{ "cells": [ { "cell_type": "markdown", "id": "48d92926", "metadata": {}, "source": [ "
\n", "

STMKGxHMGI Long Course

\n", "

Sesi: Membaca dan Mengolah Data Rekaman Sederhana

\n", "
\n", "
\n", " \n", "
" ] }, { "cell_type": "markdown", "id": "41088dd6", "metadata": {}, "source": [ "## Membaca data rekaman gempa\n", "\n", "Modul `obspy` memungkinkan kita membaca data rekaman dalam berbagai macam format seperti `miniseed`,`SAC`, dan yang lain. Pada materi ini kita akan berikan contoh membaca data rekaman gempa dari stasiun GSI jaringan GE yang merekam gempa Mamuju M 6,2. Cara membaca data rekaman ini menggunakan fungsi `read`:" ] }, { "cell_type": "code", "execution_count": 74, "id": "2b7e8bf0", "metadata": {}, "outputs": [], "source": [ "from obspy import read\n", "st=read(\"data/2021-01-14-mww62-sulawesi-indonesia-4.miniseed\")" ] }, { "cell_type": "markdown", "id": "b9022151", "metadata": {}, "source": [ "Informasi mengenai data dapat kita lihat dengan fungsi `print`:" ] }, { "cell_type": "code", "execution_count": 75, "id": "1ffc57a9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3 Trace(s) in Stream:\n", "GE.GSI..BHE | 2021-01-14T18:32:06.369538Z - 2021-01-14T18:53:16.819538Z | 20.0 Hz, 25410 samples\n", "GE.GSI..BHN | 2021-01-14T18:31:56.619538Z - 2021-01-14T18:53:18.469538Z | 20.0 Hz, 25638 samples\n", "GE.GSI..BHZ | 2021-01-14T18:31:58.219538Z - 2021-01-14T18:53:14.769538Z | 20.0 Hz, 25532 samples\n" ] } ], "source": [ "print(st)" ] }, { "cell_type": "markdown", "id": "8b529928", "metadata": {}, "source": [ "Dari informasi tentang data rekaman kita dapat melihat ada 3 `trace` dengan komponen BHE,BHN, dan BH dengan frekuensi sampling 20 Hz\n", "\n", "Hasil pembacaan berupa obyek `Stream` yang kita beri nama `st`, untuk melihat metode apa saja yang bisa dilakukan kita bisa melihat petunjuknya:" ] }, { "cell_type": "code", "execution_count": 76, "id": "53f7e470", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on Stream in module obspy.core.stream object:\n", "\n", "class Stream(builtins.object)\n", " | Stream(traces=None)\n", " | \n", " | List like object of multiple ObsPy Trace objects.\n", " | \n", " | :type traces: list of :class:`~obspy.core.trace.Trace`, optional\n", " | :param traces: Initial list of ObsPy :class:`~obspy.core.trace.Trace`\n", " | objects.\n", " | \n", " | .. rubric:: Basic Usage\n", " | \n", " | >>> trace1 = Trace()\n", " | >>> trace2 = Trace()\n", " | >>> stream = Stream(traces=[trace1, trace2])\n", " | >>> print(stream) # doctest: +ELLIPSIS\n", " | 2 Trace(s) in Stream:\n", " | ...\n", " | \n", " | .. rubric:: Supported Operations\n", " | \n", " | ``stream = streamA + streamB``\n", " | Merges all traces within the two Stream objects ``streamA`` and\n", " | ``streamB`` into the new Stream object ``stream``.\n", " | See also: :meth:`Stream.__add__`.\n", " | ``stream += streamA``\n", " | Extends the Stream object ``stream`` with all traces from ``streamA``.\n", " | See also: :meth:`Stream.__iadd__`.\n", " | ``len(stream)``\n", " | Returns the number of Traces in the Stream object ``stream``.\n", " | See also: :meth:`Stream.__len__`.\n", " | ``str(stream)``\n", " | Contains the number of traces in the Stream object and returns the\n", " | value of each Trace's __str__ method.\n", " | See also: :meth:`Stream.__str__`.\n", " | \n", " | Methods defined here:\n", " | \n", " | __add__(self, other)\n", " | Add two streams or a stream with a single trace.\n", " | \n", " | :type other: :class:`~obspy.core.stream.Stream` or\n", " | :class:`~obspy.core.trace.Trace`\n", " | :param other: Stream or Trace object to add.\n", " | :rtype: :class:`~obspy.core.stream.Stream`\n", " | :returns: New Stream object containing references to the traces of the\n", " | original streams\n", " | \n", " | .. rubric:: Examples\n", " | \n", " | 1. Adding two Streams\n", " | \n", " | >>> st1 = Stream([Trace(), Trace(), Trace()])\n", " | >>> len(st1)\n", " | 3\n", " | >>> st2 = Stream([Trace(), Trace()])\n", " | >>> len(st2)\n", " | 2\n", " | >>> stream = st1 + st2\n", " | >>> len(stream)\n", " | 5\n", " | \n", " | 2. Adding Stream and Trace\n", " | \n", " | >>> stream2 = st1 + Trace()\n", " | >>> len(stream2)\n", " | 4\n", " | \n", " | __delitem__(self, index)\n", " | Passes on the __delitem__ method to the underlying list of traces.\n", " | \n", " | __eq__(self, other)\n", " | Implements rich comparison of Stream objects for \"==\" operator.\n", " | \n", " | Trace order does not effect the comparison because the traces are\n", " | sorted beforehand.\n", " | \n", " | This function strictly compares the data and stats objects of each\n", " | trace contained by the streams. If less strict behavior is desired,\n", " | which may be the case for testing, consider using the\n", " | :func:`~obspy.core.util.testing.stream_almost_equal` function.\n", " | \n", " | :type other: :class:`~obspy.core.stream.Stream`\n", " | :param other: Stream object for comparison.\n", " | :rtype: bool\n", " | :return: ``True`` if both Streams contain the same traces, i.e. after a\n", " | sort operation going through both streams every trace should be\n", " | equal according to Trace's\n", " | :meth:`~obspy.core.trace.Trace.__eq__` operator.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> st2 = st.copy()\n", " | >>> st is st2\n", " | False\n", " | >>> st == st2\n", " | True\n", " | \n", " | __ge__(self, other)\n", " | Too ambiguous, throw an Error.\n", " | \n", " | __getitem__(self, index)\n", " | __getitem__ method of obspy.Stream objects.\n", " | \n", " | :return: Trace objects\n", " | \n", " | __getslice__(self, i, j, k=1)\n", " | __getslice__ method of obspy.Stream objects.\n", " | \n", " | :return: Stream object\n", " | \n", " | __gt__(self, other)\n", " | Too ambiguous, throw an Error.\n", " | \n", " | __iadd__(self, other)\n", " | Add two streams with self += other.\n", " | \n", " | It will extend the current Stream object with the traces of the given\n", " | Stream. Traces will not be copied but references to the original traces\n", " | will be appended.\n", " | \n", " | :type other: :class:`~obspy.core.stream.Stream` or\n", " | :class:`~obspy.core.trace.Trace`\n", " | :param other: Stream or Trace object to add.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> stream = Stream([Trace(), Trace(), Trace()])\n", " | >>> len(stream)\n", " | 3\n", " | \n", " | >>> stream += Stream([Trace(), Trace()])\n", " | >>> len(stream)\n", " | 5\n", " | \n", " | >>> stream += Trace()\n", " | >>> len(stream)\n", " | 6\n", " | \n", " | __init__(self, traces=None)\n", " | Initialize self. See help(type(self)) for accurate signature.\n", " | \n", " | __iter__(self)\n", " | Return a robust iterator for stream.traces.\n", " | \n", " | Doing this it is safe to remove traces from streams inside of\n", " | for-loops using stream's :meth:`~obspy.core.stream.Stream.remove`\n", " | method. Actually this creates a new iterator every time a trace is\n", " | removed inside the for-loop.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import Stream\n", " | >>> st = Stream()\n", " | >>> for component in [\"1\", \"Z\", \"2\", \"3\", \"Z\", \"N\", \"E\", \"4\", \"5\"]:\n", " | ... channel = \"EH\" + component\n", " | ... tr = Trace(header={'station': 'TEST', 'channel': channel})\n", " | ... st.append(tr) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 9 Trace(s) in Stream:\n", " | .TEST..EH1 | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EHZ | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EH2 | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EH3 | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EHZ | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EHN | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EHE | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EH4 | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EH5 | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | \n", " | >>> for tr in st:\n", " | ... if tr.stats.channel[-1] not in [\"Z\", \"N\", \"E\"]:\n", " | ... st.remove(tr) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 4 Trace(s) in Stream:\n", " | .TEST..EHZ | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EHZ | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EHN | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | .TEST..EHE | 1970-01-01T00:00:00.000000Z - ... | 1.0 Hz, 0 samples\n", " | \n", " | __le__(self, other)\n", " | Too ambiguous, throw an Error.\n", " | \n", " | __len__(self)\n", " | Return the number of Traces in the Stream object.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> stream = Stream([Trace(), Trace(), Trace()])\n", " | >>> len(stream)\n", " | 3\n", " | \n", " | __lt__(self, other)\n", " | Too ambiguous, throw an Error.\n", " | \n", " | __mul__(self, num)\n", " | Create a new Stream containing num copies of this stream.\n", " | \n", " | :rtype num: int\n", " | :param num: Number of copies.\n", " | :returns: New ObsPy Stream object.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> len(st)\n", " | 3\n", " | >>> st2 = st * 5\n", " | >>> len(st2)\n", " | 15\n", " | \n", " | __ne__(self, other)\n", " | Implements rich comparison of Stream objects for \"!=\" operator.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> st2 = st.copy()\n", " | >>> st is st2\n", " | False\n", " | >>> st != st2\n", " | False\n", " | \n", " | __nonzero__(self)\n", " | A Stream is considered zero if has no Traces.\n", " | \n", " | __setitem__(self, index, trace)\n", " | __setitem__ method of obspy.Stream objects.\n", " | \n", " | __str__(self, extended=False)\n", " | Return short summary string of the current stream.\n", " | \n", " | It will contain the number of Traces in the Stream and the return value\n", " | of each Trace's :meth:`~obspy.core.trace.Trace.__str__` method.\n", " | \n", " | :type extended: bool, optional\n", " | :param extended: This method will show only 20 traces by default.\n", " | Enable this option to show all entries.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> stream = Stream([Trace(), Trace()])\n", " | >>> print(stream) # doctest: +ELLIPSIS\n", " | 2 Trace(s) in Stream:\n", " | ...\n", " | \n", " | append(self, trace)\n", " | Append a single Trace object to the current Stream object.\n", " | \n", " | :param trace: :class:`~obspy.core.stream.Trace` object.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read, Trace\n", " | >>> st = read()\n", " | >>> tr = Trace()\n", " | >>> tr.stats.station = 'TEST'\n", " | >>> st.append(tr) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 4 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | .TEST.. | 1970-01-01T00:00:00.000000Z ... | 1.0 Hz, 0 samples\n", " | \n", " | attach_response(self, inventories)\n", " | Search for and attach channel response to each trace as\n", " | trace.stats.response. Does not raise an exception but shows a warning\n", " | if response information can not be found for all traces. Returns a\n", " | list of traces for which no response could be found.\n", " | To subsequently deconvolve the instrument response use\n", " | :meth:`Stream.remove_response`.\n", " | \n", " | >>> from obspy import read, read_inventory\n", " | >>> st = read()\n", " | >>> inv = read_inventory()\n", " | >>> st.attach_response(inv)\n", " | []\n", " | >>> tr = st[0]\n", " | >>> print(tr.stats.response) # doctest: +ELLIPSIS +NORMALIZE_WHITESPACE\n", " | Channel Response\n", " | From M/S (Velocity in Meters per Second) to COUNTS (Digital Counts)\n", " | Overall Sensitivity: 2.5168e+09 defined at 0.020 Hz\n", " | 4 stages:\n", " | Stage 1: PolesZerosResponseStage from M/S to V, gain: 1500\n", " | Stage 2: CoefficientsTypeResponseStage from V to COUNTS, ...\n", " | Stage 3: FIRResponseStage from COUNTS to COUNTS, gain: 1\n", " | Stage 4: FIRResponseStage from COUNTS to COUNTS, gain: 1\n", " | \n", " | :type inventories: :class:`~obspy.core.inventory.inventory.Inventory`\n", " | or :class:`~obspy.core.inventory.network.Network` or a list\n", " | containing objects of these types.\n", " | :param inventories: Station metadata to use in search for response for\n", " | each trace in the stream.\n", " | :rtype: list of :class:`~obspy.core.trace.Trace`\n", " | :returns: list of traces for which no response information could be\n", " | found.\n", " | \n", " | clear(self)\n", " | Clear trace list (convenience method).\n", " | \n", " | Replaces Stream's trace list by an empty one creating an empty\n", " | Stream object. Useful if there are references to the current\n", " | Stream object that should not break. Otherwise simply use a new\n", " | Stream() instance.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> len(st)\n", " | 3\n", " | >>> st.clear() # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st.traces\n", " | []\n", " | \n", " | copy(self)\n", " | Return a deepcopy of the Stream object.\n", " | \n", " | :rtype: :class:`~obspy.core.stream.Stream`\n", " | :return: Copy of current stream.\n", " | \n", " | .. rubric:: Examples\n", " | \n", " | 1. Create a Stream and copy it\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> st2 = st.copy()\n", " | \n", " | The two objects are not the same:\n", " | \n", " | >>> st is st2\n", " | False\n", " | \n", " | But they have equal data (before applying further processing):\n", " | \n", " | >>> st == st2\n", " | True\n", " | \n", " | 2. The following example shows how to make an alias but not copy the\n", " | data. Any changes on ``st3`` would also change the contents of\n", " | ``st``.\n", " | \n", " | >>> st3 = st\n", " | >>> st is st3\n", " | True\n", " | >>> st == st3\n", " | True\n", " | \n", " | count = __len__(self)\n", " | \n", " | cutout(self, starttime, endtime)\n", " | Cut the given time range out of all traces of this Stream object.\n", " | \n", " | :type starttime: :class:`~obspy.core.utcdatetime.UTCDateTime`\n", " | :param starttime: Start of time span to remove from stream.\n", " | :type endtime: :class:`~obspy.core.utcdatetime.UTCDateTime`\n", " | :param endtime: End of time span to remove from stream.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> st = read()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | >>> t1 = UTCDateTime(\"2009-08-24T00:20:06\")\n", " | >>> t2 = UTCDateTime(\"2009-08-24T00:20:11\")\n", " | >>> st.cutout(t1, t2) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 6 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 301 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 301 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 301 samples\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:11.000000Z ... | 100.0 Hz, 2200 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:11.000000Z ... | 100.0 Hz, 2200 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:11.000000Z ... | 100.0 Hz, 2200 samples\n", " | \n", " | decimate(self, factor, no_filter=False, strict_length=False)\n", " | Downsample data in all traces of stream by an integer factor.\n", " | \n", " | :type factor: int\n", " | :param factor: Factor by which the sampling rate is lowered by\n", " | decimation.\n", " | :type no_filter: bool, optional\n", " | :param no_filter: Deactivates automatic filtering if set to ``True``.\n", " | Defaults to ``False``.\n", " | :type strict_length: bool, optional\n", " | :param strict_length: Leave traces unchanged for which end time of\n", " | trace would change. Defaults to ``False``.\n", " | \n", " | Currently a simple integer decimation is implemented.\n", " | Only every decimation_factor-th sample remains in the trace, all other\n", " | samples are thrown away. Prior to decimation a lowpass filter is\n", " | applied to ensure no aliasing artifacts are introduced. The automatic\n", " | filtering can be deactivated with ``no_filter=True``.\n", " | \n", " | If the length of the data array modulo ``decimation_factor`` is not\n", " | zero then the end time of the trace is changing on sub-sample scale. To\n", " | abort downsampling in case of changing end times set\n", " | ``strict_length=True``.\n", " | \n", " | .. note::\n", " | \n", " | The :class:`~Stream` object has three different methods to change\n", " | the sampling rate of its data: :meth:`~.resample`,\n", " | :meth:`~.decimate`, and :meth:`~.interpolate`\n", " | \n", " | Make sure to choose the most appropriate one for the problem at\n", " | hand.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | This also makes an entry with information on the applied processing\n", " | in ``stats.processing`` of every trace.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | For the example we switch off the automatic pre-filtering so that\n", " | the effect of the downsampling routine becomes clearer.\n", " | \n", " | >>> from obspy import Trace, Stream\n", " | >>> tr = Trace(data=np.arange(10))\n", " | >>> st = Stream(traces=[tr])\n", " | >>> tr.stats.sampling_rate\n", " | 1.0\n", " | >>> tr.data\n", " | array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])\n", " | >>> st.decimate(4, strict_length=False, no_filter=True)\n", " | ... # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> tr.stats.sampling_rate\n", " | 0.25\n", " | >>> tr.data\n", " | array([0, 4, 8])\n", " | \n", " | detrend(self, type='simple', **options)\n", " | Remove a trend from all traces.\n", " | \n", " | For details on supported methods and parameters see the corresponding\n", " | :meth:`~obspy.core.trace.Trace.detrend` method of\n", " | :class:`~obspy.core.trace.Trace`.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data will no longer be accessible afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | \n", " | differentiate(self, method='gradient')\n", " | Differentiate all traces with respect to time.\n", " | \n", " | :type method: str, optional\n", " | :param method: Method to use for differentiation. Defaults to\n", " | ``'gradient'``. See the `Supported Methods`_ section below for\n", " | further details.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | This also makes an entry with information on the applied processing\n", " | in ``stats.processing`` of every trace.\n", " | \n", " | .. rubric:: _`Supported Methods`\n", " | \n", " | ``'gradient'``\n", " | The gradient is computed using central differences in the interior\n", " | and first differences at the boundaries. The returned gradient\n", " | hence has the same shape as the input array. (uses\n", " | :func:`numpy.gradient`)\n", " | \n", " | extend(self, trace_list)\n", " | Extend the current Stream object with a list of Trace objects.\n", " | \n", " | :param trace_list: list of :class:`~obspy.core.trace.Trace` objects or\n", " | :class:`~obspy.core.stream.Stream`.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read, Trace\n", " | >>> st = read()\n", " | >>> tr1 = Trace()\n", " | >>> tr1.stats.station = 'TEST1'\n", " | >>> tr2 = Trace()\n", " | >>> tr2.stats.station = 'TEST2'\n", " | >>> st.extend([tr1, tr2]) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 5 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | .TEST1.. | 1970-01-01T00:00:00.000000Z ... | 1.0 Hz, 0 samples\n", " | .TEST2.. | 1970-01-01T00:00:00.000000Z ... | 1.0 Hz, 0 samples\n", " | \n", " | filter(self, type, **options)\n", " | Filter the data of all traces in the Stream.\n", " | \n", " | :type type: str\n", " | :param type: String that specifies which filter is applied (e.g.\n", " | ``\"bandpass\"``). See the `Supported Filter`_ section below for\n", " | further details.\n", " | :param options: Necessary keyword arguments for the respective filter\n", " | that will be passed on. (e.g. ``freqmin=1.0``, ``freqmax=20.0`` for\n", " | ``\"bandpass\"``)\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | This also makes an entry with information on the applied processing\n", " | in ``stats.processing`` of every trace.\n", " | \n", " | .. rubric:: _`Supported Filter`\n", " | \n", " | ``'bandpass'``\n", " | Butterworth-Bandpass (uses :func:`obspy.signal.filter.bandpass`).\n", " | \n", " | ``'bandstop'``\n", " | Butterworth-Bandstop (uses :func:`obspy.signal.filter.bandstop`).\n", " | \n", " | ``'lowpass'``\n", " | Butterworth-Lowpass (uses :func:`obspy.signal.filter.lowpass`).\n", " | \n", " | ``'highpass'``\n", " | Butterworth-Highpass (uses :func:`obspy.signal.filter.highpass`).\n", " | \n", " | ``'lowpass_cheby_2'``\n", " | Cheby2-Lowpass (uses :func:`obspy.signal.filter.lowpass_cheby_2`).\n", " | \n", " | ``'lowpass_fir'`` (experimental)\n", " | FIR-Lowpass (uses :func:`obspy.signal.filter.lowpass_fir`).\n", " | \n", " | ``'remez_fir'`` (experimental)\n", " | Minimax optimal bandpass using Remez algorithm (uses\n", " | :func:`obspy.signal.filter.remez_fir`).\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> st.filter(\"highpass\", freq=1.0) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st.plot() # doctest: +SKIP\n", " | \n", " | .. plot::\n", " | \n", " | from obspy import read\n", " | st = read()\n", " | st.filter(\"highpass\", freq=1.0)\n", " | st.plot()\n", " | \n", " | get_gaps(self, min_gap=None, max_gap=None)\n", " | Determine all trace gaps/overlaps of the Stream object.\n", " | \n", " | :param min_gap: All gaps smaller than this value will be omitted. The\n", " | value is assumed to be in seconds. Defaults to None.\n", " | :param max_gap: All gaps larger than this value will be omitted. The\n", " | value is assumed to be in seconds. Defaults to None.\n", " | \n", " | The returned list contains one item in the following form for each gap/\n", " | overlap: [network, station, location, channel, starttime of the gap,\n", " | end time of the gap, duration of the gap, number of missing samples]\n", " | \n", " | Please be aware that no sorting and checking of stations, channels, ...\n", " | is done. This method only compares the start and end times of the\n", " | Traces and the start and end times of segments within Traces that\n", " | contain masked arrays (i.e., Traces that were merged without a fill\n", " | value).\n", " | \n", " | .. rubric:: Example\n", " | \n", " | Our example stream has no gaps:\n", " | \n", " | >>> from obspy import read, UTCDateTime\n", " | >>> st = read()\n", " | >>> st.get_gaps()\n", " | []\n", " | >>> st.print_gaps() # doctest: +ELLIPSIS\n", " | Source Last Sample ...\n", " | Total: 0 gap(s) and 0 overlap(s)\n", " | \n", " | So let's make a copy of the first trace and cut both so that we end up\n", " | with a gappy stream:\n", " | \n", " | >>> tr = st[0].copy()\n", " | >>> t = UTCDateTime(\"2009-08-24T00:20:13.0\")\n", " | >>> st[0].trim(endtime=t) # doctest: +ELLIPSIS\n", " | <...Trace object at 0x...>\n", " | >>> tr.trim(starttime=t + 1) # doctest: +ELLIPSIS\n", " | <...Trace object at 0x...>\n", " | >>> st.append(tr) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st.get_gaps()[0] # doctest: +SKIP\n", " | [['BW', 'RJOB', '', 'EHZ', UTCDateTime(2009, 8, 24, 0, 20, 13),\n", " | UTCDateTime(2009, 8, 24, 0, 20, 14), 1.0, 99]]\n", " | >>> st.print_gaps() # doctest: +ELLIPSIS\n", " | Source Last Sample ...\n", " | BW.RJOB..EHZ 2009-08-24T00:20:13.000000Z ...\n", " | Total: 1 gap(s) and 0 overlap(s)\n", " | \n", " | insert(self, position, object)\n", " | Insert either a single Trace or a list of Traces before index.\n", " | \n", " | :param position: The Trace will be inserted at position.\n", " | :param object: Single Trace object or list of Trace objects.\n", " | \n", " | integrate(self, method='cumtrapz', **options)\n", " | Integrate all traces with respect to time.\n", " | \n", " | For details see the corresponding\n", " | :meth:`~obspy.core.trace.Trace.integrate` method of\n", " | :class:`~obspy.core.trace.Trace`.\n", " | \n", " | :type method: str, optional\n", " | :param type: Method to use for integration. Defaults to\n", " | ``'cumtrapz'``. See :meth:`~obspy.core.trace.Trace.integrate` for\n", " | further details.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | This also makes an entry with information on the applied processing\n", " | in ``stats.processing`` of every trace.\n", " | \n", " | interpolate(self, *args, **kwargs)\n", " | Interpolate all Traces in a Stream.\n", " | \n", " | For details see the corresponding\n", " | :meth:`~obspy.core.trace.Trace.interpolate` method of\n", " | :class:`~obspy.core.trace.Trace`.\n", " | \n", " | .. note::\n", " | \n", " | The :class:`~Stream` object has three different methods to change\n", " | the sampling rate of its data: :meth:`~.resample`,\n", " | :meth:`~.decimate`, and :meth:`~.interpolate`\n", " | \n", " | Make sure to choose the most appropriate one for the problem at\n", " | hand.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data will no longer be accessible afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03... - ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03... - ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03... - ... | 100.0 Hz, 3000 samples\n", " | >>> st.interpolate(sampling_rate=111.1) # doctest: +ELLIPSIS\n", " | \n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03... - ... | 111.1 Hz, 3332 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03... - ... | 111.1 Hz, 3332 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03... - ... | 111.1 Hz, 3332 samples\n", " | \n", " | max(self)\n", " | Get the values of the absolute maximum amplitudes of all traces in the\n", " | stream. See :meth:`~obspy.core.trace.Trace.max`.\n", " | \n", " | :return: List of values of absolute maxima of all traces\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import Trace, Stream\n", " | >>> tr1 = Trace(data=np.array([0, -3, 9, 6, 4]))\n", " | >>> tr2 = Trace(data=np.array([0, -3, -9, 6, 4]))\n", " | >>> tr3 = Trace(data=np.array([0.3, -3.5, 9.0, 6.4, 4.3]))\n", " | >>> st = Stream(traces=[tr1, tr2, tr3])\n", " | >>> st.max()\n", " | [9, -9, 9.0]\n", " | \n", " | merge(self, method=0, fill_value=None, interpolation_samples=0, **kwargs)\n", " | Merge ObsPy Trace objects with same IDs.\n", " | \n", " | :type method: int, optional\n", " | :param method: Methodology to handle overlaps/gaps of traces. Defaults\n", " | to ``0``.\n", " | See :meth:`obspy.core.trace.Trace.__add__` for details on\n", " | methods ``0`` and ``1``,\n", " | see :meth:`obspy.core.stream.Stream._cleanup` for details on\n", " | method ``-1``. Any merge operation performs a cleanup merge as\n", " | a first step (method ``-1``).\n", " | :type fill_value: int, float, str or ``None``, optional\n", " | :param fill_value: Fill value for gaps. Defaults to ``None``. Traces\n", " | will be converted to NumPy masked arrays if no value is given and\n", " | gaps are present. The value ``'latest'`` will use the latest value\n", " | before the gap. If value ``'interpolate'`` is provided, missing\n", " | values are linearly interpolated (not changing the data\n", " | type e.g. of integer valued traces). Not used for ``method=-1``.\n", " | :type interpolation_samples: int, optional\n", " | :param interpolation_samples: Used only for ``method=1``. It specifies\n", " | the number of samples which are used to interpolate between\n", " | overlapping traces. Default to ``0``. If set to ``-1`` all\n", " | overlapping samples are interpolated.\n", " | \n", " | Importing waveform data containing gaps or overlaps results into\n", " | a :class:`~obspy.core.stream.Stream` object with multiple traces having\n", " | the same identifier. This method tries to merge such traces inplace,\n", " | thus returning nothing. Merged trace data will be converted into a\n", " | NumPy :class:`~numpy.ma.MaskedArray` type if any gaps are present. This\n", " | behavior may be prevented by setting the ``fill_value`` parameter.\n", " | The ``method`` argument controls the handling of overlapping data\n", " | values.\n", " | \n", " | normalize(self, global_max=False)\n", " | Normalize all Traces in the Stream.\n", " | \n", " | By default all traces are normalized separately to their respective\n", " | absolute maximum. By setting ``global_max=True`` all traces get\n", " | normalized to the global maximum of all traces.\n", " | \n", " | :param global_max: If set to ``True``, all traces are normalized with\n", " | respect to the global maximum of all traces in the stream\n", " | instead of normalizing every trace separately.\n", " | \n", " | .. note::\n", " | If ``data.dtype`` of a trace was integer it is changing to float.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | This also makes an entry with information on the applied processing\n", " | in ``stats.processing`` of every trace.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | Make a Stream with two Traces:\n", " | \n", " | >>> from obspy import Trace, Stream\n", " | >>> tr1 = Trace(data=np.array([0, -3, 9, 6, 4]))\n", " | >>> tr2 = Trace(data=np.array([0.3, -0.5, -0.8, 0.4, 0.3]))\n", " | >>> st = Stream(traces=[tr1, tr2])\n", " | \n", " | All traces are normalized to their absolute maximum and processing\n", " | information is added:\n", " | \n", " | >>> st.normalize() # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st[0].data # doctest: +ELLIPSIS\n", " | array([ 0. , -0.33333333, 1. , 0.66666667, ...])\n", " | >>> print(st[0].stats.processing[0]) # doctest: +ELLIPSIS\n", " | ObsPy ... normalize(norm=None)\n", " | >>> st[1].data\n", " | array([ 0.375, -0.625, -1. , 0.5 , 0.375])\n", " | >>> print(st[1].stats.processing[0]) # doctest: +ELLIPSIS\n", " | ObsPy ...: normalize(norm=None)\n", " | \n", " | Now let's do it again normalize all traces to the stream's global\n", " | maximum:\n", " | \n", " | >>> tr1 = Trace(data=np.array([0, -3, 9, 6, 4]))\n", " | >>> tr2 = Trace(data=np.array([0.3, -0.5, -0.8, 0.4, 0.3]))\n", " | >>> st = Stream(traces=[tr1, tr2])\n", " | \n", " | >>> st.normalize(global_max=True) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st[0].data # doctest: +ELLIPSIS\n", " | array([ 0. , -0.33333333, 1. , 0.66666667, ...])\n", " | >>> print(st[0].stats.processing[0]) # doctest: +ELLIPSIS\n", " | ObsPy ...: normalize(norm=9)\n", " | >>> st[1].data # doctest: +ELLIPSIS\n", " | array([ 0.03333333, -0.05555556, -0.08888889, 0.04444444, ...])\n", " | >>> print(st[1].stats.processing[0]) # doctest: +ELLIPSIS\n", " | ObsPy ...: normalize(norm=9)\n", " | \n", " | plot(self, *args, **kwargs)\n", " | Create a waveform plot of the current ObsPy Stream object.\n", " | \n", " | :param outfile: Output file string. Also used to automatically\n", " | determine the output format. Supported file formats depend on your\n", " | matplotlib backend. Most backends support png, pdf, ps, eps and\n", " | svg. Defaults to ``None``.\n", " | :param format: Format of the graph picture. If no format is given the\n", " | outfile parameter will be used to try to automatically determine\n", " | the output format. If no format is found it defaults to png output.\n", " | If no outfile is specified but a format is, than a binary\n", " | imagestring will be returned.\n", " | Defaults to ``None``.\n", " | :param starttime: Start time of the graph as a\n", " | :class:`~obspy.core.utcdatetime.UTCDateTime` object. If not set\n", " | the graph will be plotted from the beginning.\n", " | Defaults to ``None``.\n", " | :param endtime: End time of the graph as a\n", " | :class:`~obspy.core.utcdatetime.UTCDateTime` object. If not set\n", " | the graph will be plotted until the end.\n", " | Defaults to ``None``.\n", " | :param fig: Use an existing matplotlib figure instance.\n", " | Defaults to ``None``.\n", " | :param automerge: If automerge is True, Traces with the same id will be\n", " | merged.\n", " | Defaults to ``True``.\n", " | :param size: Size tuple in pixel for the output file. This corresponds\n", " | to the resolution of the graph for vector formats.\n", " | Defaults to ``(800, 250)`` pixel per channel for ``type='normal'``\n", " | or ``type='relative'``, ``(800, 600)`` for ``type='dayplot'``, and\n", " | ``(1000, 600)`` for ``type='section'``.\n", " | :param dpi: Dots per inch of the output file. This also affects the\n", " | size of most elements in the graph (text, linewidth, ...).\n", " | Defaults to ``100``.\n", " | :param color: Color of the graph as a matplotlib color string as\n", " | described below. If ``type='dayplot'`` a list/tuple of color\n", " | strings is expected that will be periodically repeated for each\n", " | line plotted. If ``type='section'`` then the values ``'network'``,\n", " | ``'station'`` or ``'channel'`` are also accepted, and traces will\n", " | be uniquely colored by the given information.\n", " | Defaults to ``'black'`` or to ``('#B2000F', '#004C12', '#847200',\n", " | '#0E01FF')`` for ``type='dayplot'``.\n", " | :param bgcolor: Background color of the graph.\n", " | Defaults to ``'white'``.\n", " | :param face_color: Face color of the matplotlib canvas.\n", " | Defaults to ``'white'``.\n", " | :param transparent: Make all backgrounds transparent (True/False). This\n", " | will override the ``bgcolor`` and ``face_color`` arguments.\n", " | Defaults to ``False``.\n", " | :param number_of_ticks: The number of ticks on the x-axis.\n", " | Defaults to ``4``.\n", " | :param tick_format: The way the time axis is formatted.\n", " | Defaults to ``'%H:%M:%S'`` or ``'%.2f'`` if ``type='relative'``.\n", " | :param tick_rotation: Tick rotation in degrees.\n", " | Defaults to ``0``.\n", " | :param handle: Whether or not to return the matplotlib figure instance\n", " | after the plot has been created.\n", " | Defaults to ``False``.\n", " | :param method: By default, all traces with more than 400,000 samples\n", " | will be plotted with a fast method that cannot be zoomed.\n", " | Setting this argument to ``'full'`` will straight up plot the data.\n", " | This results in a potentially worse performance but the interactive\n", " | matplotlib view can be used properly.\n", " | Defaults to 'fast'.\n", " | :param type: Type may be set to either: ``'normal'`` to produce the\n", " | standard plot; ``'dayplot'`` to create a one-day plot for a single\n", " | Trace; ``'relative'`` to convert all date/time information to a\n", " | relative scale starting the seismogram at 0 seconds; ``'section'``\n", " | to plot all seismograms in a single coordinate system shifted\n", " | according to their distance from a reference point. Defaults to\n", " | ``'normal'``.\n", " | :param equal_scale: If enabled all plots are equally scaled.\n", " | Defaults to ``True``.\n", " | :param show: If True, show the plot interactively after plotting. This\n", " | is ignored if any of ``outfile``, ``format``, ``handle``, or\n", " | ``fig`` are specified.\n", " | Defaults to ``True``.\n", " | :param draw: If True, the figure canvas is explicitly re-drawn, which\n", " | ensures that *existing* figures are fresh. It makes no difference\n", " | for figures that are not yet visible.\n", " | Defaults to ``True``.\n", " | :param block: If True block call to showing plot. Only works if the\n", " | active matplotlib backend supports it.\n", " | Defaults to ``True``.\n", " | :param linewidth: Float value in points of the line width.\n", " | Defaults to ``1.0``.\n", " | :param linestyle: Line style.\n", " | Defaults to ``'-'``\n", " | :param grid_color: Color of the grid.\n", " | Defaults to ``'black'``.\n", " | :param grid_linewidth: Float value in points of the grid line width.\n", " | Defaults to ``0.5``.\n", " | :param grid_linestyle: Grid line style.\n", " | Defaults to ``':'``\n", " | \n", " | **Dayplot Parameters**\n", " | \n", " | The following parameters are only available if ``type='dayplot'`` is\n", " | set.\n", " | \n", " | :param vertical_scaling_range: Determines how each line is scaled in\n", " | its given space. Every line will be centered around its mean value\n", " | and then clamped to fit its given space. This argument is the range\n", " | in data units that will be used to clamp the data. If the range is\n", " | smaller than the actual range, the lines' data may overshoot to\n", " | other lines which is usually a desired effect. Larger ranges will\n", " | result in a vertical padding.\n", " | If ``0``, the actual range of the data will be used and no\n", " | overshooting or additional padding will occur.\n", " | If ``None`` the range will be chosen to be the 99.5-percentile of\n", " | the actual range - so some values will overshoot.\n", " | Defaults to ``None``.\n", " | :param interval: This defines the interval length in minutes for one\n", " | line.\n", " | Defaults to ``15``.\n", " | :param time_offset: Only used if ``type='dayplot'``. The difference\n", " | between the timezone of the data (specified with the kwarg\n", " | ``timezone``) and UTC time in hours. Will be displayed in a string.\n", " | Defaults to the current offset of the system time to UTC time.\n", " | :param timezone: Defines the name of the user defined time scale. Will\n", " | be displayed in a string together with the actual offset defined in\n", " | the kwarg ``time_offset``.\n", " | Defaults to ``'local time'``.\n", " | :param localization_dict: Enables limited localization of the dayplot\n", " | through the usage of a dictionary. To change the labels to, e.g.\n", " | German, use the following::\n", " | \n", " | localization_dict={'time in': 'Zeit in', 'seconds': 'Sekunden',\n", " | 'minutes': 'Minuten', 'hours': 'Stunden'}\n", " | \n", " | :param data_unit: If given, the scale of the data will be drawn on the\n", " | right hand side in the form ``\"%f {data_unit}\"``. The unit is\n", " | supposed to be a string containing the actual unit of the data. Can\n", " | be a LaTeX expression if matplotlib has been built with LaTeX\n", " | support, e.g., ``\"$\\\\frac{m}{s}$\"``. Be careful to escape the\n", " | backslashes, or use r-prefixed strings, e.g.,\n", " | ``r\"$\\\\frac{m}{s}$\"``.\n", " | Defaults to ``None``, meaning no scale is drawn.\n", " | :param events: An optional list of events can be drawn on the plot if\n", " | given. They will be displayed as yellow stars with optional\n", " | annotations. They are given as a list of dictionaries. Each\n", " | dictionary at least needs to have a \"time\" key, containing a\n", " | UTCDateTime object with the origin time of the event. Furthermore\n", " | every event can have an optional \"text\" key which will then be\n", " | displayed as an annotation.\n", " | Example::\n", " | \n", " | events=[{\"time\": UTCDateTime(...), \"text\": \"Event A\"}, {...}]\n", " | \n", " | It can also be a :class:`~obspy.core.event.Catalog` object. In this\n", " | case each event will be annotated with its corresponding\n", " | Flinn-Engdahl region and the magnitude.\n", " | Events can also be automatically downloaded with the help of\n", " | obspy.clients.fdsn. Just pass a dictionary with a \"min_magnitude\"\n", " | key, e.g. ::\n", " | \n", " | events={\"min_magnitude\": 5.5}\n", " | \n", " | Defaults to ``[]``.\n", " | :param x_labels_size: Size of x labels in points or fontsize.\n", " | Defaults to ``8``.\n", " | :param y_labels_size: Size of y labels in points or fontsize.\n", " | Defaults to ``8``.\n", " | :param title_size: Size of the title in points or fontsize.\n", " | Defaults to ``10``.\n", " | :param subplots_adjust_left: The left side of the subplots of the\n", " | figure in fraction of the figure width.\n", " | Defaults to ``0.12``.\n", " | :param subplots_adjust_right: The right side of the subplots of the\n", " | figure in fraction of the figure width.\n", " | Defaults to ``0.88``.\n", " | :param subplots_adjust_top: The top side of the subplots of the figure\n", " | in fraction of the figure width.\n", " | Defaults to ``0.95``.\n", " | :param subplots_adjust_bottom: The bottom side of the subplots of the\n", " | figure in fraction of the figure width.\n", " | Defaults to ``0.1``.\n", " | :param right_vertical_labels: Whether or not to display labels on the\n", " | right side of the dayplot.\n", " | Defaults to ``False``.\n", " | :param one_tick_per_line: Whether or not to display one tick per line.\n", " | Defaults to ``False``.\n", " | :param show_y_UTC_label: Whether or not to display the Y UTC vertical\n", " | label.\n", " | Defaults to ``True``.\n", " | :param title: The title to display on top of the plot.\n", " | Defaults to ``self.stream[0].id``.\n", " | \n", " | **Section Parameters**\n", " | \n", " | These parameters are only available if ``type='section'`` is set. To\n", " | plot a record section the ObsPy header ``trace.stats.distance`` must be\n", " | defined in meters (Default). Or ``trace.stats.coordinates.latitude`` &\n", " | ``trace.stats.coordinates.longitude`` must be set if plotted in\n", " | azimuthal distances (``dist_degree=True``) along with ``ev_coord``.\n", " | \n", " | :type scale: float, optional\n", " | :param scale: Scale the traces width with this factor.\n", " | Defaults to ``1.0``.\n", " | :type vred: float, optional\n", " | :param vred: Perform velocity reduction, in m/s.\n", " | :type norm_method: str, optional\n", " | :param norm_method: Defines how the traces are normalized, either\n", " | against each ``trace`` or against the global maximum ``stream``.\n", " | Defaults to ``trace``.\n", " | :type offset_min: float or None, optional\n", " | :param offset_min: Minimum offset in meters to plot.\n", " | Defaults to minimum offset of all traces.\n", " | :type offset_max: float or None, optional\n", " | :param offset_max: Maximum offset in meters to plot.\n", " | Defaults to maximum offset of all traces.\n", " | :type dist_degree: bool, optional\n", " | :param dist_degree: Plot trace distance in degree from epicenter. If\n", " | ``True``, parameter ``ev_coord`` has to be defined.\n", " | Defaults to ``False``.\n", " | :type ev_coord: tuple or None, optional\n", " | :param ev_coord: Event's coordinates as tuple\n", " | ``(latitude, longitude)``.\n", " | :type plot_dx: int, optional\n", " | :param plot_dx: Spacing of ticks on the spatial x-axis.\n", " | Either m or degree, depending on ``dist_degree``.\n", " | :type recordstart: int or float, optional\n", " | :param recordstart: Seconds to crop from the beginning.\n", " | :type recordlength: int or float, optional\n", " | :param recordlength: Length of the record section in seconds.\n", " | :type alpha: float, optional\n", " | :param alpha: Transparency of the traces between 0.0 - 1.0.\n", " | Defaults to ``0.5``.\n", " | :type time_down: bool, optional\n", " | :param time_down: Flip the plot horizontally, time goes down.\n", " | Defaults to ``False``, i.e., time goes up.\n", " | :type reftime: :class:`~obspy.core.utcdatetime.UTCDateTime`, optional\n", " | :param reftime: The reference time to which the time scale will refer.\n", " | Defaults to the minimum start time of the visible traces.\n", " | :type orientation: str, optional\n", " | :param orientation: The orientation of the time axis, either\n", " | ``'vertical'`` or ``'horizontal'``. Defaults to ``'vertical'``.\n", " | :type fillcolors: tuple, optional\n", " | :param fillcolors: Fill the inside of the lines (wiggle plot),\n", " | for both the positive and negative sides; use ``None`` to omit\n", " | one of the sides. Defaults to ``(None,None)``.\n", " | \n", " | **Relative Parameters**\n", " | \n", " | The following parameters are only available if ``type='relative'`` is\n", " | set.\n", " | \n", " | :type reftime: :class:`~obspy.core.utcdatetime.UTCDateTime`, optional\n", " | :param reftime: The reference time to which the relative scale will\n", " | refer.\n", " | Defaults to ``starttime``.\n", " | \n", " | .. rubric:: Color Options\n", " | \n", " | Colors can be specified as defined in the :mod:`matplotlib.colors`\n", " | documentation.\n", " | \n", " | Short Version: For all color values, you can either use:\n", " | \n", " | * legal `HTML color names `_,\n", " | e.g. ``'blue'``,\n", " | * HTML hex strings, e.g. ``'#EE00FF'``,\n", " | * pass an string of a R, G, B tuple, where each of the components is a\n", " | float value in the range of 0 to 1, e.g. ``'(1, 0.25, 0.5)'``, or\n", " | * use single letters for the basic built-in colors, such as ``'b'``\n", " | (blue), ``'g'`` (green), ``'r'`` (red), ``'c'`` (cyan), ``'m'``\n", " | (magenta), ``'y'`` (yellow), ``'k'`` (black), ``'w'`` (white).\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> st.plot() # doctest: +SKIP\n", " | \n", " | .. plot::\n", " | \n", " | from obspy import read\n", " | st = read()\n", " | st.plot()\n", " | \n", " | pop(self, index=-1)\n", " | Remove and return the Trace object specified by index from the Stream.\n", " | \n", " | If no index is given, remove the last Trace. Passes on the pop() to\n", " | self.traces.\n", " | \n", " | :param index: Index of the Trace object to be returned and removed.\n", " | :returns: Removed Trace.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | >>> tr = st.pop()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 2 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | >>> print(tr) # doctest: +ELLIPSIS\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | \n", " | print_gaps(self, min_gap=None, max_gap=None)\n", " | Print gap/overlap list summary information of the Stream object.\n", " | \n", " | :param min_gap: All gaps smaller than this value will be omitted. The\n", " | value is assumed to be in seconds. Defaults to None.\n", " | :param max_gap: All gaps larger than this value will be omitted. The\n", " | value is assumed to be in seconds. Defaults to None.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | Our example stream has no gaps:\n", " | \n", " | >>> from obspy import read, UTCDateTime\n", " | >>> st = read()\n", " | >>> st.get_gaps()\n", " | []\n", " | >>> st.print_gaps() # doctest: +ELLIPSIS\n", " | Source Last Sample Next Sample ...\n", " | Total: 0 gap(s) and 0 overlap(s)\n", " | \n", " | So let's make a copy of the first trace and cut both so that we end up\n", " | with a gappy stream:\n", " | \n", " | >>> tr = st[0].copy()\n", " | >>> t = UTCDateTime(\"2009-08-24T00:20:13.0\")\n", " | >>> st[0].trim(endtime=t) # doctest: +ELLIPSIS\n", " | <...Trace object at 0x...>\n", " | >>> tr.trim(starttime=t+1) # doctest: +ELLIPSIS\n", " | <...Trace object at 0x...>\n", " | >>> st.append(tr) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st.get_gaps() # doctest: +ELLIPSIS\n", " | [[..., UTCDateTime(2009, 8, 24, 0, 20, 13), ...\n", " | >>> st.print_gaps() # doctest: +ELLIPSIS\n", " | Source Last Sample ...\n", " | BW.RJOB..EHZ 2009-08-24T00:20:13.000000Z ...\n", " | Total: 1 gap(s) and 0 overlap(s)\n", " | \n", " | \n", " | And finally let us create some overlapping traces:\n", " | \n", " | >>> st = read()\n", " | >>> tr = st[0].copy()\n", " | >>> t = UTCDateTime(\"2009-08-24T00:20:13.0\")\n", " | >>> st[0].trim(endtime=t) # doctest: +ELLIPSIS\n", " | <...Trace object at 0x...>\n", " | >>> tr.trim(starttime=t-1) # doctest: +ELLIPSIS\n", " | <...Trace object at 0x...>\n", " | >>> st.append(tr) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st.get_gaps() # doctest: +ELLIPSIS\n", " | [[...'EHZ', UTCDateTime(2009, 8, 24, 0, 20, 13), ...\n", " | >>> st.print_gaps() # doctest: +ELLIPSIS\n", " | Source Last Sample ...\n", " | BW.RJOB..EHZ 2009-08-24T00:20:13.000000Z ...\n", " | Total: 0 gap(s) and 1 overlap(s)\n", " | \n", " | remove(self, trace)\n", " | Remove the first occurrence of the specified Trace object in the\n", " | Stream object. Passes on the remove() call to self.traces.\n", " | \n", " | :param trace: Trace object to be removed from Stream.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | This example shows how to delete all \"E\" component traces in a stream:\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | >>> for tr in st.select(component=\"E\"):\n", " | ... st.remove(tr) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 2 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | \n", " | remove_response(self, *args, **kwargs)\n", " | Deconvolve instrument response for all Traces in Stream.\n", " | \n", " | For details see the corresponding\n", " | :meth:`~obspy.core.trace.Trace.remove_response` method of\n", " | :class:`~obspy.core.trace.Trace`.\n", " | \n", " | >>> from obspy import read, read_inventory\n", " | >>> st = read()\n", " | >>> inv = read_inventory()\n", " | >>> st.remove_response(inventory=inv) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st.plot() # doctest: +SKIP\n", " | \n", " | .. plot::\n", " | \n", " | from obspy import read, read_inventory\n", " | st = read()\n", " | inv = read_inventory()\n", " | st.remove_response(inventory=inv)\n", " | st.plot()\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | \n", " | remove_sensitivity(self, *args, **kwargs)\n", " | Remove instrument sensitivity for all Traces in Stream.\n", " | \n", " | For details see the corresponding\n", " | :meth:`~obspy.core.trace.Trace.remove_sensitivity` method of\n", " | :class:`~obspy.core.trace.Trace`.\n", " | \n", " | >>> from obspy import read, read_inventory\n", " | >>> st = read()\n", " | >>> inv = read_inventory()\n", " | >>> st.remove_sensitivity(inv) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | \n", " | resample(self, sampling_rate, window='hanning', no_filter=True, strict_length=False)\n", " | Resample data in all traces of stream using Fourier method.\n", " | \n", " | :type sampling_rate: float\n", " | :param sampling_rate: The sampling rate of the resampled signal.\n", " | :type window: array_like, callable, str, float, or tuple, optional\n", " | :param window: Specifies the window applied to the signal in the\n", " | Fourier domain. Defaults ``'hanning'`` window. See\n", " | :func:`scipy.signal.resample` for details.\n", " | :type no_filter: bool, optional\n", " | :param no_filter: Deactivates automatic filtering if set to ``True``.\n", " | Defaults to ``True``.\n", " | :type strict_length: bool, optional\n", " | :param strict_length: Leave traces unchanged for which end time of\n", " | trace would change. Defaults to ``False``.\n", " | \n", " | .. note::\n", " | \n", " | The :class:`~Stream` object has three different methods to change\n", " | the sampling rate of its data: :meth:`~.resample`,\n", " | :meth:`~.decimate`, and :meth:`~.interpolate`\n", " | \n", " | Make sure to choose the most appropriate one for the problem at\n", " | hand.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | This also makes an entry with information on the applied processing\n", " | in ``stats.processing`` of every trace.\n", " | \n", " | Uses :func:`scipy.signal.resample`. Because a Fourier method is used,\n", " | the signal is assumed to be periodic.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> st = read()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | >>> st.resample(10.0) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 10.0 Hz, 300 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 10.0 Hz, 300 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 10.0 Hz, 300 samples\n", " | \n", " | reverse(self)\n", " | Reverse the Traces of the Stream object in place.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | >>> st.reverse() # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | \n", " | rotate(self, method, back_azimuth=None, inclination=None, inventory=None, **kwargs)\n", " | Rotate stream objects.\n", " | \n", " | :type method: str\n", " | :param method: Determines the rotation method.\n", " | \n", " | ``'->ZNE'``: Rotates data from three components into Z, North- and\n", " | East-components based on the station metadata (e.g. borehole\n", " | stations). Uses mandatory ``inventory`` parameter (provide\n", " | either an :class:`~obspy.core.inventory.inventory.Inventory` or\n", " | :class:`~obspy.io.xseed.parser.Parser` object) and ignores\n", " | ``back_azimuth`` and ``inclination`` parameters. Additional\n", " | kwargs will be passed on to :meth:`_rotate_to_zne()` (use if\n", " | other components than ``[\"Z\", \"1\", \"2\"]`` and\n", " | ``[\"1\", \"2\", \"3\"]`` need to be rotated).\n", " | Trims common channels used in rotation to time spans that are\n", " | available for all three channels (i.e. cuts away parts for\n", " | which one or two channels used in rotation do not have data).\n", " | ``'NE->RT'``: Rotates the North- and East-components of a\n", " | seismogram to radial and transverse components.\n", " | ``'RT->NE'``: Rotates the radial and transverse components of a\n", " | seismogram to North- and East-components.\n", " | ``'ZNE->LQT'``: Rotates from left-handed Z, North, and East system\n", " | to LQT, e.g. right-handed ray coordinate system.\n", " | ``'LQT->ZNE'``: Rotates from LQT, e.g. right-handed ray coordinate\n", " | system to left handed Z, North, and East system.\n", " | \n", " | :type back_azimuth: float, optional\n", " | :param back_azimuth: Depends on the chosen method.\n", " | A single float, the back azimuth from station to source in degrees.\n", " | If not given, ``stats.back_azimuth`` will be used. It will also be\n", " | written after the rotation is done.\n", " | :type inclination: float, optional\n", " | :param inclination: Inclination of the ray at the station in degrees.\n", " | Only necessary for three component rotations. If not given,\n", " | ``stats.inclination`` will be used. It will also be written after\n", " | the rotation is done.\n", " | :type inventory: :class:`~obspy.core.inventory.inventory.Inventory` or\n", " | :class:`~obspy.io.xseed.parser.Parser`\n", " | :param inventory: Inventory or SEED Parser with metadata of channels.\n", " | \n", " | Example to rotate unaligned borehole instrument data based on station\n", " | inventory (a dataless SEED :class:`~obspy.io.xseed.parser.Parser` can\n", " | also be provided, see details for option ``inventory``):\n", " | \n", " | >>> from obspy import read, read_inventory\n", " | >>> st = read(\"/path/to/ffbx_unrotated_gaps.mseed\")\n", " | >>> inv = read_inventory(\"/path/to/ffbx.stationxml\")\n", " | >>> st.rotate(method=\"->ZNE\", inventory=inv) # doctest: +ELLIPSIS\n", " | \n", " | \n", " | select(self, network=None, station=None, location=None, channel=None, sampling_rate=None, npts=None, component=None, id=None, inventory=None)\n", " | Return new Stream object only with these traces that match the given\n", " | stats criteria (e.g. all traces with ``channel=\"EHZ\"``).\n", " | \n", " | Alternatively, traces can be selected based on the content of an\n", " | :class:`~obspy.core.inventory.inventory.Inventory` object: trace will\n", " | be selected if the inventory contains a matching channel active at the\n", " | trace start time.\n", " | \n", " | .. rubric:: Examples\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> st2 = st.select(station=\"R*\")\n", " | >>> print(st2) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | \n", " | >>> st2 = st.select(id=\"BW.RJOB..EHZ\")\n", " | >>> print(st2) # doctest: +ELLIPSIS\n", " | 1 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | \n", " | >>> st2 = st.select(component=\"Z\")\n", " | >>> print(st2) # doctest: +ELLIPSIS\n", " | 1 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | \n", " | >>> st2 = st.select(network=\"CZ\")\n", " | >>> print(st2) # doctest: +NORMALIZE_WHITESPACE\n", " | 0 Trace(s) in Stream:\n", " | \n", " | >>> from obspy import read_inventory\n", " | >>> inv = read_inventory('/path/to/BW_RJOB__EHZ.xml')\n", " | >>> print(inv) # doctest: +NORMALIZE_WHITESPACE\n", " | Inventory created at 2013-12-07T18:00:42.878000Z\n", " | Created by: fdsn-stationxml-converter/1.0.0\n", " | http://www.iris.edu/fdsnstationconverter\n", " | Sending institution: Erdbebendienst Bayern\n", " | Contains:\n", " | Networks (1):\n", " | BW\n", " | Stations (1):\n", " | BW.RJOB (Jochberg, Bavaria, BW-Net)\n", " | Channels (1):\n", " | BW.RJOB..EHZ\n", " | >>> st2 = st.select(inventory=inv)\n", " | >>> print(st2) # doctest: +ELLIPSIS\n", " | 1 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | \n", " | .. warning::\n", " | A new Stream object is returned but the traces it contains are\n", " | just aliases to the traces of the original stream. Does not copy\n", " | the data but only passes a reference.\n", " | \n", " | All keyword arguments except for ``component`` are tested directly\n", " | against the respective entry in the :class:`~obspy.core.trace.Stats`\n", " | dictionary.\n", " | \n", " | If a string for ``component`` is given (should be a single letter) it\n", " | is tested against the last letter of the ``Trace.stats.channel`` entry.\n", " | \n", " | Alternatively, ``channel`` may have the last one or two letters\n", " | wildcarded (e.g. ``channel=\"EH*\"``) to select all components with a\n", " | common band/instrument code.\n", " | \n", " | All other selection criteria that accept strings (network, station,\n", " | location) may also contain Unix style wildcards (``*``, ``?``, ...).\n", " | \n", " | simulate(self, paz_remove=None, paz_simulate=None, remove_sensitivity=True, simulate_sensitivity=True, **kwargs)\n", " | Correct for instrument response / Simulate new instrument response.\n", " | \n", " | :type paz_remove: dict, None\n", " | :param paz_remove: Dictionary containing keys ``'poles'``, ``'zeros'``,\n", " | ``'gain'`` (A0 normalization factor). Poles and zeros must be a\n", " | list of complex floating point numbers, gain must be of type float.\n", " | Poles and Zeros are assumed to correct to m/s, SEED convention.\n", " | Use ``None`` for no inverse filtering.\n", " | Use ``'self'`` to use paz AttribDict in ``trace.stats`` for every\n", " | trace in stream.\n", " | :type paz_simulate: dict, None\n", " | :param paz_simulate: Dictionary containing keys ``'poles'``,\n", " | ``'zeros'``, ``'gain'``. Poles and zeros must be a list of complex\n", " | floating point numbers, gain must be of type float. Or ``None`` for\n", " | no simulation.\n", " | :type remove_sensitivity: bool\n", " | :param remove_sensitivity: Determines if data is divided by\n", " | ``paz_remove['sensitivity']`` to correct for overall sensitivity of\n", " | recording instrument (seismometer/digitizer) during instrument\n", " | correction.\n", " | :type simulate_sensitivity: bool\n", " | :param simulate_sensitivity: Determines if data is multiplied with\n", " | ``paz_simulate['sensitivity']`` to simulate overall sensitivity of\n", " | new instrument (seismometer/digitizer) during instrument\n", " | simulation.\n", " | \n", " | This function corrects for the original instrument response given by\n", " | ``paz_remove`` and/or simulates a new instrument response given by\n", " | ``paz_simulate``.\n", " | \n", " | For additional information and more options to control the instrument\n", " | correction/simulation (e.g. water level, demeaning, tapering, ...) see\n", " | :func:`~obspy.signal.invsim.simulate_seismometer`.\n", " | \n", " | The keywords `paz_remove` and `paz_simulate` are expected to be\n", " | dictionaries containing information on poles, zeros and gain (and\n", " | usually also sensitivity).\n", " | \n", " | If both ``paz_remove`` and ``paz_simulate`` are specified, both steps\n", " | are performed in one go in the frequency domain, otherwise only the\n", " | specified step is performed.\n", " | \n", " | .. note::\n", " | \n", " | Instead of the builtin deconvolution based on Poles and Zeros\n", " | information, the deconvolution can be performed using evalresp\n", " | instead by using the option `seedresp` (see documentation of\n", " | :func:`~obspy.signal.invsim.simulate_seismometer` and the\n", " | `ObsPy Tutorial\n", " | `_.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | This also makes an entry with information on the applied processing\n", " | in ``stats.processing`` of every trace.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> from obspy.signal.invsim import corn_freq_2_paz\n", " | >>> st = read()\n", " | >>> paz_sts2 = {'poles': [-0.037004+0.037016j, -0.037004-0.037016j,\n", " | ... -251.33+0j,\n", " | ... -131.04-467.29j, -131.04+467.29j],\n", " | ... 'zeros': [0j, 0j],\n", " | ... 'gain': 60077000.0,\n", " | ... 'sensitivity': 2516778400.0}\n", " | >>> paz_1hz = corn_freq_2_paz(1.0, damp=0.707)\n", " | >>> st.simulate(paz_remove=paz_sts2, paz_simulate=paz_1hz)\n", " | ... # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st.plot() # doctest: +SKIP\n", " | \n", " | .. plot::\n", " | \n", " | from obspy import read\n", " | from obspy.signal.invsim import corn_freq_2_paz\n", " | st = read()\n", " | paz_sts2 = {'poles': [-0.037004+0.037016j, -0.037004-0.037016j,\n", " | -251.33+0j,\n", " | -131.04-467.29j, -131.04+467.29j],\n", " | 'zeros': [0j, 0j],\n", " | 'gain': 60077000.0,\n", " | 'sensitivity': 2516778400.0}\n", " | paz_1hz = corn_freq_2_paz(1.0, damp=0.707)\n", " | paz_1hz['sensitivity'] = 1.0\n", " | st.simulate(paz_remove=paz_sts2, paz_simulate=paz_1hz)\n", " | st.plot()\n", " | \n", " | slice(self, starttime=None, endtime=None, keep_empty_traces=False, nearest_sample=True)\n", " | Return new Stream object cut to the given start and end time.\n", " | \n", " | :type starttime: :class:`~obspy.core.utcdatetime.UTCDateTime`\n", " | :param starttime: Specify the start time of all traces.\n", " | :type endtime: :class:`~obspy.core.utcdatetime.UTCDateTime`\n", " | :param endtime: Specify the end time of all traces.\n", " | :type keep_empty_traces: bool, optional\n", " | :param keep_empty_traces: Empty traces will be kept if set to ``True``.\n", " | Defaults to ``False``.\n", " | :type nearest_sample: bool, optional\n", " | :param nearest_sample: If set to ``True``, the closest sample is\n", " | selected, if set to ``False``, the inner (next sample for a\n", " | start time border, previous sample for an end time border) sample\n", " | containing the time is selected. Defaults to ``True``.\n", " | \n", " | Given the following trace containing 6 samples, \"|\" are the\n", " | sample points, \"A\" is the requested starttime::\n", " | \n", " | | |A | | B | |\n", " | 1 2 3 4 5 6\n", " | \n", " | ``nearest_sample=True`` will select samples 2-5,\n", " | ``nearest_sample=False`` will select samples 3-4 only.\n", " | \n", " | :return: :class:`~obspy.core.stream.Stream`\n", " | \n", " | .. note::\n", " | \n", " | The basic idea of :meth:`~obspy.core.stream.Stream.slice`\n", " | is to avoid copying the sample data in memory. So sample data in\n", " | the resulting :class:`~obspy.core.stream.Stream` object contains\n", " | only a reference to the original traces.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> st = read()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | >>> dt = UTCDateTime(\"2009-08-24T00:20:20\")\n", " | >>> st = st.slice(dt, dt + 5)\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:20.000000Z ... | 100.0 Hz, 501 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:20.000000Z ... | 100.0 Hz, 501 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:20.000000Z ... | 100.0 Hz, 501 samples\n", " | \n", " | slide(self, window_length, step, offset=0, include_partial_windows=False, nearest_sample=True)\n", " | Generator yielding equal length sliding windows of the Stream.\n", " | \n", " | Please keep in mind that it only returns a new view of the original\n", " | data. Any modifications are applied to the original data as well. If\n", " | you don't want this you have to create a copy of the yielded\n", " | windows. Also be aware that if you modify the original data and you\n", " | have overlapping windows, all following windows are affected as well.\n", " | \n", " | Not all yielded windows must have the same number of traces. The\n", " | algorithm will determine the maximal temporal extents by analysing\n", " | all Traces and then creates windows based on these times.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> import obspy\n", " | >>> st = obspy.read()\n", " | >>> for windowed_st in st.slide(window_length=10.0, step=10.0):\n", " | ... print(windowed_st)\n", " | ... print(\"---\") # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | ... | 2009-08-24T00:20:03.000000Z - 2009-08-24T00:20:13.000000Z | ...\n", " | ... | 2009-08-24T00:20:03.000000Z - 2009-08-24T00:20:13.000000Z | ...\n", " | ... | 2009-08-24T00:20:03.000000Z - 2009-08-24T00:20:13.000000Z | ...\n", " | ---\n", " | 3 Trace(s) in Stream:\n", " | ... | 2009-08-24T00:20:13.000000Z - 2009-08-24T00:20:23.000000Z | ...\n", " | ... | 2009-08-24T00:20:13.000000Z - 2009-08-24T00:20:23.000000Z | ...\n", " | ... | 2009-08-24T00:20:13.000000Z - 2009-08-24T00:20:23.000000Z | ...\n", " | \n", " | \n", " | :param window_length: The length of each window in seconds.\n", " | :type window_length: float\n", " | :param step: The step between the start times of two successive\n", " | windows in seconds. Can be negative if an offset is given.\n", " | :type step: float\n", " | :param offset: The offset of the first window in seconds relative to\n", " | the start time of the whole interval.\n", " | :type offset: float\n", " | :param include_partial_windows: Determines if windows that are\n", " | shorter then 99.9 % of the desired length are returned.\n", " | :type include_partial_windows: bool\n", " | :param nearest_sample: If set to ``True``, the closest sample is\n", " | selected, if set to ``False``, the inner (next sample for a\n", " | start time border, previous sample for an end time border) sample\n", " | containing the time is selected. Defaults to ``True``.\n", " | \n", " | Given the following trace containing 6 samples, \"|\" are the\n", " | sample points, \"A\" is the requested starttime::\n", " | \n", " | | |A | | B | |\n", " | 1 2 3 4 5 6\n", " | \n", " | ``nearest_sample=True`` will select samples 2-5,\n", " | ``nearest_sample=False`` will select samples 3-4 only.\n", " | :type nearest_sample: bool, optional\n", " | \n", " | sort(self, keys=['network', 'station', 'location', 'channel', 'starttime', 'endtime'], reverse=False)\n", " | Sort the traces in the Stream object.\n", " | \n", " | The traces will be sorted according to the keys list. It will be sorted\n", " | by the first item first, then by the second and so on. It will always\n", " | be sorted from low to high and from A to Z.\n", " | \n", " | :type keys: list, optional\n", " | :param keys: List containing the values according to which the traces\n", " | will be sorted. They will be sorted by the first item first and\n", " | then by the second item and so on.\n", " | Always available items: 'network', 'station', 'channel',\n", " | 'location', 'starttime', 'endtime', 'sampling_rate', 'npts',\n", " | 'dataquality'\n", " | Defaults to ['network', 'station', 'location', 'channel',\n", " | 'starttime', 'endtime'].\n", " | :type reverse: bool\n", " | :param reverse: Reverts sorting order to descending.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | >>> st.sort() # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | \n", " | spectrogram(self, **kwargs)\n", " | Create a spectrogram plot for each trace in the stream.\n", " | \n", " | For details on kwargs that can be used to customize the spectrogram\n", " | plot see :func:`obspy.imaging.spectrogram.spectrogram`.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> st[0].spectrogram() # doctest: +SKIP\n", " | \n", " | .. plot::\n", " | \n", " | from obspy import read\n", " | st = read()\n", " | st[0].spectrogram()\n", " | \n", " | split(self)\n", " | Split any trace containing gaps into contiguous unmasked traces.\n", " | \n", " | :rtype: :class:`obspy.core.stream.Stream`\n", " | :returns: Returns a new stream object containing only contiguous\n", " | unmasked.\n", " | \n", " | stack(self, group_by='all', stack_type='linear', npts_tol=0, time_tol=0)\n", " | Stack traces by the same selected metadata.\n", " | \n", " | The metadata of each trace (including starttime) corresponds to the\n", " | metadata of the original traces if those are the same.\n", " | Additionaly, the entry ``stack`` is written to the stats object(s).\n", " | It contains the fields ``group``\n", " | (result of the format operation on the ``group_by`` parameter),\n", " | ``count`` (number of stacked traces) and ``type``\n", " | (``stack_type`` argument).\n", " | \n", " | :type group_by: str\n", " | :param group_by: Stack waveforms together which have the same metadata\n", " | given by this parameter. The parameter should name the\n", " | corresponding keys of the stats object,\n", " | e.g. ``'{network}.{station}'`` for stacking all\n", " | locations and channels of the stations and returning a stream\n", " | consisting of one stacked trace for each station.\n", " | This parameter can take two special values,\n", " | ``'id'`` which stacks the waveforms by SEED id and\n", " | ``'all'`` (default) which stacks together all traces in the stream.\n", " | :type stack_type: str or tuple\n", " | :param stack_type: Type of stack, one of the following:\n", " | ``'linear'``: average stack (default),\n", " | ``('pw', order)``: phase weighted stack of given order\n", " | (see [Schimmel1997]_, order 0 corresponds to linear stack),\n", " | ``('root', order)``: root stack of given order\n", " | (order 1 corresponds to linear stack).\n", " | :type npts_tol: int\n", " | :param npts_tol: Tolerate traces with different number of points\n", " | with a difference up to this value. Surplus samples are discarded.\n", " | :type time_tol: float (seconds)\n", " | :param time_tol: Tolerate difference in startime when setting the\n", " | new starttime of the stack. If starttimes differs more than this\n", " | value it will be set to timestamp 0.\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> stack = st.stack()\n", " | >>> print(stack) # doctest: +ELLIPSIS\n", " | 1 Trace(s) in Stream:\n", " | BW.RJOB.. | 2009-08-24T00:20:03.000000Z - ... | 100.0 Hz, 3000 samples\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data will no longer be accessible afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | \n", " | std(self)\n", " | Calculate standard deviations of all Traces in the Stream.\n", " | \n", " | Standard deviations are calculated by NumPy method\n", " | :meth:`~numpy.ndarray.std` on ``trace.data`` for every trace in the\n", " | stream.\n", " | \n", " | :return: List of standard deviations of all traces.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import Trace, Stream\n", " | >>> tr1 = Trace(data=np.array([0, -3, 9, 6, 4]))\n", " | >>> tr2 = Trace(data=np.array([0.3, -3.5, 9.0, 6.4, 4.3]))\n", " | >>> st = Stream(traces=[tr1, tr2])\n", " | >>> st.std()\n", " | [4.2614551505325036, 4.4348618918744247]\n", " | \n", " | taper(self, *args, **kwargs)\n", " | Taper all Traces in Stream.\n", " | \n", " | For details see the corresponding :meth:`~obspy.core.trace.Trace.taper`\n", " | method of :class:`~obspy.core.trace.Trace`.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | \n", " | trigger(self, type, **options)\n", " | Run a triggering algorithm on all traces in the stream.\n", " | \n", " | :param type: String that specifies which trigger is applied (e.g.\n", " | ``'recstalta'``). See the `Supported Trigger`_ section below for\n", " | further details.\n", " | :param options: Necessary keyword arguments for the respective\n", " | trigger that will be passed on. (e.g. ``sta=3``, ``lta=10``)\n", " | Arguments ``sta`` and ``lta`` (seconds) will be mapped to ``nsta``\n", " | and ``nlta`` (samples) by multiplying with sampling rate of trace.\n", " | (e.g. ``sta=3``, ``lta=10`` would call the trigger with 3 and 10\n", " | seconds average, respectively)\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data is not accessible anymore afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | This also makes an entry with information on the applied processing\n", " | in ``stats.processing`` of every trace.\n", " | \n", " | .. rubric:: _`Supported Trigger`\n", " | \n", " | ``'classicstalta'``\n", " | Computes the classic STA/LTA characteristic function (uses\n", " | :func:`obspy.signal.trigger.classic_sta_lta`).\n", " | \n", " | ``'recstalta'``\n", " | Recursive STA/LTA\n", " | (uses :func:`obspy.signal.trigger.recursive_sta_lta`).\n", " | \n", " | ``'recstaltapy'``\n", " | Recursive STA/LTA written in Python (uses\n", " | :func:`obspy.signal.trigger.recursive_sta_lta_py`).\n", " | \n", " | ``'delayedstalta'``\n", " | Delayed STA/LTA.\n", " | (uses :func:`obspy.signal.trigger.delayed_sta_lta`).\n", " | \n", " | ``'carlstatrig'``\n", " | Computes the carl_sta_trig characteristic function (uses\n", " | :func:`obspy.signal.trigger.carl_sta_trig`).\n", " | \n", " | ``'zdetect'``\n", " | Z-detector (uses :func:`obspy.signal.trigger.z_detect`).\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read()\n", " | >>> st.filter(\"highpass\", freq=1.0) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st.plot() # doctest: +SKIP\n", " | >>> st.trigger('recstalta', sta=1, lta=4) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> st.plot() # doctest: +SKIP\n", " | \n", " | .. plot::\n", " | \n", " | from obspy import read\n", " | st = read()\n", " | st.filter(\"highpass\", freq=1.0)\n", " | st.plot()\n", " | st.trigger('recstalta', sta=1, lta=4)\n", " | st.plot()\n", " | \n", " | trim(self, starttime=None, endtime=None, pad=False, nearest_sample=True, fill_value=None)\n", " | Cut all traces of this Stream object to given start and end time.\n", " | \n", " | :type starttime: :class:`~obspy.core.utcdatetime.UTCDateTime`, optional\n", " | :param starttime: Specify the start time.\n", " | :type endtime: :class:`~obspy.core.utcdatetime.UTCDateTime`, optional\n", " | :param endtime: Specify the end time.\n", " | :type pad: bool, optional\n", " | :param pad: Gives the possibility to trim at time points outside the\n", " | time frame of the original trace, filling the trace with the\n", " | given ``fill_value``. Defaults to ``False``.\n", " | :type nearest_sample: bool, optional\n", " | :param nearest_sample: If set to ``True``, the closest sample is\n", " | selected, if set to ``False``, the inner (next sample for a\n", " | start time border, previous sample for an end time border) sample\n", " | containing the time is selected. Defaults to ``True``.\n", " | \n", " | Given the following trace containing 6 samples, \"|\" are the\n", " | sample points, \"A\" is the requested starttime::\n", " | \n", " | | |A | | B | |\n", " | 1 2 3 4 5 6\n", " | \n", " | ``nearest_sample=True`` will select samples 2-5,\n", " | ``nearest_sample=False`` will select samples 3-4 only.\n", " | \n", " | :type fill_value: int, float or ``None``, optional\n", " | :param fill_value: Fill value for gaps. Defaults to ``None``. Traces\n", " | will be converted to NumPy masked arrays if no value is given and\n", " | gaps are present.\n", " | \n", " | .. note::\n", " | \n", " | This operation is performed in place on the actual data arrays. The\n", " | raw data will no longer be accessible afterwards. To keep your\n", " | original data, use :meth:`~obspy.core.stream.Stream.copy` to create\n", " | a copy of your stream object.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> st = read()\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z ... | 100.0 Hz, 3000 samples\n", " | >>> dt = UTCDateTime(\"2009-08-24T00:20:20\")\n", " | >>> st.trim(dt, dt + 5) # doctest: +ELLIPSIS\n", " | <...Stream object at 0x...>\n", " | >>> print(st) # doctest: +ELLIPSIS\n", " | 3 Trace(s) in Stream:\n", " | BW.RJOB..EHZ | 2009-08-24T00:20:20.000000Z ... | 100.0 Hz, 501 samples\n", " | BW.RJOB..EHN | 2009-08-24T00:20:20.000000Z ... | 100.0 Hz, 501 samples\n", " | BW.RJOB..EHE | 2009-08-24T00:20:20.000000Z ... | 100.0 Hz, 501 samples\n", " | \n", " | verify(self)\n", " | Verify all traces of current Stream against available meta data.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import Trace, Stream\n", " | >>> tr = Trace(data=np.array([1, 2, 3, 4]))\n", " | >>> tr.stats.npts = 100\n", " | >>> st = Stream([tr])\n", " | >>> st.verify() #doctest: +ELLIPSIS\n", " | Traceback (most recent call last):\n", " | ...\n", " | Exception: ntps(100) differs from data size(4)\n", " | \n", " | write(self, filename, format=None, **kwargs)\n", " | Save stream into a file.\n", " | \n", " | :type filename: str\n", " | :param filename: The name of the file to write.\n", " | :type format: str, optional\n", " | :param format: The file format to use (e.g. ``\"MSEED\"``). See\n", " | the `Supported Formats`_ section below for a list of supported\n", " | formats. If format is set to ``None`` it will be deduced from\n", " | file extension, whenever possible.\n", " | :param kwargs: Additional keyword arguments passed to the underlying\n", " | waveform writer method.\n", " | \n", " | .. rubric:: Example\n", " | \n", " | >>> from obspy import read\n", " | >>> st = read() # doctest: +SKIP\n", " | >>> st.write(\"example.mseed\", format=\"MSEED\") # doctest: +SKIP\n", " | \n", " | The ``format`` argument can be omitted, and the file format will be\n", " | deduced from file extension, whenever possible.\n", " | \n", " | >>> st.write(\"example.mseed\") # doctest: +SKIP\n", " | \n", " | Writing single traces into files with meaningful filenames can be done\n", " | e.g. using trace.id\n", " | \n", " | >>> for tr in st: #doctest: +SKIP\n", " | ... tr.write(tr.id + \".MSEED\", format=\"MSEED\") #doctest: +SKIP\n", " | \n", " | .. rubric:: _`Supported Formats`\n", " | \n", " | Additional ObsPy modules extend the parameters of the\n", " | :meth:`~obspy.core.stream.Stream.write` method. The following\n", " | table summarizes all known formats currently available for ObsPy.\n", " | \n", " | Please refer to the `Linked Function Call`_ of each module for any\n", " | extra options available.\n", " | \n", " | ====== ======================== =========================================\n", " | Format Used Module _`Linked Function Call` \n", " | ====== ======================== =========================================\n", " | AH :mod:`obspy.io.ah` :func:`obspy.io.ah.core._write_ah1` \n", " | GSE2 :mod:`obspy.io.gse2` :func:`obspy.io.gse2.core._write_gse2` \n", " | MSEED :mod:`obspy.io.mseed` :func:`obspy.io.mseed.core._write_mseed` \n", " | PICKLE :mod:`obspy.core.stream` :func:`obspy.core.stream._write_pickle` \n", " | Q :mod:`obspy.io.sh` :func:`obspy.io.sh.core._write_q` \n", " | SAC :mod:`obspy.io.sac` :func:`obspy.io.sac.core._write_sac` \n", " | SACXY :mod:`obspy.io.sac` :func:`obspy.io.sac.core._write_sac_xy` \n", " | SEGY :mod:`obspy.io.segy` :func:`obspy.io.segy.core._write_segy` \n", " | SH_ASC :mod:`obspy.io.sh` :func:`obspy.io.sh.core._write_asc` \n", " | SLIST :mod:`obspy.io.ascii` :func:`obspy.io.ascii.core._write_slist` \n", " | SU :mod:`obspy.io.segy` :func:`obspy.io.segy.core._write_su` \n", " | TSPAIR :mod:`obspy.io.ascii` :func:`obspy.io.ascii.core._write_tspair`\n", " | WAV :mod:`obspy.io.wav` :func:`obspy.io.wav.core._write_wav` \n", " | ====== ======================== =========================================\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data descriptors defined here:\n", " | \n", " | __dict__\n", " | dictionary for instance variables (if defined)\n", " | \n", " | __weakref__\n", " | list of weak references to the object (if defined)\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data and other attributes defined here:\n", " | \n", " | __hash__ = None\n", " | \n", " | __slotnames__ = []\n", "\n" ] } ], "source": [ "help(st)" ] }, { "cell_type": "markdown", "id": "5d2b7113", "metadata": {}, "source": [ "## Mengeplot data rekaman\n", "\n", "Melihat petunjuk di atas kita ternyata bisa mengeplot data rekaman menggunakan metode `plot`:" ] }, { "cell_type": "code", "execution_count": 77, "id": "28fb255a", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "execution_count": 77, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st.plot()" ] }, { "cell_type": "markdown", "id": "8b863cfc", "metadata": {}, "source": [ "## Melakukan filtering\n", "\n", "`Stream` bisa kita filter dengan metode `filter`, filtering dapat dilakukan baik untuk Lowpass, Highpass, maupun Bandpass:" ] }, { "cell_type": "code", "execution_count": 78, "id": "d88f0ce4", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "execution_count": 78, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st_LP_01 = st.copy()\n", "st_LP_01.filter(\"lowpass\",freq=0.1) #low pass 0.1hz\n", "st_LP_01.plot()" ] }, { "cell_type": "code", "execution_count": 79, "id": "a38eaac2", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAu0AAALhCAYAAADrfJocAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAAC7IUlEQVR4nOzdd3xUVfrH8c9DR0KCICsKigVl7QhrF3WVVREbdllZ1IW1r21XRdS1UBR/lrVgVxTEsooVLIhSBEGlixRRem9pJCQkeX5/THEmmSSTkCGT8H2/XueVmXPOPffcmcnMM2fOPdfcHRERERERSV51qrsDIiIiIiJSNgXtIiIiIiJJTkG7iIiIiEiSU9AuIiIiIpLkFLSLiIiIiCQ5Be0iIiIiIklOQbuIiIiISJJT0C4iIiIikuQUtIuIiIiIJDkF7SIiIiIiSU5BuwhgZg3N7FUzW2ZmmWY2xcyOK1bnLjNbb2abzGywmVkwv72ZfRIs22BmI81sz4jtLgq2t9XMhsbRl/3NbJKZ5ZjZdDM7IqLsJDMbb2bZZjYujrauC7axzczuL6PeZ2ZWELy9d7D9bDPbYmYecT+7vHYtYICZrTazzcHHZs8Yu8XMUszsWzPbaGbpZjbWzP4YUR73Y2dm+xTvq5n9tVidO8xsuZllmdkMM2taRntXmtkvwXbmmdn+wfzdg8e0zsw8xnaHmNmE4OvoZzM7JaLsFDMrKtbHzhHlo4LtZpjZ1MjXoJk1N7P/BV9/a83saTOrW9ZjUhlxvJ4bm9nw4GO4zMwujyjrZmaTg/1fZWaPm1n9iPL7zWxu8DG4Mo6+dDWzRcHX4UdmtmtEWVyv7Yj6zwfb8sjnpFidNDNbY2ZfBe//NeJ52mpmhRH3Pyuv3Yo8Z9vz2ojRVpnvE2Z2qZktDL5GfzSz4+N4/O4KHuOJxfJL+z+x4PO93AL/2y+ZWYOI7cYFH9OoxzNYdp6ZzQ8e6+rg66huRHmF+y9SGyhoFwmoBywBTgSaAU8Cn5hZCoCZnQXcABwLHAx0Ba4ObpsGjAQOBFoDK4ChEW1vAv4PGBJnX94CvgKaAy8BH5hZvWBZDvAi8GCcba0G7gfeL62CmZ0PhINXd1/m7inungLsH8xLicgrr90LgJ7AMcDuwEbgsVJ2nwf0AVoSON4PgGER5RV97Aoj++rub0Yc5w3AmcAJQCrQC8iP1YiZdQNuBc4j8NicE+wLQBEwGvhbjO3qAx8B7wG7Av8E3jOzFhHVfivWx4kRZXcAe7p7GjAA+Mgs8OUQeADYBdgLOBQ4Cegd5+NSEeW9nh8AdguWXQIMMbP2wbJUAq+LVsARwFHAvyO2XQTcBnxbXifM7A8E/hf+SeD1kQ48FVGl3Nd2MTMJPF6/lVHngWAfAXD3NyNe91cCEyOet65xtFvR56yyr43iSn2fMLNWwOvAdQSe6xcJvF5LZWatgcsJPOaR+WX9n1wJXEzgPXMvAq+J+4o13TvG4wnwI9A5eKwHE3gtXVvZ/ovUGu6upKQUIwGrgE7B228B90SUXQmML2W7A4GsGPl3AUPL2Wd7IBtoGJG3BPhzsXqXAeMqcCzPA/fHyG8E/ETgy0pBjPJWgbeJ+NsFbgfejLh/FjArjj7WJfBBvKmSj90+sY4hou1VwP5xPl5TgdPKqVPisSEQmG0sljeGQHACcAqwKI79G9ANcCAtmPcJ0CeizmDgv5V9fVfgtRP1eiYQuJ0YcX8o8EAp2/4D+CRG/ufAleXs9xrgq4j7+wJbgcblvQbLaXc+cEqM/EOB7wl8Gf8qRnmZ/3Ox2q3Ic7Y9r40y6pboM9AJWBlxf5dgW7uW0c7bQHeCAxsR+aX+nxAIpP8Zcf8EYEXE/XHAFXEc767B/6HHK9t/JaXakjTSLhKDmR1AYOQ3NOp2MDA7osoc4JBSNj8JmFvJXR8MLHT3vDj3tb3uIvCBvKIK23wPONDM9jWzxgRG6L4MFZrZbDPrEbmBmc0mEJA9SyCwiUvwZ/fIn+vrBqdlLDWzJ81sl2B+GwIf7hcFpyksMLM+pbRZF+gIHBr8af83M7unjFHNEk3EuB/5/O0VnObwi5ndV3y6hJl9SuCx+BR43t0zgkUvAOeYWVMz24PArz1j4uzT9gi/ni0wPaUVO+5/Ibwfd18MbCP4608CPEXgC2dRFbZZ6nNmgWlo6Wa2d0T9Sr02zKxH8H8oHjOBRWZ2RrD9K4Ef3X1zrMrBKT+7ufsHxfLj+T8pfru1maVF5D1hgWlYY8zs8GLtn2hmGQRG7o8AXq1M/0Vqk3rlVxHZuQQDzeHAoIiAKQXIjKiWGcwrvm07YCCBEa7KKL6fUve1vcxsHwLTGzoSCMSqyhoCI5a/AYUEAq/rQ4XufnjxDdz98ODj3oPAiHhc3L1ZxN0NBEbhZhEI0l8HHgFuIjCVI43AqPE+wAHAWDOb79FTECAwpacecDpwGIHpUl8CS4meuhPLAiDdzG4DngZOA07m96kT8wkEIAuBPwLvAluImD7k7mcH5/6eDTSJaHsmgeknmwn8cvCKu39aTn+2S4zXc+h1mBVRrbT/hQsJHP8RxcvilAIsL5aXqP+Fy4B17j4xNCe7isyklOfM3ZcReG2FVPq14e4jgBHxdMjdC83sTQJToBoSmHZ0Wqy6wWl5TxCY7lZcef8nnwO3m9mHQAbQN7hdk+D9O4CfCbxH3AR8ZmZ/dPesYD+/BdLMbN/g/tdVtP8itY1G2kUiBOck/4/ACHvkfNBsAh++IanBvMht9yTwoXWvu38d5/4+s+iTzorvJ+a+SmnreSvlBMxSPBHs69Z4+loB/yEwSvoHAvNcJxAIoMvk7rkERtNeKzYHPC7unu3u09290N2XEvgV4YJgcW7w74Punuvuswn8wnBWjKZCdQe7e7q7LyEwYhqrbvE+bAPOJzDHdw2B+b7vEPwlw93XuPt8dy9y95+B/hF9jGwn391HAv82s9Ao9rvANAJBaysCv2b8s7w+WfTJlM+XVz9iu1iv59DrMPIE3lj/C38GngPOcfd1ce4v6mRntu9/YW5Ee3uXU7cJgbnn/y6rXiXF/Zxt52sjbmZ2OoH3tmMIBL03AJ9G/CoV6QbgW3f/KUZZef8nrxI4/vEEpuB9ReCXkrXB4/g++D+b6+6DCXwRPDbG8S4m8GvNM5Xov0itoqBdJMjM6hAYIXKgl7tHrgzyM4HRpJBDifjZ38x2I/Ch9KK7vxDvPt29q0efdPYzcICZNSxtX2W0da3HOAGzDKcAz5rZGuAHAlNL1lQmECjmCOBtd18fDMRfJv6RMCMQELbezj5AYJpD6Of5hQROOo18Tkus/AIQ/Jl9VTx1S9l+truf7O4t3P0MYD8CvzyU18dY6vP7dJAjCLy+trr7WgIBUbmPq0ecTOnu18ZzDKW9noOPzRrK/l84Jti3S9z9x3j2F2y7+MnOUf9zwV+G6gO/xtHWIRHtLSun+gEE5sv/EPxf+C/Q2cwWxNv3MlTqOQuqyGujon36xt1/Cn7BfQdoTOB8muL+DPw1+L6whsAJpR+ZWZ/y/k+CXz7+4+77uHsbAq+R6e5eWEq/yjreekC7SvRfpFZR0C7yuxeAPYCL3b2gWNlw4Boz28/MdiewAsYbAGaWCnwBfOruDxdv1MzqmlkjAh88dc2skf2+GkwUd18AzAPussAylP8g8EE4MdhWnWBb9YE6wbbqx2orWL9esH5doF6wfmiebHugQzCdReBn6g4EpniUqZx2fwQuscBydw0InNg3p5R2OlpgeboGwRHPRwj83D0/WB73Y2dmR5vZARawJzAI+BjA3bcQmGvfL/i4HgRcSmAVmFiGAndYYC5yGwInVI6K2FcjAqN8BPvUMKLs8GDeLmb2b6COu38eLDvFzPYK3j4AuCfURwucA9At1J6Z3Uxgmk8o4P8RuNrM6gd/ibiotMd1e5T3eibwv3BP8LE5msCvCiOC2x5G4OTLv7v7uBht1w8+dnWA+sFjLe1z6APgKDM7MziK+h/gf8EvguW9BmMdV4NgfQMaBOsbgVHgvfn9f+E+AidYdi6lqXjbhQo8Z9v52ijeVlnvE9OAU8zsj8H/lQsJnJAea/WbKwn8ahZ6bFYBVwGhQYGhlPJ/Yma7Bd8vLTgQ8BiBXzQws2Zm9pfgsTQws1sJnEM0NVh+iQV/IQk+Fn2B0K89Fem/SO0S7xmrSkq1OQFtCQTHuQR+fg+lzhF1+hKYN72ZwMmSFszvFdw2crvsiO2uDJZHpvvL6Es7YFKwLzOADhFlp8Roa2gZbd0fo/6VMertQwVWjymrXQInfL5C4GfwzQRGbNtHbDsX+Gvw9jHBY8wisDTk58Dh8T52kc8RgfnwSwjMA15BYE55SkTdZgSWB8wCFgP/iCj7KzA34n4DAsttZgTbuq/Y8Rfv05KIsicIfPHIDO6vVUTZ7cDKYB8XE/iZv16wbD/gu+B2mwl8UTu52Oviy2DZOgIBU5ME/C+U93puTCBoyyYw57xHRNlrBL78RW77WUT50BiP3Sll9OUsAiPrOQQC2F0jyu6P0VaJ13ZE/XEx6u8To96VVGD1mLLaLes5I/BFIRvYuwpeG8Vfv6fE6NPQiPLbCfyvZBE456RbRNlnwN2lPIZLiF49ptT/E+AgAtMMc4J/r4woa0ngC00WgRNNvwY6RpTfG2xvC7CMQMDfKJ7+KynV5hQKOkREREREJElpeoyIiIiISJJT0C4iIiIikuQUtIuIiIiIJDkF7SIiIiIiSU5Bu4iIiIhIklPQLiIiIiKS5BS0i4iIiIgkOQXtIiIiIiJJTkG7iIiIiEiSU9AuIiIiIpLkFLSLiIiIiCQ5Be0iIiIiIklOQbuIiIiISJJT0C4iIiIikuQUtIuIiIiIJDkF7SIiIiIiSU5Bu4iIiIhIklPQLiIiIiKS5BS0i4iIiIgkOQXtIiIiIiJJTkG7iIiIiEiSU9AuIiIiIpLkFLSLiIiIiCQ5Be0iIiIiIklOQbuIiIiISJJT0C4iIiIikuQUtIuIiIiIJDkF7SIiIiIiSU5Bu4iIiIhIklPQLiIiIiKS5BS0i4iIiIgkOQXtIiIiIiJJrl51d2BHMTMD9gSyqrsvIiIiIiJBTYFV7u5lVdppgnYCAfuK6u6EiIiIiEgxbYCVZVXYmYL2LIDly5eTmppa3X0RERERkZ1cZmYme+21F8QxE2RnCtoBSE1NVdAuIiIiIjWKTkQVEREREUlyCtpFRERERJKcgnYRERERkSS3081prwh3Z+vWrRQVFVV3V5KWmdGoUSPq1NH3PxEREZFEUdAew9atW3nmmWcYM2YMGzdurO7uJL2GDRtywgkncOONN7L33ntXd3dEREREah0rZx33WsPMUoGMjIyMMlePcXduvPFGZs+eTffu3TnooIOoV0/fbUrj7qxcuZIPPviAbdu2MWzYMHbbbbfq7paIiIhI0svMzCQtLQ0gzd0zy6qraLSYX375halTpzJ48GBOPfXU6u5OjXHuuedyzjnn8Nlnn9GzZ8/q7o6IiIhIraKJyMVMnz6d+vXrc9JJJ1V3V2qUFi1a0LFjR2bMmFHdXRERERGpdRS0F7N161YaN26sKTGVkJqaSm5ubnV3Q0RERKTWUdAeg5lVdxdERERERMIUtFfAK6+8QocOHWjSpAl77LEHp59+Ol988QUA++yzD7vssgspKSnhNGTIkEq1BTBhwgSOPfZY0tLSaNGiBaeeeiqLFy8G4P7776d3795x9fnKK6+kYcOGpKSkkJqaygknnMCsWbOiyvv37x+1zbhx42jXrh0Ab775ZtQxpaSksMsuu2BmTJgwIb4HTkRERES2i4L2OD300EPce++99O/fn/Xr17N8+XLuuOMOPv/883CdL7/8kuzs7HC6/vrrK9VWRkYG5513HnfccQebN29m6dKl3HTTTdStW7dSfb/33nvJzs4mPT2ds88+m6uuuirubf/6179GHVN2djZXX301nTt35oQTTqhUf0RERESkYjRxOw6bN29m4MCBvPPOO5x99tnh/C5dutClS5cqb2vhwoU0bNiQCy64AICUlBS6d+++3cdRp04dLr30Uh588MFKtzFy5EjeeecdZs6cWekvESIiIiJSMRppj8OUKVMoKCigW7duO6StAw88kPz8fHr37s2YMWPIzCxz2c64FRQUMGLECI455phKbb9kyRJ69+7N0KFDad26dZX0SURERETKp6A9Dhs3bmS33XaLGllu1aoVzZo1o1GjRuG8rl270qxZs3AaP358pdpKS0tjwoQJ5OXl0bNnT1q2bMkVV1xBVlZWpfo/YMAAmjVrRpMmTXj00UdLjLSHykMp8heAkG3btnHZZZdx9dVXV8mXFxERERGJn4L2ODRv3pwNGzZQWFgYzluzZg3z588nLy8vnPfZZ5+Rnp4eTieffHKl2zr00EMZNmwYa9asYfLkyUyePJkBAwZUqv/9+vUjPT2d3Nxchg0bxjnnnMOqVatKlIfSp59+WqKNu+++G3dn0KBBleqDiIiIiFSegvY4HHfccdSrV4/Ro0dXS1udOnXiggsu4KefftqufdepU4dzzz2XBg0aMHny5Li3Gz16NK+88gpvv/029evX364+iIiIiEjFKWiPw6677sqdd97Jddddx+jRo8nNzaWwsJCpU6cmpK358+fzxBNPhEfDFy5cyCeffMLRRx+9Xcfh7owaNYpNmzbRvn37uLZZuXIlvXr14qWXXmLffffdrv2LiIiISOUoaI/T/fffz3333Uffvn1p0aIFe+21F08//XTUiPnpp58etZ55v379ABg4cCBdu3aNu62mTZsyefJkOnXqRJMmTejSpQvdunXjrrvuitm3lJQUJk6cCMDEiRNJSUmJKn/ooYdISUmhadOm3H777bzyyiscdthhcR33K6+8woYNG+jVq1eJ9drffPPN+B9AEREREak0c/fq7sMOYWapQEZGRgapqaml1hs6dCjDhg1j7NixO65ztcTdd9/N5s2bee6556q7KyIiIiJJLzMzk7S0NIA0dy9zuUCNtIuIiIiIJDkF7cXUr1+fvLw8kvEXiMLCQtLT06u7G6XKy8vTiaoiIiIiCaCgvZgDDjiArVu38vPPP1d3V0pYsWIFixYtoqCgoLq7UsK2bduYOXMmBx54YHV3RURERKTWqVfdHUg2nTp1ok2bNtx9993ceOONHHzwwdSrt+MfJndn1qxZ7LXXXrRo0QKA1atXk5GRwZo1a5JmRLuoqIiVK1fyxhtvkJOTE3XCrYiIiIhUDZ2IGsOqVavo27cvc+fO3TGdi8HdWblyJQ0bNqRly5ZA4Gqqubm57LnnntSpk1w/kuy+++7cfffdnHDCCdXdFREREZEaoSInoipoL8OqVatYsWJF1NVLd5S8vDz+/Oc/06FDB4YMGQLAnXfeycSJE/nkk0/Co+/Vzcxo3rw57dq1S7ovEiIiIiLJrCJBe0LnfZjZHcBNQDNgEXCSu2eZ2V3A7UBd4GXgTg9+ezCzo4BXgHbAD8Df3H1psKwx8BJwHrA5uN1bier/nnvuyZ577pmo5mMqLCzkmmuuoW/fvgCkpaVx3HHHAdC8eXMA/vSnP9GqVasd2i8RERERqT4JGxo1sxuAM4ETgFSgF5BvZmcBNwDHAgcDXYGrg9s0BEYCTwHNgW+B4RHNPgDsBrQGLgGGmFl8l/asIRYuXMgrr7zCfffdV2qdyF9HJk+eTPPmzcnLy9sR3RMRERGRapCQoN3M6gL9gD7uvswDZrt7HtATeMHdf3X3NcBjwN+Cm54C5Ln7y+6+FRgAdDKzfYPlPYH+7p7p7lOAj4AepfShoZmlhhLQNBHHmiixpi2ZWYm8//73v2zevJm1a9fuiG6JiIiISDVI1Eh7G2AX4CIzW2tmC8ysT7DsYGB2RN05wCGxytw9B/gVOMTMdgValbFtcX2BjIi0YruOaAcJBetvvRWY9RMrUI9UXrmIiIiI1HyJmtPeGkgDDgT2AQ4AxprZfCAFiJxonxnMI0ZZZHmoTlYp2xY3CHg84n5TakjgLiIiIiISKVEj7bnBvw+6e667zwbeBs4CsgnMcQ9JDeYRoyyyPFSnaYyyEtw9LziNJjN4Nm5WrHo1UWg0fvjw4WzevBmAtm3bMmvWrOrsloiIiIgkSKKC9oVAPhA5MTt0+2fgsIj8Q4G5scqCq8XsD8x1983AmjK2rZXMDDPj5ZdfjpoKk5WVRc+ePfnyyy/DeWPGjImrzc8//5xVq1ZVeV9FREREJDESErS7+xbgPaBf8ITQg4BLgdEEVoO5xsz2M7PdgduAN4KbjgMam9nVwZVk+gHT3H1xsHw4cI+ZNTWzowks/TgiEceQbB577LGo+0VFRZVuq2vXrpx66qnb2yURERER2UESeTWcGwgsz7iBQLB+r7tPdPdRwHPA98B84AvgVQhMaQG6A7cA6cBJwBURbd4HbAJWA+8DN7r7ggQeQ62lkXYRERGRmiNhF1dy93TgwlLKBhE4UTRW2Q/A4aWU5QJ/raIu1lilXcW2Ile33VmuhCsiIiJSG+i68zVI5Jz2RCz1uGbNGrZt21bl7YqIiIjI9lHQnuQqEpxv70j7HnvswT/+8Y+42xARERGRHUNBew3k7qUG89u2bWPGjBlxtRHL2LFjt6tvIiIiIlL1FLTXEPPnz2fkyJHl1uvbty8dO3YkM7P4NapEREREpKZS0J7kKjo9Zt68eQDk5+eXW3d79yciIiIiO4aC9iSzPau6lDVtJt79aFUZERERkeSjoL0GqorAWsG5iIiISM2hoD2JTJgwgSOOOKLceqUF3FOmTGHUqFFl1hERERGRmkdBexLp168fhYWFUXkVmWP+0UcfxV1XQb2IiIhIzaGgXaIomBcRERFJPgrak0isUfXSRtrLC64VfIuIiIjUHgraayAF5CIiIiI7FwXtSW7t2rUx8xW4i4iIiOw8FLQnudmzZ1d3F0RERESkmiloTyLbe2GkitYRERERkZpBQXsSqcjyjuUF5YMHD65QeyIiIiKSvBS011KPP/54dXdBRERERKqIgvYkUpUj7duzfb9+/ejVq9d2tS8iIiIiVUdBexKpyJz2ESNGJKQP7s7AgQN54403EtK+iIiIiFScgvYa6rbbbour3sMPPxw1qj569OhEdUlEREREEkRBexJJxImjffv2ZdOmTQCsW7eObt26Vfk+RERERCSxFLTXQBWdz15UVARAfn5+VP7o0aOZMWNGqdtNmTKl4p0TERERkSqnoD2JxDvSPmfOnAoF7qGgvXj73bp1o2PHjqVud9xxxzF37lzMjJ9++inu/YmIiIhI1VLQnkTiDdrPP//8Sq0eU5npN6HRdo26i4iIiFQfBe011PYG7cW3L609XaBJREREpPolLGg3sxfNbLWZZZrZHDM7J6LsLjNbb2abzGywRUSGZnaUmc02sxwzG29mbSPKGpvZcDPLMrNlZnZ5ovpfHSoSIBcWFla4XQXgIiIiIjVTIkfaHwf2cfdU4GpguJm1MLOzgBuAY4GDga7BcsysITASeApoDnwLDI9o8wFgN6A1cAkwxMzaJ/AYaoXdd9+dtWvXRgXtxQP47b1Yk4iIiIgkTsKCdnef7+55obtAAwLBdk/gBXf/1d3XAI8BfwvWOwXIc/eX3X0rMADoZGb7Bst7Av3dPdPdpwAfAT1i7d/MGppZaigBTRNwmFUqkSPh//znP6PuV3Q6jIJ6ERERkeqT0DntZjbEzHKBH4CvgTkERtdnR1SbAxwSvB1V5u45wK/AIWa2K9CqjG2L6wtkRKQV23s8iZbIoL2wsLDM9jWnXURERCR5JTRod/frgRSgC/ClByLDFCAzolpmMI8YZZHloTpZpWxb3CAgLSK1qdxR1B6RAXhBQUHMOtu2bdtR3RERERGRONVL9A7cvRAYa2a3mNkvQDaQGlElNZhHjLLI8lCdpvwe2EduW3y/eUBoek6NGDGuUyexi/nEM9K+du3aqPwbbrghoX0SERERkfLtyCUf6wHtgJ+BwyLyDwXmBm9HlZlZY2B/YK67bwbWlLFtjZfoLxZZWVnlVyomNzcXiH9Oe8uWLbnnnnsqvB8RERERKV1CgnYzSzOzHmaWYmb1zOxi4M/ABAKrwVxjZvuZ2e7AbcAbwU3HAY3N7OrgSjL9gGnuvjhYPhy4x8yamtnRwHnAiEQcQ23Uo0fMc3aBqjvRdMOGDQwYMKBK2hIRERGRgESNtDvQh8DJnxuBu4Ae7j7T3UcBzwHfA/OBL4BXITylpTtwC5AOnARcEdHufcAmYDXwPnCjuy9I0DHscIkeaZ83b16p+/3pp5+qdF8zZswgJyenStsUERER2VklZE67u2cSGFkvrXwQgRNFY5X9ABxeSlku8Neq6OPOpryR9I8++iiudlasWMGyZcs4/vjjy6zXsWNHevTowZtvvhl3H0VEREQktoSfiCrxq86TZcsL6kPlHTp0YOPGjXFNp5k7t9acbiAiIiJSrXbkiahSht9++41ff/01ofuozDrtIUVFRdx9991s3LixRNn06dNZtWpVhdsUERERkfhopD1J7L///gnfR1lB9EMPPVTmtmvXrmXQoJgzmujUqRPNmjVj8+bN29U/EREREYlNI+07ke0Z+S5v2/T09Crdn4iIiIj8TkG7xEUBuIiIiEj1UdC+k3D3hI60V9U2IiIiIlKSgvadiIJ2ERERkZpJQftOYntH2ouKisqtU1BQUGKfIiIiIrL9FLTvRBI90t63b98q25+IiIiI/E5B+05i27ZtCR9p//HHHyvdvoiIiIiUbqcL2vv06VPdXagWo0aNIjc3t9LbFw/aZ86cWe42GmkXERERqRo7XdAulVNYWBh1f9SoUcyZM4c//elPpW4zf/583nrrrUR3TURERKTW2+mCdo3+Vk7xoP2ee+7hkUceYdq0aWVu16NHj0R2S0RERGSnoKBd4hJrTruZxbVtdnZ2+PY777zD3//+d1auXFlq/cLCwhJfEkRERER2ZvWquwM7moL2yokVtBdf4vG7774rt53LLrsMgFdffbXU56Jp06Y0adKE9evXV6KnIiIiIrWPRtolLr/88kuJvLfffjvqfl5eXsxtr7vuurgf99GjR5Obm8uGDRvCeS+++CLLli0L3//kk0/Iz8+Pqz0RERGR2kBBu8RlzJgxld52+PDhPP300yXyTz31VFJSUli9enU4b86cOSXqXXPNNZx77rkALFy4kHPPPZcBAwZUuj8iIiIiNY2Cdtkhbr755hJ533zzDVu2bOHLL78M59WpE/sluWXLFgC2bt0KwKpVqxLQSxEREZHkpKBddphjjjkmZn5OTk74duTJrVOnTg3fdnc2b94cfv4i6xUVFfHrr7+Wu//ly5fTpk0b1q1bB8DHH38cdZKsiIiISLJS0C47zPfffx8zv6ioiMzMTN5++23+/e9/h/OPPfbY8PO1bt06mjdvzquvvgpEj8g/9dRTtGvXjjVr1pS5/w8++ICVK1fy1VdfkZmZyXnnncdNN920vYclIiIiknAK2qXa3XjjjaSlpXH55ZeXKAst/ZiVlQXA+PHjAcKj5enp6dx6660A4ZNXN2zYQH5+Pnl5eeTl5XHGGWewePHiqOc+1G7kfHoRERGRZKWgXZJa8fXaZ82aBQRGzefNm0ffvn3DZfn5+RQVFdGyZUsaNmxIo0aNmDdvHl9++SUPP/xw+LmvU6dOzCUsITBVJ9lWpvnuu++48MILyczMrO6uSBzy8vL0PiMiIlVOQbsktUaNGpVadvDBB/P888+H73fq1ImXX345qk7dunWBwKo0oUB9zpw57LbbbjHbbNKkCSeddFKF+zly5Ei+/fbbEvkfffQRHTp0qHB7Ie7O8ccfz8iRI7n00ktLrVdYWMirr75KXl4e7777LiNHjgyftBvy3XffMWnSpEr3ReLTrl07evXqVd3dEBGR2sbdd4oEpAJev359TyZ5eXkOKCUoXXbZZeHb//d//xezzhFHHOGvvPKKu3s4b+LEiT548GDPz88PP1f5+fmek5MT9fw988wzvssuu4S3K65du3YO+M033xzX6yE7O9vXrl0bvv/oo49G9bU0H3zwgQP+zjvvRNX/4osvwnUi28jJyfHNmzfH1afaKjc317ds2VJq+fDhw33JkiVReZmZmf7kk0/6I488UqJ+fn5+XM/Vtm3bfP78+ZXvuIiIJJWsrCyfO3dupbbNyMgIfW6kenmxbHkVaksKBe2AFxYWVuqBTYT09PRqD2yVAunyyy8vkffCCy/4Rx995GPHjvVTTjnFAc/Pz/fCwkKfM2dOifpTp051d/eioiJfv369//GPfwyXvf/++56dne2ZmZm+efNmLyws9P/7v//zZs2a+SWXXOJPP/20N23a1IHwl4O99torqv0nn3zShw4d6p9//rm7u7/66qtR5S+99FLU/TvvvNOXL1/u7r8H7SkpKZ6WlhYVWI4aNcqnTZtW4vWZn5/veXl5if432CGKiop8yZIlfv311/ukSZO8efPmbmYl6oUC9dDjtWXLFl+9enVUXuixGzFihAM+ffp0v/nmm0u8Hn755Rd3dz/66KP9rrvucnf3u+++2wH/+uuvPSMjI2Y/J06c6NnZ2SXKpk2b5oD/9NNPvmTJEk9PTy9R59Zbb/VPPvnE3d0nT57se+yxh+fm5lbmIRMRkTiceeaZUZ+pFVGrg3agJTAK2AIsAE6Lc7tw0B7rw7C6KGivmemaa67xW265JWbZa6+95hdeeGG5bXTq1KnM8tatW5fbRqNGjaLu33XXXTHr/ec//4mZ//PPP7v778HookWLvE+fPn7SSSf5yy+/7AceeKC3aNHCH3/8cQf88ccfL/P1/NFHH/lf/vIXLygoCOctWLAg6gtBUVGRz5kzx93d999/f3/77bfDZffdd58/++yzZe5j48aNPmHChAr9n02ePLnUxzA0Qn744Yf7Rx995IC3b9++RL0JEyZE3R84cKC3atWq3Odo9uzZ4dvu7s2aNYsq//TTT8P9HDVqVPg57N69u3/88cd+9tlnO+BFRUU+YMAAB3z48OEOeLt27dzdffPmzZ6ZmenuHrWv0BfRn376Kerx2Lx5sxcVFXlRUVGJslmzZkU9fyIiUrbQ+27kr9vxqu1B+7vAK8AuwLnARqB5HNuFg/Z169ZV+EGNBfCjjjoqKm/BggXepUsXLyoqiquNUJCgpFRdqbRAv7Q0duxY//zzz/3tt992wKdNm+avvfaaP/TQQ+E6//znP0tsd8EFF/idd94Zvr9gwYLw7QkTJvjmzZvD90O/akBgqtLEiRN9wYIFPmnSpHD+sGHDfNGiRf7qq6/6yy+/7ICfffbZXlhY6N9//71PmjTJu3bt6hMnTizzeCID+gcffDChj3Ws0fhQeu655+JuJxS0Az5u3Ljw7RUrVoRvv/jii+Hb33zzjf/8888+ePBgX79+vQP+xBNP+DnnnOMQ+KD57LPP/IsvvghvU9oUoOKj+7fccovfdNNNPmPGDP/oo4/C07tyc3O9ZcuWftddd/mFF17oP/30k8+ZM8cfeughd/eYv+wUl5OT4/n5+T548GC/+OKLfe3atf788897Xl6eL1u2zJcvX+6ZmZkxpzpt2rTJhwwZErPdoqKiqF9cK/JrUlZWln/wwQcl8pcuXer//e9/o/Lmz5/v/fr18+zsbC8oKIj67CkqKvIXXnjBt27d6rNmzfLvvvvOAZ8/f3748+N///uff/nll1H93LRpU7l9jPfzp7oka//S09N96NCh1dqH3Nzc8BfwyiooKPAff/xxu9qo6HO0bdu28CBQddqyZYs/+OCDUVNbKyI7O9v79+9f6vHPmjXLX3rpJR8yZIjfcMMNDkT9It6zZ08H/Kmnnor7eay1QTuQAuQDbSLyxgFXxbFtKqV8ANatW7fcD8ndd9/d27ZtW2Uf3v/4xz/8uOOOS2iAoKSktHOloUOHVnsftifF8+tSRVOvXr3Ct/v37++77757+H55X1g7dOjg3bt3dwi8Z0dOd0tkatiwYZnlQ4YMCd9u0aKF16lTp0Sdjh07Rt3fddddw7ePPvroEvXPOeecqMemXbt2ZX42XnvttXEdS+/evUsti9XvUDr++OO36zE85ZRTwlMWiqcBAwb4bbfd5kD4OW3RokVUnc6dO4dvR37Zvvzyy/3f//53VN0TTzzRzz///PCvp5G/tB5xxBFRr8W77rrL99prL7/ooouiXoOXX3551Hah18App5ziRx11lAPeqlUrP/XUU33vvfeO2n/z5s39/vvv9xNOOKHE4zZo0CDv1auXn3rqqeGAMpRCgx0VSZdeeul2PS+Rac8994yZX/yX4euuu87/97//ReV98803vs8++0Qd79577x31eMdKu+22m7dv397POuuscN4f/vCHKjumiqYPP/ywQkG7BQPaGsHMjgTGunvziLyngTx3/1exug2BhhFZTYEVO6SjIiIiIiLlyMjIIC0tDSDN3ctc27mmLfmYAhQ/oMxgfnF9gYyIpIBdRERERGqkmha0ZxOY5hIpNZhf3CAgLSK1CRVMnTqVrVu34u4UFBTg7ixdupQNGzaU+Cli9erVFBUVUVhYGM4rKipi7dq14R2tWLGC999/n1mzZnHdddcB8Ouvv5Kens6SJUt49tlnmTFjBgMHDmTNmjVR7b/22mtV+wiJ1BBXXXVV+HbPnj0544wzKtxGcHQirHfv3lH3+/fvX7nOJbFY6/Wfe+655W535JFHhm+vWBF7DOP777/nxhtv5LzzzgvnjRw5Egis8z906FAaNGgAwNixY6lfvz5mFtVG6Hl8++23ufLKKwE49thjAejevXv4ImH16tVjwYIFPP/883zwwQds27aNjIwM3J1169Zx3333cdJJJ3H33XeHr4AcKSMjA4Czzz6bOnXq8Msvv/DFF18wePBgVq5cSbNmzVi5ciX169cHoKioiNzcXFavXs2qVatYvXo1zz33HAB33nkn7s6mTZvo0aMHTz75JF9//TXvvPMOGzdupKCggLFjx7J27Vr23ntvZs+ezYQJE6hTpw4rV67kxRdf5KuvvmLatGkAfPHFFyxbtox//vOf/PDDDwwaNIipU6fi7jzwwAPcfPPN/Pjjj1x77bXhNf0vvvhihg4dyq+//sqCBQuYOXMmP//8M1lZWWRlZbFp0yY+/PBD1q9fH/4cGjx4MDNnziQzM5O8vDxWr17N4sWL+eWXX8KfbUVFRSxevJgff/yRDRs2MGPGDBYvXsy8efPIyckJf/Z99tlnUZ9369ev57PPPmPSpEn88ssvTJo0iVdffZWnn36a5cuXh9tPT0/nhBNO4PXXX8fdefjhhwH47bffcHe2bNnCxx9/zJQpU9i8eTNFRUUUFBTw3XffsWDBAjIyMpg0aVJUm4sXLw5/5ubn55OTkxP1+bx161bmz58fPr7ly5fz5JNPhrcpKirC3dm2bRsFBQXk5+dHfe6G9lM8nXjiieHXyvDhw8nKymL27NlRddasWcO0adNKbLt06dISeaFYIda+CgoKyMzMxN3Jzs4OxySrV69m+vTpJdoJ3S5+LMXTqlWryMvLY9WqVWXWy83NDd/OzMxk7dq1TJkyheeff57s7GwKCgp4+eWXo+pF9ifUpw0bNjB27FhWrVrF8uXLKSwsZNOmTaSnp8fcb+SxhFJ6enpUjFX88du2bRszZ84ssW2stvLy8jjzzDPDj9P48ePZtGkTRUVFrFu3rkT9rVu3kp+fT0FBQfi9DuCBBx4IP94vvPAC1113He+9917M983Qe0xxq1atYubMmSxcuDD82CxYsIBevXqRnp7OihUrQtO341fe/JlkSvw+p711RN43VHBOeyLl5+eHl/2Lx/vvv19tc6mUEpPmzp1bqe0qciJiVaZLLrnEDzrooPD9fffd1z/77DMfNGiQQ8n5hUVFRf7999+Hy++77z53D5x0F6ozduzY8AokoRMTV65cWeIkxpycnKjVnNatW+dr1671d955JzzHNJbp06dHnSgUmuMbcvHFF3ujRo3c3f3rr7/2u+++2/v371/i2PPz8/2mm27yZ555xmfNmuVbt26t8OMXeQJurJSamhq+/dhjj5Uov/TSS3327Nn+9ddf+9ixYx2IOn/GzBx+n/t61FFH+dKlS71z586enZ3tffr08c2bN3t6erqvXLnSP/zww5j9cHffsGGDZ2Vlubv7hAkTfNu2bT5+/Hj/5ptvSjzGM2fO9GXLlpX7HrZp0yZ/9913/YcffvB58+Z5QUGB//rrr1F1CgsLfdasWeW2VZYff/zR16xZ4xkZGTGXuixNUVFRpU9Kk51Lbm6ur1+/vrq7IdWosLCwzOt3LF++3L/55hvPy8vz999/P/w5F3qfnTJlSoWXFa+1J6IGHhf+B7wMNAbOphKrxyQTXVwpOdLHH38ctTRfKI0dO9YXLlwYlXfiiSeGT/IaOXJkiZPnitcPpSFDhvgVV1zhgH/77bd+8sknR5XPmTPH165d67NmzYqrz2+//bZ//PHH5db74osvPCcnJ3y/V69evnjxYp8wYYJPnTrVc3Jy/L333vMGDRpEXTyqsLDQ//vf/4YD2U6dOkW9dhctWuSAjxo1Kpw3c+bM8Nrk22vRokU+ceLESm9f/Oz/yNVpgBIrfYQsWbIkXGfBggU+btw4v/fee8N57oEvAkOHDvUZM2a4u/uyZctiPvb/+te/PC8vz9evX+8PPvigb9261Tds2OAHHnhguE5kAFpYWOjw+wlaF154Ybhs5syZDvhxxx0X92Pw7bffeu/evcMrtoiISNULvZ9Pnz69wtvW9qC9JTAayAEWAl3i3C4pg3Z3j/lhr1R+6tatW5W0E7r4UGZmZomykBtvvNG/+OILf+ihh3zbtm2+adMmX7x4sbsHRpIjt/ntt9/8nHPO8ebNm4fzevTo4e4eXn4wKyvLX3vtNYfA6gL7779/iauthkZdTzzxxBL9Ci3Ht23btnBenTp1/PXXX/esrKyofYeMHz/eCQaSFbVly5aYy+KFRm1rgqKiopjPbSynnXaaA75x48Zw3tNPP+2XXHJJqdtELt/avn17HzNmTJn7CK3MUXxN9NatW/urr77qW7dujSorLCz0Z555JqmuMyEiIu5//etfHSq3pHitDtorm1DQXutSQUFBzPwOHTqEb5900knlthMSushO6EJC5513XlzPX1FRkT/55JM+atQo32OPPXzr1q3h/NCyaB9++GHM7cobld6yZUuJXwBivX7atGkTFeCFlnT797//Hc7buHGj161b12fOnBnXcdVW8a6DXJm1pJcuXerffvttXHVXr17t7777boX3ISIitUetXfJxe5hZKoFVZEi2Yy5+IpfEx9255JJL+N///lciPycnh/fee4+//e1v4cd3yJAhXH/99THbCcnNzaVRo0YUFBRQp04d6tatm9iDiNPUqVN58803ueSSS8InS5Vl3bp1zJkzh9NOO20H9E5EREQqIzMzM+4lHxW0J4ELL7ww6qxlKd2iRYto164d8PvzGArK//znP1OnTh2++uqrqG2mTZvGn/70J3777Tf222+/Em0m2+tBREREdg4K2mNI5qB927Zt4WXUJKB58+acfvrp3H777Rx11FEANGrUiNzcXMyMAw88kAULFgDwxz/+kQULFsT1vJoZRx99NO3bt2fChAl07tyZYcOGJfRYRERERGKpSNBeb8d0KXnEGmmtbqWt8bkzGTFiBLNmzeKRRx4BYI899uCtt96KqpObmwvA9OnT2WuvvcL533//fXjt5/Lk5OTQsGFD6tSpaZcoEBERkZ3ZThe5zJgxo7q7sNNp06YNTz/9dJl1DjvssLjnjx955JHstttu4fupqam0adOmjC1+17hxYwXsIiIiUuPsdCPtsuOFrgTWqVMnjj/+eACaNm3KAQccwPTp03nppZc49NBDKSwsrOaeioiIiCQnBe1JomHDhuTl5VV3NxKmbt26HHfccaxcuZLWrVvToEGD8Gj51VdfDRA1Ah65os78+fMV0IuIiMhOTUF7kpg3b15SzrevanvuuScQOBn4jTfeYOzYseFg/a677gJg0KBBUUF7+/btd3xHRURERJLITrd6TEZGBqmpqdXdnZiSeb32Aw88kIULF5ZZp0GDBuTn55fIL/4aMzNatGjBhg0bYtatU6cOf/rTn/jhhx+2r9MiIiIiSawiq8fojDypMl9++WXcdUv7gmJm3HDDDQwdOrSKeiUiIiJS82l6jMSlsr/ING3atETeKaecwk033VTqNs8880yl9iUiIiJSWylol4QaN25cibxvvvlmx3dEREREpAbT9JidSLdu3aqsrXr1fv++t2TJEmbOnBmzXseOHatsnyIiIiI7KwXtO5FOnTpVetv77rsv6v7s2bPDt9u2bcsRRxxR6bZFREREpGwK2iUul112WdT9gw46qNS6vXr1SnR3RERERHYqCtqlyv3hD3+o7i6IiIiI1CoK2iUu8awhn8zrzIuIiIjUZFo9ZicxYMAA8vLyKr19RQPyCRMmkJKSUun9iYiIiMjvNNK+k7jrrru2a/tYQfv48eN5/vnnY9bv3LkzRx555HbtU0REREQCNNK+E7jllluoU6fqv5+ddNJJnHTSSVXeroiIiIhE00j7TqCyVzONFM/0mKrYj4iIiIiUpKB9J5LooDrUvk5IFREREalaCtqlyihoFxEREUkMBe0St4svvrjMcgXtIiIiIomhoF3i9u6775ZZrqBdREREJDG0eoxUyI8//khaWlrMMgXtIiIiIolRpSPtZpZiZt+a2UYzSzezsWb2x4jyxmY23MyyzGyZmV1ebPsrzWyFmWWa2Wtm1iCibH8zm2RmOWY23cyOqMq+1zZdu3aNu667x32SaqdOnWjXrl2p7YCCdhEREZGqVtXTY/KAPkBLoDnwATAsovwBYDegNXAJMMTM2gOY2WHAE0B3YK9gujdi27eAr4LtvgR8YGb6paAUo0ePZsqUKUDpq8Y88sgjbN68ucr2eeyxx9KpUyf69OlTZW2KiIiISBUH7e6+zd3nuXsRYEAhsH9ElZ5Af3fPdPcpwEdAj2BZD+B9d//B3TOA/sDfAIKB/cHAQHff6u7PBfveubS+mFlDM0sNJaBpVR5rTVDWyPd//vMf/vWvf9GsWbMq21/Tpk358ccfadu2bZW1KSIiIiIJOhHVzGYDW4FngcHBvF2BVsDsiKpzgEOCtw+OUba3maUEyxa6e14p28bSF8iISCsqezw1Xayg/fDDD0/IVVJFREREpOolJGpz98OBVAJTZWYFs1OCf7MiqmZG5KcE70eWhfKLlxXfNpZBQFpEahP/EVSPzp1L/eFARERERHZiFZoTbmbfAieUUjzA3e8J3XH3XDN7FVhtZocA2cGipvwegKdG5GcH7xNRFsovXlZ82xKCo/LhkfmacHLkJ598UqXTVarCxx9/zIoVO+2PFCIiIiJJoUJBu7ufWMH2jUCQ3trdZ5vZGuAwYFKw/FBgbvD2z8EyIsqWuXu2mf0MHGBmDSOmyBwKPF7B/iS1+vXrV3cXSmjfvj3nnHNOdXdDREREZKdW1Us+djSzk8ysgZk1AR4B0oH5wSrDgXvMrKmZHQ2cB4wIlo0ALjSzTmaWBvQD3gBw9wXAPOCu4Amm/wAcmFiV/a9t4l3GsSw14RcKERERkdquque01wf+C2wElhEYOe/q7vnB8vuATcBq4H3gxmBAjrvPAW4DPiZw0ugqAivIhPQATifwJeA64AJ3L6ji/lerRAXIFW13yZIlvPjiiwC0aNEiEV0SERERkQqo0nXO3X0qcGQZ5bnAX8soHwoMLaVsEaXPp5cYyhppLyuQb9u2LX369KFnz540atQoEV0TERERkQrQmn9JZEeOtMczdUYBu4iIiEhyUNCeRKo6aC/eXlXMcRcRERGRHU9Bey2mIF1ERESkdlDQnkQSPT1GQbyIiIhIzaSgvRYrHqQXFRWFb2spRxEREZGao0pXj5HtU90non7++ec0adIkIX0QERERkcpT0F4DPfLIIyxevJjnn3++zHoNGjQACAfi5U2POeOMM6qmgyIiIiJSpTQ9JonEO9J+xx130Lhx43Lr/elPf+L555/nrrvu2t6uiYiIiEg10kh7EknEko/XXHNN+L5ORBURERGpmTTSXkNVJgBX0C4iIiJSMyloTyIVGWlX0C4iIiKy81DQXkMpaBcRERHZeWhOexKpipH2p59+mqlTp8YsO/TQQyvVLxERERGpXhppTyJVcSLqFVdcwbBhw2KW/e1vfwufmKpRdxEREZGaQ0F7DVWZoNvM2HfffcO3RURERKRmUNBeQ5UWtMcbjCtoFxEREak5FLTXMuUF45oWIyIiIlLzKGivobY3+NZIu4iIiEjNoaC9htKIuYiIiMjOQ0F7DdWsWbNKbadgX0RERKTmUdBeQ913330x88ub9nLSSScBcMghh1R5n0REREQkMXRxpRqqUaNGMfPLC9pPOOEEjbaLiIiI1DAaaU8yCxcujJl/xRVX7OCeiIiIiEiyUNCeZA444ICY+X/72992cE9EREREJFkoaK8h4l2isWHDhgnuiYiIiIjsaFUetJtZUzN72cw2mVm6mb0RUdbYzIabWZaZLTOzy4tte6WZrTCzTDN7zcwaRJTtb2aTzCzHzKab2RFV3fea7PLLL8fdqV+/fnV3RURERESqWCJG2l8FMoB9gJbAExFlDwC7Aa2BS4AhZtYewMwOC9btDuwVTPdGbPsW8BXQHHgJ+MDMdCJtkC6WJCIiIlJ7VWnQbmYHA52AO9w90923ufuMiCo9gf7BsinAR0CPYFkP4H13/8HdM4D+wN+C7bYHDgYGuvtWd38u2PfOVdn/ZBYrKH/ppZcYMWJENfRGRERERHakqh5pPwr4BXjdzDaa2RQzOx7AzHYFWgGzI+rPAUILhh8co2xvM0sJli1097xSti3BzBqaWWooAU2389iSTu/evTn22GOruxsiIiIikmBVHbS3Bk4HviEQoD8JfGxmzYCUYJ2siPqZEfkpwfuRZaH84mXFt42lL4FpOqG0Iv7DqDlCa65r7XURERGR2qtCQbuZfWtmXkrqD+QCS9z9leDUmLeB1cAxQHawmcgR79SI/Ozg/ciyUH7xsuLbxjIISItIbSpyrMlGc9ZFREREdl4VOpHT3U8sq9zM/gIUH/L14LabzWwNcBgwKVh2KDA3ePvnYBkRZcvcPdvMfgYOMLOGEVNkDgUeL6OveUB4Ok1tDXpDx1Vbj09EREREqn56zDjAzKyXmdU1s4uAPYCpwfLhwD3BZSGPBs4DQmdSjgAuNLNOZpYG9APeAHD3BcA84K7gXPV/EPgyMLGK+y8iIiIiknSqNGh3920EAvEbCcwj7wuc7+7pwSr3AZsITJl5H7gxGJDj7nOA24CPCcw/X0VgBZmQHgTmy6cD1wEXuHtBVfY/mTVr1qy6uyAiIiIi1aTK1zl399kEVpGJVZYL/LWMbYcCQ0spWwScsP09rHnGjBlDx44dadWqFWvWrKnu7oiIiIjIDqaLE9UAXbp0AWD69OksX768mnsjIiIiIjuagvYaZI899mCPPfao7m6IiIiIyA5W1Seiyg7WuHFjANq2bVvNPRERERGRRNFIew3XqlUrJkyYoCujioiIiNRiGmlPQj179uSLL76Iu37nzp2pX79+AnskIiIiItXJ3ItfC6l2MrNUICMjI4PU1OIXV01OoQsm7SzPkYiIiMjOJDMzk7S0NIA0d88sq65G2kVEREREkpyCdhERERGRJKegXUREREQkySloFxERERFJcgraRURERESSnIJ2EREREZEkp4srJbHnn3+eDh06VHc3RERERKSaaZ12EREREZFqoHXaRURERERqEQXtIiIiIiJJTkG7iIiIiEiSU9AuIiIiIpLkFLSLiIiIiCQ5Be0iIiIiIklOQbuIiIiISJJT0C4iIiIikuQUtIuIiIiIJDkF7SIiIiIiSU5Bu4iIiIhIklPQLiIiIiKS5Ko8aDez7mY2z8yyzewrM9sroqyOmT1pZulmttbMbi22bVczW2RmW8zsIzPbNaKspZmNCpYtMLPTqrrvIiIiIiLJqEqDdjM7EBgK/B1oBowD3oqoci1wCnAgcCLwr1DwbWZ/CNb9J9ASSAeeitj2WWBNsOzfwLtm1rwq+y8iIiIikoyqeqT9dGCsu0929wJgENDJzNoFy3sC/+fu69z9F+Al4G/Bsu7Aj+4+2t1zgPuBi82ssZmlAOcD/3H3HHf/GJgDnFdaR8ysoZmlhhLQtIqPVURERERkh0jEnHaLcf+Q4O2DgdkRZXNKK3P3xcA2YH/gACDb3VeUsm0sfYGMiLSijLoiIiIiIkmrqoP2r4AuZnaSmTUA7gUaAE2C5SlAZkT9zGBerLLI8rLKSjMISItIbSp0JCIiIiIiSaJCQbuZfWtmXkrq7+7zgauAIcAqYFfgZ34f5c4GUiOaTA3mxSqLLC+rLCZ3z3P3zFACsipyrCIiIiIiyaJeRSq7+4lx1HkPeA/AzJoBPYCfgsU/A4fx+zSYQ4G5EWUXhdoxs32A+sCvQF0gxcxau/vKiG3fqEj/RURERERqokQs+dgpuLRjS+BF4FV33xQsHk5gxZiWwZNT+/B74P0BcJSZnWlmuwD/Af7n7rnung18BDwQPDH1bODwYJ6IiIiISK2WiBNRhxCYbz4XWAr0iyh7DhgP/AJMBh5397EA7r6OwKj8s8AGoAWB5R9Drgf2BDYCjwOXRnwZEBERERGptczdq7sPO0Rw2ceMjIwMUlOLT48XEREREdmxMjMzSUtLA0gLnoNZqgrNaa8NVqxYoaBdRERERKpdZmaZcXqUnWmkvSMwrbr7ISIiIiJSTCd3n15WhZ0paE8FMpYvX66RdhERERGpdpmZmey1115QndNjzOwQAieediCwTvv17j4uWHYl0J/AWuvvA9e4e36wbH8CK8ocCcwHrnL3WcGyOgROQr0SyAMedvcnKtKv1NRUBe0iIiIiUqMkYvUYzKw+geUY3yNwgaV/Au+ZWQszOwx4AugO7BVM90Zs/haBK6s2B14CPjCz0JeLa4FTgAOBEwksH3laIo5BRERERCRZJGR6jJkdCox39xYReWOAd4D9gZbu3juYfwrwuru3NbP2BOadt3D3vGD5EgKj7d+Y2XfAs+4+PFh2P7Cvu/eK0YeGQMOIrKbACq0eIyIiIiLJoCKrxyRkpD3IYtw/BDiY36+ICjAH2NvMUoJlC0MBe0T5IcHbsbY9hNj6AhkRaUUljkFEREREpNolak77AiDdzG4DngZOA04GfgNSCFx8KSR0OyVGWag8JaJO8W1TiG0QgfnvIU2pQOBeVFTE7NmzWb58OUVFRfFutlOqU6cOrVu3pkOHDtSpk8jvgSIiIiI7p4QE7e6+zczOJxCw9wN+JDA1ZgWwO4ETUENCt7ODqfjcldRgPjHKI8uK9yGPwMmqAJgVH/gv3cKFC7nllltYt25d3NsItGzZkieeeII//vGP1d0VERERkVolYavHuPtsAqPrAJjZZGA40Bg4LKLqocAyd882s5+BA8ysYcQUmUP5fcT85+C2syPK5lZlv/Pz87nxxhvZfffdeeSRRzjooIOoV2+nuwZVhRQUFDB//nweffRRbrjhBkaPHk3Dhg3L31BERERE4pKwuQxmdriZNTKzXczs30Add/8cGAFcaGadzCyNwEj8GwDuvgCYB9xlZg3N7B+AAxODzQ4nsGJMSzNrB/QJbVtVvv/+ezZt2sQDDzzAYYcdlrQBe25uLtOmTaOgoKC6u0K9evU49NBDefDBB8nIyOC7776r7i6JiIiI1CqJnIB8FbAmmI4Fzgdw9znAbcDHBKbLrCKwZntID+B0IB24DrjA3UOR6XPAeOAXYDLwuLuPrcpOL168mF122YX99tuvKputchs3bsTdyc3Nre6uhLVt25bU1FSWLFlS3V0RERERqVUSOT3mVuDWUsqGAkNLKVsEnFBKWRFwSzAlRGFhIfXr109U87Ve/fr1k2L0X0RERKQ20VIfFfDKK6/QoUMHmjRpwh577MHpp5/OF198AcA+++zDLrvsQkpKSjgNGTKkUm0BTJgwgWOPPZa0tDRatGjBqaeeyuLFiwG4//77+fe//x1Xn6+88koaNmxISkoKqampnHDCCcyaNSuqvH///lHbjBs3jnbt2oXv77PPPrRt25Zt27aF86699lruv//+uPogIiIiIttHQXucHnroIe6991769+/P+vXrWb58OXfccQeff/55uM6XX35JdnZ2OF1//fWVaisjI4PzzjuPO+64g82bN7N06VJuuukm6tatW6m+33vvvWRnZ5Oens7ZZ5/NVVddVeE2srKyeO211yq1fxERERHZPsl5lmWS2bx5MwMHDuSdd97h7LPPDud36dKFLl26VHlbCxcupGHDhlxwwQUApKSk0L179+0+jjp16nDppZfy4IMPVnjbW2+9lYEDB3LVVVdp+pCIiIjIDqaR9jhMmTKFgoICunXrtkPaOvDAA8nPz6d3796MGTOGzMzSr2rr7nHvu6CggBEjRnDMMcdUqM8Af/7zn9l7770ZOnRohbcVERERke2joD0OGzduZLfddouantKqVSuaNWtGo0aNwnldu3alWbNm4TR+/PhKtZWWlsaECRPIy8ujZ8+etGzZkiuuuIKsrKxK9X/AgAE0a9aMJk2a8Oijj5YYaQ+Vh1LkLwCR/vOf/zBw4MCoue0iIiIikngK2uPQvHlzNmzYQGFhYThvzZo1zJ8/n7y88EVX+eyzz0hPTw+nk08+udJtHXrooQwbNow1a9YwefJkJk+ezIABAyrV/379+pGenk5ubi7Dhg3jnHPOYdWqVSXKQ+nTTz+N2c5pp51G69atef311yvVDxERERGpHAXtcTjuuOOoV68eo0ePrpa2OnXqxAUXXMBPP/20XfuuU6cO5557Lg0aNGDy5MmVakOj7SIiIiI7noL2OOy6667ceeedXHfddYwePZrc3FwKCwuZOnVqQtqaP38+TzzxRHg0fOHChXzyySccffTR23Uc7s6oUaPYtGkT7du3r1Qbf/nLX2jVqhUffvjhdvVFREREROKnoD1O999/P/fddx99+/alRYsW7LXXXjz99NNRI+ann3561Drt/fr1A2DgwIF07do17raaNm3K5MmT6dSpE02aNKFLly5069aNu+66K2bfUlJSmDhxIgATJ04kJSUlqvyhhx4iJSWFpk2bcvvtt/PKK69w2GGHVfqx+M9//sOmTZsqvb2IiIiIVIxVZPWRmszMUoGMjIwMUlNTS603dOhQhg0bxtixY3dc5yphxYoVrFmzhgMPPLDM49nRzjjjDC6++GJ69+5d3V0RERERSWqZmZmkpaUBpLl76csFopF2EREREZGkp6A9hprw64OZVXcXYqoJj52IiIhITaOgvZgmTZqwZcuWqOUXJT75+flkZ2fTpEmT6u6KiIiISK2ioL2Yo48+msLCQj777LPq7kqN88UXX5Cfn1+pK66KiIiISOnqVXcHkk3btm0566yzGDhwIN999x0HH3ww9eol38O0adMm0tPTmTlzJo0bN67WvhQUFDB//ny+/vprTj/9dPbbb79q7Y+IiIhIbaPVY2IoLCxkxIgRjBkzhhUrVkRdvTRZrFq1ijVr1nDAAQfQtGnTau1L3bp1ad26NX/5y1/o0aNHUn7JEREREUk2FVk9RkF7DXXPPfcwYMAAxowZQ5cuXaq7OyIiIiJSQVrysZbLz89n27Zt1d0NEREREdlBNI+hBmrYsGF1d0FEREREdiCNtNdwO8v0JhEREZGdmYJ2EREREZEkp6BdRERERCTJKWgXEREREUlyCtprOM1pFxEREan9tHpMDfLdd9/x5ptvRuWZWTX1RkRERER2lISOtJvZHWa23MyyzGyGmTUN5t9lZuvNbJOZDbaIyNPMjjKz2WaWY2bjzaxtRFljMxsebG+ZmV2eyP4nmwsuuIBnn322urshIiIiIjtYwoJ2M7sBOBM4AUgFegH5ZnYWcANwLHAw0BW4OrhNQ2Ak8BTQHPgWGB7R7APAbkBr4BJgiJm1T9QxiIiIiIgkg4QE7WZWF+gH9HH3ZR4w293zgJ7AC+7+q7uvAR4D/hbc9BQgz91fdvetwACgk5ntGyzvCfR390x3nwJ8BPQopQ8NzSw1lICmiThWEREREZFES9RIextgF+AiM1trZgvMrE+w7GBgdkTdOcAhscrcPQf4FTjEzHYFWpWxbXF9gYyItGK7jkhEREREpJok6kTU1kAacCCwD3AAMNbM5gMpQGZE3cxgHjHKIstDdbJK2ba4QcDjEfebosBdRERERGqgRAXtucG/D7p7LjDbzN4GzgKyCcxxD0kN5hGjLLI8VKcpvwf2kdtGCU7FyQvdrw2rrNSGYxARERGRikvU9JiFQD4QuYh46PbPwGER+YcCc2OVmVljYH9grrtvBtaUsa2IiIiISK2UkKDd3bcA7wH9gieEHgRcCowmsBrMNWa2n5ntDtwGvBHcdBzQ2MyuDq4k0w+Y5u6Lg+XDgXvMrKmZHQ2cB4xIxDHUFMVH35cuXcqJJ55ITk5ONfVIRERERKpaItdpv4HA8owbCATr97r7RHcfBTwHfA/MB74AXoXwlJbuwC1AOnAScEVEm/cBm4DVwPvAje6+IIHHkPSKXxH1mWeeYdKkScyYMaOaeiQiIiIiVS1hV0R193TgwlLKBhE4UTRW2Q/A4aWU5QJ/raIu1jgVmdNePJgXERERkZoroVdElapVVFRUbh2drCoiIiJS+yhor0HWrFlTIq+0IN3dMTMeeOCBRHdLRERERBJMQXsN9/PPP0fdDwXxoekxgwcP3uF9EhEREZGqpaC9hrv55psB6NOnD927dy8RtIuIiIhIzaegvRYoLCzk5Zdf5sMPP6zuroiIiIhIAihorwXeeOONUss04i4iIiJS8ylorwW2bNkSvq3pMSIiIiK1j4L2WiAyQF+1alU19kREREREEkFBey3wwgsvhG+HpspopF1ERESk9lDQXgvMnTu3RF4oaM/NzaVt27Y7uksiIiIiUoUUtO8Eli1bFtfVVEVEREQkOSlor6WKT49p3759NfVERERERLaXgvadxKJFi6Lud+zYkY4dO1ZTb0RERESkIupVdwekesyYMaO6uyAiIiIicdJIey1VlavHuDuXXXYZ06dPr7I2RURERCR+GmmvpX7++ecqbe+dd95hyZIlTJkypUrbFREREZHyaaS9lrr55purrK3QqL3WfhcRERGpHgraJW4K2kVERESqh4J2KZdG2kVERESql4J2iZuCdhEREZHqoaBdyqWRdhEREZHqpaBdRERERCTJKWiXcsUaac/Pz+fEE09k7ty51dUtERERkZ2GgnYpV6ygffny5UyaNIkBAwZUV7dEREREdhoK2nciRUVF27V9ZNBuZiXyRERERCQxFLTvRCZMmFBmuZnx3//+t0R+rJF2Be0iIiIiO07CgnYze9HMVptZppnNMbNzIsruMrP1ZrbJzAZbKAIMlB1lZrPNLMfMxptZ24iyxmY23MyyzGyZmV2eqP4ng/fff5/LLrus3GA7Xtu2bSu3zqBBg0otU9AuIiIiUj0SOdL+OLCPu6cCVwPDzayFmZ0F3AAcCxwMdA2WY2YNgZHAU0Bz4FtgeESbDwC7Aa2BS4AhZtY+gcdQrS666CLeeecdTj755CppL54AO9YUmrK2i/i+JSIiIiIJkrCg3d3nu3te6C7QgECw3RN4wd1/dfc1wGPA34L1TgHy3P1ld98KDAA6mdm+wfKeQH93z3T3KcBHQI9Y+zezhmaWGkpA0wQcZo2Sm5vL0qVLy6xTWFhYallmZmb4diiQf+edd6qmcyIiIiJSqoTOaTezIWaWC/wAfA3MITC6Pjui2hzgkODtqDJ3zwF+BQ4xs12BVmVsW1xfICMirdje46npevTowT777MPFF19coiw7Oxsoe6R96dKl5OXlReWJiIiISOIlNGh39+uBFKAL8KUHIr0UIDOiWmYwjxhlkeWhOlmlbFvcICAtIrWp3FHUHjk5OQC899574byFCxeycOFCmjYN/BAROdJ+0UUX8cADD0S1sXXr1h3QUxERERGJVC/RO3D3QmCsmd1iZr8A2UBqRJXUYB4xyiLLQ3Wa8ntgH7lt8f3mAaHpOZp7XYpx48axevXq8P3IoP3999/n/fff59///nc4L9ZKMiIiIiKSWDtyycd6QDvgZ+CwiPxDgdBlNaPKzKwxsD8w1903A2vK2LZWy8/P3yH7Ke9EVAXrIiIiIjteQoJ2M0szsx5mlmJm9czsYuDPwAQCq8FcY2b7mdnuwG3AG8FNxwGNzezq4Eoy/YBp7r44WD4cuMfMmprZ0cB5wIhEHEOy2bBhQ0LadfeoXyEKCwtZtWoV33//fan1RURERGTHStT0GAf6AEMAAxYBPdx9JjDTzJ4DvgfqAi8Br0JgSouZdQdeAZ4lcALrFRHt3ge8DKwGNgM3uvuCBB1DUnn99dcT1nZk0F5UVMSRRx7JunXrwnmbN28O39b0GBEREZEdLyFBu7tnEhhZL618EIETRWOV/QAcXkpZLvDXquhjTfPTTz8lpF13Z+TIkeH7hYWFUQE7wF577RVVX0RERER2rISfiCpVI1HB8uDBg1m8eHH5FYv1Q8G7iIiIyI6zI09Ele3w1ltvJaTdigTsUHrQbmbcf//9VdUtEREREYmgoD1JDRoUc/ZQtStrhP3555/fgT0RERER2XkoaE9Sd999d3V3IaZYQfvo0aOB2MtFioiIiMj2U9AuFRJreky3bt1K5ImIiIhI1VHQLhVSVmAez0j71q1bq7I7IiIiIjsFBe1SIWWtHlPeSPv3339P48aNmT59ekL6JiIiIlJbKWiXCikraC9vpH3GjBkAzJkzp+o7JiIiIlKLKWiXCikraI+8smo8bYiIiIhIfBS0S4WEAu5Yo+rxBu2x2vzXv/7Fb7/9tl19ExEREamtdEVUqZDyrojq7uTl5dGoUaNw3pNPPsmaNWvYd999AdiwYQPuHg7yc3JyeOyxx5g1axZjxoxJ8BGIiIiI1DwaaZcKWbVqFVD69JiHH36Yxo0b8+6774br3HrrrTzyyCPhIP3f//43Q4cODW+3Zs2axHdcREREpAZT0C4VcvzxxwOxg/ZNmzbx0UcfAXDppZcyevRoZs2aFS5/7LHHwre//fZbALKzs2nXrl3Mff3888+YGb/88kuV9V9ERESkJlLQLhX2zTff0KFDh3LrPfbYY1H1Fi5cGL5dWFgIQNOmTcN5xefET5gwAYBJkyaF85566inWrl1bmW6LiIiI1FgK2pPM2rVr+frrr6u7G2WKnNpSlm+++abUsoKCgrguxgS/B/O5ubncfPPNXH311XFtJyIiIlJbKGhPIps3b6ZVq1acdtpp1d2VSps6dWpc9QoKCsKj7SGhk1D79+/PnDlzwlNwQkF77969ARg9enRVdVdERERku6xduxYz48cff0zofhS0J5GMjIzq7kJcKru0Y3GljbTfe++9HH744WzZsgWAu+++m1dffZURI0ZUyX5FREREqspPP/0EwAcffJDQ/ShoTyJdunSp7i7EpSqC9pUrV5YYaS9u2bJl4bp///vfS633zjvvcOihh5KVlcXq1au3u28ikhzy8/PJy8ur7m6IiJQpFBfFO+23shS0J5Fff/21ursQl3jntJfl22+/ZcmSJSXyc3Jywrc3btwYV1u33347c+fO5aijjmLPPfcEAlONRKRmO/jgg6Ou+SAikoy6d+8OoOkxUnsdcsghJfIeeOCB8O2ypsOEps4A1KsXuEbYggULgMDPU82bN2fRokUltvv666+jvhh8++23TJs2reKdrwbTp08v9aJWxX388cd88sknCe6RSGLVlIEMEdm5ZWZmAvDVV18ldD8K2rdDUVERn3zySdyBlJRv5cqVcdXr2rVr+HadOtEv4wsuuACAs846i6OOOopvv/2W77//nnPOOYfTTjuNW2+9lQ0bNpCbm0vnzp3505/+FLV9QUEB7s6QIUOivkTsKDk5OXz44Yekp6djZowbN45JkybRqVMn6tSpE17jviznnXce55577g7obe331FNP8cUXX8Qsy8jIYOzYsSXyly9fzm+//cZ3331X7jQwERGRuLj7TpGAVMAzMjK8qgwfPtwBHz16dDhv4sSJDnh2dnaF2vrss88cUKpAWr58ubu777fffhXa7phjjimR5+5+4oknhu8/9NBDUWWJdvnll/uVV17p7u7XXHONA/7111874D179vQnnngiqr8PPvigv/TSS37fffd5enq6L1q0KNzW1KlTd2jfa6uTTz7Zx40bF34ss7Ky/OCDD3bA8/PzfenSpd6tW7eYj3Pkc9WvX79wflFRkefl5e3Iw6jR9DoWkZog8j3/ueee88LCwri3zcjICG2b6uXFsuVVqC0pEUH7vffe64APGzYsnNezZ08HfP78+RVq6/zzz6/2ILgmpsLCwippJzc3N+p+5BeB0D/fdddd59ddd13U8zZ69Gjftm1buc9venp6mf/EkcFJ6PY777zjgF9xxRVl9v2QQw4J3x40aJD/7W9/ixnsFBYW+qeffur/+c9/yuzr7NmzfcSIEeUeU01z3XXX+TfffBNX3YKCAgf8j3/8Y8zH/IYbbnDA27dv70CJ10Bk3eOOO87d3VesWOGPPPKIQ+ALwMKFC33BggVx93/s2LH+448/xix77733/JNPPom7rZoi1utYRCRRMjMz/d133/WioqIKbRfrc2L48OFxbaugvZJBe1ZWlm/atCmuB9n99yfpjDPOCOeFgvZp06bF3U5kW0oVSxdddFGVtPPkk0+WWf7bb7+Fb//zn/90IOrXkUMPPTQ88h8aKU9PT/e///3vJdoKBeEvv/yyFxUV+SeffBIuixzZDaXQayreFBnkv/766+7u/v7770fVeeihh3zSpEm+ceNGHzt2rLu7L126NOq1OGXKFD/llFMc8N69e/uzzz7r48eP97Vr11botV2d8vPzPTc3191/P65//etf4Tfko446yv/85z+7u/umTZscAgF1VlaWw+9BefF04IEHOuBt27Z1KPnLWmTd888/v8SXwlGjRoVvxytU/+uvv/aRI0f6Z5995vPmzYsqW7p0qc+bN8/fffdd37p1a4k2CgsL/a233qrwB1J1qehjVBMtXrw4/N4hIttn69atfuedd4bf9ysq9J7TpUuXqPwtW7Z4o0aNfPLkyZ6fn+/vv/9+uCw9Pb3Uz+N4KGivRNBeVFRU6Q/RyG1CQU4oEKhMW0o1I/3f//1fzH/QirQRCv6qKzVq1MghMIUDYn9piJVCxo4d69dee204QFy8eLG3a9fON27cWKHXf3Hff/+9Az579uxw3qJFizw3N9d/+OEHX7hwYYX+r0JTjULp008/jSov/qZ7xx13OOBpaWkxj79Vq1YOeIsWLRzwp59+2jMzM72goCDma+Ccc86Jut+1a9fw7bJ+gZk/f76fe+655T4XsfK7du3q8+bN8//973/h52fgwIEOeJMmTXzlypX+wQcflLrvoqKiqOC+oKDAH330Uc/JySlR99Zbb/VJkyb55s2bw4Mfkc9dZRV/vSWDbdu2+apVq8L3586dG/7CW1GRvxRK6bZt21ah6QaVtX79+phfdndWq1evTugX/ClTpviFF15YpW2+8cYbDvgLL7wQlV9UVOSZmZnlbh/rc27btm3+8ccfh/MHDBjggL/77rvu7uW+R0e+djds2ODXXnut5+fnh/NqddAOtARGAVuABcBpcW4XDtq7d+/ujz32mD/88MN+yy23uLv7iy++GH6Ab7nllvCbcsuWLf3GG2/0v/3tb965c+fwg/zhhx+WG9hccsklUfevuOIK79Spky9ZsqTMkTklpWRPX331VdTcecCvvfZaP/bYYx3wL7/8Mup1/fLLL4ff/AoKCryoqMi3bNni69atC49qf//9915QUOCnnXaa77///uFtv/vuu/C5ImeccUY4Pz093fPy8sLzyn/55RffuHFjuPzBBx8s8xhindtQFenTTz+tUP3bb7/dAb/xxhv966+/9g4dOlR5ny666CL/xz/+EbMsLS3Nb7nlFh89enT4QzrycVy3bp0/+uij3rJly6jtQtN+Igc8YqXrr7/eAR8yZIiPGTPG4ffpRaFfhR544IHwgEpRUZEvW7Ys6vXz9ddf+y233FIigNi2bZuvX7/eBw0aFA6cZ8yY4a+++qpnZWW5e+DLxubNm3348OF+5plnhkfgtm3b5uvWrfPinnzySb/yyisd8P33398XLlzoOTk5fvLJJ/uKFSvCfSp+7O7u3bp18ylTpvh7773nU6ZMcXf35cuX+5tvvunz58/3Cy+80Fu2bOmDBw/2bdu2+c033xzevk+fPg6BX7Vyc3M9JyfHt27dGj6O4iryi1dubm74C+X2KC2AC/1Pu7u/++67DvjixYtj1t26davPnj3bAb/11luj2l6/fr3PnDkznDd37lw/6aSTHPCrrrrKP/jgA587d274S3hGRkaJx2fChAllPjaFhYUljiP0WEc+l+7uCxYs8HfeeafUtpLRli1b/H//+5+vWrXKi4qKSjwWn376qf/yyy/uHnjeSptyF3pffvjhh8vc3/Lly33MmDFeVFTk8+fP9y1btviGDRti1t22bZu/8MIL4WmKkZ8Pc+fOjev4pk2b5kOGDCm1/dD5X4MHD44qO+GEExwodTbFpEmTSrx3ubuPGDFiu99/r7jiivB+Qr/UDx482J977jl3Dwx+BevWyqD9XeAVYBfgXGAj0DyO7VIBf/755xPyQV3ZFDqxTUlJSUnp99S8efMSea1atfI//elPDoFfEjp27Fiptg866KDt7t8dd9zhqampO/xx6dOnT/gXsTPOOMM7d+7sgD/zzDMOeP/+/b1Dhw7+wgsveO/evWO28d133/lZZ50VNfWuoKDAp0yZElVvn332cQictxX5JX3JkiV+3HHH+dixY8O/SsVKf/nLXxzwlJQUh8DUtHiOsUWLFv7555/H/ZgU/yUL8FmzZkUGQw4lp7vddttt3qlTp7j2MWjQIL/lllv8xhtvDOd17NixxNTDyBQaGDjqqKP8oosu8kcffTRc9sADDzjgxx9/fPiXzrvvvjvqi1woFR+AuOiii7x///5+2223OeC77LKLz5s3z0ePHh1VLzTI0a9fvwpPsww994DPmDHDe/fu7V27dvXrrrvO27VrV+72jz76qNerV6/U8lhloeeiYcOG4bzp06d7enq6P/744yXq/+tf//Jbb73VzaxCx9a5c+fwr6UVeV3ugFRu0G7BgLZGMLMUYBOwn7uvCOaNA15399eK1W0INIzIagqs2EFdFRERERGJV5q7Z5ZVoaat034AkB0K2IPmACWv0gN9gYyIpIBdRERERGqkmha0pwDFv4VkBvOLGwSkRaQ2ie2aiIiIiEhi1LSgPZvA3PRIqcH8KO6e5+6ZoQRkQeAy9sUVFRVxxRVXROU999xzJertvffePPnkkzzxxBOVPgCA1NRUli1bxsSJE5k5cybdunXbrvZEaoJ99903Zv7xxx9fIu+kk06qcPsHHXQQxxxzTIW3SwaPPfYYTz/9dHV3o1QDBgwokbdo0SLWrVsXdxuDBg0C4Pbbby+z3nPPPcfMmTOj8m655RZat27NtddeG57buXz5cgD69+9foo077riDZcuWATB+/Hj69evHkCFDWLlyJTk5OYwaNQozC9c/+eSTS7QxcuRIPv30U/bee+9wXs+ePQHC++7WrRuZmZk0atSo1OPZ3imo7733Hn369KGoqCh87L/99ht/+MMfuOCCC3B3VqxYwVtvvcV///tf/u///o+cnBzy8/PD9d9//30ALrroIh5++GFGjx7N5s2bcXeWLl3K119/zbx588L7mDdvHps2bSIvL48NGzYwb9485s6dS5cuXbjyyis599xzcXfy8/PJzc3lww8/5LrrruOoo46K6vtzzz1HUVER48ePZ/bs2UybNo2BAwdy6623hutcc801jBkzhvvuuy+cd/LJJ7N27Vp+++23cF7klauffvpp7rnnHt58800GDx4czs/NzWXJkiVMnz4ddyc3N5c2bQLjdRMmTGDr1q1s2rQpXD8vLy/8GGVlZYXzr7/+esaNGxe+v23btnC97Oxsbr/9dp599llWrVrFihUrmDNnDq+99hq//fYbbdu2Zdq0aeH6M2bMYMOGDaxZs4Z58+aF8ydOnMjrr7+Ou1NUVERubi55eXn8+uuv3HHHHYwYMYKFCxcybdo0fv31V+68886o14C7U1hYyKZNm8JtvP/++3Ts2DH8mn3xxRfDV/h2d6ZNmxY+pubNm5OVlcXEiRPDeRs3bsTdGTp0KE8++SQAU6ZMwd0ZOXIkGRkZrFu3jrlz5/Lee+8xe/Zsvv32W/r06UOHDh0A6NGjB4sWLQr3ddiwYUDg/WL+/PllvdRZunQpq1ev5qOPPmLUqFEljreoqIi77rqLoUOH8tNPP7F69WoKCwtZsmQJzz//PEceeWS4rYMPPphff/21xD769etHbm4uo0aNAgg/b4nWq1evmPn9+/fnhBNOiL+h6j6xtIInoaYA+UDriLxvgKviPRE1IyPDN27c6DNmzPAvvvjCP/74Yw8heDJAyOrVqx0Cy6MtWbLEIy1cuLDESQTFT8hZsGCBDxs2zB999FF/4YUXfPHixQ6Bk4Aihc6kV0reFFrBoLxUp06dau9rRVJolYzIVPyCQqET3UIpOzvbx40b51u2bInKHzlyZFSdkJycHF+wYIFv27bNu3Tp4llZWV5YWOi//fZbuM6+++7r+++/f3iZweKrchQUFIRXifjtt9985cqVPnToUJ86daq7B1akKCws9MLCwvCyXpErQn3++ef+hz/8Iaq/3333XUIe059++skvu+yyuOq2adMmfIzu7iNHjgyf8HfxxRfH3Ka0kx/feuutEnlt27b1iRMn+quvvhq17OVZZ50V9fg+++yzftVVV7l7YNnOr7/+2rds2eK77bZb+PEM1R80aJA3atQo6j1szZo1DoGT/9wDa/7fd9994W0uu+yyqPqLFi3yOXPmhO+HXi+RS3lWZBnegoICz8nJ8Tlz5mz3Kimx9vnDDz/4+vXry9123bp1DoGlSj/++OMSq5SMGjXKx40bF5V3+umnO+Bz5syJ2scFF1zg3bp1244jqR4LFizwRx55xM8888wy6/3yyy8Vui6Ku3ufPn38v//97/Z0z93df/311/B7R6TTTjst6rlfuHBhha+5kuxirQCUmZlZJUu0fvbZZ+Wujx65es+8efP8oosuqtJlNkMn7YaW9XV3nzlzpnfv3t2h5IXwIvuVmZkZ9f7p7v7ll19GfZbESq1bty6zPLSaWkh+fr5PnDgxvDRybV/y8X/Ay0Bj4GwquHpMWRdXivcDwv33KyYC/uGHH5ZoI9523MtfMk2p+lPozTwyzZw5M7wCAATOlnf38HJ2kemll15yd/c5c+ZUS/+bNGlSYs3x8847L/waHDVqlF944YVR66v//e9/92HDhnlubq4vX77cr7vuuhIB0csvv+yHH364P/roo15YWOgZGRm+ZcuWuF/7Idu2bSv1qqKVFVp7PbQW+QsvvBB1/O6BN+rQkpH/+9//fNq0aVFrtkdeGTeUXnzxRf/tt9+ilv8LpVNOOcXd3cePHx/X8zJw4MAS/Q69gYcujFVYWBi+/gPgjRs3Dt+OXPVg9erVUY9nenp6iba35zENbVt8/fbSFBYWhoP4yurbt6//4x//2K42Kmp7X3dSc2VkZER9mZSaZ8iQIQ6BZWIj5eXlxfXcFv+MCIlcmSe0rOSKFSvcPfB+W9p7fGgwpCy1PWhvCYwGcoCFQJc4tys3aB8zZoy/9tpr5T7AIaEnJfKb5S233OKA9+rVK+52IttSqlg68sgjq6Sd4muOh9aTDqXQryRAiXVov/rqqxLrxobqhi7A9NNPP4XL/vrXv4bLFy5c6DNnzgzf/+abbyrU7yZNmpTIe/rpp0vkpaSkhC8Q4e4+fPjwEtcKSDahvleVoqKi8IU3Itv95ptvvHnz5p6Xl1di34WFhZ6fnx++HznKl5OTE87/4IMPfP78+eHHtPjSeTNnzoxaBzqUBgwYELOvkX1xD6yzHfnrXmht98i+xjNaddJJJ/n5558f/4O2E1q2bJnPnz+/urshIpVQUFDg7777bqUvChVaanbEiBFR+UVFRX7TTTf5ggULvKioyBcsWBC1z1ifz3/5y1/i2metDtorm4gjaK+oWEFFKGifNGlSpdpSii/df//9Dr9/493e5B49Ovrll1864HvvvXf44hN16tQpcZW10vTs2dOHDh0asyzyW7l74M3gzDPP9LZt27q7++TJkx3wBg0alOhn8fWI09LSwu0WFRX5hg0bfP78+eHyoUOHOgQuElPTTJo0KepS0VVlwoQJUT+dxlL8fzvW/3pZ+cWn3oSuiAf4YYcdFl7nOjRSE4/ILw+RnnvuOd9nn33ibkdERGJLT08v9eJNZSn+WX3eeefF/f6uoL0ag/abbrrJgfDV8OKlee0VS2+//bZ/9913UZcBf+ONN7xXr14OgYtZRNaPFdyPHDkyPD/YPfo8hS+++KLKXiexfPbZZyXObYg0fvx4z8rK8osvvtifeuopB/zoo492d/cff/zRf/nlFz/kkEP8zTffLLHtggULHPALLrjA3QPzpCt7mfWdVbxB+8yZM2NeGjs0t7n4dvn5+ds15/rcc8/1yZMnV3p7ERGpepHv9xV9j69I0F4PqbRx48bRokWLqLy7776bjIwMOnbsWKG2DjvsME488US+/fbbquxirdWgQQOOPfbYqLyePXty0EEH8frrr3Pcccfxww8/hMsC/1PQrl07rr32Wq666iqaN2/OVVddFa7TsmXLEvUT5cwzzyyzPLR6yrvvvgvATTfdFC7r1KkTAD/99FOZbaSkBFZC7d69e6X7ubP64osv+Oijj8L3e/XqxYEHHlii3hFHHBFz+5YtW+IeWJljwYIF4fz69etvV78i+yQiIslhl112IScnhyZNmlC3bt2E7aemLfmYVE4++WQOPfTQqLxWrVrx+uuvV+rDOdGBYrK5++67465bfEnOUEBaXKdOnXjiiScYOHBg1ON50UUXsc8++/Ddd99x++2307x5c4CoZd+aNWvG8uXLOf7442MuQ1hTFBUVAdHHJhVz+umn8+yzz4bvDx06tEKv15C2bdty+umnV2XXREQkyYSWtP3rX/+a0P0oaE8iO1vQHgouS1OvXuCHoD322CO81mvIaaedFr791Vdf8eGHHwKBQPWWW26hSZMmADRq1IjOnTuz1157sXjxYnbbbbeodoqPQrdp04ZJkybRtGnTSh1TMth9992BxL95iIiIyO/XEShtQLGqaHpMErnrrrs499xzq7sbO0x5X1Lq1Al8p2zQoEGpZRAdwBeXk5NT5ojziy++uN0Xy0o2u+666073BVBERKS6hOKMRH/2aqQ9iZxzzjnV3YW4hEaxt1eskfZffvklfDv04t+eaR7lbVuvXj3S0tIq3b6IiIjs3PbYYw+ACp/PWFEaaZcKq6q50rGC9nbt2jFz5kzWrl3LW2+9xdChQ0t8cw3NHRMRERGpbvvssw+rV68OT09NFAXtUmHbuwIGwHHHHcfhhx8elff5558Dv6/I0aVLF4YOHVpiesxtt9223fsXERERqSqtWrVK+D40PUYq7PXXXy+3zimnnAJAbm4uRx55ZFTZhg0bGDt2LD179oxakaNt27ZR9erUqUPnzp155plnAJgyZQo///xzzDnuIiIiIrWZgvYks8suu1R3F8p0880307p163Lr3X777dStW5cGDRpwxx13hPPr1q1LixYtaNy4MWbGgAED6NWrFxB72s2ECRPCS+Ydc8wxHHTQQVV0JCIiIiI1h4L2JPP1119XdxfKZGbst99+5dY7++yzKSgooE6dOlx22WV06NABgOXLl5eoq5VORERERMqmoD3JJPsFccyMZs2albnMYiz77LNPePvSKHgXERERiU1Be5IJXaI+WUWuj16an376qUJthuaoJ/sXFhEREZHqotVjkkzdunU55phjmDp1anV3JaZ4AutDDjmkQm0OHjyY/fbbjwMPPLCy3RIRERGp1TTSnoSSYZrIG2+8ETM/FLRHBu8vvPBC+HZpfX/44Yfp3r07LVu2LFG266670rdvX420i4iIiJRCQXsSuvnmm6u7C/Ts2TPmlU9jBdaNGzcut7327dszcuRI6tatWyX9ExEREdmZKGhPQj169OAPf/hDte3/+OOPL7UsVtCeDL8MiIiIiNRmCtqlhEmTJpVa1q5dOyA6eC8oKEh4n0RERER2ZgrapUL+/ve/A9FB++677w4E1mYXERERkaqn1WOSVLJOOYl1IupZZ53FlClTOOaYY6qrWyIiIiK1mkbaBYBXXnml0tuamQJ2ERERkQRS0J6kdvRIezzLLT777LM7oCciIiIiUpyCdgFiB+2FhYVR99PS0sK3zz///ER3SURERESCFLQnqWQYaS8etEe65pprEtkdEREREYmgoF0AqFOn5EuhrC8OunqpiIiIyI5TpUG7maWY2bdmttHM0s1srJn9MaK8sZkNN7MsM1tmZpcX2/5KM1thZplm9pqZNYgo29/MJplZjplNN7MjqrLvyaZ4wPzUU08lZD9XX301oIsmiYiIiCSzqh5pzwP6AC2B5sAHwLCI8geA3YDWwCXAEDNrD2BmhwFPAN2BvYLp3oht3wK+Crb7EvCBme00S1YmanWWZ599lmnTpsUs23XXXROyTxERERGpmCoN2t19m7vPc/ciwIBCYP+IKj2B/u6e6e5TgI+AHsGyHsD77v6Du2cA/YG/AQQD+4OBge6+1d2fC/a9c1X2P5nUr18/6n6iRr0bNWpEx44dY5ZNmTKF/ff//elr0KBBzHoiIiIiklgJmdNuZrOBrcCzwOBg3q5AK2B2RNU5wCHB2wfHKNvbzFKCZQvdPa+UbWP1oaGZpYYS0HT7jmrHGjduXHV3gf33358LL7wQCKwWc8EFF1Rzj0RERER2TgkJ2t39cCCVwFSZWcHslODfrIiqmRH5KcH7kWWh/OJlxbeNpS+QEZFWxH8E1e+Pf/wjTz75ZELaPuGEE+KuGxrhv+2226hbt25C+iMiIiIiZatQ0B48ydRLSf0j67p7LvAq8JqZtQCyg0WRI96pEfnZwfuRZaH84mXFt41lEJAWkdrEdZBJ5Oabb05Iu7fddluFt9FqMSIiIiLVp0Incrr7iRVs3wgE6a3dfbaZrQEOAyYFyw8F5gZv/xwsI6Jsmbtnm9nPwAFm1jBiisyhwONl9DWPwImxgY4o6AyryGOhFWREREREql9VL/nY0cxOMrMGZtYEeARIB+YHqwwH7jGzpmZ2NHAeMCJYNgK40Mw6mVka0A94A8DdFwDzgLuCc9X/ATgwsSr7LyV16NABgD322KN6OyIiIiKyE6vqOe31gf8CG4FlBEbOu7p7frD8PmATsBp4H7gxGJDj7nOA24CPCcw/X0VgBZmQHsDpBL4EXAdc4O4FVdz/pNSmTZsqHfGuyJrsPXr0YPny5VGryIiIiIjIjlWl65y7+1TgyDLKc4G/llE+FBhaStkiIP4zKGsRM0t40F5W3TZtatzpACIiIiK1SkJWjxERERERkaqjoH0nVJHpMSIiIiJS/RS074S0ko6IiIhIzaKgvQao6vXaYwXtCuRFREREkleVnogqVS80bWXNmjU7ZD8iIiIiknw00l5DtGrVqkL1DznkkFLLOnfuzNChQznjjDO2t1siIiIisgMoaK+l9thjj1JHz9PS0ujVqxeff/55OE8j7SIiIiLJS0F7LVWnjp5aERERkdpCc9pruJSUFLKzs0vkxzqxtE+fPhxxxBE7olsiIiIiUoUUtNdwf/nLX/jggw9K5McK2l988cUd0SURERERqWKaQ1FLHXXUUTtkPx07dtwh+xERERHZmWmkvZb6z3/+U6H6lTkRdePGjTRu3LjC24mIiIhIxShor+FKuyhS3bp1E77v5s2bJ3wfIiIiIqLpMTWelmoUERERqf0UtNdyzz//fFz1FPyLiIiIJC8F7TVc8ekxu+22W9T9a665hmbNmsXd3nPPPVcV3RIRERGRKqSgXYDS58aLiIiISPVT0C6ApseIiIiIJDMF7QJAu3btADjwwAOruSciIiIiUpyWfBQAOnfuzJIlS2jbtm11d0VEREREitFI+04g3qkvCthFREREkpOCdhERERGRJKegvYbTqi8iIiIitZ+C9hrk5ptvLpEXz9QXrQwjIiIiUrMpaK9BGjduXN1dEBEREZFqoKC9hjMzzjrrLABeffXVau6NiIiIiCRClQftZtbUzF42s01mlm5mb0SUNTaz4WaWZWbLzOzyYtteaWYrzCzTzF4zswYRZfub2SQzyzGz6WZ2RFX3vSYyM0aNGoW7c9VVV5VaR0RERERqrkSMtL8KZAD7AC2BJyLKHgB2A1oDlwBDzKw9gJkdFqzbHdgrmO6N2PYt4CugOfAS8IGZ7ZTrzI8aNYpp06bFLDvggANK5E2cOJEnnngiRm0RERERqQmqNOg1s4OBTsBl7l4YzJ4RUaUncLG7ZwJTzOwjoAfwn+Df9939h2Bb/YHXgXuDgf3BQGd3zwOeM7M7gc7AN6X0pSHQMCKraRUdZrXbZZddaNmyJVByFP3TTz9l/vz5UXmHHXYYhx122A7rn4iIiIhUraoeaT8K+AV43cw2mtkUMzsewMx2BVoBsyPqzwEOCd4+OEbZ3maWEixbGAzYY20bS18CI/6htKLSR5Vkypru0rx5c44//vgd2BsRERERSbSqDtpbA6cTGP1uBTwJfGxmzYCUYJ2siPqZEfkpwfuRZaH84mXFt41lEJAWkdrEfxjJL7SMo+ari4iIiNR+FQrazexbM/NSUn8gF1ji7q+4+zZ3fxtYDRwDZAebiZymkhqRnx28H1kWyi9eVnzbEtw9z90zQ4noLws1ntZeFxEREdl5VChod/cT3d1KSfcAPwHFo0kPbrsZWANETq4+FJgbvP1zjLJl7p4dLDsgOE891rY7LY20i4iIiNR+VT09ZhxgZtbLzOqa2UXAHsDUYPlw4J7gspBHA+cBI4JlI4ALzayTmaUB/YA3ANx9ATAPuMvMGprZPwh8GZhYxf1PakceeSQAe+65ZzX3RERERER2pCoN2t19G4FA/EYCJ3/2Bc539/RglfuATQSmzLwP3BgMyHH3OcBtwMcEThpdBfSPaL4Hgfny6cB1wAXuXlCV/U92l1xyCatXr+aAAw7Q9BgRERGRnUiVr3Pu7rMJrCITqywX+GsZ2w4FhpZStgg4Yft7WLO1atUq6r6mx4iIiIjUfom4uJLsAFo9RkRERGTnoaC9hlLQLiIiIrLzUNAuIiIiIpLkFLSLiIiIiCQ5Be01lKbHiIiIiOw8FLSLiIiIiCQ5Be01lEbaRURERHYeCtprOAXtIiIiIrWfgvYaSldEFREREdl5KGgXEREREUlyCtprKM1pFxEREdl5KGivoRS0i4iIiOw8FLSLiIiIiCQ5Be0iIiIiIklOQXsNpekxIiIiIjsPBe01nIJ2ERERkdpPQXsNpXXaRURERHYeCtprqEaNGgGw++67V3NPRERERCTR6lV3B6Ry9t13Xz766CPOOOOM6u6KiIiIiCSYgvYa7Nxzz63uLoiIiIjIDqDpMSIiIiIiSU5Bu4iIiIhIklPQLiIiIiKS5BS0i4iIiIgkOQXtIiIiIiJJTkG7iIiIiEiSU9AuIiIiIpLkErZOu5kdAjwHdABWANe7+7hg2ZVAfyAVeB+4xt3zg2X7A28ARwLzgavcfVawrA7wOHAlkAc87O5PVKRfK1asIDU1dfsOTkRERERkO2VmZsZf2d2rPAH1gUXAP4G6QBdgA9ACOAzYDBwFpAFfAQ9FbPs98ADQCLgO+A2oFyy7HpgJ/AE4AFgJnBZnnzoCrqSkpKSkpKSkpJRkqWN5sawFA9oqZWaHAuPdvUVE3hjgHWB/oKW79w7mnwK87u5tzaw9MA1o4e55wfIlBEbbvzGz74Bn3X14sOx+YF937xVHn1KBjOXLl2ukXURERESqXWZmJnvttRdAmruXOeyesOkxgMW4fwiwHzA2In8OsLeZpQAHAwtDAXtE+SHAN8Hy2cXKzo65c7OGQMOIrKYAqampCtpFREREpEZJ1ImoC4B0M7vNzOqb2ZnAyUATIAWI/CYRup0SoyxUnhJRp/i2KcTWF8iISCsqdygiIiIiItUrIUG7u28DzgfOA9YAtxKYGrMCyCZwAmpI6HZ2jLJQeXZEneLbZhPbIAJz5kOpTcWPRERERESk+iVsyUd3n+3uJ7t7C3c/g8C0mO+BnwmcjBpyKLDM3bODZQcEp7ZEls8N3o617VxicPc8d88MJSCrSg5MRERERGQHS+SSj4cDCwl8MbgBqOPun5vZSmC8mT1PYIWZfgSWeMTdF5jZPOAuM3sY6EXgjNqJwWaHA/8ysy8JjJ73CdapcrNmzeLLL79k+fLlFBUVJWIXtULDhg054ogjOPPMM/nDH/5Q3d0RERERqZUSsnoMgJk9AVxFIGgfA9zg7muCZVcCA4hepz20Wkw74HUCSzSG1mmfGSyLXKc9n8A67Y/H2Z9UICMjI6PcE1FHjBjB448/zu67784f//hH6tVL5Pm6NZe7s2XLFmbMmEGTJk14/vnn2X///au7WyIiIiI1QmZmJmlpaRDH6jEJC9qTTbxB+6ZNmzjzzDO57LLLuOWWW6hTRxeNLU96ejq9e/dmjz324Omnn67u7oiIiIjUCBUJ2hWRFjNp0iTcnb///e8K2OPUrFkzLrnkEr7//nu2bt1a3d0RERERqXUUlRazadMmmjZtGvrWI3Fq06YNhYWFFbscr4iIiIjERUF7Me6OWfHrQkl5Qo/ZzjLdSkRERGRHUtBeAa+88godOnSgSZMm7LHHHpx++ul88cUXAOyzzz7ssssupKSkhNOQIUMq1RbAhAkTOPbYY0lLS6NFixaceuqpLF68GID777+f3r17x9XnK6+8koYNG5KSkkJqaionnHACs2bNiirv379/1Dbjxo2jXbt24fsVPTYRERERqVoK2uP00EMPce+999K/f3/Wr1/P8uXLueOOO/j888/Ddb788kuys7PD6frrr69UWxkZGZx33nnccccdbN68maVLl3LTTTdRt27dSvX93nvvJTs7m/T0dM4++2yuuuqqCrcR77GJiIiISNXTWoZx2Lx5MwMHDuSdd97h7LPPDud36dKFLl26VHlbCxcupGHDhlxwwQUApKSk0L179+0+jjp16nDppZfy4IMPbndbIiIiIrLjaKQ9DlOmTKGgoIBu3brtkLYOPPBA8vPz6d27N2PGjKmykzsLCgoYMWIExxxzTJW0JyIiIiI7hoL2OGzcuJHddtstanpKq1ataNasGY0aNQrnde3alWbNmoXT+PHjK9VWWloaEyZMIC8vj549e9KyZUuuuOIKsrKyKtX/AQMG0KxZM5o0acKjjz5aYqQ9VB5Kkb8AVOTYRERERCQxFLTHoXnz5mzYsIHCwsJw3po1a5g/fz55eXnhvM8++4z09PRwOvnkkyvd1qGHHsqwYcNYs2YNkydPZvLkyQwYMKBS/e/Xrx/p6enk5uYybNgwzjnnHFatWlWiPJQ+/fTTEm3Ec2wiIiIikhgK2uNw3HHHUa9ePUaPHl0tbXXq1IkLLriAn376iaKiokrvu06dOpx77rk0aNCAyZMnV7odEREREdmxFLTHYdddd+XOO+/kuuuuY/To0eTm5lJYWMjUqVMT0tb8+fN54oknwqPhCxcu5JNPPuHAAw9k+vTplT4Od2fUqFFs2rSJ9u3bV7odEREREdmxFLTH6f777+e+++6jb9++tGjRgr322ounn346asT89NNPj1rLvF+/fgAMHDiQrl27xt1W06ZNmTx5Mp06daJJkyZ06dKFbt26cemll8bsW0pKChMnTgRg4sSJpKSkRJU/9NBDpKSk0LRpU26//XZeeeUVDjvssAodf2nHJiIiIiKJZzvLFSzNLBXIyMjIIDU1tdR6Q4cOZdiwYYwdO3bHdS5O06dPp6ioiD/96U/V3ZUSvvvuO2666SZGjRrF7rvvXt3dEREREUl6mZmZpKWlAaS5e5nLBWqkXUREREQkySloL6ZOnTrbdbLnzir0mJlZNfdEREREpPZR0F7MH/7wB7Kysli/fn11d6VG+e2332jQoAHNmjWr7q6IiIiI1DoK2os5/vjjqVevHk899RS5ubnV3Z0aYcmSJbz99tuccMIJNGjQoLq7IyIiIlLr6ETUGL788kvuuece6tevz3777Ue9evV2TCfLsXr1atydPffcs7q7AgSWkMzOzmbJkiW0adOGF154QSehioiIiMSpIieiKmgvxcqVKxk7diwrVqyIunppderfvz/5+fk8+OCD1d2VsIYNG3LEEUfQuXNndtlll+rujoiIiEiNoaA9hooG7cmoadOmZGdns7M8ZyIiIiK1mZZ8FBERERGpRRS010Kff/45v/zyS3V3Q0RERESqSHKcYSlVqmvXrpiZ1psXERERqSUUtNcg5V246JtvvgnNi9K8dxEREZFaREF7LXLqqadWdxdEREREJAE0p11EREREJMklNGg3szvMbLmZZZnZDDNrGsy/y8zWm9kmMxtsEfM+zOwoM5ttZjlmNt7M2kaUNTaz4cH2lpnZ5Ynsv4iIiIhIMkhY0G5mNwBnAicAqUAvIN/MzgJuAI4FDga6AlcHt2kIjASeApoD3wLDI5p9ANgNaA1cAgwxs/aJOoZkU9o8dXenU6dOO7g3IiIiIrKjJOTiSmZWF/j/9u47Pooy/wP450vohFAEpUhRmoLiSRFURFFBxYaeer+TQ7CeevaCcljgpOmpYEFOKYLiWSjSRQUEpTcFjhYwQGgJJSQhhCQk+/39sTPjbHZ2s5vsZneTz/v1mhe7T5tndybLd5995pn9AK5S1d8L5X0JYKuqDjOeDwBwv6peLSI3ABirqi2NvOoAjgFop6p7ROQwgLtVdbmRPxnAPlV93aEPVQBUsSXVBHCgLN5cqaCgABUrel+ewItRiYiIiKJXNNxc6VwA1QHcJSKpIrJTRB428toC2GwruwVAO6c8Vc0G8DuAdiJSB0ADP3ULGwQgw7YdKNErIiIiIiKKkHCtHtMYQC0ArQE0B9AKwGIR2QEgHoD9m0SmkQaHPHu+Weakj7qFjQTwru15TTBwJyIiIqIYFK6g/bTx779U9TSAzSLyFYDeALLgnuNuSjDS4JBnzzfL1MQfgb29rgdVzQWQaz4vao1zIiIiIqJoFa6gPRFAHgD7pGrz8TYAFwOYYzy/CMBWW97jZgURqQagBdxz4E+ISIpRd4VD3XJp4cKFOHHiRKS7QURERERhFJagXVVPich0AINF5CkA5wP4C4C74B4dH2dckHoKwHNwrxYDAEsBVBORBwB8AWAwgA2qusfInwrgFRG5B8CFAG4HcHk4XkOsuOmmmyLdBSIiIiIKs3Cu0/4PuJdnPAZgAYBXVfUXVZ0PYByAtQB2APgewCTAmtJyB4BnAKQD6A7gb7Y2XwOQBuAwgBkAnlDVnWF8DeVKZmYmzpw5E+luEBEREVEhYVnyMRqJSAKAjLKw5GNWVhY++ugjvPDCC6hQwff3rmCPrYjg5ptvxrx580raVSIiIiIqQjQs+UhhYAbhw4cPx8CBA7FmzZqQ72P+/Pkhb5OIiIiISoZBewzKzXUvilNQUBDhnhARERFRaWDQHsN+++23gMuuX78eP/zwQ/g6Q0RERERhE64lHymMzDXng1nqsXPnzgCCn+dORERERJHHkXYiIiIioijHoJ2IiIiIKMoxaI9hnOpCREREVD4waI9B5px2899gBDMPnoiIiIiiA4P2GBKKkfXPPvssBD0hIiIiotLEoD2GFSeI55QaIiIiotjDoD0G7Nu3DyKC7OzsSHeFiIiIiCKAQXsM+N///ufxvDhz2U0caSciIiKKPQzaY4CvIP21114r5Z4QERERUSQwaI9BmzdvLnZdjrQTERERxZ6Kke4ABe/7778PaXuqih07doS0TSIiIiIKHY60x4CSzGEPxMSJE9G2bduw7oOIiIiIio9BeznjND1m586dEegJEREREQWKQXuUS0xMLPZI+759+/DQQw+hoKDAI71x48bo1KmT9TzcI/lEREREVDIM2qPY/Pnz0aZNG6xcubJY9QcOHIiJEydi//79Vpqq4tChQ9iwYUOouklEREREYcagPYrt3r0bAJCcnFys+uYIelErxlSowNOAiIiIKJoxWosBxZ2+YgbjRQXtnB5DREREFN0YtMeA4q6tbgbjLpfLb1scaSciIiKKbozWopgZdGdmZharfrhG2o8fP46hQ4fyRk1EREREpYRBexTKycnxWPHl22+/LVY7TiPtJ0+e9CjTp08fDB8+PKh2Bw4ciCFDhnCpSCIiIqJSwqA9ClWrVg0PPPBAidtxGml/4403PMrMnj076HYLLyFJREREROEVtqBdRD4RkcMikikiW0TkVlveyyJyVETSROQtsc3PEJHOIrJZRLJFZJmINLPlVRORqSJyUkSSReSv4ep/pE2dOrXEbZhv6+nTp0vcFhERERFFTjhH2t8F0FxVEwA8AGCqiJwlIr0B/ANAVwBtAdxk5ENEqgCYCeB9AHUBLAdgj16HAqgHoDGAewB8JCJtwvgaIsblcuHrr78uURtm/XfffTcUXbIEupQkEREREYVG2IJ2Vd2hqrnmUwCV4Q62+wH4WFV/V9UUAO8AuM8odw2AXFWdoKo5AIYD6Cgi5xn5/QAMU9VMVV0NYDaAe8P1GiKtuDdVMpkj7NnZ2Y75xV3qkUtEEhEREZWusM5pF5GPROQ0gHUAlgDYAvfo+mZbsS0A2hmPPfJUNRvA7wDaiUgdAA381C287yoikmBuAGqG5lWRiSPtRERERKUjrEG7qj4OIB7A9QB+UHeUFw/AvoZhppEGhzx7vlnmpEOek0EAMmzbgeK9itiXk5NTrHqPPPIIRo4c6ZXO6TFEREREpSvsq8eoaoGqLgZwvTGfPQtAgq1IgpEGhzx7vlmmpkOek5EAatm2c4v7GmLdggULgipvBuPjx4/HP//5Tyv9zJkzWLRoUUj7RkRERERFK80lHysCaAlgG4CLbekXAdhqPPbIE5FqAFoA2KqqJwCk+KnrQVVzjbnvmaqaCc8RevLD1wj6iBEj0LNnTyQlJZVyj4iIiIjKt7AE7SJSS0TuFZF4EakoIncD6AHgZ7hXg/m7iJwvIucAeA7AZ0bVpQCqicgDxkoygwFsUNU9Rv5UAK+ISE0RuQzA7QD+G47XQN4OHjwIADh16hQATo8hIiIiKi3hGmlXAA/DPY/8OICXAdyrqr+p6nwA4wCsBbADwPcAJgHu0XEAdwB4BkA6gO4A/mZr9zUAaQAOA5gB4AlV5W05Q8xXMJ6XlxdQOSIiIiIKrYrhaNSYjtLDT/5IuOecO+WtA9DeR95pAH1D0UfyzVcwPmXKlFLuCREREREBpTunnWJEUSPohfMnTJiATp06hbNLREREROVaWEbaKbZVrVoVubm51vOCggLExcVZz9evX+9R/u9//ztcLpdH2rp167B//37ceeed4e0sERERUTnAoJ28uFwu7N6923q+ZMkSNGjQIKj6l112GQDOeyciIiIKBU6PIUcvvvii9Tg3N9fvWu/mzZZMa9asCVu/iIiIiMojBu3kyD7dJT8/3yswJyIiIqLSw6CdHNmntaiq36C9cF6FCjytiIiIiEKJ0RU5+u677zyeBzLSvn//fuTn5zNoJyIiIgoxRldUbI888gjWrl1rPW/atCkqVaqERYsWOZZPTU1Fu3btcOTIkdLqIhEREVGZwKCdArJ69WrHtL59+3qNwo8fP96xjblz52Lbtm0455xzwtJHIiIiorKKQTsVSVUxY8aMgMvv2bPHemwfVa9atar1uKCgIDSdIyIiIioHGLRTiYiI3/nuTz75pPW4X79+1uOKFX3fImDBggXYsmULVBUbN24MTUeJiIiIYhiDdiqRXbt2+c3Pz88Pus2bb74Z7du3x9y5c9GxY0f89NNPxe0eERERUZnAoD3KxOIdRPPy8nzmFSdoNx08eBCAe1UaIiIiovKMQXuUicagvSR9mjNnDjZv3uy37d27dzvmmVNozMDfvMnTl19+Wez+EBEREcUiBu1RJhqD9pL67bfffOZ98cUXaNWqFXbs2OFV1gzaz5w5AwDIzc0FAEycONGjjeTkZCxbtiyEPSYiIiKKLr6vBqSIOHnyZKS74GX06NFhaXf58uXWxakHDhzABRdcgEsvvdTKj4uLA1D0SjOXXnop0tLSyuQXHiIiIiKAI+1Rp06dOpHugpcVK1aUqL6vYLpHjx7WY6d58eaqNGb9wv+a0tLSStQ/IiIiomjHoJ3Czt+SkKb8/HyvaTQVKrhPT5fL5fFvUVJTU5GSkhJcJ4mIiIiiGIP2KPLzzz9Hugth8cUXXziOpNtXlvnll188psYAf7wf5sh6oEF7gwYN0LBhw+J2l4iIiChgLpcLHTt2xLx588K6HwbtUeLzzz/H1VdfHeluhMUPP/yAKlWq+C3jdKJ/8sknAIDjx48D+CNoV1Xs2LEDa9eu9RrFT05OdmxfVfHjjz86TtURETz88MNFv5AYcuLECeTk5ES6G+XW7Nmzccstt0S6G0REVApGjBiBjRs34tZbbw3rfsp10P7LL79ARJCdnR3pruA///lPpLsQUebqMU7+9a9/YdmyZVbQvmbNGlx44YW4/PLLvco+9NBDjm0sWLAAvXr1wsCBAyEieOKJJ5CdnY3zzz8fADBhwgRrXfiffvoJCxYssOqeOXMGc+bM8dv/7OzsgH8JCNby5cs9+mO3YsUKx2sO6tati+7du4elP+XZ4MGDMXjwYIgItm7d6rNcnz59MH/+fCQlJRV5zUVubq61QhIREcWetWvXls6OVLVcbAASAGhGRoaa+vbtqwB0165dGmndunVTANx8bOecc44OGDDAb5nVq1d7PD9w4IDu2LFDAWiXLl0C2s9vv/1mPV63bp0ePXpUBw4cqAD0119/1blz5+rBgwc9jt3x48cVgD7xxBNhOTfM/pgWL16sw4YNc8zLyMjQRYsWeaVTaNjPlYkTJwZUrnbt2n7brF69urZq1Ur37t2raWlpoe4yERGFmf0zP1gZGRlm3QQtIpYt1yPthS90DNbSpUvx1VdfhbQv5Cw1NRWTJ0/2W6Zr164ez88991xccMEFANyj84F45plnrMedO3dG/fr1sX79egBAYmIibr31VlxzzTXIysoC4J76c9ZZZwEApk+fHtA+/ImPj8cHH3zgmOdyuTBv3jxcd911eOWVVzBo0CCP/EsvvRS1atXC9ddf71h/69atGDt2bIn7SG4PPvggxo0b55Ve+A6+6enpftvJzs7Grl270Lx5c3Tq1CmoPhQUFODjjz8ucllUIqLy4vDhw5HuQtiU60jRXAfcfkFkMHr06IG//vWvIe0LRdbSpUu90sx58ubFrbt27ULNmjVx9OhRzJo1yyoX6DE899xz0bdvXwDuX7r27NkDVcWLL76IU6dOYejQoQCARYsW4ZprrrHqDRgwwGO+3KhRozza9XcTKwC47bbb8MQTT+DQoUMAgEOHDuGdd94JqM/lxZw5c/Duu+9i9erVSExMdLyA2u7xxx/H5s2b0bJlS2uaXdOmTYu9/6SkJOTl5WHLli2O+cuXL0eDBg2sL43Tp0/Ho48+6nGX4PT0dCxevLjYfSAiilUTJ05Eo0aNMHPmzIj1oXXr1ti5c2d4Gi9qKL6sbHCYHvPggw8qAN2yZYvfny6OHj3qmA7jp5C9e/f6rV+Uo0ePakJCQsSnoHDzvz333HNFlnn11Vd1w4YN6nK5VFX11KlTPs+bTz/9VD/77DPHdlJSUrRTp04B983ebuHtzJkzqqpas2ZNK23nzp3W4w8//FC3b9/u9xxdsmSJ/vnPfy7ReR6MI0eOWNNP1q9fr6dPn/ZZ9syZM7pv3z6f+dnZ2Y7HobAPP/zQ673r37+/ulwuPXjwoL755puO7685bWvr1q2q6nwcWrRoocuWLVNV1f/85z/WMfNVHnB/VvXq1UtnzZqlqqqff/651qhRQwHod999p3PmzNFPPvlEAej48eOt9v7v//5PAWh2dnaRr9mXQ4cOKQBdvHhxsdsgKqnExET997//HeluUAzp2LGjAtBu3bqVyv6SkpL0wIEDXp/ff//73wNuI5jpMREPpktrg0PQ/sgjjyjgnsesqpqenu41X7lu3boKQGfPnu31RhcOmlRVXS6XTpw4UXNzcx0PjpMOHTpEPCDlFtqtb9+++t///tcr/YMPPgjL/urVq+czb9SoUTpz5kwr4PO1LViwQN9991199NFHVVV10KBBOnbsWI8yu3fv1lWrVuno0aP1f//7n5Xevn17n/OxT58+rdOnT9d58+bphg0bdNasWZqSkqKq7oD65MmTXnUuvPBCBaD33nuvtY/ff//dsf1nn31WAVhflOxWrlypALRKlSqan5+vn3zyib777rs6bdo0BaDr1693/HsOZjOD5PPOO0+XLVsWsmNqP3+mTp3qWMb8AgBAH330Uev6CvtmKigo0BUrVljp3377rU6fPt3rPcvLy7Oui2jfvr2+9tpr+v3336uq6qZNm/Sjjz5SAHr48GH97rvvNC8vT1VVt2/frk8++aS6XC51uVwKQO+8807ds2ePHjp0SFXV+pL6ww8/aO/evbWgoMDxmJoyMzM1Pz9f9+zZo2+99ZaV5nSsTfY8p3OruNLS0qwvwMVx5swZ/emnn3zmJyUl6YYNG4rdflnUpk0bj3M4Fhw+fNjv+RlLgoljooU52FU4aJ8/f74C0GPHjvmtP2rUKAXg9dlx+vRp67Pt+eef1549e6qq//83/ElKStJBgwapy+Uq20E7gPoA5gM4BWAngOsCrOcVtD/++OMKQJcsWaIFBQXWG52VlaXp6el6ySWXWGkXX3yx7t+/X1Xd/yksXbrU8T9Z8z+0K664QvPy8nT+/Pk6depUj4O1dOlSK2gp6qBz4xaJ7YUXXihWvT179nic6yNGjAio3rZt2/SWW27Riy66yGeZ22+/Xbt27ap33nmnAtDvv//e+iC2b5MmTdLbbrvNK71q1aqO7W7durXIi5z9bVWqVAnpe3/BBRcEXNYcePC3nT59Wvft2+cz/+2339YpU6ZoUlKSjhs3zmc5+2ckAB08eLBjuU6dOun9998f8Gvo3r27qqru3r1be/fubdU1fwm1b8nJyQpA7777bmuwIy8vTxcuXKgLFy7UGTNmKADt0KGD9uvXTwHotGnTdMqUKXrixAnNycnR/v37648//qh33323Tpo0SZs3b65fffWVdc527dpVAWibNm103rx5Hp/Tf/rTnxSApqWlaVJSkp46dUpPnjypjz32mCYmJuq1116rAPTrr7/2qHv69Glt3bq1Au5f7MzXvHz5cq/XOGvWLO3QoYP161BWVlaxg6dt27bpqVOndMeOHZqZmaknTpzwKrN48WLrS5npxIkTOm7cOI+0/Px8TU1NtQIXJ1lZWTp9+nSdO3eupqSkqMvl0pycHI9fyvLy8hxfT0FBgdc+zz//fAX++CWpRYsW+pe//MXq99ChQ73aOXjwoCYnJ3ulZ2ZmOvbZ/voA90BBcX333XfWcSzK9u3bddasWdagod3hw4c1OTk5oF8I7XJycjQtLc36gu5k6dKlHue7qjs4t5+vqmrFMqmpqX73uWnTJut433LLLZqfn6+HDx+28u0zFebOnesRNPfo0UMBWL9C2q1YscIjXgtU586dFXAvPmH38MMPKwDdtGmTV51169bpsWPHNCUlxTp+5oDGW2+9pV999ZWV3rRpU+txUTMk7Oe5y+XSt956y3pNZpns7OwyH7R/A2AigOoAbgNwHEDdAOp5Be1PPvlkSP+z5caN2x+b/UsvN26xvJnTkKJl+8c//mE9vuuuu0LW7pAhQ7zSpk2b5jh17KefftKFCxcG1b75pcff6zG36667Lizv3RVXXKEdOnTQG264QceMGRNQnWbNmuk555zjlX7eeef5rNO/f3/rl/pAt0C/sBf+df7nn3/W8ePHO5Z9//33dc6cOSV+32688cawHI+itgYNGjief+bWrl077d69u7Zq1Soi/QvFNnToUPNxkUG7GAFtTBCReABpAM5X1QNG2lIAU1T100JlqwCw39GnJoADGRkZSEhIAAA8++yzGDNmTCn0nIiIiIjIp1qqmumvQKytHtMKQJYZsBu2AGjnUHYQgAzbdqBwgYoVK4ajj0REREREIRVrQXs8gMLfQjKN9MJGAqhl284Nb9eIiCgWDBgwoNT21bt375C11aVLF4/nvm6Z3qBBA/Tv3z9k+wWAnj17eqVddNFFfuucffbZqF69ulf68OHD0bx5c6/0ESNGBN2vF154IeCyrVu3tuqYy+76U7lyZdSoUSPoPgXr9ttv95s/cOBAn3nPPPMMunTpUqzlp2+44Qav+304ad++PW666aaA3rOSMGdBFE776aeffNapWbMmevXqFdJ9ljb7kr1FivQc9SDns18KIK1Q2gcA3i7OnPannnpKAehDDz2kqn+sNHHZZZepy+VyXMYnJydHVf+4SMO+de/e3eP5sWPHPO6auH79ej127Jjm5+drfn6+lV64HW7cYnUrKCjQ/Px83bFjh+7fv18bNWrkWM68Uy0AHTRokM6cOdNahcXXtnDhQt2wYYP1PDk5WV0ul/V3a27r1q3zWFWl8Ga/eNPXMo4l2a688spSe78D7f/7779vrehiboHehdmcb/zYY4/53J+qe3UUANq4cWOPvPr163s879q1q/7+++/W8wEDBujGjRv1119/tT4PO3XqZC0UAEBHjx6tEydO9LhwMykpSR955BGvC7vM1SO2bNmiR48e1YMHD+qePXt0586d2r17d2sJzW7duukjjzyiubm5etZZZ+nhw4c1NTVV9+3bpzk5OXrs2DE9efKktcLNrl27ND09XZOSkjxWMgLcS3AWFBTo6tWr9eyzz9bly5er3ZkzZ6wLgletWmWlT5s2TTdu3KjVq1e3VmoaNGiQTp48WU+dOmUtflBYamqqjhkzRlXdF7jNmDHDcSWelJQUTUtL05MnT3pcHOiLv9V8XC6X9uzZ02t51fT0dC0oKNBJkybpwYMHddeuXQpA33jjDa82kpKS9MiRI1593Lhxo2ZlZXmkL1261PpbevPNNzUnJ8c6xs8//7xOnjzZKpuZmanvvfeeHj16VBMTE3XJkiVe+963b1+Rq7qkpqbq3/72N69V5Ao7duyYnnXWWdZFlQUFBZqZmelxfgaygsz48eP1vvvu80rPzMy0Yo3icLlcmpubq9u2bfNYIcuUnZ3tcYHojh07dNy4cfriiy/qhg0bNDU11ZoHb/5d+pKVlaXr16/X9PR0/fXXX3XlypVWnnlxr/kZYV5ca57Xjz32mALQhx9+2Log1+Vy6eHDhzUhIUF3797td9/+llQ2/48onH7gwAGf7a1du9Yqt2rVKo9z7p133gl6aW5/y4nfc889CrgvpC+zF6LCPaKeB6CxLe0nAPcHUNfn6jGPPfaYlVZQUODxx2a++R9++KHXWtGF/9NSVe3bt68C8Plh62T27Nml9p88t9LZnnrqKVV1LznXsmVL7d69u7700ksB169Vq1ZQ+7v00kt95vXr109vueUWj7RXX33Vq1xWVpYC0ObNm+s777yjgHdQ2KxZM12zZo1Wr17d40vq008/rSNHjvQ6t9PS0rRv377Wqgr9+/e38nJycjxWdHC5XJqVlaVPPfWUrlq1St98803t37+/ZmRk+F3BwAxG69Sp4/Ef3YYNGzQpKcn6z8vsq6pqfHy8tmnTRk+cOBHyC5iGDx/ulbZu3bqA6h44cEA7dOigd955p8dFcvn5+V5tmF/87XULt9e2bVvrNRf+3FJ1r7SRmJho5S1btsxaweP+++/XQYMGqap6fPYB7ouMc3JydO7cufrNN994HY+ZM2dqVlaWjh07Vl0uly5btsy62Mr8DE5JSdHbbrvNb3AzdepUbdmypVf7TksvHjlyxLpnRllZcq+8S09P1x9//NF6PnnyZF2wYEEEe0TBGjhwoI4ePdoxLyMjQ19//fUil34NxpYtWxRwLytrd+TIEZ/9sNu6das+88wz1vNVq1Z5fPHJy8vz+Az193keqDIbtLvfH0wDMAFANQC3oASrxwwbNkwBWCMvTvLz83XMmDHWWsR25oEx1yBWVT1+/Li+//77PtvzJZRBA7fQbr179w647N69e72++Nl9/vnnVtlRo0bpkiVL9Oqrr3b8Yw90nz169NApU6Y45m3cuFFdLpfX0ohHjhzR1NRUr31u3LhRU1JSND8/X9977z3Ny8vTAwcO6KZNmzxGKMyRHADauXPngM7xxMRETU9PD/pvI1QmTJig999/v6qq7t+/3+OLwMGDB3X16tU+75nw4Ycf+vzVoEmTJpqamqqvv/66AnBcNnHr1q167bXXWoH45MmTHb/EFTZjxgx9++23VfWPkezCZe3PzdHnChUqOLan6g7Ai1r+joiInAHQPn36WI99bYEq60F7fQALAGQDSARwfYD1vIJ2c4mk4o7KHDp0yOtn0OKKdGDKzXmrVauW1/rU9u3yyy+3Hg8ZMqTI47x//34F3Hck9Xf8Vd3rVu/fv1979+5trWcLeC+PNn36dP3ll1+s51988YUCf0z7UnWvw2uuE/3iiy867jdY5gj34MGDg64bzezvR0pKivUT5yuvvOLxfvXs2VMnTZpkfaacOXNGf/31V/3yyy+9jqfTutGqqiKiAHTs2LHWrzNFWb58uS5cuNCxv0REFF72gbk9e/Z4TPcDoAMHDvSa7uVPmQ7ai7vBIWg3196NBhUrVox4gBrrW1pamldakyZNfJYfMWKEVqpUyW8dc26jU/0aNWrozz//rBkZGSX+OX7RokUeN6txYubZb5TTvn17K//TTz9VANa87wceeMCj/s8//6yAe/qGyX4TnOI4evRoSH/ajAabNm1y/DKek5Oj06ZNK7J+4buXfvvttz7L+hsRD9TevXsd5/ASEVHpsH/mByuYoD3WVo8JKff7HB2OHj3qeDV9eVJ4ZQS7+fPn+8ybMGEC1qxZgypVqnjlvffeexg1ahQWLlzolRcXF4fPPvvMej5w4EBs2bIF1apVA+A+Pxo1amTlm8ene/fu+PLLL5GVlYWrrroKCQkJEJEiX58/1113HYYNG4bFixdj7ty5jmUSExPx/fffo2nTpta527hxYyt/wIABUFVrtQaXy+VRv1u3bvjggw/w3HPPWWmTJk1Cfn4+cnJyitXvevXqoUKFsvUx0r59e1x55ZVe6VWqVMFdd91VZP2CggKP53369PFZ9tprrw26f4U1a9YMPXr0KHE7REQU3cr1QuWqGjUBR+3atVG7du1IdyNirrjiCgwYMABr1qyx0ho2bIjDhw8DgM+g+Oabb8aDDz4IAMjNzbXSP/nkE5w4cQK33XYb4uLiHOu2bNkSHTt2tJ6/+eabAJy/zB04cACVK1dGp06dMGnSJLRo0SLIVxgYf0Fcq1at0KpVK+v5jz/+6NF/U61atazydiKCJ554wqt8XFycz/eIgnfOOecAAEaOHImrr77ab9lZs2bh6NGjpdEtIiIKk23btqFt27Zh30+5DtpdLleJR0gpcPHx8cjKynLMExGvYNkeSNq/XN11112YPn06AKBr165WeuXKlXHPPffg5ZdfxqWXXuq1j/z8fDz99NMYO3YsPv74Y9xxxx2O+/3000/x/vvve6SZI9r79u0L5KWWiuuvv94xvWHDhti4cSPat29fyj0iwL328cqVK9G1a9ciP19q1KhRKutAExFR+LRp06ZU9lOug3ZVjaqgPZqm65Q2p+NgT+vSpQuaNWuGRYsWoWXLlgCA33//Heedd55H+a+//trnPuLi4jBkyBDExcXhgQce8Hnsr7zySsfpEbHE6UsLlZ7LL7880l0gIqJSUqFCBfTo0QOPP/54WPfDoD2KgvayqlWrVvjhhx/83j2vQoUKXnOB7WrXro29e/d6pBVnikq9evXw3nvvBV2PiIiIyJclS5aEfR/RMaE7Qhi0l474+PgiL7KtXLkyGjRoUDodIiIiIoox5T5oj5YLUYGyOz2matWqjun2CyVHjhyJPn36YNy4cQCAatWqea1+QkRERFReRU/EGgHnnntuSJZcI7fC01dMvuZX21cy6dSpE0QEnTt3BgA88MADVtCenJwc2o4SERERxZhyHbTfcccdftf/puA0a9bMK23s2LEYPXq0Y3mnXxbMeer9+vXDhRdeCABo0qRJCHtJREREFHvK9YWo0eaSSy7B5s2bI92NkOrQoQMqV67smGeOpH/11VdWWu3ata1gfubMmUhMTAx/J4mIiIiiXLkeaY82H3/8MdavXx/pbpTI9u3bPZa7cxpNf+2117B69eoi5/DXqlXLmi5DREREVJ4xaI8i1apVc7zDZSy54IILUKdOHb9lhg4dii5dulhBO1fwISIiIvKPQTsFpFKlSiVuo/DIev/+/XHDDTfgxhtvLHHbRERERGUZg3Yq0qhRo3Do0CGf+V9//TXmzZtnPfc1cl44aK9Xrx4WLlyIhISE0HSUiIiIqIzihahUpJdeegmZmZk+8++55x6fefZAvayuQ09EREQUbhxpp4CEYt45g3YiIiKi4mHQTgEpbtBur8egnYiIiKh4GLRTiXzxxRcBl2XQTkRERFQ8DNopIPYR8+rVq1uP27Vr51W2oKDAesw57UREREQlx6CdAmIP2uvXr++YbrIH7ZweQ0RERFRyDNopIL6C76KC9ooV/1igiEE7ERERUfEwaC+HvvnmG9x6661B1QnmQlR70B4XF2c9njJlCnr06BHUfomIiIiIQXu5dPfdd2POnDnFrm8P4GvWrOmVf/XVVwMA6tati9atW1vpf/vb37BkyZJi75eIiIiovGLQTgGxB+rNmzcHAJx99tnWY7vXX38dR44cwfHjxxEfH19KPSQiIiIquxi0R6Ht27dHugt+jRs3DgDQvXt3x/wKFSp4XKxKRERERCUT0qBdROJFZLmIHBeRdBFZLCIX2PKrichUETkpIski8tdC9QeIyAERyRSRT0Wksi2vhYisEJFsEdkoIpeEsu/R5IILLii6UCkzLyLt1asXqlatCsBzvjoRERERhU+oR9pzATwMoD6AugC+BfC5LX8ogHoAGgO4B8BHItIGAETkYgCjAdwBoImxvWqr+yWARUa74wF8KyIVUUa99NJLEdv3ggULsGrVKo+0qlWr4u2338bkyZPhcrkAMGgnIiIiKi0hDdpV9YyqbldVFwABUACgha1IPwDDVDVTVVcDmA3gXiPvXgAzVHWdqmYAGAbgPgAwAvu2AEaoao6qjjP6fpWvvohIFRFJMDcA3ldMRrFRo0YhJSUlIvu+6aabHAPy559/Hg0bNrRG3c0RdyIiIiIKr7DMaReRzQByAIwF8JaRVgdAAwCbbUW3ADBvqdnWIa+piMQbeYmqmuujrpNBADJs24Hivp5IieS65o0bN/aZ16JFC4wYMQL//ve/S7FHREREROVXWIJ2VW0PIAHuqTKbjGRzGZGTtqKZtvR447k9z0wvnFe4rpORAGrZtnMDfwXRIRxBe5s2bbzScnJysHDhQo+0Ro0a+WxDRDBo0CDUrVs35P0jIiIiIm9BBe3GRabqYxtmL6uqpwFMAvCpiJwFIMvIsk9TSbClZxnP7XlmeuG8wnW9qGquMQ0nU1Uz4fllISaEI2hfunSpV1qVKlUcA/BKlSqFfP9EREREFLyggnZV7aaq4mN7xaGKwB2kN1bVEwBSAFxsy78IwFbj8TaHvGRVzTLyWolIFR91y6SSBu0zZszwSgtmHnokp+cQERER0R9CveRjBxHpLiKVRaQGgDcBpAPYYRSZCuAVEakpIpcBuB3Af428/wL4s4h0FJFaAAYD+AwAVHUngO0AXjYuMH0EgAL4JZT9jzb2GxoVR4cOHUq0LwbtRERERNEh1HPaKwF4D8BxAMlwj5zfpKp5Rv5rANIAHAYwA8ATRkAOVd0C4DkAc+C+aPQQ3CvImO4F0AvuLwGPAbhTVfND3P+o0qhRI4wZMwY9e/aMyP4ZtBMRERFFh5Cuc66qawBc6if/NIC+fvInA5jsI283gCtL1sPY8/TTT2PlypXFqus0eh7M6P2QIUPwxhtvFGvfRERERBQ6YVk9hqJDSUfKX331VeTl5RVdkIiIiIjCikF7OVPSefJEREREVPoYtMeAko6Y9+rVCxUq+D/UDOaJiIiIoheD9nKgTp06uPJK9+UAhYNzButERERE0Y9BezlX1Ag8EREREUUeI7YYUNzpMU71Co+s33jjjSXaBxERERGFX0iXfKTo5GsKzKFDh1CnTh0AgMvlKs0uEREREVEQONIegy688MKg65gj6fYAvmHDhqhatSoAIC4uLjSdIyIiIqKQY9AeA2644QaP519++WVA9Zo0aYK77rrL4wZJvkbdO3ToUPwOEhEREVFYMWiPAQ8++GCx6lWsWBHTpk1Dy5YtiyzLVWSIiIiIoheD9hgQyoCawTkRERFR7GHQTkREREQU5Ri0lzMcaSciIiKKPQzaYxADbyIiIqLyhUF7DArkRkgNGzZ0rMOAn4iIiCj2MGiPQUUF3sOHD8emTZtKqTdEREREFG68I2oZ9M9//tNnHkfaiYiIiGIPR9pjkIhg/fr1ke4GEREREZUSBu0xSETQsWNHdOnSpVh1iYiIiCi2MGiPYatXrw64bCAXrxIRERFRdGLQXs5wpJ2IiIgo9vBC1BgUrsB79erVSE9PD0vbRERERFR8DNpjUEmCdn91izNHnoiIiIjCj9NjiIiIiIiiHIP2cqJx48aR7gIRERERFROD9hhUnOkxEyZMwHfffYe4uLgw9IiIiIiIwinkQbuI1BSRCSKSJiLpIvKZLa+aiEwVkZMikiwify1Ud4CIHBCRTBH5VEQq2/JaiMgKEckWkY0ickmo+x4rihO0JyQk4MYbbwxDb4iIiIgo3MIx0j4JQAaA5gDqAxhtyxsKoB6AxgDuAfCRiLQBABG52Ch7B4Amxvaqre6XABYBqAtgPIBvRYQX0hIRERFRmRfSoF1E2gLoCGCgqmaq6hlV/dVWpB+AYUbeagCzAdxr5N0LYIaqrlPVDADDANxntNsGQFsAI1Q1R1XHGX2/yk9fqohIgrkBqBnK10pEREREVFpCPdLeGcAuAFNE5LiIrBaRKwBAROoAaABgs638FgDtjMdtHfKaiki8kZeoqrk+6joZBPeIv7kdKParijK8QRIRERFR+RLqoL0xgF4AfoI7QB8DYI6I1AYQb5Q5aSufaUuPN57b88z0wnmF6zoZCaCWbTs38JcRfbZt24Y77rgDAIN2IiIiovImqKBdRJaLiPrYhgE4DWCvqk40psZ8BeAwgC4Asoxm7NNUEmzpWcZze56ZXjivcF0vqpprTMPJVNVMeH5ZiDkXXnghatSoAcAzaD916hQ+//zzSHWLiIiIiEpBUBdyqmo3f/ki0hOAFq5m1D0hIikALgawwsi7CMBW4/E2Iw+2vGRVzRKRbQBaiUgV2xSZiwC8G0z/Y93w4cNRoUIFnH/++VZa9erV0bdvX5x99tm44YYbItg7IiIiIgoXUS0cY5egMZFKABIBDAEwFe6VYMYBaKWq6SLyb7iD7XsAXAhgIYDLVXWnsXrMMgA9AewGMA3AGlV91Wh7LYD5AEYB6A/gZQCtVTU/wL4lAMjIyMhAQkLhQfuywRyBD+UxJSIiIqLwyMzMRK1atQCgljEzxKeQzmlX1TMAbgfwBNwXfw4C0EdV040irwFIg3vKzAwAT6jqTqPuFgDPAZgD90Wjh+BeQcZ0L9zz5dMBPAbgzkADdiIiIiKiWBbSkfZoxpF2IiIiIoomERtpJyIiIiKi0GPQTkREREQU5Ri0ExERERFFOQbtRERERERRjkE7EREREVGUY9BORERERBTlGLQTEREREUU5Bu1ERERERFGOQTsRERERUZRj0F6G9OvXDzVq1Ih0N4iIiIgoxKS83PJeRBIAZGRkZCAhISHS3SEiIiKici4zMxO1atUCgFqqmumvLEfaiYiIiIiiHIN2IiIiIqIox6CdiIiIiCjKMWgnIiIiIopyDNqJiIiIiKIcg3YiIiIioijHoJ2IiIiIKMoxaCciIiIiinIM2omIiIiIohyDdiIiIiKiKMegnYiIiIgoyjFoJyIiIiKKcgzaiYiIiIiiHIN2IiIiIqIoF/KgXUTuEJHtIpIlIotEpIktr4KIjBGRdBFJFZFnC9W9SUR2i8gpEZktInVsefVFZL6Rt1NErgt134mIiIiIolFIg3YRaQ1gMoAHAdQGsBTAl7YijwK4BkBrAN0AvGAG3yJytlH2KQD1AaQDeN9WdyyAFCPvRQDfiEjdUPafiIiIiCgahXqkvReAxaq6UlXzAYwE0FFEWhr5/QC8rapHVHUXgPEA7jPy7gCwXlUXqGo2gCEA7haRaiISD6APgNdVNVtV5wDYAuB2Xx0RkSoikmBuAGqG+LUSEREREZWKimFoUxyetwOwG0BbAJtteVsA3GI89shT1T0icgZACwCVAGSp6oFCddv56ccgAK8XTszMzAzsVRARERERhVEwcWmog/ZFAEaKSHcAqwH8E0BlADWM/HgA9t5lGmlm3v5C7Zn5lQrVM/PO8tOXkQDetT1vCGBHkyZNfBQnIiIiIoqImvCOdT0EFbSLyHIAV/rIHq6qr4jI/QA+AtAAwBcAtgEwR8izACTY6iQYaU559vxKfvIcqWougFxb308COBfASV91KOxqwn0u8DhQJPD8o0jhuUeRwnMvNtQEcKioQkEF7araLYAy0wFMBwARqQ3gXgD/M7K3AbgYf0yDuQjAVlveXWY7ItIc7mD9dwBxAOJFpLGqHrTV/SyIviuAg0UWpLARsWZOnVRVzlOiUsXzjyKF5x5FCs+9mBHQsQnHko8djaUd6wP4BMAkVU0zsqfCvWJMfePi1IfxR+D9LYDOInKjiFSHez76NFU9rapZAGYDGGpcmHoLgPZGGhERERFRmRaOmyt9BPc3hq0A9gEYbMsbB2AZgF0AVgJ4V1UXA4CqHoF7VH4sgGNwz1d/ylb3cQCNAByHe676X2xfBoiIiIiIyixxzxohCj8RqQL3qj4jjWsOiEoNzz+KFJ57FCk898oWBu1ERERERFEuHNNjiIiIiIgohBi0ExERERFFOQbtRERERERRjkE7EREREVGUY9BORERERBTlGLRHiIhUEZFJIpIsIpkislpELrflvywiR0UkTUTeEuO2ZiLSRkTmGnnHRGSmiDSy1bvLaCtHRCYH0I8WIrJCRLJFZKOIXGLL6y4iy0QkS0SWBtDWY0YbZ0RkiJ9y34lIvvG4qdF+loicEhG1Pc8qql1xGy4ih0XkhPHeNHLYLUQkXkSWi8hxEUkXkcUicoEtf7KI5Nr2v9WpHVv5ASJywDh+n4pIZVuez/eVnPk6zsEc40LtvWycT91sadVEZKqInDT+9v5aRBs8xuVAKZ17/HwhL6E694zz7ZTt/PqnLY+fe2UEg/bIqQhgL4BuAGoDGANgrhFY9gbwDwBdAbQFcBOAB4x6tQDMBNAaQGMABwBMtrWbBuBtuG9yFYgvASwCUBfAeADfikhFIy8b7rva/ivAtg4DGAJghq8CItIHQE3zuaomq2q8qsYDaGGkxdvSimr3TgD9AHQBcA7cN996x8fuc+G+C299uF/vtwA+L1TmDdv+2/l5HRcDGA3gDgBNjO1VWxF/7ys583WcgznGAAARaQzgr0abdkMB1IP7b+ceAB+JSBsfbfAYlx+lce4B/HwhbyE79wC0sZ1fI2zp/NwrIxi0R4iqnlLVfxlBq0tVvwKQB6AN3H+oH6vq76qaAvcf6n1GvbWq+qmqnjBulPAhgMtt7S5R1ekAjhTVB+OPti2AEaqao6rj4D4nrjLaWq+qXwBIDvA1zVLVOQDSfeyvKoBhAF4OpL0A220O4BfjfcwD8I3xmpzaOaOq21XVBUAAFMD4olAM9wKYoarrVDUD7td1H1D0+0rO/Bzn5gjwGNu8A/d/hHmF0vsBGKaqmaq6GsBsuI+lEx7jcqKUzr1g8NwrJ0J87vnCz70ygkF7lBCRVnB/c90N9x/FZlv2FgC+RmW6A/D7M6sfbQEkFrpLmr99ldTLAL6C+9eBUJkOoLWInCci1eAe4frBzBSRzSLi8eEkIpsB5AAYC+CtQu09K+7pMytF5GpbnabinlLT1EhyOkZNRSQepf++lnVBHWMRuQZAPVX91t6IiNQB0AA+/rZ4jMlBSM49G36+UKCC/r8NwFoROWhMxTrLKMfPvTKEP2lEAeMPcirctxnOMP44Mm1FMgHEO9RrCWAEgP8r5q4L78fnvkpKRJrD/bNcB7g/QEIlBcBaAElwj5xvBvC4mamq7QtXUNX2xnt+L4BDtqz3ADwL4BSAuwHMEZH2qrpPVZPhnsZkcjpGZnqpva/lRMDH2PiZdjTcI0uFme//SVuadVx4jMlBqM49gJ8vFJxg/2/rDmA13OfRWLinzd4Kfu6VKRxpjzARqQRgGtwj7Obc8SwACbZiCUaavV4juL91v6qqSwLc13e2i1SuctiP4758tPUfW1t9A9j9aKOvOYH0NQivw/3t/2y458r/DGBKUZVU9TSASQA+NUckVPVXY9pRnjEtaBWAXj6acDpGZnqx31dyFMwx/geA5ar6P4c88/2vaUvzd1x4jClU5x4/XyhYQf3fpqq/GFNAjwJ4CkBvY0oqP/fKEAbtESQiFeC+EFIB9FdVNbK2AbjYVvQi2KbAiEg9uC8E+URVPw50f6p6k+0ilV+M/bQSkSq+9uWnrUdtbX0RwO6vATBWRFIArAMQJyIpIlLSn9UuAfCVqh41AvEJAK4LsK7A/UHW2Ee+OffdidMxSlbVLJTgfSVHwRzjHgD6GudWCtwXUc0WkYdV9QTco1c+/7YK4TGmkJx7Psrz84X8Kcn/bS7jX+HnXtnCoD2yPgbQEMDdqppvS58K4O8icr6InAPgOQCfAYCIJAD4HsA8VR1VuEERiTO+XVeEOzCu6uvKblXdCWA7gJfFvQTlI3B/gfjFaKuC0VYlABWMtir5ejEiUtEoHwegolE+zshuA+BPxtYb7p/7/gRgZ1FvUhHtrgdwj4jUFfeyVA/APcfOqZ0O4l7GsrKI1ADwJtwX/+ww8v8sIjWM/f0F7otrFvno1n8B/FlEOopILQCDYRyjot5XcubnOAd8jAEMgHt06k/GdgjA/QDML5ZTAbwiIjVF5DIAt8N9LJ3wGJcTpXHu8fOFnITi3BORdiJyifH/fx24V6P70Qj2AX7ulR2qyi0CG4BmcJ/sp/HHz05ZAK4y8gcBOAbgBNwXS4qR3t+oZ6+TZWt3gJFv34b46UdLACuMfvwK4E+2vGsc2prsp60hDuUHOJRrDiDfIb2B+5QMvF0A1QFMBJBqvFeL4F72yqy7FUBf43EX4zWehHv5rIUA2tvKLgeQYWxrAFxny2tqvNdNC73XB432JgOoEsj7yi248yeYY+zQ5l4A3WzPq8EdRGUB2A/gXh5jbqV07vHzhVtYzj0A1wJIhPt6iRS4f8E/21aWn3tlZDMDQSIiIiIiilKcHkNEREREFOUYtBMRERERRTkG7UREREREUY5BOxERERFRlGPQTkREREQU5Ri0ExERERFFOQbtRERERERRjkE7EREREVGUY9BORERERBTlGLQTEREREUU5Bu1ERERERFHu/wFE04O7QwUWuAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "execution_count": 79, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st_HP_1 = st.copy()\n", "st_HP_1.filter(\"highpass\",freq=1) #high pass 1hz\n", "st_HP_1.plot()" ] }, { "cell_type": "code", "execution_count": 80, "id": "f182c180", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "execution_count": 80, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st_BP_23 = st.copy()\n", "st_BP_23.filter(\"bandpass\",freqmin=0.01, freqmax=0.05) #bandpass 0.01-0.05\n", "st_BP_23.plot()" ] }, { "cell_type": "markdown", "id": "b4cb9c8c", "metadata": {}, "source": [ "### Memotong stream\n", "\n", "Kita dapat memotong stream menggunakan metode `slice`:" ] }, { "cell_type": "code", "execution_count": 81, "id": "1b7dca4b", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "execution_count": 81, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from obspy import UTCDateTime\n", "start=UTCDateTime(\"2021-01-14T18:31:00\")\n", "stop=start + 2*60 #2 menit\n", "st_slice=st.copy()\n", "st_slice=st_slice.slice(start,stop)\n", "st_slice.plot()" ] }, { "cell_type": "markdown", "id": "fd1835e3", "metadata": {}, "source": [ "### Mengeplot spektrogram\n", "\n", "Spektrogram juga dapat diplot menggunakan metode `spectrogram`:" ] }, { "cell_type": "code", "execution_count": 82, "id": "2ac7e9a5", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoQAAAEWCAYAAAD/8YaaAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAAsTAAALEwEAmpwYAABs5UlEQVR4nO29ebwlV1mv/7xVe5+pu9MhIYAkQIBEEJAxAupFUJBBCKCAgnBl5nIRUdHrZVCEe5l+wuUqCmIEDJMMImCCjKKMVxCCzBAJkyQMIVOnu8+wd1W9vz/WWlWrateeTp/d5+ze7/P5dHJ2DatWzd96pyWqimEYhmEYhrG4JLvdAcMwDMMwDGN3MUFoGIZhGIax4JggNAzDMAzDWHBMEBqGYRiGYSw4JggNwzAMwzAWHBOEhmEYhmEYC44JwhkgIueLyGN2ux+GYRjGfCEijxGR83e7H8beRES+LSL3mkXbEwlCEXm4iHxKRI6KyOX+76eIiPj554tIT0SORP8+P6K9HxORvxaR7/llv+nbuGW0zONF5GsiclhEfigi7xGRA9H2nj9h3+O+HRaRi0Tk7tH8x4jIx1vWKw+6XyZv7N8REbnhJH1otPvjIvIPIvIjEblKRN4vIrdoLPO7IvIDEblWRF4rIst++vVE5M3+uB0SkU+IyF0ax/UCP19F5MwJ+vPrIvIdf27fJSKnRPOeKiKfEZGtSR5Qky4vIs/x/QvH98vRMc1FZDP6/axx+yUip4jIW0XkShG5QkTeJCInjdj+v/jjf62IfF5EHhTNu7+IfFxErvHn4NXhuhvS1rI/R9f65Z/emL8mIq/0/TokIh8d0dYbReT7vq3/EJEnTNqWiJwsIq8Td39eLiLPbaz7bRHZiI7rB6J5DxeRi32bl/t2Tormnynu/rva7+NfiEjHz3tVy32x7s/Tzw3b1zHH8zX+mjwsIp8Tkfs1lrmnuGfDuj+XN4nmvVREvu7X/ZqI/EZj3fP8vhYywUebiNxe3DNj3f//9tG8n/fbPyQi356grYmWF5G7++P3fP87PsY9EelHv987br/E8XwRucxv+8MicusR2297nqd+3q3E3eNX+3//JCK3OpZ9FpHfFpFviXsGfVVEfnzIcsv+WPxQ3LPzQhE5PZo/8vkjIk8QkUv8/rxPoue3iDy3cVyPiMjN/LzrinvWXinuufCvIvKzkxxfEbmbDN4fR/x5eu2w4zbieB7T/dHS3pl+mXW/zlChIS3vXb++in8ebBcZf9+qvz7C8Xt1SxtL/vq5tDF95D0vQ963C4mqjvwH/B7wQ+ChwAFAgDsAbwKW/TLnA88f15Zf9lTgW379m/v2TgYeC/yWX+bufpt38L9PAR4NHNjG9spl/baeAFwJpH7aY4CPt6z3beBeo5YZs83HDJl3Z+Dxfp+6wP8GvhbNv4/f91sD1wE+DLzYz7sZ8HTgx4AUeBJwBbDfz78+8BTgpwEFzhzTz1sDh4GfA/YDfwu8JZr/K8CDgb8Ezp9gv8cu78/5F4HvhePbmP9h4AmNaSP3C3gl8AHgJOAg8E/Ay0b087ZAx/99F38Mfsz//nXgvsCaP/7vBV41oq0XAR/zy/4E8APgvtH8NwJvAU7z5+xOY85HuKdu6du60yRtAX8D/J3v95nAN4DHtl3PLdu9EXBd//d+3L358mj+e3DX9ApwA3/+njZiP94I/DP+HpvmH7APeK7fhwR4gD8/Z/r51wUOAQ/z/XkJ8Mlo/ef5Y5f4c3s18DPR/N8E7gl8hiH3aLTsEvAd4HeBZeBp/vdSdC//V9x9+O0J9m3s8rhnwueAT9LyjPPH5o0t04fuF/CruPvtZv66eRHw2RH9PL9t237eyf7ciG/racAXtrvPuOfxF4Bb+TZvDpwypK0/AD6Pex6sAK8H3hHNH/r8Ae4BXI67x5b8Mh8Zd1z9vBXgFv6aEr+Nq6ieIdMe33vjrunbDJn/mGb/d+r+aGnvX4GXAavAQ4BrgNMmvS58PzQci+3+Y/x9q8BZY9p4NvBR4NIp7o2h79u9+o8Rz/JjbnvMhg8CR4GHjFlu4EIZsezz/U2djFjm94F37dD2asviXpgK3ND/fgzHURC2LHuK78+p/vffAi+M5t8T+MGI9a+lITKADpMJwhcCfxv9vjnQwwvvxjk7f4r9H7o88D7gl4Zd1LQIwnH7hRNtT4l+/ybw/gn7emdgE7jzkPm/AnxxxPrfA+4d/f7feFGNe8BdC5w06bGL2rkF8H3gVydpC/dh8FPR72cBH2u7nsdsdz/uRfueaNpXgV+Kfr8E+Ksh6/934DLg+tPu84g+fQH/DMIJi/8XzdsHbAC3HLLuBcDvtUz/+Lh7FPfivgyQaNp/Egl+P+1eTCAIJ1keeAbwJwx5xjFCuAzbL+B/Am+Lft8a2BzRRuu2W5br+HttfTv7jHv5fxe454TH7S+BP4l+3x+4uGW5gecP8FLgFdHvG+KeJTef5Lg2+nyuX/d60x5f3MfXj4BHjdjGY5r9H9Onbd0fwI8DW0TPe9zH7ZMnvS6IBKE/pkeif+uATrofjXZr9y1jBCFwU9xz6n40BOGYe2Pi9y1OYL8RZ1C6Bvg0/jmHM2h9FSfOvwn8t2i9ewCX4j5oLsc91x+Mew/+B+7j4lnR8s8F3g681bf3WeB20fxvU2mTBPfM+Ibv19vwH1Sj+jvs3ziX8U/jvoz/Ycxy03Av4J2qWoxY5lPAfUTkeSLysztlwvVuj9/AWSh/uBNt7gA/h7sAr/S/b40TzIHPA9cXkVObK4pzXy0Bl2xz27Vtqeo3cIKw1WVzrIjIw4AtVX3PDjf9CuABInIdEbkO7kv3vdF23y0iz2j05d0isom71j6M+3ps4+eAL0frPUNE3u3/vg7OWts8X8Edd2ecRel54ty8XxSRh4zaEXEu4XXga7gHRzhWk7Qljb9v05j/JnGu8g+IyO0a2/0vInII9wB6CPCn0ew/BR4uzmV9Ou6h+76Wvv8UTiz+mqruyP0lItfHXY/hHDSv2aO4h+GAC1REVoGfitadllvjrF8aTftC27Z2Au/aexzwv3a46bcANxcXrtLFeVvK8xdf0xFPEeeWvajtmhWRa3AfUn+O+7AM039dRL4wYb/O8P9uIyLfFec2fp6IDHsvvQb4WRG5oYisAY8kus8noHl/QP0eOdfv85dF5L8PrOz2axMnVl6tqpf7WSOPb7T+Es6K/3ZVfeMU/R7Ksdwffto3VfVwNO3zQ5Ydi6p+T1X3h3/AO3HHZipG3Lcf9a7dd8hgONSf4z6CN6bc3MTvW9x5PYgT9acCT462dznOWnsSThz+XxG5Y7TuDXAC7XTgOcBfA48C7gTcDfgjEblptPyDcNfKKTjR+i5/bTX5LZy4vDtOkF+Nex+O628r4wThdYErVDULE0Tk/4mLo9iQeozQ7/vp4d/rRrT5g6i9B/rlD4uPa1LVj+EsM3cE/hG4UkRe5gXddvh9/wA7gnu5/ZGq5tH8uzb6fg1w40YbzWW+sc2+lIjIGbiTF8ed7ceZ/APh71ocm7gYrzcAz1PVePlpaG4rbG9ozNx2EReH90Lgt3e6bdwX1BLuS+hKIMe5kQFQ1Qeo6ovjFVT1Abj9/CXgA20fKCLyi7ib6jnRei/264I7fjB4vsLxOwP3wjmEu1mfCrxORH5i2I6o6lP8+ncD3oH7gp+krfcBzxCRAyJyFk5YrEVNPxL3NX8T4F+A94vIydF2P66qB/12XoL7Cg18FPfgvBb3pfsZ4F1xv8XFnv4d8BxVHYjJ3Q7+Afgm4HWq+jU/eZpr9lW4B/z7t9mF43Z/eF6OezYd2eF2v4+zjlyMeyE8DOcGBwau6dCPs4HrAX8EnC9RzJxf52Tcy+apwL9H0/9WVW87Yb/O8P+/N/CTwM8Dj8CF1LTxdZxF8TLctfgTTC6e3wf8qojc1guO5+CsTuEeeZtv7zTgicBzROQRcQN+v07ChZXE1/jI4xvxf3Au5d+ZsM8j2YH7YzvX9+833pOt4l9E/ifOq/G4kTvRTtt9e3fc8+uWOK/Mu6WKY/5lXHjKO7exrYnet54+Tlidpaq5ql6kqtcCqOo/quo31PERXAjT3RrrvkBV+ziRfF3gz1T1sKp+GfgKEH+kX6Sqb/fLvwwnJu/a0qcnA89W1UtVdQtnXXyoPzZD+zuMcYLwSuC6EgWMqurP+IfBlY31X6qqJ0f/Hj2izR+L2rvAt/e7uJd6mP5eVT0Xp5AfhDOj14Lsp+ClfhtrwDnAS6QeiPvJRt9PxrmGGLHMzbfZFwBE5DTcRfNKVX1zNOsI7qETCH8fjtZdBS70fXrRhNuLg5vDl1dzW2F7hxmDiLw3au+RE3ThucAbVPXbk/R3St6GM70fwPX/GzhT+UhUta+q7wXuLSIPjOeJyF1xX2YPVdX/GNJEeHE3z1c4fhu4m/L5qtrzD4p/wb0AR/Ur96LqDJwLdpK2nuaX+TrOov9mnHgLbX5CVTdUdd1fM9dQf2CF5S7DvTzf4o9D4n+/A+d+ui4u1ub/C+uIiOCO92dU9WWj9k3qCRLPGrFcgvvg6eFER2Cia1ZEXoIT0L/asPCN6lsc9H/jSbc1pK1nRW29aoLlz8W57t46SV+n5Dk4i8uNcC+W5wH/7K1sA6jqZ1X1SlXNvDX/TbgP9OZyR3Ev79eLyPW20a9grfgTVb3GPxv+CveR1sYrcB6rU3HX4juY0EKoqv8E/DHw97iPnW/jzuOlfv5XvIUrV9X/B/wZLm6+2c6mf14/I7Kyjz2+IvJwnJB8qH9xHxPHen9sY9lA7T2Pi8du9u1+uA//B6vqVBa7Yfetqn7UP/eu8W3fFPgJEdmHC7F42jTbiRj7vo14A06kvkVcguOfBKudiNxPRD7pLczX4K7h60brXhkZocIxib0oG1QGBnAfPgB4Y8WlOENAk5sA74wE+ldxBpHrj+rvMMYJwn/FWSgeNGa5afgQ8OARboEaqlqo6odwQepNF9hUePX+JeATuPiTXUGcq/EDwAWq+oLG7C9T/1K4HfBD9S5lce7zd+EukP826TZV9WOROT+4BGrbEpdVt4wTV+Pau1/U3psm6MI9gad5k/8PcA/Pt/kvyWPl9riYtqPeuvIqhr9U2ujg4icBEJE74NxCj/PXXiuqejXOOtA8X0Fwt309TyROWvo1si1VvUpVH6mqN/DnNwH+bUTbSt2FNmy7p+Cs5X+hqlv+Ovwb6sf3D4FglRyJqj45um5e2LaMF5ivwT3UHuK/kgPNa3af72vs1n8ezq1973FfxI2+7Y/+/adv87a+P4HbMoELWlVfGLX15Ak2f0/gnOj++DXgd0RkJ8J1bg+81VsRMlU9Hyfqh2YHNxh1rSS4D+3Th8wfxcU4QRPfE6Puj9vjYuuu8qLqz4E7i8h1R6xTNaz6ClU9W1WvjxOGHeBLwxZn+D6DS/65WdSvocfXW/HPA/6rqn5nkr6O4ljvj8ayN5N6FYXbDVl20r7dAngdTtB9d9zyjXWnuW/D+TkbZzn8mL9v3gH8mL+PzpxgsyPft7UNOgPC81T1VsDP4FzEv+HfyX+Pi1O9vhfK72H09TOOG4U/vFY6A2cZbfJd4H4NY9WKql42rL+jNjpSlHk1/jzglSLyUO+OSsTFru2bZu8iXoa7Wd4gIjcXxwHcTQWAiDxIXCmM6/j5d8aZjD+5zW2WiCtt8184hov+GLd/Ek61f0JVn9GyyOuBx4sr73Ay7mV7vl+3iws23QAere1uzhWcqANY9r+H8SZc3Mzd/IPjf+Gy9g77tjp+/RRIRWRFRpQXGLP8PXGC/vb+3/dwgvYVLU21tT1qvz4NPEFEVr319EkMd2Xc0n/NrYpIV0QehYsT/IiffxucRey3VPXCCbr2euAP/bV6S5y76Xw/76M4S/Mz/bH5WZxbbMCFKa6k0MNFZL+IpCJyH5z77EOTtOXvpVP9uvfzxyCULbmxuFjcJX9O/gfu6/UTfv4jvUUsxLG9IGxXVa/Axdz+d7/dk3Fu9C/45e+FC5Z+yDTiawx/iXPfndtiYXgnLubsIf4aeA4uzu9rvj/PxFli7tX2UA/HAPew7vrjMew5+GHc1/bTxJX7CJaYf/ZtJb6trvspK+LixFoZs/wf4WLBbu//XYCLM3rssPam2K9PAw8Tkev7PvxX34fW2GP/rN/vl703LtbpAj/vF0XkDv46Own3PL8aZ5mYap9VdR0XOP8H/t1yBu66bcYzBj6NewEf9M/CpwDf89foyOeP//s2/n1yY5xA+zP/URfeOfH75mn42HkRuau4GNsl/9z4nzgx9qlxx9c/V//eb2unYqe3fX/EeM/H54A/9sfnl3EfPH+/nU756+EfcC7MjzfmhfI0Zw5Zd+h9KyK3Flf+KRWR/TjX+2W4a+5LOPF0e//vCTjL2+3xVrYx98bQ921LH39eRH5SXOjatTiPTYHzbC7jkoUy//wd6QWagDuJyK/46/d3cIa5Nv3zKuAF/rmNiJwmvozaiP4ORyfL+Hkkztqw7nf6U7gbN5RfOB/3pRdnGF0RrX8EuFv0+4a4L5zv+3nfwH1V/ISf/3O4F9IVONPtfwB/EK1/PvXM4bJ9nBvsSGPZ0LejuJfqC/FZzkyeZZw39u8IUVZnY93zGV525tG4r5ujjbZuHC3zdNxFfS3OGhNKkdzdr7veWDc+ttr8N+bc/ro/JkdxN/Mp0bzntrT33BFtTbw8U2YZj9ovnPvgQlw4wlU4QXd2NP+9+Cwu3IP0U/66ugb3MP/laNm/wd008fH9cjT/WcB7o9/LwGv9ufoh8PRGv2+Ns7QfxcWJ/HJbW7jYpY/4Pl2LK+3yxCnaCqUv1nEP+fs01vuCX+9K3L11TjT/BTiL81H///PwWe9+/u39ebkad0++jSq77p+BjMF74wjwyEmeL419vIk/v5vD2sIlpn0N92H0YaKsc7/uVmPdOIPvwy3X0j1G9OcOwEV+W5/Fl8Ly8+7R0taHR7Q18fJMmWU8ar9wbsxX4J631/r9iEsjNa/pj+Fiqa7FxXI9PJr3MH/sj+DeBf8I3Daa/0jq98vIfca56N6Cux+/ixMw4uc1n+Wn4j5iL8fdJx8nqg7AiOcPrlxOuAd+gCsNk0brvhl3bxzx+/e0aN7d/XE4jHu+fAT4uWj+0OOLs8i0Pe+PxMe8cS4fw/AqDcd6f7yKqIwWzrr2Yb/sxYyoRMD4LONwrmv7GZ3LbwPdIW0PvW+BX/B9O+rP/buInu8t91iz7MyHW66Le0TzW9+3LW0/IurHD3GxtqH00G/6adfgXLVvoSp3V+sTLdUycNfyo6LrOM4y/nfgjtGy36aeZfx036/DOC31wnH9HfYv3HjGDiKuKOqH1bkODMMwDGMixBVPvoeqPmaXu7JjiMgfAj9S1b/a7b7sdcQNKnCWqj7qeG97qPvPMAzDMAzjWFHV5+92H4zxmCCcDe+iXrbjhENcAsqzgYOqOpCNZxiGYWyLz+Fcj4ZxXDGXsVEibmzNBwCXq+ptoun3xZVhSHEFWV8czXu7CULDMAzDmG8mKv1iLAzn48bxLfEZSq/AlQO4FfAIGTGYvWEYhmEY84e5jI0SVf1oS1mAOwOXqOo3AUTkLbi6lF+ZpE0ReRIuI519+/bd6Za3vOXAMv9x0TePodeGYRjzz4/f6WZD51100UVXqOppx7E7xgJigtAYx+lEVdNxZUnuIm6sxxcAdxCRZ+qQEVNU9TxcGRPOOecc/cxnBocM/sXkYTveacMwjHnig5/5u6HzROSYC1obxjhMEBrbQl3x0ElGYDAMwzAMY49jMYTGOC4jGkYHN4TOZdM0ICLnish5hw41x1E3DMMwDGMvYILQGMengbNF5KZ+yKmH44exmhRVvVBVn3Tw4MGZdNAwDMMwjGPDBKFRIiJvxg2NdgsRuVREHq+qGfBU3Ji5XwXepqq7Mg60YRiGYRizwWIIjRJVfcSQ6e8Btj0wu4icC5x71llnbbcJwzAMwzBmiFkIjZljLmPDMAzD2NuYIDQMwzAMw1hwTBAaM8eyjA3DMAxjb2OC0Jg55jI2DMMwjL2NCULDMAzDMIwFxwShYRiGYRjGgmOC0Jg5FkNoGIZhGHsbE4TGzLEYQsMwDMPY25ggNAzDMAzDWHBMEBqGYRiGYSw4JgiNmWMxhIZhGIaxtzFBaMwciyE0DMMwjL2NCULDMAzDMIwFxwShYRiGYRjGgmOC0DAMwzAMY8ExQWjMHEsqMQzDMIy9jQlCY+ZYUolhGIZh7G1MEBqGYRiGYSw4JggNwzAMwzAWHBOEhmEYhmEYC44JQsMwDMMwjAXHBKFhGIZhGMaCY4LQmDlWdsYwDMMw9jYmCI2ZY2VnDMMwDGNvY4LQMAzDMAxjwTFBaBiGYRiGseCYIDQMwzAMw1hwTBAahmEYhmEsOCYIDcMwDMMwFhwThIZhGIZhGAuOCULDMAzDMIwFxwShYRiGYRjGgmOC0Jg5NlKJYRiGYextTBAaM8dGKjEMwzCMvY0JQsMwDMMwjAXHBKFhGIZhGMaCY4LQMAzDMAxjwTFBaBiGYRiGseCYIDQMwzAMw1hwTBAahmEYhmEsOCYIDcMwDMMwFhwThIZhGIZhGAuOCULDMAzDMIwFxwShYRiGYRjGgmOC0DAMwzAMY8ExQWgYhmEYhrHgdHa7A8Z8IiL7gFcCPeDDqvqmXe6SYRiGYRjbxCyERomIvFZELheRLzWm31dELhaRS0TkGX7yrwBvV9UnAg887p01DMMwDGPHMEFoxJwP3DeeICIp8ArgfsCtgEeIyK2AM4Dv+sXy49hHwzAMwzB2GBOERomqfhS4qjH5zsAlqvpNVe0BbwEeBFyKE4Uw4joSkSeJyGdE5DM/+tGPdr7TktT/GYZhGIYxNfYGNcZxOpUlEJwQPB14B/AQEflL4MJhK6vqeap6jqqec9ppp+1877So/zMMwzAMY2osqcTYFqp6FHjsJMuKyLnAuWedddZsO2UYhmEYxrYwC6ExjsuAG0W/z/DTJkZVL1TVJx08eHBHO2YYhmEYxs5ggtAYx6eBs0XkpiKyBDwcuGCX+2QYhmEYxg5igtAoEZE3A/8K3EJELhWRx6tqBjwVeD/wVeBtqvrlKds9V0TOO3To0M532jAMwzCMY8ZiCI0SVX3EkOnvAd5zDO1eCFx4zjnnPHG7bRiGYRiGMTvMQmgYhmEYhrHgmCA0DMMwDMNYcEwQGjPHYggNwzAMY29jgtCYOVZ2xjAMwzD2NpZUYsw/w4ass5FLDMMwDGMizEJozJyZuoxt/GLDMAzDOGbsbWrMnJm6jJtjGdu4xoZhGIYxNeYyNk4cmtbCaUVhvL4JSsMwDGOBMEFozD/DhNw4gXisAtIwDMMwThBMEBrzRSTiJBEAtND6/CHCTtK0vqxhGIZhGIDFEBrHgR1JKpGkFIOSiBODflr4HQRiSUMYlmJwWMyhJagYhmEYC4pZCOcMEXn6BIsdVdW/mnlnJmSnxzIOwk4SL/iCkJvE5TvCbewEZTpym+ZW3kUsxtMwDGNmmElk/vgfwH7gwIh/v7drvZsVLRY9zXMn1KKsYkkESVMkTdstfsHSGFkcp+qDsXM0z8W4c2MZ5IZhGDPDLITzxxtU9X+NWkBE9h2vzuwqXjRUFkMZtTR+4RGzxsQnNrc9T8JkL1jXmn2I3PTNc6eFTmf5NQzDMI4JE4Rzhqr+wU4sc0KgdZfxgHibVkhEy8ficNyye549FBtZCb+0OaP6WwskkdFivI2dPCd7QUAbhmEcR/bOm8KYChHJReTFIiLRtM/uZp+GMdORSmB0ksgkrshJ2oTpXZzHg3F92q3SOi39qFkBG33TPEezvvsXWXzj5KG2xKKxVuG9dK4MwzD2MPZknF++jDt/HxCRU/y0CXymx5+ZjlQycsNRXGH8L44xHCcQhoiQATHSlqwyKxEyTZu7OHpL27HSPEfzvDo3/lxImiKdrvuXpr7rOhAjGtptbqcxYarz2jovYNZBwzAWBHMZzy+Zqv6BiPwa8DER+Q3AiuzFjIkxrLklx4iriSxRx4tRxbfbljmeNPvT+C2dKGZQEvDHVVIgyuTWIimzyJvu+6YrOQjOsW7+qoHJ+28YhrEgmCCcXwRAVd8qIl8G/ha48e52aY8xUIdw+y/7YypoPUtxtpfqJzbdwjiLYDk7Tav5oc/R/HpTUQkgUS8So3MQ7bcWWrdCBqti1K/aelPuk1kJDcNYBEwQzi9PCH+o6pdE5G7Ag3axP3ufaV7s2xECu5EVO87teTxjBhmT8e0tf25+UVte87xcJ7iMi35WNZ+mzopYthVZd0uLYrx+Gs3T8cdhp136ftuGYRjzggnCOUNEfiX6+yaN2UeOc3f2HuNe7JO+pCdZbpQYa4spnFUWLAxkXO/IdocJm2E1AqN5Tatd6EewGGoOSbdTij/pdsDnR0mSoEVBEm+/sR+xSxnSsp3mPoflSutww6I6LBRgWxbhYe5yE4aGYcwBJgjnj3Mbf18Y/VbgHce3O3uAES/4ATfj8WJWbtxRYiz8vVOicNg6w8TnwGI6kFkcrHwhhlC6/hGUppB666EkCKBhO3kBeY72egAUvV6ZhOLWbelHPvCHazsdUe4m9DtKeomXGVubchomzf7erSxxwzAWDhOEc4aqPjb8LSL/Hv/eq4jIucC5Z5111gwaH4xbG2BWL9FYfI1L9DjWPhyrwNyOtW877Q+0kUaLSLVcIqVFEIAisv6JVpngAGmK9qVMoU/C9Gh9SeolbOJ+aJ6PT3apXUMpqLQuF2okuj/HCMPtDKU4oo9j55tYNAzjGDBBON/MRVbxTo9lPLacyKQvxkmSDbYjxJpWup14UTescjsqSiZdftpj0TgGzm3rxJqQQgIa4gTj7aap+9dxj6cgDsOeioi34vkphaJ5o9/R8ZKW4am1mcyiVfxhLQax0Tctkmpdf55jMdkarzhNJvixCP9R65pYNAxjDCYIjbknFkVVXNkQJqk91zp7xMgZE6w/VZ/GZA7HAqS13MoUCRSDLvYh8Y/jmNDyWDtXGgmpMC41IIW67OMgvJaWnFs49DUH8gLN+tW2GhbakaEDrf1uqMawfrReEHuVGB/cx6nK30zw8TIg/PdKRrlhGCccJgjnDBG5kMoyeDMRuSCer6oPPP692kUaQqAZt1YrXzKw6mjr2si6hS3bHtm3UTQF4Dg3+MCoH/U+tYq6ln7WXLhhWkrlLm2uM2nG7giG7ZcrFF5lDRe9vHIZiyCyVIm0Zr9a0BYhN6JTI/tcZkJn/aqgOe5YtV0TAxbDUYxy+zbO1Y7ELm4HK71jGAuBCcL546XR3/9n13qxl2i8VEeWPmky4gV8TIyzmLW8YCfaZot4qQuQkH1bjfYxdBtjrKVt1qmhGbtDBMPAuYjbbrrVy8xg9a7eupCXkMHc7biYwb63EKrWLHlAlM2cTyVm3AdFAWEfE3Hu7dCHtn5Hf0/swp/QijnestnCJFbEcdfjmJhLE4iGceJhgnDOUNWP7HYf9hQTWInGWdtGrdt8gddE0jSxYaPcwNPsQxBNIQSuISxKl2U0bN9IWoTAsKHhSqEWlXupmqkLw6aY1DxvL0zd2LYjr/2WbrdelsbXIAyJJFoUSDfuS1Ebw1Fbal+3Dnfn+685VdxhkZRZzEm3/rjUonBd1X65jwNiceB41svjxMdpQMi3uMFbBeJOWPDGxLyOdF2bODSMEwIThHOGiJynqk861mXmmmbZkzEvpKoY8uhEjHHJAfVYxZaX87SFrwf62dKvqJ5e23QnXGIx1L5vreK46QJuWgCH9KXVSll2Ia1vp3Rn+2SNePthXOOw7VCTMPx/qVv9v9OprReXoSFNnVgM66lC4tsth7WbzHLXPO/SSUrhyYDFUlBAtFEDsWxzuIt7QHSnLrO5Ok/181AW3R4WvzhNQskkyw4518fsup5FBr5hGDuCCcL548EisjlivgA/f7w6s+cZlwXacI821x3GRC/FIS7RcW23tTHYv7Q2vz5qx/C+DbUw1Rcql22LhysthKNiHcUlgUinKjaNCARxVRQuEDa0Gdch9FnGpcs4aTlWzWlpWtU0LLRKv/eCs2aZTKQ2bnLRzyKBnYJ0q+XTpLRMxqVxQh8k7ktR1N3XQeDFImuUVblpfZXh59EJxhHhADSseWMSlcYx0tp+PBJddjKOcdL+mlA1FgwThPPH/5hgmY/NvBd7gfCSG/KAnyYOcNjLdaokkmlejFOUxmnGrQ0bFs79b4qkj4HklKQuKHWEtTD0Y0Q8HdJBulXxaImWVS2QJEFiy18QViJ1S2KWQ6rEZWYQQVZXy+VlqVtZ8Iq6+C56PZLlFbdot+OWK4LrPae2h3GdxKqzfpcagi9N3P4FIQsu+znENmbFwFjO1eFpE3t5TbhKN67TqLV4yHHxhrVRYmixKA6jKbyGCcltxt5OZV0cF8fY7MdO0mZVNYFonOCYIJwzVPV1u92HvcyoF9LI0h3HaEE5XrRlBm83waC1rXHbjtqs4t6iaU0BFOL+0tQJviDqsqJuMWyKwLxAcy+s0hQ0qc2jKCoXcRB5wZKXRAkpnQ7J6mr1e6lbE6bkuW+/IfrifoTfIpDnFN5VnayuOjEaF8qWIhKbxVDRPNz66h/JoXB32HYiLnYyj9qJrMdN1/9EDPvAaenvMSdZTcMEAnPgXp5GrI07TtPUJDWRaJxAmCA0Zs5MRyppvBh3qq2hloxJXiLDrIfbqe/nlxuajNGs7TemDl4sUNrEysgEjLa4xzIGcIzlJ0mc8Mp8Ieq8cDGAQTCuLFfCqlCK/hbF+rpbdXXVWRKDaOtnzrK3suyWDxa/5rB0fl4cuyiduniUPIcsR32/yqLX/nfR65EsLbm2Oh0nMEPB7CSpi1gRZzUMyycJ9CMRXGh5fCUpGsKncW0UCs3DLVGR7VHlgoZ9MEwgAMtrolmfMRJeo66x5rXYXLc9UWYwTrGVqF8DIrhtv8I2h02fRkAP+2A8VsvhHHyEGouDCUJj5uz4SCXDttMcOzeaHv2ozwwP5HEP5mktEI0M0gHGbG/oS7HtxRSJwkFX4eC2ay/qeBzg3P+nWRplhEWyaj+vDzcHlcUOnChSraaJoP2sjPsTiWL1cBnEwc0LDI4sgrfmAeS5c9dGlr368HWKSGTFa2QLk+VVfKDWLU/J0lJliQxWzphC0XL0FUpR6H53yv4BqEQ1CgfETEPMqs9gjl3YUU3N2ugrUcxitfqI0IHGNd9aimjC63MgG7+57oBwHRxLuimGR4rKURbBacI4Rlghmxnz22Kc5dKEoLEHMUE4p4jIT6rqF3e7H3uCSMAMc8XVlhvBxEWFp3DTltaMIS+JSSybY0djiS06DctT3Z3YreanUQYtuIxZumNfVq0iALwgqcYfltgV2+sjXS0FlSx1Sfbvi1y7kdjKnTs5iEUdSOYQJOlUfc9z59bNpZxfiqQsc5bItTW33eUlSGLR6uL8tNev2u506sIvLpCdpmjY77yoLJ6AdrRWHqd0+wZBGayP4K1/DXEUnaewXK38TdMaWfYvuJbT8ni449YUVoNirD5/kLZzPezDq23d1mu1sd2ahbAZvzikqPxAW2PuqbF9brM+TuqOjq2EbXGP2/UMGMZxxgTh/PJKEVkGzgfepKqHdrk/s2XSUhnHEOczmLzRyOQc9yCfNLh+2hdC0yKng27f2JU4UPdOKrEgpaXJuzwjYSFJ4kRhw4qlkcCoWyDrSRJaaNmP0jUb1t3aguVlZP8+t0C3gwSXb9hWiL0L29QoA5lIGJZJHdEh6vcrcdaJ2o7FGTjhmUZuXG+5LOMCl5YaYnD0uSo2NpBOt+xnOTZzjLRcC4VWgjGQgParuo3uHFcueVGpucVrYj4WzZKA9gdFSsuHSpO2kX7CuW0u10pjGzVRmkbX4JB+xONd19oacg+PGkawybAi6WNpWW7iuoxjEt52bfQZw2jBBOGcoqp3E5GzgccBF4nIvwF/o6of3OWuHTcGvuSZUIgNWCFof3BH7qyxL5wpMi2bhJfwRC8Hn/kbuwzHWn/iWU0RovVt1kSGFE58Rm5hJz5DOZhIOHiBE7KGZckNNaexCzZ2uXa7deHVzyDUFSzUWRTL0i8u5q8sRJ0XLrYvuGa7XUSrUjMSJ5WkqROHIa4vZD039j9ZXantf5z9rLEVULQSqCnI8nJ1zHzSSby8LC9XxynTmkUR0gFRV9tn6i55SJEyVlNryS41a6yOvo4G3LaR6A/XzVDLevjoiu+bIXG85djPje0NWC4HYilbrIIjsqtDO6PuH0kk+rBJakXS28TupJ6Cka7zaqGx6xvGXsAE4Ryjql8XkT8EPgO8HLiDiAjwLFV9x+72bnY0LRgtC7j/DwuAH+YKGvPgnnbs46G0WDJHFrmewjI5sE+lNaTFGpTnNaE12GyLRSmOE6xZt5KamzcIr3KJsjRMJJ5i61uRtPax1n6wgiVSj1f0tQJrv4OgiwVo3E4jJnEg9jH0LS8iF6wXNyHukRQiK6dI4tzP3krYaoGrFeJu2c9gRSsnRFnbsUjJc2cxBLev8fEJru1G+aBye+GjIC9q7QEkS4OdigVSeS814gTb4hDLRJfGx1JROz6NYuWxhbCNxgfcsPqIrdNHWOvarKDTUB6fEV1vLlv2yTKVjT2CCcI5RURuCzwWuD/wQeBcVf2siNwQ+FfgxBKEYyx5rZRWi+FB622Wjda22zI1R227jTbLZFsbA7F5kYCU+hB6SFKPmaMZu5XWyr9onpdCIAwnV3sN5kU9Ize2tgFxeZi43dL616nKvQCVeMp9OZfQz8JZgjRk+zbd17WafYXrS7fK7pWlpcqKF+IPY0EZ+hGEYMNFTObf3GHUEy+mJBS4Dm1rvxR4Ra9Hun9fvZ/Ly9VvdcIpid263U65zxqLVqglpMTJNkCVqdyMn4zK9gRxljT3HVw2dBBNWd8ft+i8pSmk/jrIsiqTuhSkrl9FP3PXW5lYw+RIQpu1r57UVE9EUvJKDzbvkcaHVPyR1vZBVb9uK0FcWiXj0Iim8B4Zh5sMFaLjngdNd3Wrdd8wdgkThPPLnwOvxlkDN8JEVf2etxouBiPie4DW4PDY2nFMLpshVr5ZuoHKl1Wcfdrog7P2+Bd4p+4iliQpXZqaBbdsOD7qxEN4WXU6LvEkiKOm6IiFSCd14iskgnSChc1bCnt92NiEULRZXYKJdFpehkkkXgFJk5o7mk6jL6UYjWr4lbFdfv+3tqKDKFW8YpahRVGWuElPPrlyL/tlZZ8rgJ2urjiBFxfI7nQq8ekzmMXXy6ZQJziDmzhNqz4G61xsqYwFdlnaJraeabV8bNkN7uJI9JaiD6qs57D8UrdWxod+2nBlU66bpGkV7xhvNxLBA7UbYwodiMOUZKlqq9ut2mpYbTXPq/jMUjgNMcENCMB6aECwboft1vdVEAbv21FJOdr4AKst17D6DYxxbUklxh7FBOH8cn9gQ9U5KcRV211R1XVVfcPudm0+GBBuY9y042r8Vc1MloU5omPTuYwHO0A940LrL8FS8HW9xTG43+rlcgBXDmbYi7QpAkRKIajdkFnr96Pv4+s23KiLAk5ARsIi3qYSCUK67f1oWv1q8XdeOGS5EyTBItjv1wWfF2blSCbBrR2WT9NqtBVwQ+4FcZkXTtDGVtHYzV4UsNWrhE58vILojZJIErzF0c+X2IoVinrnflvx9VG42MSB0jxJJASHudTBZT+HvoVC3UFEFh3XdmRBrZXtyQtqV0VUTFv9kIBlse22D4pYLGpDOEZxfnhhKuXuh4+venb9UIvdQCJL3aqqQFm2p1myp/VZEMU0xmK07EMUAxrX6GzpoyWWGHsFE4Tzyz8B9wKO+N9rwAeAn9m1Hu0Gk7hwp4jRGXzRDKctgL7Wh6a7edIyFvGyzW21vfSgcuOqQKdbvaC8BaeW+FBajAath8RlU6KCzuW6vs2SWIR0I+EZRGbYLECWV8Wmux0kyypBEFu4/P5UbkovUOJ90ChBQ72lLrxYuwKF78fWZn0kko1NlwCz1C3bkqQhNvPI4tXt1AXk5lblcveFtUvB2ElLIQwgWeGWDVbRoqgsg/7YV+ep8EIsskJpgYh/RDdGehGtrIXa7/tQgErEap4jsfu5k9b3MR4ZZuCDIRaPoIk4lz84i3FzCL6otA5JFJvoC4iXLTeSkcKIMRrdDxIskrTE40VCS8hr1v82y9yAO7rMANeBYy1JUh1PcifUNRLBjTjd8GHo3MnJYD/KdusfZ835muetNTYNYzcwQTi/rKhqEIOo6hERWdvNDu0GbUVsh2VIlqKt7eGt9TihYe7kYUHq5Yuh2a5fbqCETWP9UdRGF0lT4qxQCUH7ZVmVTt1ikxegORpckM3i0TGqVbmYsK3IvTpAnqNbvaqfnRRwFq4QG5jEVrxE3HBveDFQxGKpnoErS0tVP8PQdEE8Jin0+2XtQO31XLul5arKYNaNTVe4+sB+1+7yMsXGBsmyE3ly0n5nDfT90KPrThCdcrL7fWANDe7Trb6Pg2wIwsS1rUsddKmD9EMhanXHpExo2YqGvVtxQnLJiyNWajUMNcvQzS1YqY4Hqyv1ZBfflhRFXRylKdrrVR83a6uwb61u2ctyZ70Ed9wjV3R5PsAJwOXlSoyr1o49ReHc5FFYgRLVdIxHhYljM/262u+7DPNAp1Od97iUUJ67YxB/rPSzWkmk2ljQnU7tGlKNkoN6PTcyzlJk+VVFc7+Pm8WghbD2LEjrWf7N+3rUsuF4jMkEN4zdwATh/HJURO6oqp8FEJE7ARtj1pl7BkfOiEbWCF/iQ8aL3Q5NETe0hllUoqYeMD6ZS2h0Me3IdRasJIVPdOj7hIB4zGAqd2sQj+X4vU1rWGRpKueXbjq/ThCEwf0ax48FQZcXrsZgcC0Gi19oO8uceAou0eBmzar5cbmWeDutWc1++wDFxqZ7wYfjlheVFXR1xYnCIIZWlkn2rzlxBRRrS6BKcsS5gQVgeZnilANu/uoSEvp4dNOJsCAQ19ZqJW3KuMlgxSvdzr4vS92qvE236wRJHAcYZwpnmSu9E1nVdNkJTrePWo1s1+u7toLICNavcDySBJa6bl/9cZTNHuLd98WRo2USi3Q6aJZVltz9+9yxCuKpn0GWURwNwwquuHNaDjsYiXyo3yedjmsnTNvacqLOu+AlHnPaU8a7BktjPLJNmpaiOAhg6S77Y73k3f/+4ybP62K0mYmuioSyR0mCNi3xURxlLZkKauJOYyswDFqCux0XEhGsjyKI2mvY2BvYlTi//A7wdyLyPdx77AbAr+1qj3aBWrB3a7ZuGgm0om75ayv5MMxq11IqZljyykxri5VZuUGUSc29WrpHI8uJForULB6RuMy1jA9zQ7xJPYlEtXS1lZaVMD8WrolbVnLv7sv8Cy+LxCRUQjC8VINlLo61K13EQ2IWw+RghVxZriyO4NoUL372rTlRuOaEQrG2hHZSsjW3D9m+FE2gc9QZ17uH91N0E7IDTgBpAt1Dro9pv09x6FqSkw+6trtrsLKMrkSWpqxw/6DuIgaX+bvPG/GTxFkO40QYKC1iZbZzEIydDrrcJV8NWduKBPG95axhsesxrqNIklAsd8n2e+HaTUiPpnQ2etW2Qr+6HWRj01k/wYnjA2voit9uPydRJfEWQlldgbXV6pra3Kqui5BMEcT4UrcU4u74NFylaVIJT9xpDtZZgXo8Z5oiy0ullU83o/qXAMuNAuN+38C5h+OsdbrdmqijnyHdPBoSMHzoRe77ISWSxI+aE46fdLrIStVPOs4KLFH5IZ0ipMUwZokJwjlFVT8tIrcEbuEnXayq/VHr7CQicjPg2cBBVX3o7DdYLzdR0VI3LS8XHGhDkkFh1765uvBq1l8bNdrCtLSuO0SolsHw4WVXFM7aFAkLzXOC1y62lpbLD2wrSgIQqeaHuCr/8io2Nkm73eqpEQvREN/mhZ9009pvej03dnEQBB1vwQrxeJtVFrCEGLdyQpTVC4SEkbLmYSKuvfBS7/Wrws77ViiWu+T73Au5d7BD70BKf79rv78PihQ6m275zvoSCBTh3d9T1nyzS6srJAcOwEnOeqirS5XFDieWZKtfs3qSVSOukCSVIPKCREPiR3ys/Pxkba0U0Lq8RLGUkq/EglB9H1fcupub/vD4aycSPMVql/5J7hjkywnpaoroSW79pW4Z+6idhGRjxVkGgeLAGv1TVsmXXT/TfkEnSUiDEEsFXe6C/xBIVOHIUbdur0e6fz+y4vd5daW0yIZlZatXCbWVleq6AEjzSuDlubvGvaufYBUPonh1xa23VAnG4N52J7pfWcmXUre+Pxe65DKuy++Mft+FQ3jRW/QzJE1deR+gVnqp4U7WRGpF0sss/WZh9GANT5JKHBrGLmOCcL75KeBM3Hm8o88WfP24lUTktcADgMtV9TbR9PsCf4ZTWa9W1RcPa0NVvwk8XkTefmy7MCXjyjfEMYJtoXJDxODQQraNUjU7wpTFaLXQWoHnOBYskaTu/lInFMaNVlEjBPFn/UpkxdvzL8LYNd3WF4oiEkOhrEqIt+s7C2MQRCKu2k2rGK7HE2oipTXMten/H+IiQ7ZycC+ub1SZ0yfvo3fKMlvXcctunpKweSpsXce7m/fn0FHY9IJnI0EyQfw2ukcEKdyF1D18gM6yE1cAxUqKpkK64RZO13twzbVRDcYu9DerzOqDJzlrGlAsd6GTRCI2c6V5yqQTLx69ANKVDsWS2x5A0RGXAQzIvmWSfuaEDE64I0Lit6X7lskOdNk62e1Hf01I+kK+5OZ3D0ZJM0DaK0pLb7aa0j/QIfeLJP2Ubjehs7+y5GkqJD1/nxQFsuHL9OS5i18M+7zapYitqUBSHEBCDGEIUQgiLi4QnibuWCwHS+8y2k2dkAZ37RVAKuW60s+RI5WFOrifZWUZVpZLF3qx3HF5Jr5PkmVIHsXpBmttywg9VT9DmacOSEIS7pNuxxUvX2mESoQ2ehjGnsEE4ZwiIm8Abg58jqiUKzBWEOLGP/6LeFkRSYFXAL8IXAp8WkQuwD0nX9RY/3GqevkxdH/naD6ci3i4udF1AUfG9jUzhcesP7Vg3G4tsiQZLEcSDwk3RAhWFs8WV2zcpzZXWJwUEGcmq9YzRTXKzCyKwbZiS4gkQLRMPL6wSH0sY7yIiFzb9czW+rHULHMZzIAmCcVyQn+f207vgBODxanuTbx6YItOWrC55bbR3+iivQTZCpa7at3+SR3QZbTr5uVLfpnM9bOj6sSoT2ApS8uEGLlESouiLqdompRWPul7S2zYx1CzMNR1TFMQysooCBS+H9pN69nhZekYb/Vb6pAvJ2TLbn6+AvmSIEXIBJeqHwrFUlIKwnwlIVsRilDfO8Wtl9bPbZlEtNwlDfGIqyvQ7aJhH7pO0IZ9kKUOulK4OpOB2MUelyJKXXkfXQoW05QiGlUl9De+5hKoPgy0KONdZd8a2u2UVtFiKXUfUaFUUrcLnXgknGIwbjB8RCUFImn9GuykCKHQd+JEYLD0dhJ32YflExk5MIthHE9MEM4v5wC30qlMQQ5V/aiInNmYfGfgEm/5Q0TeAjxIVV+EsyZuCxF5EvAkgBvf+MbbbKR9aKwyYDuuo5fgh79ibOmYel3BkJzSKBHhaRvv1P/h/zeivpi2ZBiPY1SJmjSpXE+dtIxLAqqM2Vo5mUg8idRj/6AULkm3w8AwdklSWQ2b5V9qVrsCJasSKaLEDqBym8Xxi1QZuMnqapQI4+vqhSHOVt20MumknzkrTzeKy2rGowU3eDdh66SUjdPcdtdPL1i70WFuddoPAbjJvqvoSM4VPSfifrhxgKs217jqiIupW19eQzK3/0nWYXlfQvAHFh0hyZRQalFTn6QTFYBmZdkl2wCsrpDvd5aibF8HTYR00w8Zt9GHza0ya1sOHkBXl1FvjQwiNAg37SalSMvWukh/mWTL9Vm2eu7Y+7jA7KQVeiel9A74w3cAEMjW3DHpbApJMMoVIFm0ncSJwbJ8UAHZckriRbAU7l9nMzrXudvfZLmLdhLnUga04wRhEWpVpglJNyHpV/GmstlDfPSA9vrVx0vXxR8Wq+H4LZEvJ2jHf6w0b69c6awLXS/0Q21LwFkH9y2TeStn3vXCXLtVP7K8sj76RJBawfRwrea+b3EGfBy+kKSwUoUWaIgfLENQZhhvbBhTYoJwfvkSLpHk+zvU3unAd6PflwJ3GbawiJwKvAA3fvIzvXAcQFXPA84DOOecc3a21kJj1ARJkkoUgnvoTuiaLcXhmBjBZgZwXLewVnZmwm1OTXAPh1iqbqfKboWy4HMZfJ9HtdSgVssOcDGFwZLUjN0LlqZRI5UQlfJIoxIrQRiGfVxe8iOONF6EUdHnYNVz7r+qX2Xf/b4U6+tevEbiUivXtqyulDFbRTehvyZsnur2efWMw9ztjG/w8we/BsCZ3Svoacr3susA8M210/jOxql8a+lUAL5VJPQ2nLBKewlFJyGJkqGTHqTemljsXyG9/mloiK9b6SDdtHST5wdW6fk4vmxfOOaunc614sR0EBqdjnMTLwcLoSBZQeqvtxwofFxfvpIg+RLdvi/pA5Am5Addv13cpJB5XZqtgaZKvuI2nvWpBGHu/pY8ElrR5SKKE6JazZecUpyiKZK7fnR8bJ6mwRLp2wqGzOWkZo1Mt3LSrIpx1a2tKoaw26FYWSpjQbN9qVs/vMGaXtzMTUt67th3Dh4g8W5b3bdCvq9LtppWx7ZQct9Y0i9I+stlIpaEONBSBFbxhfiYQWIXcWRF11RcyafYolo0OmsxhMYewQTh/HJd4Csi8m9AGZGvqg88HhtX1SuBJx+PbcWMFFFeIJZZs/5NNumQcq2jHBynDMCm+7n83TbSQhTXp52kVniZNKn+hd9hnUCzrmA8nnASlcQofXvR/+MaajVh6cblLbeiBbWRJ8LQcgP7EbmMw+Moy9yLNS6bElEdm0b/QrORiNXUWdLyVbfOKfvXOWvtcs5echbCG6QZRxX63jJ8uFjhUHeN/V1nqVvuZvSW3fHIlxPy5UrEOTEkFN5KlS+nJPtWyjg/XeqgqboEG6BY7VQiLngUt4Jw8NbXMlEm8W7iyAXaL0rXrHYTyqu8IxRLqYtLBJKsgFQofEZyvpyQL0GobqKpoh0oksoKWFoAc+cWTkIFlsxZAIMoVMGJrxA1gLtE8zwcAyFfCdbMDpIXpQVVcnUHLVw2qVAkXrwBSSYurrJZCxH8h0lSusmLjrNcFmXMYOROBxJRiiUnOAF0tapJWCx3KZaSKh4zhUSry1XTBLpp7WOlVqwcqudCI9mMxI/WExdoT6MPrbaxqa0mobFHMEE4vzx3h9u7DLhR9PsMP+2YEZFzgXPPOuusnWhu27QJw2YW8UCdwSGFq8v2YpdxGk336zSXC22Oc0cPilMv2kIsVTlmcMe9RIvqBSWdTlXvrxRV1Us2ds3WxrwNhEQQvEgsCysH005Udy3sV3C3l0OgeV9iIBapftvxfjmxWE2rj0srbv/8+um+tZbRI6Jj2OmAF0fFUkK+AnLQKZzbXOf7/Mza17m1P35dWeEH+RG63tKZoHQlp+P73u3k4AVhtqpOwIVDmrls5GzVxyee3K3FBTqRIqXwyFcTevsT35azSqU9L3BWUtID+6vYx2Vn+Q3rSr8gWe9VyTqySr7ijpGLDUwQdSoz9cknvYM+s3q/kC874VMdU9COF4QdpehKuU/ai+6P3E1LwiUjTliGtjQY1f0uZ5mQ7Ks2lPaqpJtkK4OeoEl1PPKlBOlU7udkMyXx15uEsaPB1VFcrgR10XVCvNynIAiDUE0FUUgy31axVrqm89UO+UpSCnm/RnktFt0EWemURdUlDGUYZcKXJFK79jRJqnsSSgFflgjK1Z3DECsZ34+GscuYIJxTVPUjInIT4GxV/Sc/SklbXu2kfBo4W0RuihOCDwd+fQe6iqpeCFx4zjnnPHEn2ptq221Dys1uY7PZTi2zWtzvMCkVF5fUtOIF92lsaQOUqAxKnrt1a8O25YNiLd52w91cEkZAia2HRR5Z8RoxkYX6qP+o3+U+tSS+xAkszTGDw/qhP1EYgSZOtKVL7qV7avcoJydbdMX5T/uacbiAqwoXQ3i4WOFIvkzPK428qARgdBBr/9dQk7mbkK9oGV/nti9lnFu+lNSSM1SEohRlCbrSRXohvi6tuUGlKJBeBlvOVZmsLVXnVZzrNO+G2E4niILIKzrOAhji7CQXEC3FJomWx14T3HbLZb0g7FfzCx/+WT/+Yb+EouszuLvirH5BWPkRXCSvXjvOKufPVcdbjKNC3mViTOqEdWXFcwIw7FPwRAcroYqzHpbW25UOmhbledD4+lL1rvGmsAvHM3FD9wVxJ0lZH7FKsIqLUVMd27L4e5UNLUVkbVQdjOk1jF3CBOGcIiJPxCVrnILLNj4deBVwzwnWfTNwD+C6InIp8Meq+hoReSrwftzj/rWq+uUZdX9nCOP0Ni1c5cO2qCx7EGUfRzF3jXqDI8vStCWHjCpkPQ3NobKiv6VZeDoal1abwgi8ezaYcLp1kZdXBXeLfkYSJ6SAO6ahqC7UCgWXL6/SGlmUbcVD3gHO7auRy7Pj96vsR+Ze/knYryi+sLlPZXaxt/bkyaBVM/QPXOyZOoFXdIV8BdZW3T5db+la1qTg2sIN6vPNTPjkxi24eP0GAFzR289VW2tcftStf+TIKmy4baU9IelBx5f7i0USuHIuKilpWYLFHcTcC7NsVcj9UHV5N1gYK3dzum8Z6YQYQi+K8khMHd1Arznkfu9bJsmqIs9FR2AlhAk44ZStBKFV72/S92I0JG8vV3UXQ1JJ6vexuw5LR5R00987qbisaw3WNLePsTG4dJn7jOIwDrIc3oAsI1nultvSJHLVeiFVZvuurVWJHJ2OF4SRCz2nEpvqxHfejduqjgGakPih6YrUWzb9tZtkSrJVROdNncUxXGMdfx7KxBGpF/4uGm5fkdp9KblWYnjT16ksLesmBo29gwnC+eU3cZnBnwJQ1a+LyPUmWVFVHzFk+nuA9+xYDz076TJ27tQofidkdroNTbCuDEwDBl20Q9YfRm39ZjFot8D0IjFeN07GECldUSV5ZHEI64TlQ4HpUX2GehYlOGtGLcYpWDvC/EaMV8PqQp5X/c7FfWZEBbIbQV91a2HUn3i/a/PL41klAwFueLUoS1ZTSJKqr+uasOX34Wu9G/Glo6fzrSMuieRwb5n13hKHjzqxla13yqSRxCdfpFtBSFTCw23LiS/N/EeGqnOxhuMaiZ8yDk/iddNqpBfxlskgeHL1yQx+LOSoMDWqtTjAIm0cLyiTRcLfUkDuowqysC0qa2Dql023lM56UQnCjri4zNjdKpR1G122bjRLK1FLvw+9XlWIOddSFAZUqK6ZeJjE5nePbzck+EihTugFt28j2URToaD+nChjG/vqai9mRW16uc3EtVvucaMwvPt/EKY6YFCWomqbflRrEkwQGnsKE4Tzy5aq9qR0Y0iHQefWnmBmLmNtiIrGw7UZyzfgtmwZyaR1G22/tzNMXaP9iUvRNMVSHAOpWvs/BfXjEOr7xSIrsoY2y8xoERXkbfYjWAeDJa42BrJUI0Hg+xCLySSpB+aX6wbzlUYv4LqYKd3kcaB+kzgmc2urylT1IizxvsWtosuV+SqH1Qm+L6zfiK9cfQN+eO0B362ErJ+Sb7h+pUdSOuuutXTTWQe7G14Q9n0SRdhYEH+RH7MWpdYIWavdrYl3iUrj3MaFl6HKuiWyHjbCNatthPlSikCAtBcli+AFbThNOaRbsYVQ6WwUdNZ9bGMqaNol71YfCZpUgtDFG0Z+XK36Tr+Pbm5F/dZawkqVuBKs9lHoQCnighj35yRY9TIl6Uj9Qyg+FELZlqjb9+DaT/sFSa+oSia1rO87VM2L5qsW1f3nz5nE92CuVdZ9P6vfj8BAeIRh7BImCOeXj4jIs4BVEflF4CnAhbvcp+NCLSNXFPVvtjLDOI6ZGygTE7uLi7pIaxmvuDavwSgxOE7stc5v2bYEcdR4MZZ460NwSZUvnLKBsL4XsBK5W6XRdqF+nFfv0murN5hlVcmNUJbGLe3aCZa5UKutMRZtOcZy5qx4Elt3432MxJGEuLIs9LOov1RDYe7gxgsZu0Cx5N2n3l343c1TyPlxvrV+GgCfuOymbHznAJ1rQ+yeG7hkyecPdDacgAJIN2Dl6oKVK32B47ygf1KX3oEq89WNFOOWD6N3pCGJIhoBJcFbHEO8YeN6kKJwFrTYZZymSBg2T6Scl2TqXaC+7dwdozQk4Wy6CLuQzbtyTUFnPad3kjs3G9dNCN7nJIPuEVi52nV0+VBG9+pNksNOIepSimRriE+TzlYStBNZCHMtE1CSrYKkl1fWMRE35rK/npJcXeZ0EGpZZPWE+oeBHydb+l7EUSB9pXs089vKXIHp/SHT2lsxw+WllZh0bnEl3XL96Kz3SY5ulf3UTuLqBk5SI1DV3XNdf3Azv79RDVTJsjIhRY+uu2nLSwNNGcZuY4JwfnkG8Hjgi8B/w7l6X72rPRrCjmcZx+JMq3gmDUKhlvk6WVtthaWPueTMsLjANsbMl8b8Ukj5lz9h+K9oyDfXhxbhGYu0FmubNAPmA0FsB1FXFFUyS5q4jMmwz7kbKqxsQTt+XORgLcpKVyfgYrLKjOgxllNV106nsZyPm5TVlTIhILTf67tH3eVbB9goulxy6LoAHLlijX0/SOge8bu45CyKqReE6WZkSepBd6Ogc9jHWBYFxVJKEmL3xFveglDrO8EbYuqSXEoXp6oval26PKlZliTz13LskowztRMqC2CmJGk02ogXVmkv9NsJxiBsu0dyuod64EfT6K9VvuukD0tHCzrrXswezVx2cxAyvQ7pcpfOchXDWUtYKajGNc58gk24BkMykFQCMMmrj6PEC+DaMIWRy9yJTS0nJ72CZMMLws0ekncpyjGZKzHo+lUJVcmUJCtIQlxfL0O2svIeEj/qi0ZxnNJ2H+Hvgbi2Z16UdTTdefPXg/9d1usM90E65rlgGMcRE4Rziro371/7f3uaWbmMtVAQbR+zeML1x4nAqUcY2eY602+kclFJVlRCMMsH3MpA3coXW9baMolL0dGwEKorkaFxDOFAAkjkOosshJrnLjsziEmf6CJ5KDqdV6ONqHMvy7CXZV44sdmJTrxImaAiKysUYWQIL1b6fTfvh+v7uSJZ43vXHASge0WXtcuVpcOu3739znXb2fRialOj7FylczQjPbJZ9iPdt1SWjkFckeWkHwRh7l2ZPgaxpyTd8PGipJGFUHJ1Q+BllaCmoBJHqu6jIbKilsIzV8i0EmK9okzkAEiXnKUtxD52jvbpXH20HP2kuxGXiYHu0aKyvG30YWOzZtmSjVXS5ThTOLbEKaFAouS+H6UgTGsBg1Io0q8+KiRTt3zY5zjWrnBthdIxKkK6lZNsenF+ZBNyJV2qBKHkDet3dLySnrNeAj57e6v6qPJ9lcg6WfvQDNP8/zXPq+OtfhzoOKY3Ljie5+5QNWt9GsYewAThnCIi36IlZlBVb7YL3dkdQu270rKEs1KNEmTTWO3amHXpmgZa6GAsH9QsEPQr60YpwuKi0rF1I4zqEdZtYWD4utj6EWUpa55XJUIKRSM3WSkcQzxinqKitbY0zytrZBHVZkt8iY/ydyMezI9LW3O7JVJlVifLZaaq+oSHfMs96n50ZD+q0LvK+Uj3Xwn7fpjTOezcwGlvibwrdHwSRWcjr2e2buawvlHuQ7KxRrIviE9nmUu8qEs2c6Sfk/oEjHQ1ofBiUcWJr7QUj97174W99PJ6DKaqj/+sC6qwrkoVu5du5X7oNbdcZykBCjpeEKZHe3D1IdL9fhSP9WpsunRL6RzJSdd9eZvNHvT66IbfZxGk1yfZjARhKlUMY614s3d1h3mND5BSPCfBouiPQRBTWV6d+1z98fFCSgTp5S5rF2B9HQESP9Rf0k2QIqnCDjRyv+dK0stJNv2x3spgq1cNGyiCdNJasstAJnEgz0GiYu55Ud0n4PY9LjMT2ipLBh2Hj0fDmBAThPPLOdHfK8DDcCVoTngmtcANjPbRkiCi0bjHTbfxcbH0bYcissIU3joYLITBIhO7fUeNhtAWBzmQzRvcdEVpEXETirpgoS4+NY9GLoktXX5dzfMynkxq5WxyV+yutFBSXzf3+1wmXEQWKADSckSLMgN23c07KiuQC52r3aNv+RpYvmKT9Jp1v+4B8pW0TKJI1/uVtbEj5ZjD4OIgk15WxqKRCnjrE0Cy1Ud6WSlOk56ShrqD4sRg4tdNejlJL3NCELxLvXG9xvUnobRCSe6zZIMFbCtDtvrlbzdaR1puSzYz8quuIbmee1x0NopSl6SbBZ2jPWTd+5c3t+phCHkOWz1k0wsvqH90FFTDtHnrdWnlDLGs0UgkQTyHY+Cs3f4YRNuVNEWzyqqHCEmvis0rjhwl6XQQX6cx7aYUhdau4TKrOHNCXXphbOw+2u+jW64t6XYgW6pbqOPY5MiVX1Y9aMyTrNrHWtmncF82BaJh7AFMEM4pfui4mD8VkYuA5+xGf0axozGEoyx8zRFBBjoyvvTLgAiMlq8NKTdNP7dBWQ4nxYmwYIEA/3Lz7Wc5ZHkt0SPORB2MA2xYC+NpOsIF7P92cZrRyzAuI1MbHs+7OOO2oRSA2pye566+YNzneAzlhqAt+hlJraxPNSIIaVob3znpQbrufud5l6QnLF3j5i0dLkgPbcAVV7tNri2R9LqkR704OLqJrLrjqctdJyLiOMh+Xsai6ZYb17Z0RW70YHOLxAvKdKtbFqlWca7ddMuP4tHLoZ9Xlt5+n1rijIgvBl0JinL0i36B5FLV+9vqI+tb5TFLtjqlixW8IFrqlta2dDMvz2O6kZOs95ANH0TZ67sPgHAufAkj8ddbLbvWU9bgS0L8XPgw8y7cOE4yakP6/hgEQRhnsfczJEtrglh6mTtOQLGxSbJvrRTUspmR5NHyRct2ymPtLOyhpI/2l52lNhaEseu7ZrktqnMC7j6IBXSIdw19TtNoaE2qmFvD2AOYIJxTROSO0c8EZzHck+dzp2MIx5Z62e5DtpllPIF4nLlFccCqGVnSoHJPhSHPfO0/Kcu5jDlW0/S5aWnUShwOzAvFtMuhAUOSRLVMvXZj/OJsJMaEhJOo/YFi5FCKJ+0kFCEhoHCu2c5R77bdFJItWLrWrdI96hJyCu8STY5sOevRurcCXnMIyV2Ragonpkqh0O0gWV6zWqFaWZ56PdjYRPatura38jKeELxVcCu4iDMnsrzAKf9fy6SWqvxMGAINSMSPOBPc81uZ267fTrqy5C1qlcBKDuyv9UNKN3ffCVlvLSNkg8cW56IA716thmCr2pZYPLZZpstEkdzHHAZhmyP9SuQRPnL8/ksvyvwN2b0hY7nbcR8V/ZB17ONVax8p0bGLt+OtzeX9G0Idwvwk9VbrKMFnyD5VoQ9ZNb05ok+83jBXtGHsAntSQBgT8X+ivzPg28Cv7k5Xdo+JxOEEcX+luJtSTE5lMTyW+MOaS0op/ahZ5iyEUdB6GJLOLe/qA9YsEQNW0OhlBjUr4TgLhkYWQknT2suvJtpCv4dZeJv1DyUe9q6lqHa3Myh2y+HqEsJbVwqXMdw97Lsh0NmiTCJJNwvopCSrTrSxteUsb8EVee0RUi9wSqETfof9Dla+piDc6lGsr5NsOfGV9HLStOpzLY5ts18WbgbQflaJ6nj/wrHIktI1W+YIh2ug10PXN6pkjd6Ky0IOsXmJwOpqFV/Xq7LBg0s8uE/LayX0I4jSqHi5S5wI6dIC5WgrjaSl1Mf7Ble3FECVRCJZ4Y5B+LjJKsEnS27EHYmHE45dysEqXoo4QbKkLiCbIQflPVOJynLZLKvWTbTuJtaisvKFa7g2ek8jZrCtDFQ8r5jumWMYs8IE4Zyiqj+/233YdVpiA5t1B6fhuFj86ht0/x8nFIvGy6XIqRJDCifa4uzdPI8yJBOXzDG0Dy3zYmFYtEwPDLjsY7En9Xi3hhgczO7Wah+0kUjTiGVE/NBhbRnSUMWw4Uq/dDZwGae4GP50U1k64kVAv0C7KbLqC/FlPmkmJHckUrrjZatXlU4B93deJYLgk4/LOMAsd8Iuq6yAicSCMCtj3uj1nNvSW7hCeZIydKDbqbsiJYlK/qizEAYXaK9PcXSd1A87KL2sliikSYIsd8vz4+L2/LnZ7JV9qTqa1I91dHzAX3P9FnGWp4OZ7CJI4X/3I4EGro2schkHF67rY+YshnGpobiQdKfjSjOFa7DXr38w1EIf/P0SBF4QhpH41vgeCh86cfZzsHIm0viwaYhJGLzHkoS2jy/D2G1MEM4pIvL0UfNV9WXHqy/j2PE6hMc503fHGCZQ26yHcX1EGHRJhRdOlPXrlndxfaW1LcShjXrxNBM+4ulpOji97Gv0Qm4sUxYJj5NImu7iaJ/juKow/FcpGsMQeOVLVKjFbYXklkaGK1SCMNTgSzIth2MDkLxA07TKWF7fqKxMgKyu1kqGEIpkR9suBWDYhSj2TbqdSjz085pGligpgr4XPGX5oKwmjDW0VcaOZlEMaOGWi9Z107VsWzrxSC9RnB9AVpQxgfRdzKBGFj+BSiyFbPKwiz5kQWMBWR6bjrO2xtuqjdMtdetilpfbbx5H7Wf18YMblrUyPCG2XIblmuT+Iyq2ukvDGpsXVEO5VHGutbYDUVxkmUjVjM+Nl80b4tRcxsYewQTh/HIO8FPABf73ucC/AV/ftR4NYWZD103cgRGWwoYLc9cyiyd1KZc10RoB7vFQelq9sFV9/FfLWMYDWcSNF500Y8CaL65mQH2cBNHa97j9RgxgS3ay5mF0lXqbbrQVGLBaRW2F7NV0K7JI4QRi0o8SPzJ1lrJYtEQiRpa6VcJOlvlRUIKwkiqWDaJEn4a1TCNhFmdG93pVnFyWoVlWio6in7na08GtixeFYT+XgGBAC+IjWMwKdS7WQJ4jvRwNWdipVLGA+LjIOJ4uj8QSSm0s7CSpCxovBjVz62uhpegV/3vA7R3quUjirN1RVrFGrtzaB0QQji1Fq2vHIErgGBB9gaZYbLtmi6ISxeEDIG8RmQMfcv5jLL7dhlkqw/LmMjb2CCYI55czgDuq6mEAEXku8I+q+qhd7ZVhGIZhGHOHCcL55fpUNgL839ffpb7sCs04NPVxajtq5Zs0zm+WaCN+KU6yCCM7lCNYJFVtNIAiQcmHWu5K1y4MWABrQ9Ntl1DEumi23RhhphFjqFCNYiItLrpaY/Wg/zDMGUDaK0j60agefvSQ0ppXtLRZaBX/mFTDxWmeexdoY9kiuGgbVqpE6m7OYH1zB8BZB72FsLSMNd3/fnnFu9Lj2LWwD8GtX8ZgFki3W7eaRTUhNQnuXz8hj6x0ZVJEHJdbVDGIIXM3cpFqw/pc/s6k3udwPMvrLK8lqKg/PmW4Q+04+0LmbS7Ycpl46ETvyq6N9NKIRQ2ItBdjj13EUchCc7z0chqD1mw3Mxl6/7X2xzB2CROE88vrgX8TkXf63w8GXrd73TkBGFV2ZkScX8mwAtjTbH/cIlrUXKDNLOBQK7ESYDlCvX5bfZONGKZanUK2/7JqeQHWXIBBDDYEkP+jljWrIY5tWEa5L2odRF9cwFhyJxbFD3km/bw2Vq4miS99EvVDC3fMwJXwkUoQlvGMbsG6+77plRdx7tkwP8urhQonCMvad3HxYiLXf0geyqnHFPalPspLfCzDuMdlAeiinuhQpJBEojgaUWZA6IQhB5vu1XKf89q9URP5YZi2ONYPogLi1LLLw/jWlSs3vhfVicVGgpREoQcuucqLtn7fJ38EEdcyTGVov+XeGAifiF27A7G21QdEUxyHdav4zaQWN2juYmMvYYJwTlHVF4jIe4G7+UmPVdV/380+LRRt4m2WRWaj2DONlUfReFG39EVz2sdMlQSaox9GFlYhRaUYsJ6EF2st8WOcJXHY8YpFdPTyRioLjYigiSBFeIEPyVD2FkXJ89J2LiJutIxelLgAw8drHveCjkuuhN8D2dfS/ne8rI9R02YCSLleUj8XSYH2K+EqMFykiZQitpye5ZRjPYdaimUB6KpfQZhqbNnN8+r6aXwUVf0bzM5Xb/EMwlXpl30vl43EaCmKW4qna0iciY9nUo2N7crhRFY9b2msCbTmPSD167y+Y1E/Eqm3M6p8UhwjGtZtWlihLi5tpBJjjzCn6ZqGZw24VlX/DLhURG662x1qQ0TOFZHzDh06tNtdMQzDMAyjBbMQziki8se4TONbAH8DdIE3Aj+7m/1qY9ZZxjOJGdxjlDFKqvXagM1yK27hRomXaszmmDLOMLLSaWz9UAGVulurZv0a8T1ZG9qr3reybdKaVTB2GaNSzxDNC7QMKUxqpT6c1a4qOSL9eB6uPl+vMbKGd1uW9QyDpS7O3g5tx92P69P59ppuwtKVmzasj9FoLKVlLN7n6HhKImheHS8NWeNhU4kwYJON3ZIxIe4vjCZSJLW+EFvStG7x08ydi3K70nC9jrhfQixrWNe5/fO6TTp2GQcX75Drqs2NW5bDyV3YQGV58+3WYiGblu7oWswZjA0t4xHb963WTtx2fExyXFzvqIxmw9gjmIVwfvll4IHAUQBV/R5wYFd7ZBiGYRjGXGIWwvmlp6oq4gJhRGTfbndoloyKVYomzLoTs22/hYFA+GExbq01AhmZ6KJFUhuubyBLWxSRKOO2WQ+wOUpDsx9jElKGjiozEKdWz3bWNFgJ/YSiqFv5AMmiDNtoSDiXACBQdKr5idTq15XToVGE2llnNR4xJI5bC4uVu9Go85jng1Y5rSyGkg7ue3UMqljCcv0oTs3NrGoWxtstiUf2EKn1pUpIKeqWuIHanH6UnAmz7t14wo2YwGDtDhnuUeZ1LUN+kti8eFtRW+WxbUsSC0lC8XXeYuUb6XmI2qr1GQbWq7XdPGzNeETD2EVMEM4vbxORvwJOFpEnAo8D/nqX+2TsFEOElub5QJJH05XWVuKlfRMNV/IQl/Fg8elQWHj4CzOU5pjKnR+/sH1SRehHOQIEgAiaFFWSCY0XarzNPK9l8wIuc7gco7dRkiccZ79tyau/y/Zi/ddSWDicn5ChW60blVjxIiw+Pk1hEab5P2rXRG1Z75YsxUYojhwlUYgk1MoVRYWp46HYhoUg1H8mA/2ciDDEYhBkIaFi4IOkJWO5KZyarti2ZZr30LAqASq1faod80n2qSmam8crp0pgaYppE4PGHsIE4RwizlzyVuCWwLW4OMLnqOoHd7VjhmEYhmHMJSYI5xDvKn6Pqv4ksHgicESx6F0bem7WlK6y4IZrWLWGFIAeoBFkP2DpGbAGebex33bMgDubyFo5zF0cuesG3GzD3JC+zltZsBhAk6omnYqz+MWB+8HS58cHro212yzqnDTKtERt1ere+fpxA/vYLJMSj8Ebrx8XSm4W4i6PR2NIv2FoESV6JJT1JsGVCoqTj1TROBmkkTijUeHzQWtnlFASthVb8cqyMMMtZPVuK8HEGkrZxBa52nWhUnPjtrpiGwkfOul90FinZi1vuQfc9trDVYZadZt9pf2eO2GfWcbcYUkl88tnReSndrsTk2BlZwzDMAxjb2MWwvnlLsCjROTbuExjX6tWb7urvWphZmVnFiT+pjbMW9FirZskMH3I/HgEh6HDy5XrNqxXktRKdQyMunCM56eWSFHUY+RqyTXBWhji/iQpEz+07y2EwWonCaJSlT7xMZkaypcE62LcfhSzqY1SMQNWq6jtZiHlZgJF6/6OiMscSq2UD76ESsOKnCSVlTScs7isT2w1bLNYjUsiGXGuh5WpGWeRK5M9hmynrZTSyGtujGdhIIawZZlh/Ri4hxqxjLUC4239Now9gAnCOUNEbqyq/wncZ7f7YhiGYRjGiYEJwvnjXcAdVfU7IvL3qvqQ3e7Q8aR1TNJonv/jOPboONHcp2FWhmn2vS1DElqyIMOYub5kS9PCVGuziqvTMZbL4dnPUvYtLBeX7lCc9as2HJhIGU+mVPGG2us3LHk++zaKC1OAjnsUSrdbL5aML4AMVeZ0WcR5SCkfb+UL/SyJxtYdcVDCQWg/LrVFtTavZoVqxJnWxtNtFlqO4yInLYNSZgYnQ+/H4as2Sug0pjezf+Nt1uL5Bgqwy9BraoJODWxrgBFW0pExlG3XsmHsQcx2PX/ET9+b7VovDMMwDMM4YTBBOH/okL8NwzAMwzC2hbmM54/bici1OEvhqv8bqqSSk3ava8asaC25MWJ+Y+bkGxpRykdSKrcx1Md+HVvMeNoyIIPu0XKfiwTQelHiRhmekEDhCnlLLeg/Hj1Dc+dqLMvOJL40TOz6jvdRG2MXD4xBHI3d21KEeNx5qsq5DCafDA2X8OvVSptQFYAOo3rU19GBYzZRH4d2vS18YPR1F/ZneLLG8BFA2sJDRiZrxH0J52xYoepJ2phmvXiZcmQTG9PY2HuYIJwzVHXCQmWGYRiGYRiTYYLQ2Pu0DNu1KJRWkoHxfUdb5EZOj8c3HjXUV1tbktTGkx1gwmHzBvrXtu2WIdMczupHrTBz3cpUs+KNQfO6NQ2olZahZhDUep/jIfYa40a7/o7px4hyQDWa4++2rDtY2iQqAN1mDduhwu7TWn/jPowrwXLMlu+9lmA2LJHLMPYAFkNozBwrTG0YhmEYexsThMbMUdULVfVJBw8e3O2uGIZhGIbRgrmMDWMemND1dUyuqCFuxLjtNvd1SeROHVeDcHxXWgLvhyYQDAxoWy4raUvIrYwYWaLhah6oGzdmJIxaXb4p9t8lV7S4nyeltq104Fi1JWe01sPbbjJQW+hBOe7xlNdk7HpvuOHH9mHS4zbNsm0M1OqcgmPdtmHMCLsqDcMwDMMwFhwThIZhGIZhGAuOCULDMAzDMIwFx2IIjROLvVZmYofY1TIVw+LaJi19M67d8PeY0jpx3N+o8WC10PFleuoNV/OlpeDx5BVsRm6rrRhxbWze+ozRcWZTjBFdlaGprzuu5MtE22ubPi4OctrxtrfLpOvuxjMjPkYn6DPLmD/MQmgYhmEYhrHgmCA0DMMwDMNYcEwQGoZhGIZhLDgWQ2jMB8PibI6lHticsOPxg+OO07AYsLLOXsv8uP7gJG1Ns91ydhXfNzL+TYv2+oMTbFvzejzfuGMviQyPMRw69N50fRr6e8L1wzlriy0cXGWGsaqj4g3b2E583fGKT9ypNk7QZ5Yxn5iF0DAMwzAMY8ExQWgYhmEYhrHgmCA0DMMwDMNYcCyG0NgWIvJg4P7AScBrVPUDu9sjwzAMwzC2i1kIFxARea2IXC4iX2pMv6+IXCwil4jIM0a1oarvUtUnAk8Gfm2W/R2JFtW/E4lh+xSmxfu9k/veKBY9NEmkdVUd3qdjDfZva2/YvygpJU5EGZvA4JMYtNDy3/iu7mLB8EkJ57FxnOL9nHR/t7v9E+7+NIwTELMQLibnA38BvD5MEJEUeAXwi8ClwKdF5AIgBV7UWP9xqnq5//sP/XqGYRiGYcwpJggXEFX9qIic2Zh8Z+ASVf0mgIi8BXiQqr4IeECzDRER4MXAe1X1s8O2JSJPAp4EcOMb33hndsAwDMMwjB3FXMZG4HTgu9HvS/20YfwWcC/goSLy5GELqep5qnqOqp5z2mmn7UxPDcMwDMPYUcxCaGwLVX058PLd7odhGIZhGMeOWQiNwGXAjaLfZ/hpx4yInCsi5x06dGgnmjMMwzAMY4cxQWgEPg2cLSI3FZEl4OHABTvRsKpeqKpPOnjw4E40t1g0s4rjabtEmZHayFgdHKrtGLJW27Kot5mt2taPWlbtNBnMzeXa+j26M63nceyxmsU5H7VfO5EZfCJnFlvmtHECYoJwARGRNwP/CtxCRC4VkceragY8FXg/8FXgbar65R3anlkIDcMwDGMPYzGEC4iqPmLI9PcA75nB9i4ELjznnHOeuNNtG4ZhGIZx7JiF0DAMwzAMY8ExQWgYhmEYhrHgmCA0Zo7FEBqGYRjG3sYEoTFzLMvYMAzDMPY2JggNwzAMwzAWHBOExswxl/ExMkm9s+NQp3Cg/mBj+1PVHdzJPsrgY6zW1+Z242n+b0kESaS1rdbtjVpuWI26lu3upfqSe4adqoNoGMZUmCA0Zo65jA3DMAxjb2OC0DAMwzAMY8ExQWgYhmEYhrHgmCA0DMMwDMNYcEwQGjPHkkoMwzAMY29jgtCYOZZUYhiGYRh7GxOEhmEYhmEYC44JQsMwDMMwjAXHBKFhGIZhGMaCY4LQmDmWVGIYhmEYexsThMbMsaQSwzAMw9jbmCA0jBOJWY//Oqp9P57xVGMab5e2sYSHjTE8bFzhlumSyHT92KnjvdPnbbvt2fjBhrGwmCA0DMMwDMNYcEwQGoZhGIZhLDgmCA3DMAzDMBYcE4SGYRiGYRgLjglCY+ZY2RnDMAzD2NuYIDRmjpWdMQzDMIy9jQlCwzAMwzCMBccEoWEYhmEYxoJjgtAwDMMwDGPBMUFoGIZhGIax4JggNAzDMAzDWHBMEBqGYRiGYSw4JggNwzAMwzAWHBOEhmEYhmEYC44JQmPm2EglhmEYhrG3MUFozBwbqcQwDMMw9jYmCA3DMAzDMBYcE4SGYRiGYRgLjglCwzAMwzCMBccEoWEYhmEYxoJjgtAwDMMwDGPBMUFoGIZhGIax4JggNAzDMAzDWHBMEBqGYRiGYSw4JggNwzAMwzAWHBOEhmEYhmEYC46o6m73wVgQROQwcPFu92OHuS5wxW53Ygc50fYHbJ/mgRNtf2Bn9+kmqnraDrVlGK10drsDxkJxsaqes9ud2ElE5DMn0j6daPsDtk/zwIm2P3Bi7pNxYmMuY8MwDMMwjAXHBKFhGIZhGMaCY4LQOJ6ct9sdmAEn2j6daPsDtk/zwIm2P3Bi7pNxAmNJJYZhGIZhGAuOWQgNwzAMwzAWHBOEhmEYhmEYC44JQmPmiMh9ReRiEblERJ6x2/2ZFBG5kYj8i4h8RUS+LCK/7aefIiIfFJGv+/9fx08XEXm5388viMgdd3cP2hGRVET+XUTe7X/fVEQ+5fv9VhFZ8tOX/e9L/Pwzd7XjQxCRk0Xk7SLyNRH5qoj89Alwjn7XX3NfEpE3i8jKvJ0nEXmtiFwuIl+Kpk19XkTk0X75r4vIo3djX6K+tO3TS/y19wUReaeInBzNe6bfp4tF5D7R9Ll8JhonNiYIjZkiIinwCuB+wK2AR4jIrXa3VxOTAb+nqrcC7gr8pu/7M4APqerZwIf8b3D7eLb/9yTgL49/lyfit4GvRr//P+D/qupZwNXA4/30xwNX++n/1y+3F/kz4H2qekvgdrh9m9tzJCKnA08DzlHV2wAp8HDm7zydD9y3MW2q8yIipwB/DNwFuDPwx0FE7hLnM7hPHwRuo6q3Bf4DeCaAf1Y8HLi1X+eV/mNsnp+JxgmMCUJj1twZuERVv6mqPeAtwIN2uU8ToarfV9XP+r8P44TG6bj+v84v9jrgwf7vBwGvV8cngZNF5MeOb69HIyJnAPcHXu1/C/ALwNv9Is39Cfv5duCefvk9g4gcBH4OeA2AqvZU9Rrm+Bx5OsCqiHSANeD7zNl5UtWPAlc1Jk97Xu4DfFBVr1LVq3HiqynIjhtt+6SqH1DVzP/8JHCG//tBwFtUdUtVvwVcgnsezu0z0TixMUFozJrTge9Gvy/10+YK74a7A/Ap4Pqq+n0/6wfA9f3f87Cvfwr8AVD436cC10QvtLjP5f74+Yf88nuJmwI/Av7Gu8FfLSL7mONzpKqXAS8F/hMnBA8BFzHf5ykw7XnZ8+erweOA9/q/T5R9MhYEE4SGMQYR2Q/8PfA7qnptPE9d3aa5qN0kIg8ALlfVi3a7LztIB7gj8JeqegfgKJUbEpivcwTgXaIPwondGwL72EWr2KyYt/MyDhF5Ni7M5E273RfD2A4mCI1Zcxlwo+j3GX7aXCAiXZwYfJOqvsNP/mFwM/r/X+6n7/V9/VnggSLybZyb6hdw8Xcne9ck1Ptc7o+ffxC48nh2eAIuBS5V1U/532/HCcR5PUcA9wK+pao/UtU+8A7cuZvn8xSY9rzMw/lCRB4DPAB4pFbFfed6n4zFwwShMWs+DZztMySXcEHWF+xynybCx2G9Bviqqr4smnUBELIdHw38QzT9N3zG5F2BQ5F7bNdR1Weq6hmqeibuPPyzqj4S+BfgoX6x5v6E/XyoX35PWXRU9QfAd0XkFn7SPYGvMKfnyPOfwF1FZM1fg2Gf5vY8RUx7Xt4P3FtEruMtp/f20/YMInJfXBjGA1V1PZp1AfBwnwV+U1zCzL8xx89E4wRHVe2f/ZvpP+CXcNl33wCevdv9maLf/wXn0voC8Dn/75dw8VkfAr4O/BNwil9ecNmD3wC+iMsS3fX9GLJv9wDe7f++Ge5FdQnwd8Cyn77if1/i599st/s9ZF9uD3zGn6d3AdeZ93MEPA/4GvAl4A3A8rydJ+DNuBjIPs6S+/jtnBdcXN4l/t9j9+A+XYKLCQzPiFdFyz/b79PFwP2i6XP5TLR/J/Y/G7rOMAzDMAxjwTGXsWEYhmEYxoJjgtAwDMMwDGPBMUFoGIZhGIax4JggNAzDMAzDWHBMEBqGYRiGYSw4JggNwzAMwzAWHBOEhmHMHSJyqoh8zv/7gYhc5v8+IiKvnMH2zheRb4nIk0csczcR+YqIfGmnt28YhjFrrA6hYRhzjYg8Fziiqi+d4TbOxxXyfvuY5c70y91mVn0xDMOYBWYhNAzjhEFE7iEi7/Z/P1dEXiciHxOR74jIr4jIn4jIF0XkfX6cakTkTiLyERG5SETeH8baHbOdh4nIl0Tk8yLy0Vnvl2EYxqwxQWgYxonMzYFfAB4IvBH4F1X9SWADuL8XhX8OPFRV7wS8FnjBBO0+B7iPqt7Ot20YhjHXdHa7A4ZhGDPkvaraF5EvAinwPj/9i8CZwC2A2wAfFBH8Mt+foN1PAOeLyNuAd+x0pw3DMI43JggNwziR2QJQ1UJE+loFTRe4558AX1bVn56mUVV9sojcBbg/cJGI3ElVr9zJjhuGYRxPzGVsGMYiczFwmoj8NICIdEXk1uNWEpGbq+qnVPU5wI+AG824n4ZhGDPFLISGYSwsqtoTkYcCLxeRg7hn4p8CXx6z6ktE5GychfFDwOdn2lHDMIwZY2VnDMMwxmBlZwzDONExl7FhGMZ4DgH/e1xhauBC4Irj1ivDMIwdwiyEhmEYhmEYC45ZCA3DMAzDMBYcE4SGYRiGYRgLjglCwzAMwzCMBccEoWEYhmEYxoLz/wOBkXr0zHLyiQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[None, None, None]" ] }, "execution_count": 82, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st.spectrogram(wlen=50,log=True)" ] }, { "cell_type": "markdown", "id": "21868f4c", "metadata": {}, "source": [ "## Mengambil `trace` dari `stream`\n", "\n", "Ada beberapa cara mengambil `trace` dari stream, paling mudah adalah menggunakan indeksing:" ] }, { "cell_type": "code", "execution_count": 83, "id": "ef48076c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GE.GSI..BHE | 2021-01-14T18:32:06.369538Z - 2021-01-14T18:53:16.819538Z | 20.0 Hz, 25410 samples\n" ] } ], "source": [ "tr_BHZ = st[0]\n", "print(tr_BHZ)" ] }, { "cell_type": "code", "execution_count": 84, "id": "fac921f7", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "execution_count": 84, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tr_BHZ.plot()" ] }, { "cell_type": "markdown", "id": "ac032002", "metadata": {}, "source": [ "metode pada `trace` sebagian besar sama dengan metode pada `stream`:" ] }, { "cell_type": "code", "execution_count": 85, "id": "2dd9b397", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tr_BHZ.spectrogram(wlen=50, log=True)" ] }, { "cell_type": "code", "execution_count": 86, "id": "ff97526c", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "execution_count": 86, "metadata": {}, "output_type": "execute_result" } ], "source": [ "start=UTCDateTime(\"2021-01-14T18:32:00\")\n", "stop=start + 2*60 #2 menit\n", "tr_BHZ_slice = tr_BHZ.slice(start,stop)\n", "tr_BHZ_slice.plot()" ] }, { "cell_type": "markdown", "id": "e80833f5", "metadata": {}, "source": [ "### Mengambil informasi dari `trace`\n", "\n", "Informasi tentang rekaman dapat dilihat dengan atribut `stats`\"" ] }, { "cell_type": "code", "execution_count": 87, "id": "9edb755a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ " network: GE\n", " station: GSI\n", " location: \n", " channel: BHE\n", " starttime: 2021-01-14T18:32:06.369538Z\n", " endtime: 2021-01-14T18:53:16.819538Z\n", " sampling_rate: 20.0\n", " delta: 0.05\n", " npts: 25410\n", " calib: 1.0\n", " _format: MSEED\n", " mseed: AttribDict({'dataquality': 'D', 'number_of_records': 116, 'encoding': 'STEIM2', 'byteorder': '>', 'record_length': 512, 'filesize': 175104})" ] }, "execution_count": 87, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tr_BHZ.stats" ] }, { "cell_type": "markdown", "id": "8684f96d", "metadata": {}, "source": [ "Jika ingin mengambil informasi spesifik:" ] }, { "cell_type": "code", "execution_count": 88, "id": "c93f454b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'GE'" ] }, "execution_count": 88, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tr_BHZ.stats.network" ] }, { "cell_type": "markdown", "id": "2a9ff8c3", "metadata": {}, "source": [ "### Mengambil data dari `trace`\n", "\n", "Data dapat diambil dengan atribut `.data`:" ] }, { "cell_type": "code", "execution_count": 165, "id": "baf58835", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 165, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "data_BHZ=tr_BHZ.data\n", "\n", "plt.plot(range(len(data_BHZ)), data_BHZ)" ] }, { "cell_type": "markdown", "id": "591bf628", "metadata": {}, "source": [ "### Contoh mengeplot gerak partikel\n", "\n", "Kita akan terlebih dahulu memanggil data untuk komponen BHZ, BHE, dan BHN" ] }, { "cell_type": "code", "execution_count": 90, "id": "ebb9689c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3 Trace(s) in Stream:\n", "GE.GSI..BHE | 2021-01-14T18:32:06.369538Z - 2021-01-14T18:53:16.819538Z | 20.0 Hz, 25410 samples\n", "GE.GSI..BHN | 2021-01-14T18:31:56.619538Z - 2021-01-14T18:53:18.469538Z | 20.0 Hz, 25638 samples\n", "GE.GSI..BHZ | 2021-01-14T18:31:58.219538Z - 2021-01-14T18:53:14.769538Z | 20.0 Hz, 25532 samples\n" ] } ], "source": [ "print(st)" ] }, { "cell_type": "markdown", "id": "df3ee137", "metadata": {}, "source": [ "#### Sekitar gelombang P\n", "\n", "Kita memotong di sekitar waktu gelombang P:" ] }, { "cell_type": "code", "execution_count": 112, "id": "cb1418a6", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "execution_count": 112, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st_pm = st.copy()\n", "\n", "P=UTCDateTime(\"2021-01-14 18:33:08\")\n", "start=P-1*60 # 1 menit sebelum\n", "stop=P+1*60 # 1 menit sesudah\n", "\n", "st_pm = st_pm.slice(start,stop)\n", "st_pm.filter(\"lowpass\", freq=0.1)\n", "st_pm.plot()\n" ] }, { "cell_type": "markdown", "id": "f3169ed0", "metadata": {}, "source": [ "#### Mengambil data untuk masing-masing komponen" ] }, { "cell_type": "code", "execution_count": 113, "id": "50e5b1f6", "metadata": {}, "outputs": [], "source": [ "trdata_BHZ=st_pm[1].data\n", "trdata_BHE=st_pm[0].data\n", "trdata_BHN=st_pm[2].data" ] }, { "cell_type": "markdown", "id": "5ce8df17", "metadata": {}, "source": [ "#### Mengeplot untuk Z-N" ] }, { "cell_type": "code", "execution_count": 159, "id": "69600e4a", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIgAAAEGCAYAAAC+d91OAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAAsTAAALEwEAmpwYAAA0PklEQVR4nO2dd3hc5ZX/P0e9F1u2LMmyJfeKbVwwGAcwzXRIIIFsEggJ2YSElE32l5DsJtmUJZtsygLZsIRAElLAgVBCaMY2YIOb3CXb6r13jUYaacr7++PeGY2kKVejkSU59/M88/jqve+9c8dz5q3nfI8opTAx8UfEZD+AydTGNBCTgJgGYhIQ00BMAmIaiElAoib7AaYaGRkZKi8vb7IfY8I5cuRIm1JqVrB6poGMIC8vj4KCgsl+jAlHRKqN1DO7GJOAmAZiEhDTQEwCYhqISUBMAzEJiGkgJgExDcQkIOY6yHmGUooDFR0cr+0iLSGaGy7IIiUuOuT7mQZyHlHWYuGrfznJidouT9lP3yzmD5++iGVzUkK656R1MSISJyKHROSEiBSJyH/o5fkiclBEykTkWRGJ0ctj9b/L9PN5Xvd6UC8vFpFrvcq362VlIvKNc/4hzyHvlrRy0yPvUdvRx399aDUnvnMNL35+C1EREfzz00ew2Z2h3VgpNSkvQIAk/TgaOAhsBnYAd+rljwGf04/vBx7Tj+8EntWPVwAngFggHygHIvVXObAAiNHrrAj2XOvXr1fTjX2lrWrxN19V23/xrmrq7h927p3iFjX/66+op/dXDSsHCpSB72nSWhD9OXv1P6P1lwK2Ac/p5b8DbtWPb9H/Rj9/pYiIXv6MUmpAKVUJlAGb9FeZUqpCKTUIPKPXPa8oa+nls384Qn5GIs/ct5nMlLhh57cuzmDZnGSeO1IX0v0ndRYjIpEichxoAXai/eK7lFIOvUodkKMf5wC1APr5bmCmd/mIa/yVnzf02Ox86neHiY2K4Im7N5CaMHowKiJsXzWHk3VddPfbx/wek2ogSimnUmotMBftF79sMp5DRD4jIgUiUtDa2joZjxAS33mpiLrOfh772HpyZyT4rbcpbwYuxbDBq1GmxDqIUqoL2ANcDKSJiHt2NReo14/rgVwA/Xwq0O5dPuIaf+W+3v9xpdQGpdSGWbOCukhMCV452cALx+p5YNsiNuTNCFh3cWYyAOWtvQHr+WIyZzGzRCRNP44HrgbOoBnK7Xq1u4GX9OOX9b/Rz+/WB1svA3fqs5x8YDFwCDgMLNZnRTFoA9uXJ/yDnQNaLQN864VC1uSm8fkrFgWtn5EUQ3x0JHWd/WN+r8lcB8kCficikWiGukMp9YqInAaeEZEfAMeA3+j1fwM8LSJlQAfaF45SqkhEdgCnAQfweaWUE0BEvgC8gTajeVIpVXTuPt7E8dBrZ+gbdPDTO9YQHRn8Ny4ipCdEhzQGmTQDUUqdBNb5KK9AG4+MLLcBd/i51w+BH/oofxV4ddwPO4U4WNHOX4/Wc//lC1k0O8nwdakJMXT1TbNBqsnYsDtd/PtLheSkxfPAtsVjujY5Looem2kg5zXPHq6lpLmXf79xBfExkWO6VvTXWDENZJpgHXDwi7dK2ZiXzrUrM8d8vVIQIWM3EdNApglP7K2krXeAb1y3HAnhi3YqRUQI37ZpINOAtt4BHn+3nO0r57B+fnpI97A7XUSFYCGmgUwDHn+3gn67k3/dvjTke3T320mNH7tfiGkgU5y23gGe3l/NLWtzWDjL+LR2JKaBnKc8sbcSm8NpaMXUHy6XorvfTpqPzbxgmAYyhemwDvL7/VXcdEH2mBbFRmKxOVAKswU533jqvUr67U4e2BZ66wHQ1GMDGOUrYgTTQKYofYMOnj5QzdXLMz27saHS0KVt0mWnxY/5WtNApijPH6mjq8/OZz6wYNz3qtcNJMc0kPMDp0vxxL5K1uamhbzu4U1DVz9REcKs5NgxX2sayBRk5+lmqtv7uG/rgpBWTUdS19nPnNQ4IiPMpfbzgif2VpA7Iz6kPRdfVLT1kp+RGNK1poFMMY7WdFJQ3cm9W/KJMuAMFAyXS1HeYg15kc00kCnGk/sqSYmL4sMbcoNXNkBTj41+uzPkdRTTQKYQrZYB3ihq4o4NuSTGhsfZr6xFc1Q2W5DzgB0Ftdidio9eNC9s93R7spstyDTH6VL86WANlyycOa5NuZGcaexhRmIMGUkxIV1vGsgU4e3iFuq7+vnY5vlhvW9RQw8rs1NCni6bBjJF+MOBamYnx3L1ivBMbQEGHS5Kmi2sykkN+R6mgUwBajv6eLuklTs35o6Kc7E7XfQPhibdUNJswe5UrMo2DWRa86dDNQhw56bRg9PP/eEo63+wM6T7FjV0A7AyOzTxGDAVhiYdh9PFc0fq2LZs9qjdVqUUb51pDvnep+q7SY6NYl6AwO5gmC3IJLO3tI1WywB3+FgYK2kee7C1N8dquliTm0ZECHswbkwDmWT+cqSWGYkxXLF09qhze0s1KYo1c8c+hrAOODjT2MOF89LG9XyTGd2fKyJ7ROS0rlH2Jb18hojsFJFS/d90vVxE5GFdb+ykiFzoda+79fqlInK3V/l6ETmlX/OwhGNrNIx0Wgd563QLt6zNJiZq9FfxXlkbAGtz08Z87xO1XbgUXDhOd4HJbEEcwFeVUivQtMk+LyIrgG8Au5RSi4Fd+t8A16FJOywGPgP8CjSDAr4DXIQW9P0dt1Hpde7zum77OfhchvnbyQYGnS5uXz931LlBh4u3S7QWZHYIroJHqjsBWDdvmhqIUqpRKXVUP7agaYPkMFyLbKRG2e91bbMDaEIzWcC1wE6lVIdSqhNNymq7fi5FKXVA1xH5vde9pgTPHaljRVYKK31MQ4/VdOLOWBuKL+mRmk6WZCaF5KjszZQYg+iSluvQlA4zlVKN+qkmwL1yNFYtshz9eGS5r/c/5xJUxU0WTtZ1+2w9APbp3QtAZsrYPMFcLsXR6s6weKNNuoGISBLwPPBlpVSP9zn9lz/hmZ8nQ4LquSO1REUIt6zN9nl+b+mQgYzV2fhMUw89Ngcb5geWpjLCZKscRqMZxx+VUn/Vi5v17gH93xa9fKxaZPX68cjyScfpUrx4vIFty2YzM2l069Ddb+dkXZfHRTA7dWwGsr+8HYBLFs0c97NO5ixG0GSlziilfuZ1yluLbKRG2Sf02cxmoFvvit4ArhGRdH1weg3whn6uR0Q26+/1Ca97TSr7y9tptQxw2zrfqpz7y9txKViQkciMxJgxa4HsL28nPyORrDEali8mcyV1C/Bx4JSulQrwTeBHwA4R+RRQDXxYP/cqcD2aUG4f8EkApVSHiHwfTbQO4HtKqQ79+H7gt0A88Jr+mnRePlFPUmwUVywbvfYB2vQ2ISaS2SmxxEaP7TfscLo4WNnBTWt8d11jZTI1yvbhX/TmSh/1FfB5P/d6EnjSR3kBsGocjxl2BhxOXits4poVmcRF+24ZDlS0szFvBo3d/eTNHJuzcWFDD70DDi5ZOP7uBabAIPUfjXdL2rDYHNzkZ3Da3jtAaUsvm/JnUN/ZP+YB6vvl2uB28wLTQKYlL59oID0hmksXZfg8f6hS6x1XZKVgHXSOORruvbI2lmQmhRQk5QvTQM4hfYMO3jrdzPWrs/zqmx6s7CAuOoKZuovgWFqQ3gEHhyo7uNzHvk6omAZyDtl5upl+u5ObAwwgD1Z2sH5+Oq2WAQCy04yvor5f1obdqbh8afjWckwDOYf87UQDWalxbPSjrd7dZ+dsUw8X5c/0ROSPpYt5u6SVxJjIsCyQuTEN5BzR3W/nnZJWblid5dc/41BVB0rBRfkzqO+yER0pZPhYSPOFUop3ilvZsijD585wqJgGco7YfbYZu1NxwwVZfuscqmwnJiqCNblpNHT1k5Ua79eYrAMO3ilpZefpZlot2synvqvf79pKqJguh+eI1041MScljjVz0/zWKajuZM3cVOKiI2no6vc5/rDZnTy6u4wn9lVgs7sAiIwQXPrWbzjHH2AayDmhb1D7td+1aZ7fFmHQ4aKooYe7L9biYhq6+tk8YrGr1TLAfb8v4HhtFzevyebDG3KJj4lgx+E6ni3QNrTnhOAaEAjTQM4Bbxe3MuBwce3KOX7rnGnsYdDhYm1uOg6ni6Ye27ABaqd1kI89cZCajj4e+9h6tq8autfSOSkeA3n+aL1fF4JQMMcg54DXC5uYkRjDxjz//hnH9XRha+el0WwZwKXwbLY5XYrP/+kole1Wnrh7wzDjANhbMuTD8uPXz4YcR+ML00AmmAGHk91nW7h6eWZAvY/jtV3MSo4lOzWO2o4+AHJnaAbyi7dKeL+8nR/cuootPlZg3yhqIj0hmj/ddxEtlgGePxpahktfmAYywbxX1kbvgIPtq/13L6AZyNrcNETEkzosNz2BAxXtPLqnjDvWz/WpGTLocLHrbAtXLc/k4gUzWZ6VwjOHa8L2/KaBTDCvFzaRHBsVcHe1q2+Qyjarx3u9tqMPEchIjuWbL5xibno837vF96b0gYp2LDYH166cg4hw69psCut7PAtt48U0kAnE4XSx83Qz25bPJjbKv9PPiTotRHKdbiB1nf3MSYnjN3srqWi18v1bVvl1Gnq9qImEmEguXax1Pdv0dZC3i8PjW2sayARSUN1JZ5+d7QFmL+AVQ6tH4dd29hEhwi/fLuPGC7L8br65XIqdp5u5fOksj2/JotlJ5KTF826JaSBTnt1nW4iOFLYuCbx4dabRQk5avCdEob6z3yN++83rl/u97lhtJ62WgWHTZxFh3bw0TtV3h+ETmAYyoew608zmBTNJCqI3drqhm+VZWgS+3enyGMfdF88PuN3/RlEz0ZEyanl9ZXYq9V39dPUNjvMTmAYyYVS1WSlvtXrGBP6w2Z1UtllZkaXpsTd22Tzn7r/cv4i/Uoo3ipq4ZGEGKXHDg6Pccg+nG3p8XTomTAOZIHaf1aI1ghlIcZMFl8LTgrjlHi7Kn0F6on9dsTONFqrb+3yuzi6Ypfmx1ujrKePBNJAJYvfZFhbNTmJ+EKfjM43ar9xtIN975TQA/3bDioDXvXKygcgI4RofasyZKXFECDR023xcOTZMA5kALDY7ByvbudLA1vuZxh4SYyKZNyPBs4IKsDzLfwoQpRSvnGzkkoUzffqLREdGMDs5LixrIaaBTAD7SjXXv2DdC0BpSy+LMpOJiBCe2FsBQFSEBFyWP1nXTU1HHzdd4N91MSstjiazBZma7DrbQkpclKHg6YpWKwtnJWKx2XnuiLaHsiHAph5orovRkRJwdzg1PhpLCKnYR2IaSJhxuRR7zrZw+dLZQcX4ewccNPXYWDgriReP1WPVd2HnpvvXFHO5FH8/1cgHFs8iNUCSwqTYKCwDjtA+hBemgYSZU/XdtFsHDXUvla1WQIvBffpANUv11GO5AQzkSE0njd22oKGVyXFR9NqmuYGIyJMi0iIihV5l01qCyq0rtnWx78AobyraNJG6NusgJc29bFuuGdXcdP+LY3870UBsVARXBRHcTYyJovc8aEF+y2hZqGktQfVuaRurclJ8yjqMpLyllwiBd0taiYoQjtVoslEZfqLiHE4Xr55qZNuy2UFXZyMjBYdr/NIqk2ogSql3gY4RxdNWgqp3wMHR6k62LjbmOFzeZiUuOpKdp5txuBQHKrT/iodePYNSo7/cg5UdtPUOGorcjxAJi/ROQAPRm/tgr7TxP8Ywpq0E1YHydhwuZah7Aa0F6fNyD1yhL5adbbJ4RGC8efFYPYkxkT4lM0ci4PF0Hw/BnJYb9FegvjsSCF+CEy+UUkpEzokEFfA4wIYNG0J+v72lrcRHRxqa3iqlqGq3ev7+f9uXUtTQQ4d1EIvNzt9ONnCJl3th/6AmG3Hd6ixDgjJhakCCGsgZpdS6wA8ix8LwHN40i0iWUqpxDBJUl48of5tJkKDaW9rG5gUzAjoHuWnrHfTEtQB8+tIFfOhX77M4M4mEmEjeH9GC7DzTTO+Agw/6USUaiUvBOASWPQQbg1xs4B5G6oyFaSlBVdvRR0Wb1fD4o65zaFn9q1cvITpSqGq3kp+RyOqcVKrb+4YtdP31aB1ZqXGGdT/6B51+BWrGQkADUUrZAERkoYjE6seXi8gX3WMPd51QEJE/A/uBpSJSp8tO/Qi4WkRKgav0v0GToKpAk6D6NZq8FLrclFuC6jCjJaie0K8pZwIlqNyylR9YYmz84d293LMlj84+Oxabg/kzEz26qWcaLYAWMLW3tI1b1+UY1l0fcITHQIwGTj0PbBCRRWh99UvAn9A0w0JGKXWXn1PTToJqb2krWalxhtOJ/X5/NaCFTSbHRXNUn+LmzUxgyRxtwayk2cKm/Bm8fKIBp0v57F4cTheHKjs4UNHOibpuWiwDCHC6sSfkNGTeGDUQl1LKISK3AY8opR6ZgLHHtMXpUuwrbfN4lhvhWE0XAP9z51oAqvUWZf7MRLJT40iKjaKkWWtBXjhWx6qcFBZnDu3wtlhsPPVeFX8pqKWtd5AI0SLsctLisDsVNGrjnPFi1EDsInIX2pjgJr1sfBrP5xFnGjXhWl9BTb6w2Yemtu4pa1WbFuqQOyMeEWFxZhIlzRZKmi0U1vfw7RtXeK795Z4y/u/dChxOF1evyOS2dTlsXTzLk0pVKUX+g6+G5bMZNZBPAp8FfqiUqhSRfODpsDzBecCBCm3GYXQA+XZxi+fY/aVWtVvJTo33zICWZibzRlETfz1aT2SEcPPabI7VdPLFZ45R29HPLWuz+fJVS3ymXC/QhfzDgVEDuVop9UX3H7qRjN/Z4DzhQEUHeTMTmJNqLLL++aOjZ9tV7X3kZQxt0i2dk8wzh2t57J1yrlg6i9cKm/je34rITInjz/dt5mI/gVhKKX72ZgkA1weJ5jOC0aX2u32U3TPudz8PcLoUhyrbuSjfWOthszvZeVrzO73Yq8WpbrcO00S9ctnQZlxFm5V/f7GQSxdl8MoDl/o1DoC3zrSwX2/Rxirh7YuALYg+7vgokC8iL3udSmb0Hso/JGd14fzNC43pgr3jFdC0VZ8Sd/UN0tVnH2Yg82YOtSbV7X3ctSmXH966OuA01+508dCrZ5ibHk9dZ39Ap2ejBOti3gcagQzgp17lFuDkuN/9PMC9wWa0BXn1VKPneL2e7Ke6XVs0m+9lFFavrfrb1uXwn7etDjpD+sOBairarHzvlpV8+6UiZk60gSilqtH00sO9WnrecLCinXkzEgzpmQ44nOw6MzRAdet/uBfN8rwGnA/8+ZheJ46f3rEmqHG09w7w850lbF2c4fGQzxqjCK8vDI1BROSDujNOt4j0iIhFRMYflTPNcbkUh6o62LzAWPdyoKJjmBPPbD1RkLsFcacvLWvp9cTV7Pna5YZWT3+6swTroJNv37jC46ycZXDQHAijg9QfAzcrpVKVUilKqWSlVOjZes8TipstdPXZDXcvu840E+eVvcG9FF7VZiUrNY646EgGHE5ufnQfAPdckmdoubyooZs/H6rhExfPZ3FmssdAjM6qAmHUQJqVUmfG/W7nGe71j4sMtCBKKXadaeHSRaM386rarZ7xx09eL/b4iHzu8oWG7vsfL58mPSGGL1+1BIDGbhuJMZEkB/E6M4JRAykQkWdF5C69u/mgiHxw3O8+zTlY0cHc9PiAXuhuzjZZqO/q56rlo519qtv7yM9I5ERtF0/sqwS0kE0jyQxfOdnIoaoOvnbNUo86QGN3P3NS4wwv+wfCqImloCXxucarTAF/9V39/EcpxZGaTrYYzMuyS4+5Hent3t1vp906yNz0BL75wilP+Yc3BFcq7B908tCrZ1iZncJHNg65yjR228KSbQoMGohS6pNhebfziPquflotA4YTF+8628KauamjcuCWt2qe7fvL2ynSo/FnJMawbVlgr3WAX71TTkO3jV/cuc6T3w40jdXLgmiSGMWQgYjIU/jwYFNK3RuWp5iGHNV3Yy80kLi4rXeA47VdfOWqJTicrmHnyls0A9lXpnnDFzdZuHVtTlC99ZYeG4+/W84NF2SxKX9oDGQdcNBiGRg2ZR4PRruYV7yO44Db0HxV/2E5VtNJXHQES+f4D7J283ZxK0pp3YtlRDBTmd6CgOa0XFjfw4c3Bu9efv5WKU6X4uvXLhtW7llTGWMqM38Y7WKe9/5b9wTbF5YnmKYcrenigrlpfhMDebO3tJWMpFhWZKWM0uzYp+fH/eC6HE7WdbM6J5VlcwKvIJS19LKjoJaPb54/bEkeNLcBwOcubyiEGhezGAhvWoFphM3u5HRDt6HuxaU7E21dnEFEhNAzIqDaPe64ZuUczjZZDA1Of/z6WeKjI3lg22gFoqFV2eAzKyMYHYNY0MYgov/bBHw9LE8wDSms78buVKyblxa07unGHtqtg55YmZ7+oS6m3Kt72V/eRkxUBDevCey1XlDVwZunm/nq1Ut8Ru9VtFrJTIklISY8MvxGu5jgHe0/EMfGMEB1p1h3JzHs7h9qQW559D0APn/FQv5woIbtK+cEjNhXSvHQa2eZnRzLp7bm+6xTNcJtYLwYNjMRuRn4gP7n20qpVwLVP585WtNJ7ox4Q5kl95W1smxOsmd6693FuPdlHE5Fd7+dO4J0LztPN3OkupP/vG213xaiqs3K1UECu8eC0c26HwFfAk7rry+JyH+G7SmmEUopjtZ0Gmo9+gedHK7s5ANeaxLeLYibw1Ud5KTFc8lC/z6tSin+Z1cp+RmJfscpndZB2q2DHhG7cGC0BbkeWKuUcgGIyO+AY2ip1P+haOqx0dwz4JHNDsTBynYGna5hOXJ7fBjIsdouvrhtccD41j3FLRQ19PCT2y/wK0xTrHvBLw0yCxoLY5nFpHkdp4btCaYZp3Rd9QsMGMh7ZdrA03sha+QsBkAp+J9dpSz45qt8+ZnR0SRKKR7eVcbc9HhuDRB6WdykGcgyA2szRjFqIA8Bx0Tkt3rrcQT4YdieYhpRWN9NhMByA7/SAxUdXDgvbdiWfXd/YFGXF4+PXn98r6yd47VdfO7yhQHXXc42WUhLiGZ2mLJug0EDUUr9GdiMtjn3PHCxUurZsD3FNKKwoYdFs5OCRtj32OwUNXSP8hVxKxD54yv6lr03D+8uZU5KXNBUY8VNPSzNTA7LLq4bo4PU24A+pdTLSqmXAZuI3Bq2p5hARGS7iBTrMlTfCH5FYArru1mVE7yHLajqwKVGx8p09flWHvyEnszwuhGhCgcr2jlU2cE/X7YgoGqAUoqS5t6wdi9gvIv5jlLKkz5AKdWFJvs0pRGRSOCXaPJVK4C7RCSwhHEAWnpstFgGWJUd3EAOVHQQExkxbDHN1wzmymWzyUiK9cTqjhzEPrqnjIykGO7aFFiCpa6zn94BhyeuN1wYNRBf9aZDxsxNQJlSqkIpNQg8gyZlFRKFel4XIy3IgYp21o4Yf7x8YvT44qvXLOW7Nw/Z7LKsobHNsZpO9pa2cd/WBUFdD91xvJPVghSIyM90GYiFIvIztIHqVMefPNUwjEpQFdb3IAIrsgMPUC02O4X13WzOH+6KuONw7ai6K7JTuGH1UDZub3G6R3eXkZYQzcc2zw/4fjCU2WFJ5uQYyAPAIPAs2q/Qhh8phumIUupxpdQGpdSGWbP8O9oU1neTn5EYVGGwoKoTl4KLvMYfpxt6RiX5iddbBRHhk1vyhikCFdZ3s+tsC5/aku+J3w3EqfpuFsxKJDkuvDH1RvdirAzJUU4n/MlWhcSZpp6AqdXdHKhsJzpShq227igY3Xp87dqlgBYR905xqyepIcAv95SRHBfF3VvyDD3bqfruYest4SKYyuF3g93ASJ1J5DCwWETyRSQGuBNNymrMWAcc1Hb0e9SQA3G0upOV2ameqfCAw8mLx+tHjQ825qWjlOIbz5+ios3KZy/TvNhLmi28VtjEPZfkjUoW5ItWywCN3TZWGxgbjZVgLcingwRICdp/+nfD9kRhRBe9+QKajlkk8KRSqiiUe5V4lrEDG8igw8XJum7+6aKhccPuMy109dn5xMV5nNVXOwEWz07mv98s5vmjdXz5qsVco4vz/3JPGQkxkdy7xfeO7UgK9a5rMgzk12iB2sHqTFmUUq+i6ZuNi6Fl7MAD1DONPQw4XFw4P81T9tLxBjKSYrnA6wvMSYvnuSO1/HJPOXdtyuVLVy4GoLLNyt9ONHDf1gWGg69P1nUjMpQ1M5wEi839j7C/4zTlbJOFhJjIgDrqgEdrzK2V2mOzs7u4hY9umsfpxqHGuL6rn2+/XMRVyzP5/i2rPKuf/7unjOjICD69dYHhZztV380CA4PnUJhsrfZpQ0mzhcV64p9AHK3pIis1zhOX8mZRM4MOFzetyfYkDHKzLjeNR+5a59mdre3o44Vj9dy1aZ4hXxM3p+q7JqR7AdNADFPcZGGZwQGq9+zl5RMNzE2PZ83cVHpGeLT/5u6Nw/Z0HnunnAgR/vky461Hi+5+YGTxLhRMAzFAq2WAdutg0GXs5h4b9V39nuX19t4B3itr46Y12R7XQzdP3bNx2BijqdvGXwrquH3D3DFFxbm7NKMBXGMlmMLQtwOcVkqp74f5eaYkZXpw05LMwBqoR6uHf1lvnWnG6VLcdEE2P/j76WF1Lx0h+P9/75bjVIrPXRY8YNubI9WdxERFeHLlhptgoxqrj7IE4NPATDSF4/Med+KfBUFEco/WdBITOfRlvVPSypyUOFITokdpr3v7dbRaBvjzoRpuW5dD7oyxhSscrdHGH0b04UMh2CzGIzslIslofqn3oi23/9TfdecbFa1W4qIjyAoSbX+0potVOSnERkV6xHWvWpHJlh/tHlZvpDTUE/sqGHS4uN+A3IM3Aw4np+q6ucfgamsoBB2D6DlhfoCmSRYFXKiU+rpSqiXIpecNFa295M1MDDiDcThdFDV0s0ZfLi9tsdBjc/DisdEr+95e553WQf6wv5obL8gO2kKNpLC+h0GniwsNxOeESrCl9p+gLVdbgNVKqe/qWZ3+oahsswbVYK9os2KzuzzTzQ6rJoPtzgr20AdXe+p6Z8t+6r1KrINOvuAjSi4Y7hRmRjzsQyVYC/JVIBv4N6BB1yf7h9IoG3S4qO3sDxpK4HZmdhvIutx0PrZ5HvHRkcRHRw5rNdxuiD02O0+9X8X2lXNC2qY/Ut3J3PT4UZIS4SRYOpAIpVS8W5PM6/UPo1FW02HF6VLBDaS+m/joSE83ER8TyYPXLSdC4IYLsuj3Sj3m3r7//ftVWGyOkFoPd3yOkexW48FcBwlCuSe3beAupqihmxXZKcOEXF491Yh10MlHNubS2jswrL51wMFv9lWybdnskBa5ajv6ae4ZMA1ksqn2oWE6EqdLUdTQw6oRaxE7CmpZkJHIhvnpVLQOXzH448FqOvvsIbUeoPmcgPEEAqFiGkgQ6jr7SYmL8gjE+aKyzUrfoHNYS1De2svhqk7u2JCLiPCarrCcn5GIze7k8XcruXRRRsgDzAMV7cxIjGHx7LHNfMaKaSBBqO3oC7p45fbH8DaQHQW1REYIH1qvucDu0oVx79yYyzOHamjrHfCp72GUgxUdXJQ/I6wxML4wDSQItZ39Qbf4C+u7iY2K8Pya7U4Xzx+p54qls5mdPHyGsSY3jcfeqWBT3oxhPqtjeqaOPuq7+rloAlwMR2IaSACUUtR19pEbRAe1sKGbZVkpnm37PWdbaOsdGCZN6WZ/eTtNPTYeuHIcrUelnkBggscfYBpIQFp7B7DZXQG7GKUUZ5ssnqzZADsK6shIiuXypZqHvPcU97kjdazJTRsW8T9WDla0k5YQbcg/dryYBhKA2o5+QMsj549WywBdfXaW6ju9LT029hS38KH1OZ4NudONQ+EO9V39fHHbonGNHQ5WdrApb4bhFKnjwTSQALiTHwfqYtxOyG5fkeeP1uN0KT68Yah7OVE7ZCArslJGqS2Phfqufmo6+s5J9wKmgQSk0Z1WI0DeFY+3e2YySin+UlDLxrz0YXs3hyqHknM9MM7W4z3d8WjLItNAJp2mbhtJsVEBnYGLmyxkJMUyMymWw1WdVLRZh7UeAK8XNXmOr105vkSDe8vamJUce07GH2AaSEBaLDYyUwI7D5c0W1g6R2stdhTUkhgTyQ0XDMXaekf037slf1zjBpdL8V5ZG1sXZUz4+ocb00AC0NwzEDAlh8ulaXIszUzBYrPz95ON3LQme5gCoXuXF+Cb1y/zdRvDnG7socM6OMpdcSIxDSQATd22gAZS29lHv93J0jlJvHKykX67kw+PWPt4eHcpoBmHP/E5o4zUXD0XmAbiB6WU3sX4NxB3tN2SzGSePVzL4tlJw9QPlVKeAeonDYZRBmJv6XDN1XPBpBiIiNwhIkUi4hKRDSPOPajLRRWLyLVe5T6lpPTA7IN6+bN6kDYiEqv/XaafzxvLM3ZYB7E7VcAxSKnu7a6A47VdfGRj7rCxgXeogxHR/0D0DzopqOo8p60HTF4LUgh8EHjXu1CXh7oTWAlsB/5XRCKDSEn9F/BzpdQioBP4lF7+KaBTL/+5Xs8wLRbNf2PkXoo3lW2aLvrfTzYSFSHc5iVRqZTiOy9rceL/qss8jAe35urWMCUKMsqkGIhS6oxSqtjHqVuAZ5RSA0qpSqAMTUbKp5SUaD/XbcBz+vW/A271utfv9OPngCtlDEN/t0/pzCT/AdSVbVbmpifwwrF6rlqeOUxcf395O5Vtmg9IOJx63ilp1TRX8yZ+g86bqTYG8ScZ5a98JtCllHKMKB92L/18t15/FL4kqDr7NAOZESDCvrLNSkVrLx3WwVEbc/+zq9RzPN6wSKUUu8+2cMnCmUHlN8PNhBmIiLwlIoU+XiGLyE0UviSoOvUWJM1P9oWuvkE6rIN09tmZkxI3TI/9QEW7Z8d1RVbKuKPuK9qsVLf3jWuJPlQmTKlQKXVVCJcFkozyVd4OpIlIlN5KeNd336tORKLQ5MOHh7cFoFPXM01P8N2CVLQNuRDevn7uMF/Uh3eVMjMxhu5+e1i6lz26s9EVS8+9gUy1LuZl4E59BpKPltnqEH6kpJRSCtgD3K5ffzfwkte97taPbwd26/UN0WEdJDk2yu/so9LLx9Q7jcfhqg7eL2/nsqWzcLhUWAxk15kWlmYmjzksMxxM1jT3NhGpAy4G/i4ibwDo8lA70FKOvA58Xinl1FsHt5TUGWCHl5TU14F/EZEytDHGb/Ty3wAz9fJ/YYwifF19gwEVftzxuuvmpTHfK4HPw7tKyUiK8Wi5jzeoqcdm53BVB1dMQvcCkySGq5R6AXjBz7kf4iNRgD8pKaVUBdosZ2S5Dbgj1Gfs6LOTHiD704vHNFHcj3htzB3VhW8fvG4Zpxt7yEiKDehLYoS9JW04XIorfWTsPhdMtS5mymCx2UkJ4Mle36U5E13nJYL7yK5S0nXhWy2oKW3cm2q7zjaTlhBtKD/NRGAaiB/6Bpwk+kn7ZfdKjuwOhzhZ18We4lY+vXUBfYNOqtv7xj3+cLoU7xS3ctmSWePexwkV00D8YB10kBDre83hVT3GZYOXATy8q5TU+Gg+cfH8IdWfcY4/Dld10G4d5JoV4/MhGQ+mgfihb9B/C/Lo7jIAPnqRloGhsL6bt8608KlL80mOi+ZodSfRkTLuBbLXC5uIjYrwOD9PBqaB+ME64LsF6e63ezbp3LOXR3aXarLZl+QB2mB1VU5q0AwNgVBK8UZREx9YMsuQVvtEYRqIDxxOFwMOl88WxN29AOSmx3OmsYc3ipq5d0s+qfHR2OxOTtR1D+t+QuFEXTeN3Ta2j9NFcbyYBuKDPrsWx5LgY9/jhaPaQm1MZAQZSbH8fGcJybFRHtnsYzVdDDpc4w6qfr2wiagImbTprRvTQHwwYNdmKbFRw/97ajv6OFSl7bFkp8VR1NDDm6eb+dTWfE/G7AMV7UQIbBjHrqtSitcLG7l44UzS/Cz1nytMA/GBU9eNGjm1dOuNZafGkZkSxy/eKiE1Ppp7Lx3yFjtQ0c7K7NSAagDBKG62UNXex/ZVk9u9gGkgPnG4tBYk0muRSynFC8fq2ZQ/g9joSOq7+tl1toXPfGCBJ2WHze7kWG0XmxeMz2fjtVNNiBDWFOuhYhqID3T7GLZDe7y2i4o2Kx+6MIc2ywB1nf2kJ0R7Zi4QnvGHUoq/nWhgc/7MgN5s5wrTQHzgaUG8DOSFY/XERkWwbVkmlgHNP+mzly0c5usRjvHHqfpuKtqs3LI2O+R7hBPTQHzg0r0C3AZid7p45WQjVy3PZNBrmf3jFw9PNrg/DOOPl443EB0pXLcqK3jlc4BpID5wuIYbyPvl7XRYB7l5bTavntTWQS5eMHNYgJTFZudodSdbxuF17nRp3cvlS2d7ZkWTzXTIfXvOidINwz2beeVEA8mxUVy2ZBbL/v11AL6oZ4hy815ZOw6XGtey+MGKdlosA9y6dlTm1knDbEF84PYisztdDDpcvFHUxNUrMjlSPSQyPTLhzzslLSTHRo1rB/el4w0kxkRO+uKYN6aB+MC9/uFwKvaWttJjc3Djmix+trPEU8d7cKqU4u3iVrYsygg5QGrA4eTVwkauXTVnXHs44cY0EB9ER2pdzKA+OE2Nj8bl0qSv82ZqfqGJXht5Jc29NHbbuGJZ6N3LztPNWGyOKdW9gGkgPonRW4HeAQc7TzezfeUcHtlTRk5avEfawXuAuqdY8zq/bEnoXcOzh2vJSYsf1yB3IjANxAfuLmbn6WZ6BxzERkdworbLo2saFSHD1kjeKGpiZXYKc1JDW9iq7ehjb2kbH96QO+y+UwHTQHwQr48BjlR3kpYQzb6yNhZkJHL7ei28wTt2orajj2M1Xdx4QegLWzsKahEZHj4xVTANxAeREeLZye0bdFLRauVr1y4lKjICQfAOr/m77h9y4wWhLWw5nC7+UlDHZUtmkR1AC22yMA3EDwMObcV00KElCbpO31mNiBBcSlMXUkrx4rF61uamhRzU9G5pK009Nu7cOC9szx5OTAMxwNe3L/OEL7iX0Xtsdg5VdnC2yTKuruGZQ7VkJMVMqbUPb0wDCcLWxRnDNMEydDmI5p4BfrOvkrSEaD64LjQDcbsM3L4+d9wCMxPF1HyqScY6MJQh+zs3rRx2bpkeUvl/75bz5ulmPr55fsiSDL/fXwWM3vSbSpgG4oMYL1fDRSPysSyancS8GQn89Wg9eTMT+NwYU5m66Rt08OeDNVy7MpOcKTg4dTNZwds/EZGzInJSRF4QkTSvc5OuURYdGcGD12mSlRabfdi5yAjhyXs28NWrl/Cn+zYPWzAbC389Wk+PzeFxdp6qTFYLshNYpZS6ACgBHoSppVHmlt92y3F7s2h2Mg9cuTjkaanLpXjqvUpW56ROeM658TJZGmVveslGHUATfoEppFGWra+KuoO0w8mbp5spb7Xy6a3550wxOVSmwhjkXuA1/XjKaJTl6Fmm6jrDayBKKR7dU0rezARuWD01vMYCMakaZSLyLcAB/HGinsMIvjTK5qTEkRQbRamezSFcvF3SSmF9D/dfvmjSIvbHwqRplInIPcCNwJVe0lBTRqNMRFg6J9mTDyYcKKV4dLe2K3zruqm1re+PyZrFbAf+H3CzUqrP69SU0SgDWDonmeImC2O8zC9vl7RypLqTz162YNhUeiozWU/5KJAM7BSR4yLyGEwtjTKAZXOS6e63+5zJjBWnS/GjV88yf2YCH5mi+y6+mCyNMr8pH6eKRhnAal3f43ht17h3Wp8/Ukdxs4VffvTCadN6wNSYxUxZVuWkEh8dycEKw0MXn/QNOvjpzmLW5qZx/erJj7cdC6aBBCA6MoL189N5v3x8BvKLt0pp7hngWzcsn/LrHiMxDSQIVyybTWlLL1VeyspjobC+myf2VnDnxlw2nmMh/nBgGkgQrtEj7N/wSkxoFIfTxTf+epIZibE8eN3ycD/aOcE0kCDkzkhgbW4aOwpqxzzdfXhXKYX1PfzHzSunTCjlWDENxAD/dNE8ylut7B/DWGRfaRuP7Cnj9vVzh2XBnG6YBmKAm9ZkMzs5lp/tLDHUipS1WLj/j0dYNCuJ792yMmj9qYxpIAaIi47kgSsXU1DdyYvH6wPWrW63cveTh4mJiuDJezaG7C8yVTANxCAf3TSPDfPT+faLRRQ1dPusc6ymkzse24910MFvP7lpUtJ3hBvTQAwSGSH84s61JMdF8dFfH+Sl4/U4dDGZlh4bD712hjse2090ZATPfubicassTxUkXBtR5wsbNmxQBQUFfs/XtPfxhT8f5WRdN8mxUSTFRdHYbUMEbluXw3duWjkuhaFzhYgcUUptCFZveneQk8C8mQm8cP8Wdp5u5r2yNvoGnSycnci1K+ewcFZS8BtMM0wDCYHICGH7qjlTQsd0ojHHICYBMQ3EJCCmgZgExDQQk4CYBmISENNATAJiGohJQEwDMQmIudQ+AhFpBapDuDQDaBvn24fjHkbvM18pFVTY1TSQMCEiBUb2Nib6HuG8D5hdjEkQTAMxCYhpIOHj8Slyj3DexxyDmATGbEFMAmIaiElATAMxgIh8V0TqdamK4yJyvde5cKky+qzvdV2ViJzS379AL5shIjtFpFT/N10vFxF5WL/XSRG50Os+d+v1S0Xk7pHvMwqllPkK8gK+C3zNR/kK4AQQC+QD5UCk/ioHFgAxep0V+jU7gDv148eAzwWq7/VeVUDGiLIfA9/Qj78B/Jd+fD2a7psAm4GDevkMoEL/N10/Tg/02c0WZHyES5XRZ32D7+9Wchyp8Ph7pXEATaYrC7gW2KmU6lBKdaLJkW4P9AamgRjnC3pz/aS7KSd8qoz+6nujgDdF5IiIfEYvy1RKNerHTYA7l/tYn8svptOyjoi8BfjyQv4W8Cvg+2hf0veBn6LJd55LLlVK1YvIbDTprrPeJ5VSSkTCvmZhGoiOCqLK6EZEfg28ov8ZLlXGQPdxP1+9/m+LiLyA1i01i0iWUqpR70JagjxXPXD5iPK3A37gyR4ATocXkOV1/BW0cQdokuHeg9QKtAFnlH6cz9Cgc6V+zV8YPki9P1B9vV4ikOx1/D7a2OEnDB+k/lg/voHhg9RDXoPUSrQBarp+PCPgZ5/s//zp8AKeBk4BJ9HkNb0N5ltoM5Bi4Dqv8uvRdOjLgW95lS9Ak/Ys040lNlB9r2tO6K8i93m0Mc0uoBR4y/1l64bxS/1ep4ANXve6V3/vMuCTwT67udRuEhBzFmMSENNATAJiGohJQEwDMQmIaSAmATENxCQgpoEEQERu89rid79cInLdiHp5ItIvIsfP4bN9WUQCiqCJljyySUS+FvL7mOsgxtE3yf4JuEIp5fIqzwNeUUqtOofPUoW2ABYw/kVEvgv0KqX+O5T3MVsQg4jIEuDbwMe9jSNA/U/ou78nRORpvSxPRHbr5btEZJ5e/lsRud3r2l7938tF5G0ReU60NLJ/1J2BvghkA3tEZI9omUF/K1rKt1Mi8pVwfW5zs84AIhIN/An4qlKqxkD9lcC/AZcopdpExK3i/wjwO6XU70TkXuBhhnw4/LEObc+nAXgP2KKUelhE/gWtJWsTkfVAjrsFE688xOPFbEGM8X2gSCn1rMH624C/uJt/pVSHXn4xmqGBtr9zqYF7HVJK1emt1nEgz0edCmCBiDwiWrq3HoPPGRTTQIIgIpcDH0JLiTZRONC/CxGJQNvRdTPgdezER6uvNO+wNWhb958FngjXg5kGEgDdc+wp4BNKqbGkv9wN3CEiM/X7uLuY99ESMoI22N2rH1cB6/XjmwEjQqsWtLx/iEgGEKGUeh6ta7sw0IVjwRyDBOazwGzgVzI8U9RDgbobpVSRiPwQeEdEnMAx4B7gAeApEflXoBX4pH7Jr4GXROQEWjJHI9mLHgdeF5EG4Mv6fd0/+AeNfbzgmNPcMDAZ01yjmNPcqYETSD2XC2VGEJGfAB/DWIvk+x5mC2ISCLMFMQmIaSAmATENxCQgpoGYBOT/A9BJu7uc2J0+AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(trdata_BHZ,trdata_BHN)\n", "plt.xlabel(\"Z [counts]\")\n", "plt.ylabel(\"N [counts]\")\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "markdown", "id": "37654ac1", "metadata": {}, "source": [ "#### Mengeplot untuk Z-E" ] }, { "cell_type": "code", "execution_count": 160, "id": "3f77349f", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIsAAAEGCAYAAABVQGZNAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAAsTAAALEwEAmpwYAAA3eElEQVR4nO2dd3hc1bW33zVFvffebLl3y90GAwZjiumEkhgCuUCA3JBc0hu5SW5IIMl34SaUEIgBJxB6xxgMGPeGe++2mmXJ6nVG+/vjnJFH8pQzo5ElO+d9nvPoaJ86mqVd1/otUUphYmIES3+/gMnZg2ksJoYxjcXEMKaxmBjGNBYTw9j6+wUGGikpKaqgoKC/X+OMsmHDhhNKqVR/55nG0oOCggLWr1/f369xRhGRw0bOM5shE8OYxmJiGNNYTAxjGouJYUxjMTGMaSwmhjGNxcQw5jyLD748cpKV+6spSI5mzog0wm3W/n6lfsU0Fi98uus4dyxch8vdJzshkt9dN4aZxSn9+2L9iNkMeeGJz/dTkBzNlz+7mIV3TCbcZuGrf1vDU5/v59/VYcw0Fg8opdhZXs+s4hQSo8M4f0gq7397FpePyeS3H+zitx/s+rc0GLMZ8oBS0NDqIDEqrKsswm7l8ZvGkxwdxtPLDhATbuM/Lyrux7c885jG4gGLRQizWmh1OE8rf+jKkTS2Ofjjkj2kxIRzy5S8fnrLM49pLF5Ijw+nrLb1tHKLRfjddWOoaWrn529tozg9hkkFSf3whmces8/ihUGpMew73ujxmN1q4X9vGk9uUhTffHEj5XUtZ/jt+gfTWLwwODWGA1WNOJydHo/HR9r564KJtLQ7+PY/N+HsPPc7vKaxeGFsbgJtjk52lNd7PWdwWiy/vmYUaw/V8OdP953Bt+sfTGPxwpQirR+y+kC1z/OuGZ/D1eOy+N9P9rLhcM2ZeLV+wzQWL6TFRjAoNZrVB/wbwH9fPYrM+AgefGULrR1Ov+efrfSbsYhIroh8KiI7RGS7iHxbL08SkSUislf/maiXi4g8JiL7RGSLiExwu9dt+vl7ReQ2t/KJIrJVv+YxEZFA3nH6oBRWH6j2awBxEXZ+d90YDp5o4k9L9gT0dzib6M+axQH8l1JqBDAVuE9ERgA/BD5RShUDn+i/A8wDivXtLuAJ0IwL+AUwBZgM/MJlYPo5/+F23aWBvODFI9JpbneyfO8Jv+fOGJzCTZNy+esXB9h8tDaQx5w19JuxKKXKlVIb9f0GYCeQDVwFLNRPWwhcre9fBTyvNFYDCSKSCcwFliilapRSJ4ElwKX6sTil1Gqlzc0/73YvQ0wtSiYuwsaH2ysMnf/jy4eTFhvBD17b4nUUdTYzIPosIlIAjAfWAOlKqXL9UAWQru9nA0fdLjuml/kqP+ah3NPz7xKR9SKyvqqqqqs8zGbhouHpfLyz0tCXHxdh56H5I9hV0cCLqw1FV5xV9LuxiEgM8BrwgFKq2zhVrxH6fAJDKfW0UqpEKVWSmto91mruyHRqmztYe9DYSGfuyAxmFafwxyV7ONHY1hev22/0q7GIiB3NUBYppV7Xiyv1JgT953G9vBTIdbs8Ry/zVZ7joTwgzhuSSoTdwrtby/2frL0zv7hyJM3tTh75cHegjxvQ9OdoSIC/ATuVUn90O/Q24BrR3Aa85Va+QB8VTQXq9OZqMXCJiCTqHdtLgMX6sXoRmao/a4HbvQwTFWbj0pEZvLu5jDaHsWHx4LQY7phZyL82HD2nOrv9WbPMAL4GXCgim/TtMuBh4GIR2QvM0X8HeB84AOwD/grcC6CUqgF+BazTt//Wy9DPeUa/Zj/wQTAveu2EHOpbHSzdedz/yTrfunAwqTHh/Pzt7XSeK0sBSilzc9smTpyoeuJwdqpJv16i7vz7utOO+eKV9UdV/g/eVe9sLg3oujMNsF4Z+Nv0ewf3bMBqEa4Zn81nu49THUCn9Zrx2QxNj+XRxbvpOAeG0qaxGOTaCTk4OhVvby4zfI3VInz/0qEcqm7mpXVH/V8wwDGNxSBDM2IZlR3Hy+uOBuR/e+GwNCYXJPG/H++lqc3Rh2/Y95jGEgC3TM5nV0UDXwYwwhERfjBvGCca23h2+cG+e7kzgGksATB/XBYx4TYWrT4S0HUT8xO5eEQ6Ty07QE1Tex+9Xd9jGksAxITbuGpcFu9uKaO2ObAv/Xtzh9LU7uBvyw/00dv1PaaxBMitU/Jpc3Ty2sbAJoOHpMdy2ahMFq48HLChDRRMYwmQEVlxjM9LYNGawwEHmt1/4WAa2xw8t+JQ37xcH2MaSxDcOiWfA1VNhrzo3BmeGcfckek8u+Ig9a0dffR2fYdpLEFwxZhM4iJsLFoTuBvCty4spqHVwcKzsHYxjSUIIuxWrp+Yy+LtFQG7IYzKjmfO8DSeWX6QxrNs3sU0liC5ZUoeHU7FS2sDG0aDVrvUtXTwwqqzy0HKNJYgGZwWw6ziFF5YfZh2R2DrPmNzE5hVnMJzKw4GfG1/YhpLL7hjRiGV9W18sM2YYxRAa4eTlnYn35hVxPGGtoDWmvobMzC+F5w/JJWi1Gj+tvwg88dm4SnSpL61g9c3HOPT3VVsPlZLbbM2Cgqzav+nD76ymSHpMYzOjvd4/UDCNJZeYLEIX59RyM/e3MaGwycpcVNTaO1w8sRn+3nmiwM0tTsZlBrNvFGZ5CRGYhGhurGNZ/S1ovn/t4KJ+Yl89+IhzBg8cGXIJNCJpXOdkpISFUiih+Z2B1P/5xNmFqfwl1snArC3soF7XtzA/qomLhudwb2zBzMqO/60a9sdnYz55WJaOzrJjI+gvK6V+WOz+MWVI0iOCQ/ZZ/KHiGxQSpX4O8/ss/SSqDAbN0/J48NtFRw72czyvSe49i8rqWtxsPCOyfzl1okeDQW0UJNvXzQEgL/cOoEH5hTzwbZyrnh8ORuPnDyTH8MQprGEgNumFSAi3LdoI3cuXEd2YiRv3z+D84f4TeHDLZPziAqz8vyqwzwwZwhv3DsDm1W46anVvLfFeMf5TGAaSwjISoikOC2GzcfqSIkJ5x//MZWshEhD18ZH2bmxJJd3t5RxvKGVUdnxvHP/TMbmxnP/Pzfy8rrA53H6CtNYQkBjm4NdFQ0AXDk2i6ToMD9XdGfBtHx9gk9zvUyICuOFO6dwXnEqP3x964CpYUxjCQG/eW8nFn3U++G28oBDP4pStQm+f6w50hUmG2G38uRXJzIxL5EHXv6SZXuq/Nyl7zGNpZesPlDNP9ce4Ruzinj85vEcqm5m6S7j8UUuvjY1n4r6VpbsqOwqiwyz8rfbJzEoNYb7Fm3k4ImmUL56wJjG0gsczk5++uY28pKi+M6cIVw6KoPM+AieXRG4r+1Fw9PJTojk+R7rRZp2XQlWq3DPCxtobu+/xUfTWHrBqxuOse94Iz++bDiRYVbsVgsLphWwcn81O31o0XnCahFunZrHqgPV7K1s6HYsNymKx24az57jDfz49a2h/AgBYRpLkLR2OPnTx3uYmJ/I3JHpXeU3T84l0m7luSBql6+U5BJmtZxWu4AWoP/ARUN4c1MZ727pn/Uk01iC5M0vS6msb+O7Fw/ptqaTEBXGdROzeXNTWcC+Lskx4VwxNpPXNx6jwYMn3X0XDGJsTjw/e3MbxxtOF3Tua0xjCQJnp+LpZQcYnR3P9EHJpx2/fXoh7Y7OgENGQOvoNrU7eWfz6cNlm9XCH24cS1O7k5+9uS2od+8NprEEwbK9VRw40cR/nFfkcaV4cFoMs4em8sLqw4ZlOlyMy01gaHosL6/3HO46OC2WB+YUs3h7JZ8GMerqDf0t5vOsiBwXkW1uZQNGrdIbL609QnJ0GJeOzPB6zp0zCznR2OaxhvCFiHDjpFw2H61lV4XnTvI3ZhZRlBrNQ+9sP6NSqv1ds/yd0xUkB4xapSeON7Tyyc7jXDcxhzCb9z/fzMEpFKfF8OzygwGHjFwzPpswq4WXvQTTh9ks/HL+SA5XN/PMF2cuaK1fjUUptQzoGU8xYNQqPfHu5nIcnYobS3J8nici3DGzkB3l9awxqEfnIik6jItHpvPGl6Vem7FZxalcPCKdJz8/cyGx/V2zeGLAqFV64t0tZQzPjGNwWqzfD3LN+GwSo+xBBcTfNCmX2uYOPtpe6fWc780dSnO7g7+cobwBA9FYutBrhH5Vq3SntLaFjUdquWJMpqH7Rtit3DolnyU7KzlcHdhU/YxBKWQnRPIvLx1d0EJir52Qw/OrD1NW2/dpbAaisQwotUp3Ptmp/ZfPG+W9Y9uTr03LxyrC31ceCuhZFotwY0kuy/ed4GhNs9fzHphTTKc+lO9rBqKxDCi1SneW7akiLymKotQYw9ekx0VwxZhMXlnveaLNFzfo/aJXNxzzek5OYhRXjcvmpXVH+rzv0t9D538Cq4ChInJMRO5kAKpVguYvu2p/NecNCdyh+s6ZRTS2OfjXeu9fuieyEiKZPiiZNzeV+hxR3XN+Ea0dnSwMsPYKlH717ldK3ezl0EUezlXAfV7u8yzwrIfy9cCo3ryjiw2HT9LU7uS8Yv+ukj0ZnRPPpIJE/r7yILdPL8BqMT7dc/W4bL736hY2Ha1lfF6ix3OK02OZMzydhasOcff5RUSF9c3XOhCboQHJsr1V2CzCNA/T+0a4Y0YhR2tauvmrGOHSURmE2yy8+aXv7tY3ZxdR29zBaz6arN5iGotBVh+oZlxuArERdgAq61u5b9FGrnj8C/7w0W6/4oIXj9D8VQL1dYmNsDNnRDrvbCn3KY86MT+JkVlxLFpzpM8SlJvGYoA2h5PtpfVMzNeaAaUU97y4gaW7jhMdZuPxpfu47omVPoevNquFr88oYO3BGraV1gX0/GvGZVPT1M4Xe33PAd08OY9dFQ1sPhbY/Y1iGosBtpfV0+7sZHxeAgCrDlTz5ZFafnHlCF6+exrP3zGZ0pMtfPWZNT5FlW+clEt0mNXjJF1zu8NrjXDekFQSo+y88aVvP5arxmURabcGpexgBNNYDPDlkVqArg7m57ursFuFK8dmAdqX+dzXJ1Fa28LdL2zw2lzERdi5oSSXd7aUcbxe80c5drKZG59axYifL+aCRz/zWOuE2SxcPiaTj7ZX+Bx+x0bYuXJsJm9vLusT7RfTWAzw5ZGTZCdEkh4XAcCO8nqGZsQSHX5q1FFSkMTvrx/D+sMn+cNH3vMk3j69AEen4sXVh2ntcPL159axs6yee2cPorWjk7tf2OBRhuOa8dm0OTpZ7GP6H+DGklya251dE4ihxDQWA2w6Wsu43ISu34+dbCE/Kfq0864al83Nk/N48vP9fLb7dF+T1g4n3391C0rB86sP8/eVh9h7vJHHbhnP9y8dxsPXjaa0toWPdpyeZm9CXiK5SZG8tcn3qGhCXiIZcRG82wexRqax+KGhtYNjJ1sYkRXXVVbf0kFClN3j+b+4cgRD0mP44WtbT2syPtpRydpD2nxhbXMHD3+wi3G5CVwwNA3QVpJjI2ys2n96LmkR4YoxWazcX81JHzO1Fotw6agMPt9TFfCMsT9MY/HD3uONgLZo56K1w0mk3erx/Ai7ld9fP5bjDa08/MGubsfWHjzdCC5xc/a2WoSilGiOnvQ8qrpsVCbOTuV3rubyMZm0OzqDil/yhWksftijh6UOST+1HtTq6CTc7v1PNy43gTtmFLJozZFuGedLT7YwMiuOFDc5jcbW7h3R1Nhwqho8j6hGZceRkxjJe35S8E3MSyQ9LpzFBrPGGsU0Fj/sqWwkwm4hNzGqq8xmERx+QlT/65Kh5CZF8vO3tnWNjmqaO0iOCWdQ6qn+zgfben6h3pcCRITLR2eyYt8J6pq9NzEWi3BecSor9lXjDGEWNdNY/LCnsoHitFgsbus5kWFWWtt9+75Ghln52eUj2FPZeJoq5eC0U7XUwRNNHKhq7Pq9w9lJmNW7wcwbnYmjU7HEz2hnZnEKdS0dbA1wAtAXprH4Ye/xBorTu7skRNqttBhwlL54RDqzilP408da2l6XCQzq4eLg7utS29xOXKTnzjPA2Jx4shMied9PU+SSG1vuZ9Y3EExj8UFrh5PK+rbThsnR4TZDk16utL0t7U4eXbybcJuF1nYng9xqljnD03ll/bGuZqW0tpWseO/aLiLCvFEZfLG3yqeke0pMOCMy41i+74Tf9zSKaSw+OKaPSnKTun95ydFhnGgw5mg0OC2Gr88o4OX1Rymra6G6qa1bn+WWKbm0dDh5ad0RWjucnGhsIzMhwuc9543OpMOp/E68TS5MYvPROkPZ7o1gGosPjp7U3Blzk6K6lafEhlMVQGjqty4qJjEqjKM1LdQ0tXerOVJjIphalMTClYfYoQfTuw/TPTE+N4GMuAje2+J7tDMmJ56WDif7q0Ij1WEaiw+6apbE7saSGhPOCS/DW0/ERdj51oWDATjZ3NHNA/14Qyt3ziyirK6VPy3RlglGuk0AesJiEeaOTGf5viqfQWZjchIA2Hys1vC7+nxuSO5yjnKsppkwm4W02O4yo2lx4TS0OQJarLt1Sn7XfkV9K5N1zdyy2hYuHJZGfnIUX+w9QWy47TTj9MRFw9Np7ehkhY8+SVFKNLHhNracCWPRw0T9bZ+E5E0GIEdPNpOTENlt2Ax0dXiPVHv3uu9JmM3SFZj22Md7uzzudpTXY7UIt08vAKDd2Xna8zwxpSiJ6DArH/vIYm+xCMOz4thV3uD1nEDwV7NYgSt9bPOBwJ1SzxIq69u6VprdyU/W/vMDjQW67wKtKXp5/dGufpBr6n7eKC0Wqc1g4odwm5XzhqSydFelT8+4wuRoDgX4nt7wZyx3K6UO+9gOoXvZn4ucaGwjNfZ0pes8l7H4iOfxRLab3OnK/Sf0Z2ijqh3lpybPyuuMBYxdNDydyvo2tpV6V5kqSInmRGN7SBYVfRqLUmp5zzI9PmeMr3POFaoaPBtLXISdpOgwDgfQDIHmWumqldwn1eqaO7qtNHtSfvLEBUNTEYGPfQyhC1NctWBg7+oJQx1cEflMROJ0xYKNwF9F5I+9fvoApqnNQXO7s9uinzt5SVEBN0MAxXqMdGvHqeZma2kdK/dXM6UwiUtHZvCPNUdo8bOcAJpS1IS8RD7Z5d1Y8lz9qwBrQU8YHQ3FK6XqgWvRlAymoAWAnbO4JL481SwARanR7Hdb0zHKiMxYLKK5Yrr4cHs528vqOX9oKnfOKqSupYPXvzQW0nHR8DS2ldZTUedZNiwlVhNwrg5BtKJRY7Hpccc3Au/2+qlnAS43AW/GMiwjlsr6Np+OSB6vy4yjU8EVo08F17+oy4nNG5VJSX4io7PjeXb5QUPiy3OGa/4w3nxXEqM0Y6lpPHPG8ku0mOJ9Sql1IlIE7O310wcwrv/EZC/S6sMytIkzlwy7UYZnnppwc49MHJYRS2FKtK7rUsD+qiaWGVgELE6LITcpkqVemiK71UJchI2apsDEED1h1FjKlVJjlFKu+OIDwDndZ6lv0UYP8V5WgIdlaH2P3V6kvLyRnxRFVJiVHeX1PHf7pK7ySW6JrS4fnUVabDjPGkjnKyKcPySVVfurvUYVJESFUdvSx6MhNx43WHbO0KB7sMVGeI4bTo0NJzHKHnDNYrEIwzJi2VFW363fEuHmeRdms7BgWj7L9lSdJqDsiVnFqTS1O7tCVnoSZrPgcPbeCcrfDO40EfkvIFVEvuu2PYQ2YTfgEZFLRWS3LkL4Q/9XaLiW/2PCPRuLiDAsIy5gYwEtt/P2srpufZK/ftE98OyWKfmE2yw8Z0AZYdqgZKwW8RqxqHn29X7l2V/NEgbEoKktxLpt9cD1vX56HyMiVuDPaOKFI4CbRWSEkWsbWh3EhNuwWb3/iYZlxrK7oiFgF4BR2fFaTXC0e7YydyHkpOgwrh6Xzesbj1Hb7LtzGhdhZ1xuAsv2el4nslokJO6V/iblPldK/RKYqpT6pdv2R6XU2dDBnYzWKT+glGoHXkITMvRLfUuH1ybIhcsFYF+AQ+hRWVoavD8t6f4nfPKzAzy6eDdPfr4fgK/PLKC1o5N/rvUuFeZiVnEKW47VejQsEQiFK67RPku4iDwtIh+JyFLX1vvH9znexAm74UmAsKHVQVyEd/dGgHG5WjjrJi99BW8Up8cQZrOwfN8JUmJOjbaeXXGQFftPsHDlITo7FcMy4pg+KJnnVx3yqaAAmrEoBSv2nR5u0tzuJDKs970Go8byCvAl8FPge27bOYEnAcKmdgdR4b7/wAXJUcRF2AL2F7FbLV3rRNdOyOk24tpb2Uh5XWvXpOAdMwopr2v1G9YxNieB2HAby/ed3m9pbHUQEwKBH6N3cCilnuj108483sQJ/dLm6CTchygyaJ3csbkJbDoauAd9pR4YP3dkBhaRrqbH5SPjCjVx+bo8u/wgV4zJ8no/m9XC9MHJLNtzAqVUN5n4pjZHt7jsYDFas7wjIveKSKYul56krxMNdNYBxSJSKCJhwE1oQoZ+0YzFf9U9PjeB3RX1ASeNatbXfmLCbbyw6tBpx10zxxaLcNu0AjYeqWXT0Vqf95xZnEppbUu3jGdtDidN7U6v80WBYNRYbkNrdlYCG/TNeKbsfkIp5QDuR5t93gn8Sym13ci1bR1OvzULwNjcBDoVPt0EeuKuEjX3/y2jycOiobu75A0lOcSE2/zmMJqlh3+4e8+V12o1WJYfJ3AjGDIWpVShh62o108/Ayil3ldKDVFKDVJK/cbode2OTsK9xDO74/Jz3dRjGOyLTz0oLPRk9EMfde3HRti5oSSH97aUdzVfnshPjiIjLqKb/LvLjzjHgKumP4y6KCzwtPX66QMYI30W0JqL7IRIv02EOx9sqyAlJoybJuUyLCOWfb+Z5/E896bt9ukFOJU6LbrRHRFhSlESaw7WdHnPldZqrgk5icbyTPvCaDM0yW2bBTyE5lJ5ztLmMNYMAZQUJLLu0ElDwn+tHU4+3XWcS0Zm8PB1Y/jwgfOwWS3dFhhd/GPNKbmv/ORoLhqWzj/WHvHp0T+lMJmqhjYO6c5Ouyu0WO3M+DPXDH3LbfsPYALazO45S4dTYTOoVzu5MKnbF+SLZXuqaG53nibp/uZ907v2M+IiGJubwNPLDnQzjDtmFlDT1O5T0GdyoTbuWKOrN2wtrWVkVrzPmWijBHuHJqCw108fwPQcfvpiiv4FedJf6ckH2yqIj7Qztai7nq77yOv1e6fzg7lDOd7QxituiR6mFSUzLCOW51Yc8lqLDUqNJiUmjDUHa3B2KraV1jM6O97Q5/CH0T7LOyLytr69B+wG3gjJGwxQApkdH5QaQ1J0mN+8Qu2OTj7eWcnFI9Kxe/hPv3a8Nrn89uYypg1KZmJ+Ik98tr9LY05EuGNGIbsqGjyqQ7nOmVyYxNqDNeyuaKClw8mYnDNoLMCjwB/07X+A85RShldwz0qUtqZiBBFhcoH2BflizcFqGlodXtPl3XW+NsB8/JO9iAj3XziYsrpWXt94ysVy/rgskqLDfPq6TClMprS2hX/qEqfTBwWeb8ATRvssnwO70FacE4EzkzqrH1GA+BDW6cmUoiSOnWyh1Idw8kfbK4m0W5lZ7PnLG6rHOLvmXWYPSWV0djx/+Wx/18q2lsMoj092ec9hNKVIaxZfWH2YoemxZISgcwvGm6EbgbXADWh+uGtEZMC7KPQGrc9i/HxXx3Kdl9qlU9eCO39IKhFe5m/c+0itHc6u2uVITTNvbz4lmPzVqb5zGA1xy7J24fA04x/CD0aboZ8Ak5RStymlFqAt/f8sZG8xQAkkVeuwjDhiI2xe+y1bSuuoqG/tJjjoictGa02USyX74uHpDMuI5c+f7uvySfGXw8g9/PXqcR4z/QWFUWOxKKXcpx2rA7j2rMQigjOAhAlWizCpIKlryNqTj7ZXYLUIFw7z/Z9+72wtxPWxpVreQ4tFuO+CweyvauKDbacC074+o5DGNofHLCDuI6X0OM/RCcFg9Av/UEQWi8jtInI78B69SPR0NmAPwm91+qBkDpxo8pjwYemu40wqSCQhynO0gAuX3IZ7VrLLRmdSlBrN/y3d1+WKOTY3gbG5CTy/+vBpw+iNR04tPQQys+wPox3c7wFPAWP07Wml1PdD9hYDELtV/Doc9WSWnrhqeQ/3xqqGNnZVNHQd94V7v8XVxFgtwv0XDGZXRUO3UNUFU/M5UNV0msPTM18c7Aoz8ebEHQxGO7iFwPtKqe8qpb6LVtMUhOwtBiB2q4X2AI1lSHoMabHhfNFDM8UVBD/LyyioJy7pd/fV4/ljs8hLiuLxpfu6apLLx2SSFB3G824uDttK6/hgWwX3zR7EsIzYM1+zoHnKuf/lnHrZOUuY1UJHgM2QiDBzcAor9p3o5rm/fO8J4iPtjMwyNjl282TNX8sVqQiac9O9swextbSOz/do3nARdis3Tcrl452VHNMlzR5ZvJuEKDvfOK+IcbkJbDpaG7JkVYbDV3WHZwD0fd+N71mO3Wqhw6BWijszi1OoaWrv0ocDWLm/mmlFyYZzI47OTgA4TWny2gk5ZMVHdKtdbp2qKUotWnOEZXuq+HxPFffOHtTl8V/X0tHNGao3GDWWKhHpWmUWkauA0GlmDkDstsD7LHBKf/YLvd9yvL6V0toWSgo8J8P0xKC0U2qWx938V8JsFu6ZPYgNh092TfdnJ0QyZ3g6f19xiAdf2UxRajQLphUAp/IjharfYtRY7gF+LCJHROQI8APgrpC8wQAlzGqh1eFf9qIn6XERDEmP6XKcdqWgc09B4w/3RcUV+7v/T95YkktabDiP60NrgAXTCmjpcHK8oY2Hrx3TNek3OC2G6DBryPotRkdD+5VSU9ECtUYopaYrpfaH5A0GKJowcuDGAjBzcCrrDp2ktcPJlmO1WC1iuL/iwjU5t/5Qdw+8CLuVu84rYtWBatbr6WiU27KnayYZtFHUWL3fEgr8ha9e4f67UqpRKdXo65xzhZhwm9+Mqt6YNSSFdkcnaw7WsLeykfykqIDjdobrKg2eFLJvmZJHUnQYjy3dR2V9Kw+8tKnr2OYehjE2N4Gd5fW0BVFL9sRfzfKIiIwXkQneNrRV6HOO6F4Yy7SiZCLsFj7ddZxD1U0UpJye9cwfLsn2w9XNp0moRoXZ+MasQpbtqWLW7z+lud3JG/dOJzrMeprE2MisOBydir2VgQsP9cRfMEkl/qU1zoYw1oCJMajP74kIu5UZg1L4eGcl1Y3tQSUOd2nPgVZbuDrOLr46NZ/ff7ibdkcnj988nvF5iVw7IYeX1x/lx5cNI1mXNxuhu2vuKKtnVC+doHwai1Jqdq/ufhbjaoYC8Zhz58LhaXyiqzGlxQbuIpCffKo22nj4ZDdjUUrxZ7cOrivMY8G0fF5YfZiX1x/tWmMqSI4mOszK9rI6usfbBc45vRjYG6LDbXSq7kKBgeC+YBjjJ8DeEzHhtq44aPcOqlKKRxbv5qllB7huQg4pMeH8/sPdKKUoTo9lWlEyi1Yf6VqhtliE4ZlxbC8LTHTIE6axeMH1BQerH5sZH0msHjLqLZ+iP/J0YWWXBoxSit99uJu/fLafW6bk8cj1Y/jWhYNZc7CmqyO8YFo+pbUt3bK/jsyKY2d5vSGNOl+YxuKFJH11+KSP9HL+mKcPf911VwKhQG+KSmtbqG5s48dvbOXJz/fz1al5/PqqUVgswk2Tc8lOiOSRxVrtMmdEOqmx4d3CSEZkxdHU7gxY5Lkn/obO33fbv6HHsXNyFOQiMVqLDa7uhXDf1boD9hsbDcXin0aeWyd32sNL+efao9w7exD/PX9Ul4NTuM3KA3OK2XKsjsXbK7BbLXylJJdPdx/vcpVwzfHs6GVT5K9muclt/0c9jl3aqycPcJJ0lcqTTcHXLFMLtVGQK91voBS6DbnbHZ08cv0Yvn/psNMSQVwzPptBqdE8sng3Hc5ObpqciwJeWqeFkQxOi0FEy/fYG/wZi3jZ9/T7OYXLWGr8SHT5wv1LDXRSrLNT8UmPjB/ehuA2q4UfzhvO/qomXlx9mJzEKM4fksrL647gcHYSYbeSlxTFviCN1oU/Y1Fe9j39bhgRuUFEtotIp4iU9Dj2I10scLeIzHUr9ygkqMtprNHLX9alNRCRcP33ffrxgkDeMVRiw1eN0zRVfvPeTsPXbCut44anVnVz0gZtIdEbc4anack7l+yhpqmdW6fkU1nf1jV8L06LZe/xvq1ZxopIvYg0AGP0fdfvo3vx3G1o0u7L3At1ccCbgJFozdxfRMTqR0jwd8CflFKDgZPAnXr5ncBJvfxP+nmGsVstxEbYONmLmgXgf67R/kzPrzrsMxczwNGaZn70+hbm/99yDp1o4pHrxxDnNuz2NV8jIvzsihE0tTv505I9XDA0lYy4iK6ObnF6DAdPNAW1ku7CnwChVSkVp5SKVUrZ9H3X70Grwyildiqldns4dBXwklKqTSl1ENiHFkngUUhQtNmyC4FX9esXAle73Wuhvv8qcJEEOLuWHB3WJdcVLNHhtq6g9GufWMFaN4UD0JSePtpewTdf3MDsRz/jtQ2lLJhWwNIHZ3NDSW63fos/Vcwh6bHcOiWPRWsOs6+qka9MymXZ3iqO1jRTnBZDh1MFlZzCRe+1o0JLNrDa7Xd3wcCeQoJTgGSgVhft6Xl+l/igUsohInX6+aetzInIXeguF3l5eV3laXERHK/vvYz5Ty8fwX3/2Mj+qiZufGoVqbHhpMWG09zu5HB1E51KM8w7ZhRw58yibkFhv756NPf+YwNHa1ooq23tNkLyxHfmDOGtTWX87M1t/L+bxvPY0r28uuEYF4/QQlD2VjYy2C2uKBD6zFhE5GPAU5zmT5RSb/XVc4NBKfU08DRASUlJ1799VnwEG46c9HqdUWYPTSXcZmH+2CwtXORgDTVNbUSF27hqXBYl+UlMLUryqHQwOiee314zhq/+bQ1ldS1+jSUxOoyfXD6c77+6hU92VjJ9UDJvbirl7vOL9BFRI/OC7ED0mbEopYJJMeNLMNBTeTWQICI2vXZxP991r2MiYgPi9fMNkxEfSWVdBZ2dylDeQm9Eh9s4b0gqX+w9we+uG8ONkwJbo0nTY3+qDGZ8vWFiDu9sLuPhD3Zx93mDWLFvDzvL68mMi+hVCryBNoP7NnCTPpIpBIrRwmY9CgkqrfH/lFNq37cBb7nd6zZ9/3pgqQrQczkzPoJ2Z2evhs8u5o3KoKK+Nai0ua4EWUaNRUT47bWjEbSMaTaL8NamMvKTo3vVZ+kXYxGRa0TkGDANeE9EFgPo4oD/AnYAHwL3KaWcfoQEfwB8V0T2ofVJ/qaX/w1I1su/CwSs+uDqO3hL/BQIFw1Px24VPtjmW8/WEwmRdmwWCaiznZMYxe+vH8vuygYcnYrPdldRkBLVq/R3/WIsSqk3lFI5SqlwpVS6Umqu27Hf6GKBQ5VSH7iVexQS1EdIk5VSg5VSNyil2vTyVv33wfrxA4G+p2sUUx4CY4mPtDOrOJV3NpcFvKBnsQgpMeGGaxYXl4/J5N7ZgwAt7V1OYhTVTcEn1xxoo6EBhatm8RSOGgxXjcti6a7jrD98spuvrBFSY8OpCmIY/725Q8lNiqKpzdGl6n24ujkoR6iB1mcZUKTGhBNht4QkGSVoKeoi7BafmnDeiIu0deVACgQR4ebJeXxjVlHXSCrYz2Maiw9EhIJedgrdiQ63cfGIDN7fWh7wTGpMuI3GIIzFHZf3XbAjItNY/JCfHGVIhdIo88dmcbK547TgeX/EhNuD9gk+dQ8biVH2oJtV01j8UJAczZHq5pAkdwI4f0gq8ZH20xYJ/RETbu21sYA2dxTs6M40Fj/kJ0fT7uykvC40ndwwm4V5ozJYvL3CUKJvFzERWrRBb4PcM+Mjgh7dmcbih4IUrVPYm/mJnlw1Lpvmdicf7TA+5xJpt+LsVAHLgPQkIz7CrFn6Cpcf7IEgssN7Y0phEjmJkbyy3lhWeACrRfuqepsXMzMuguqm9qAiFE1j8UNmfASx4TZ299Il0R2LRbhuQg4r9p/wKYXqjksaPhCdO0+k63NHwaymm8biBxFhaIaWZTWUXD8xB6XwKCDoCZe2i7OX+ZkzezHRaBqLAYZmxLKroiFkCkoAuUlRTCtK5tUNxwxN/7uMpbf5mV2Lku4Ch0YxjcUAwzJiaWh1UBaCNSJ3bijJ4UhNM+sO+ZZxB7eapZcG2+VbHMRKumksBhimB5fvruh9CKg780ZlEhNu4xUDTVGo6rSEKM0btjaI4DnTWAwwRNfU3xXifktkmJUrxmTy/tZyvxNurswgRpJ8+iLCbiUqzMpJsxnqG+Ij7eQkRrI9gKSZRvnKpFxNX2Wj79rFNdQ1ml3NF4lRYWYz1JeEUm7LnXG5CYzOjucFD0rZ7rhqlrAQZCRLjLabzVBfMj43gdLalqCD3L0hInxtaj57Kht95itqd3Rit0qvfIFdJESGBRUPZRqLQVxqk5tCKG/u4sqxWcRF2Hh+tffMqs3tTiJ62V9xERVmDWhdyoVpLAYZlR2PzSJ90hRFhlm5oSSXxdsqvOZtrmlqJzkmNDrVEXarzwyu3jCNxSARdivDM+NCmjjBna9NzceplNeEU9VNbV06cb0l0m4NStHKNJYAGJ+XwJZjtX7DSIOhICWay0Zl8uKqw9R7cKiubmwnOTpUNYuFFrNm6VsmFybR1O5ka2ldn9z/m7MH0dDmYJFbggfQ5MFKa1tIjwtNrsOIMLMZ6nOm6bmYV3pJk9tbRmXHM6s4hWe+ONAtXKO8rpWGVgdDMoKLUe5JhM1Km6Mz8JCUkDz934TkmHCGZcR25Q/qC743dyjVTe088dkptfudeoYRV3bW3mK3BrfOZBpLgEwflMJ6XZe/LxiTk8DV47J4ZvnBLreIz/dUEWG3hCzzu6tCCXTGxjSWAJkxOJk2R2e3PISh5ieXjyA23MY3X9zA+kM1vLWpjAuGpgWs/+8NV4ViCVAM2jSWAJlcmITVIqzc1zf9FtCiD5/82kQq6lu5/slVtDs6+fac4pDdv1O3lkCFw83w1QCJjbAzMS+RT3Yd58G5Q/vsOZMKkvjoO+fx8Y5Kpg1KYWiIOrdwyt0hUJl5s2YJgotHpLOzvJ6jIQpr9UZOYhS3zygMqaEAej6CwK/rL8mNR0Rkl4hsEZE3RCTB7diAUKv0hUtya8mOSj9nDkzanZ3Yg1i97q+aZQkwSik1BtiDLsg8kNQqfVGQEk1xWsxZayyNrY6uvAKB0F/6LB+5iQauRpP3ggGmVumLS0ams/ZQDbUhUIU60zS2OYLKVDIQ+ix3AC7Rni6FSR2X+qS3csNqlYBLrfI0ROQuEVkvIuurqqoMvfTFIzJwdio+7qGCfTbQ2OogZiDVLCLysYhs87Bd5XbOTwAHsKiv3sMISqmnlVIlSqmS1NRUQ9eMyY4nNykyKK2V/qahLThj6Te1ShG5HbgCuMhNGHBAqVX6wmIRrhmXzeOf7qOirrWbdu1Ap6HVQXZC4O/bX6OhS4HvA/OVUu7jzwGlVumPayZoUYVvnmW1y4nGNpKjA/eN6a8+y/8BscASEdkkIk/CwFOr9EdhSjQT8hJ4bcOxkEYr9iXtjk5ONLYFVRP2ywyuPpz1duw3wG88lL8PvO+h/ADaaKlneStwQ8/yUHPthBx++uY2tocgu+mZoLK+FaVOJeEMhIEwGjqruWJMJmE2C/9ce8T/yQMAl5BPRnxkwNeaxtJLEqLCmD82ize+LPXoDjnQcClYZQXRDJnGEgJum1ZAc7vTsHxGf3LspGYsmQlmzdIvjM6JZ1xuAs+vOhwyocK+Yk9lA1nxEQNrUu7fjW/MKuTgiSaWBKAT1x/srWykOEj3TNNYQsS8UZnkJ0fxl8/2D9hhtMPZyf6qRoakxwR1vWksIcJqEe4+bxBbjtV1ZW8faOyubKDN0Rn0EN80lhBy3cRsMuMj+OOSPQOydnFFU07ISwzqetNYQki4zcp/XlTMl0dqB+Rq9JdHakmODiMnMfCREJjGEnJumJhDYUo0jy7ePaBGRkopVu4/weTCpIB9b12YxhJibFYLD14ylN2VDby0buDM6u473kh5XSvnDTHmguEJ01j6gMtGZzC1KIlHF+8eMJ50n+/RnLpmFacEfQ/TWPoAEeGh+SOpa+ngkcWecp2fed7fWs6wjFhyEn2n+vWFaSx9xLCMOG6fXsiiNUdYfaDvAtKMcLSmmY1Hapk/LqtX9zGNpQ95cO4Q8pKi+MFrW2hu732uoGBxuX5eOcY0lgFLVJiN3103hsPVzfzmvZ398g4OZyeL1hxhxuBkcpOCb4LANJY+Z9qgZO4+r4hFa47w7pbAspeFgo92VFJe18pt0wp6fS/TWM4AD84dyoS8BH742lb2hzBvkT86OxWPL91HfnIUFw1P7/X9TGM5A9itFh6/ZQLhNgt3/H1dUBk5guG9reXsLK/nO3OGdCWK6A2msZwhshMieXpBCeV1rdz9wvo+EwNy0dTm4OEPdjEsI5b5Y3vXsXVhGssZZGJ+In+8cSzrD5/krhc29KnBPLJ4N2V1Lfz66lEhUeUG01jOOFeMyeJ3145h2Z4q7nlxQ1BK1/74eEclC1cdYsHUfEoKkkJ2X9NY+oEbJ+Xy22tH8/meKm7662qqGgLPV+iNvZUNfOflTYzMiuNHlw0P2X3BNJZ+4+bJeTz11YnsqWjg6j+vMJTNzB97Kxu4+a9rCLdbeeprJUTYQ6NB58I0ln7kkpEZ/OvuaVgtwleeWsUji3cF3Sx9tvs4Nz61ChF46a4pZAfhve8P01j6mdE58bz/7VlcOyGHP3+6nwse/Yx/rTtqOO9ydWMbv3hrG7c/t470uAheuXsag9NCKyvmQgai+19/UlJSotavX98vz153qIZfvbuDLcfqSI4O45rx2Zw/NJWJ+YlEhZ0K3Whqc7DlWB3vbinjrU1ltHQ4uXVKHj++bHhQTY+IbFBKlfg9zzSW7vSnsYDm0bZiXzULVx3i891VtOtJJVJiwogOt9Ha4eR4QxtKaQkbLh2Zwf0XDu5VbWLUWPolMF5EfoUm49UJHAduV0qV6TJe/wtcBjTr5Rv1a24Dfqrf4tdKqYV6+UTg70AkWuD8t5VSSkSSgJeBAuAQcKNSqu+UjkOEiDCzOIWZxSk0tztYfaCaneUNHDvZTEu7kzCbheyEKEZmxTF1UHJQwWJBo5Q64xsQ57b/n8CT+v5laJJhAkwF1ujlScAB/Weivp+oH1urnyv6tfP08t8DP9T3fwj8zsi7TZw4Uf27AaxXBv42/SVA6J7GNJpTOr5XAc/rn2E1mqpTJjAXWKKUqlFa7bAEuFQ/FqeUWq1/6OfxLEDoLkxoEiT9prAtIr8BFqAJA16gFwcqQJit7/csB0hXSpXr+xWA12VXEbkLuAsgLy8viE/z70G/CRAqpX6ilMpFEx+8v6/eQ3+WwkfSdRWEAOG/I/0mQOjGIrSO6S/wLkBYCszuUf6ZXp7j4XyAShHJVEqV683VwIv6OsvoLwFC9xQXVwG79P23gQWiMRWo05uSxcAlIpIoIonAJcBi/Vi9iEzVR1IL8CxA6C5MaBIk/dVneVhEhqINnQ8D9+jl76ONiPahDZ2/DqCUqtGH2+v08/5bKeVaTLmXU0PnDzglwPww8C8RuVN/xo19+YH+HTAn5XrQ35Ny/YHRSTlzbcjEMGbN0gMRqUJrtgIlBQiVMMuZvle+UsrvMNA0lhAhIuuNVOVn873MZsjEMKaxmBjGNJbQ8fS5fi+zz2JiGLNmMTGMaSwmhjGNxSAi8pCIlOr5kTaJyGVux0KVXtjj+R7e5ZCIbNXfY71eliQiS0Rkr/4zUS8XEXlMv+cWEZngdp/b9PP36p6IvjHiIWVuCuAh4EEP5SOAzUA4UAjsB6z6th8oAsL0c0bo1/wLuEnffxL4pq/zPTzzEJDSo8yjZyBBeB9628yapfeEKr2wx/MDfA9PnoEBeR/6eoBpLIFxv16VP+uq5gldemFv53tCAR+JyAbdyw+8ewYG+n5e6Te3yoGIiHwMZHg49BPgCeBXaF/Ur4A/oOWk7g9mKqVKRSQNLc/kLveDSiklIiGfEzGNxQ1l0LtPRP4KvKv/Gqr0wr7u0/M9S/Wfx0XkDbQmzJtnYKDeh97p747j2bIBmW7730HrpwCMpHsH9wBaZ9Wm7xdyqsM6Ur/mFbp3cO/1dX6P94gGYt32V6L1NR6hewf39/r+5XTv4K516+AeROvcJur7ST7/Bv39JZwtG/ACsBXYguay6W48P0EbyexGj1vSyy8D9ujHfuJWXoQW77RPN5xwX+f3eI8i3ZA2A9td56H1hT4B9gIfu7543Uj+rN9zK1Didq879HfYB3zd39/AnO43MYw5GjIxjGksJoYxjcXEMKaxmBjGNBYTw5jGYmIY01gMICLXuLkmuLZOEZnX47wCEWkRkU1n8N0eEBGf6T5E5BERqRCRB3v1LHOeJXD0xbtbgQuUUp1u5QXAu0qpUWfwXQ6hTbT5jA0SkYeARqXUo8E+y6xZAkREhgA/B77mbig+zl+gr1RvFpEX9LICEVmql38iInl6+d9F5Hq3axv1n7NF5DMReVVEdonIIt2p6T+BLOBTEflURKz6PbbpzlHfCeVnNxcSA0BE7MA/gP9SSvlNrSoiI9F08KYrpU6IpnMH8DiwUCm1UETuAB7DvzLVeLR1qDJgBTBDKfWYiHwXrYY7IZq+XrarZhORhIA/pA/MmiUwfgVsV0q9bPD8C4FXXE2EOqX8MA3N6EBbc5pp4F5rlVLH9NpsE5qwYk8OAEUi8riIXArUezgnaExjMYiIzAauo29Vqhzo34mIWNBWn124C/w78dAqKM3jbSyaq8E9wDOhfDnTWAyge8U9ByxQSjUEcOlS4AYRSdbv42qGVgI36fu3Al/o+4eAifr+fMBu4BkNQKx+/xTAopR6Da35m+DrwkAx+yzGuAdIA57QXGi7+K2vJkkptV00ocXPRcQJfAncDnwLeE5EvgdUoYsWAX8F3hKRzcCHQJOBd3sa+FBEyoAH9Pu6KoEfGft4xjCHziGkP4bORjGHzgMPJxB/JifljCAijwBfxVhN5f0+Zs1iYhSzZjExjGksJoYxjcXEMKaxmBjm/wP60kCk/4uW+AAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(trdata_BHZ,trdata_BHE)\n", "plt.xlabel(\"Z [counts]\")\n", "plt.ylabel(\"E [counts]\")\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "markdown", "id": "489a41ad", "metadata": {}, "source": [ "#### Mengeplot untuk N-E" ] }, { "cell_type": "code", "execution_count": 161, "id": "1a3a74f1", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(trdata_BHN,trdata_BHE)\n", "plt.xlabel(\"N [counts]\")\n", "plt.ylabel(\"E [counts]\")\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "markdown", "id": "a62f5fe6", "metadata": {}, "source": [ "### Sekitar Gelombang S" ] }, { "cell_type": "code", "execution_count": 143, "id": "3c99145f", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "execution_count": 143, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st_sm = st.copy()\n", "\n", "S=UTCDateTime(\"2021-01-14T18:37:08\")\n", "start=S-0.5*60 # 0.5 menit sebelum\n", "stop=S+1*60 # 1 menit sesudah\n", "\n", "st_sm = st_sm.slice(start,stop)\n", "st_sm.filter(\"lowpass\", freq=0.1)\n", "st_sm.plot()" ] }, { "cell_type": "code", "execution_count": 144, "id": "27541e87", "metadata": {}, "outputs": [], "source": [ "Strdata_BHZ=st_sm[1].data\n", "Strdata_BHE=st_sm[0].data\n", "Strdata_BHN=st_sm[2].data" ] }, { "cell_type": "code", "execution_count": 162, "id": "c9fe0ad8", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(Strdata_BHZ,Strdata_BHN)\n", "plt.xlabel(\"Z [counts]\")\n", "plt.ylabel(\"N [counts]\")\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "code", "execution_count": 163, "id": "59f10586", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(Strdata_BHZ,Strdata_BHE)\n", "plt.xlabel(\"Z [counts]\")\n", "plt.ylabel(\"E [counts]\")\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "code", "execution_count": 164, "id": "1d66fa9d", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(Strdata_BHN,Strdata_BHE)\n", "plt.xlabel(\"N [counts]\")\n", "plt.ylabel(\"E [counts]\")\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "markdown", "id": "f3868c54", "metadata": {}, "source": [ "### Sekitar gelombang Love" ] }, { "cell_type": "code", "execution_count": 152, "id": "81be3b11", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAvsAAALhCAYAAADBzGuzAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeZyN5fsH8M81+z5j38a+70pCluwREkKKLEloQ9+iJFKWFtU3iURJJSUkpSz9EAnRQtaErDMMY8Ywi5m5fn+c58z3zDgzc86Zs8wcn/frdV7Mcz/3/Vxnm7me+7nv+xFVBREREREReR8fTwdARERERESuwWSfiIiIiMhLMdknIiIiIvJSTPaJiIiIiLwUk30iIiIiIi/FZJ+IiIiIyEsx2SciIiIi8lJM9omIiIiIvBSTfSIiIiIiL8Vkn4iIiIjISzHZJyogEQkUkQ9F5KSIJIrIDhFpmWOfiSJyQUQuichrIiLG9toissYoixORlSJS3qLefUZ7KSKy2IZYqovIzyJyTUR+E5HGFmVtRWSLiCSJyGYb2hpttHFdRKbmsd/3IpJu/L+S0X6SiFwVEbX4OSm/dsVkuoicE5F447Upb+WwEJEwEdkmIhdF5LKI/CgidSzKq4jIOqPsjIi8kM/ztfoeGWXNRGSv8bpuEZHKebTj8HsgIr1F5KBRvlFEKlqUTTVes2yvp1FWTUR+NV6zSyLytYiUsyhvYsSUKCLHRGREXq+Fo0Sku4hsF5EEETkrIm+KiL+Nr82zInJARK6IyBERGWZR5iciX4nIKeMzVcWGWPJ6P+eLyFGjrXb5tFPG+ByeFxHNY7+WIpJp/pwZxzC/V9dFJM3i5+fza9eR90xEIkUkRkQ2Wmyz67UTkZeMfRNF5G8RGZ6jfKiInDbKPxKRgDza6ma8zldFZLWIFLMoy+/3wFQjjssi8oHlcURks5h+J5pfz+8tynqJyCHjM3jO+Az6WpQPMD5fiSKyW0TuyPtVJSr6mOwTFZwfgBMAWgOIAvA2gDUiEgYAInI3gMcAtABQD0A3AOY/oJEAVgKoBaACgNMAFlu0fQnAGwDeszGWzwFsBFAcwAcAVomIn1F2DcACANNsbOscgKkAVuS2g4jcCyDc/LOqnlTVMFUNA1Dd2BZmsS2/dvsAGAygOYAyAC4CmJ3L4VMBPAKgFEzPdxWATyzK5wA4aZS3BjBGRO7K5Xnk+h6JSCBM79E7xnG2Afg0l5gAB98DEakF03v/MEyfo81GW5Y+tvJ6AsAFAP2NY5YFcMiI1+wTAOuMdu8D8JaI1M3jOTgqAqb3tiyAxgCaAXjGojyv10YBPGAR4ywRaWVRdytMzzE1vyDy+c4BwB8ARgA4ZsNzygSwFsBDeRzPB8BbAH41b1PVURbv0yIAMyzeuxk2tOvIe/YSgKNWttv82sH02a6jqhEAugOYLiINjefZ0HievQFUNB6TrTUiIqVher+fhOk7eBnZP5N5/R4YCqAfTO9fRZg+Ty/m2GeExevZzWL7bgBtVDUSpve+MYBRRkxlAXwMYDRMv3sXAPgqrxeDyCuoKh988OHkB4CzAJoa//8cwAsWZUMBbMmlXi0AV6xsnwhgcT7HrA0gCUCgxbYTANrn2O9+AJvteC7zAUy1sj0IwF8wJdLpVsrLmn7F2N4ugKcBfGbx890A/rQhRl+Y/oBfsti2D0Bni5+/BDAul/q5vkcA7gJw1KIsBKakvaoz3wMAjwNYmeM5JQOoYfw8FcBCG16LAAAzAPxmse0KgJoWP+8C0NsN34ORANbY89pYlC0F8LSV7SkAquRzXJu+czCdFLWz8bnk+nmGKZn8L0wnay9YKbf6HcqrXXvfMwANjH2GA9iYyz75vnY59q8JU1J+j/HzTMvPIIB2AP7Npe6jlnEAqGocPzi/1wamBPxJi59bATht8fNmAINsiL8YgA0A3jR+bgrgjEV5CEwnmcWc/dnng4/C9GDPPpGTiUhNmHouzT1s9QDstdhlH4D6uVRvC2C/g4euB+CIqlr23uV1rIKaCGAZTFcjnOUrALVEpKqIBAMYCGC9uVBMQ2kesKwgInthSiLmAnjNomgugAFiGmZVE6Zewk1GndYictli37zeo2xlqnoNwD+w/roW9D0QKz9b1r1PTMOWfheRPjdUNj2nZAD/AfCmRdEcAIOMIR23A6gEYIeNMRWE5efZ5tdGTEN/WqBg3wVbv3MFIiIlAIwFMMXJTef6nonIA8bn3tI7MJ0sZ9pzEDENd/rWyrarAI4AOAPT1RjA+utayXwVM4ec35vjAK7DuOJnS2g5/l9BRCIttr0lpmFaG0SkUY74W4tIAkxXRhsD+NAo+gPAURG5yxjaMxTAblWNtzEmoiKJyT6RExkJ6qcAZqpqgrE5DECixW6JxracdWvA1CP7vIOHz3mcXI9VUMa43/4wDTFyphiYeiePwdSzWR8WQ15UtZGqLrWsoKqNYBo+8giAPy2KtgK4DYA5aVmgqn8YdbapapTFvnm9R/a8rgV5DzYC6CSmcf0BMA2PCAAQapR/CaAOTMObJgJYbCSBWYznVAzABJies9n3MA0XSQGwHcAEVT1nQ0wOE5G+ADrifycd9rw2s2Hq9V/n4OFt+s45yXQAb6vqZSe3m+t7pqpLjc89AEBE7gdwXlW32nsQVZ2lqj1yboPp9WoB0zCbNKPI2utq3p5TQb4LPwAYJSKVRSQKwHPGdvN34VmYrhRUgqnn/nsRsRxOuE1Nw3iqAXgXwHljewaAz2AalpcK0+8Wl8xfISpMmOwTOYnRG7kcph59yzHZSTAlo2YRxjbLuuVh6sGerKr/Z+PxvreYoNbGynGsHiuXtiwnEz5ow+HfMmJNsSVWO0yBqUewNExzAX6CaYxtnlQ1Gabeu49EpITRa/cDTMMqgmD6o/+giNyTSxN5vUf2vK4OvweqegjAMJjmZ5yFKWk/AOPKiaoeUNUYVU1X1XUwDXPpZaWdRABLAKwWER8RKQ7gO5jGzgcCuBXATBG5Nb+YHPhcmOu1BzAPQE9VPW9stum1EZHnAHQAcJ+q5joh1mL/NlYmaub7nculLcsJ5vleVRCRW2Cal/BBfvvaw573TERCYRqr/0zOsoJQk50AysM0HAuw/rqat+fk8HcBpu/ylwC2wDRUcCNMVwVijdh2qWqSqiar6mswdQy0sPIcjsN0dehdABCRLjD9bm4O0+v6GIBvRSTEhpiIiiwm+0ROYEzQ+wSm8Z9DciQpBwA0tPi5ASyGJ4hISZj+mC1Q1fdtPaaqdtP/TVDbahynpjGh1Oqx8mhrlEVbn9lw+HYA5opIDEyTEn3FtApIQYdKNAawTFUvGAn8Qph6h20hMJ0gVIBpGFU0gHlGcnwcpuQpt7byeo+ylRlXb6rD+uvq8HsAAKr6lao2UNWSMJ34lIEp2bEmEzcO+zHzg2ksuHmi9FWj7QxV3QtTT/GdNsRj7+cCItIcpkStv6rutijK97URkcdg6mntoqqXbDmeqm7VGydq5vmdy6OtkxZt2fJZvhOmuQhnjO/CAAATROQjW2LPgz3vWU2Yerl/NWL4L4A2InK4gDGY+QGoYfzf2ut6UlWtJfA5vzdVAPjDNAQuT6qaqapTVLWKqkbD9N79ZvTMW5Pfd8Ecf2MAm1T1L+N1/QJAMEzvIZHXYrJP5BzvAygHoJ+qpuco+xTAo2JaHrEMgPEw9bxCRCJgGqrwrXHpPBsR8RWRIJj+YPmKSJDF6iXZqOphAAcBTDTGqY+E6eRjq9GWj9GWPwAfoy1/a20Z+/sZ+/sC8DP2Ny9hVxtAE+NxN4AM4//5Jhj5tLsbQH8RKW4MZRkO07hga+3cah7yYvRuvgrTih+HVPUCTCvxPGI874owrSxitS3k8R7BNBkwWESGG4nqJAB7jBOIbAr6HohIU2OfUjCtFPKhOekVkXvEtLSij4h0APAggG+NsnbG6+ErpuUNZxsxJsI0nCdETEsSiojUA9Amj9fCYWJarWUNgIdVdbOdr81DMA1h66KqZ620HWi8dgBg+X9r8no/YXxmgmBKEAOM9yG3ZBHGvoHm/1ucsCyAKZFsYjy+gWmuyLg8YrOlXXves79gGs5ijuFFADuN/c3Hsfm1E5FHRCTK+Jy1h+lzZr7auBRAX+NzGgnTd2FJLk2tAtBMRLoaPedTACw3TuLz/D0gIiWN906MDoTZMF29gBFbZ+M5BYjIOJhO7nca5f1FpJLx/5owDQEyx78HQDsRqWO03RemK3+2rMpEVHQ5a6YvH3zcrA8AlWFKWpJhukRtfrSx2Oc5AHEA4mGaRCrG9iFGXct6SRb1hhrllo+pecRSA8DPRiy/A2hiUdbOSluL82hrqpX9h1rZrwrsWI0nr3ZhWh1jEUyX6+NhuuJR26LufgAPGv9vbjzHKzAt0fkDgEYW+zaDqTc0AaYVRWYD8DHK2li+znm9RxZt7TVe158AVLYomw9gvjPeA5gSliSYxhi/DsDPomyZEdsVI5YBFmU9YUqkzXWX54jxLpgmJ14B8C9M479d8V34CKYTP8vP8/c2vjbHYRobbln3eYvyEzlfu3xiyev93GzlfaiSR1s59z2Ry36LYcdqPHm1m9d7BlMCvj+XGIYix2o8eb12MJ1gWb5Hq2H6Pl2B6fs20kr7Z4zyxci+ulLW99P4+W6YevKvwXQiVMyibKqV52/+PVAXpuGQ14x/h1rUKwVTp8AVmCbg/h+AWy3KJ8M09O0qTCf8swEEWZQ/bbwe5u9Rd1d8F/jgozA9zAkHERERERF5GQ7jISIiIiLyUkz2iYiIiIi8FJN9IiIiIiIvxWSfiIiIiMhLMdknIiIiIvJSTPaJiIiIiLwUk30iIiIiIi/FZJ+IiIiIyEsx2SciIiIi8lJM9omIiIiIvBSTfSIiIiIiL8Vkn4iIiIjISzHZJyIiIiLyUkz2iYiIiIi8FJN9IiIiIiIvxWSfiIiIiMhLMdknIiIiIvJSTPaJiIiIiLwUk30iIiIiIi/FZJ+IiIiIyEsx2SciIiIi8lJM9omIiIiIvBSTfSIiIiIiL8Vkn4iIiIjISzHZJyIiIiLyUkz2iYiIiIi8FJN9IiIiIiIvxWSfiIiIiMhLMdknIiIiIvJSTPaJiIiIiLwUk30iIiIiIi/FZJ+IiIiIyEv5eTqAokBEBEB5AFc8HQsRERERkSEcwFlV1dx2YLJvm/IATns6CCIiIiKiHKIBnMmtkMm+ba4AwKlTpxAREeHpWIiIiIjoJpeYmIiKFSsC+Yw8cUmyLyKjATwCoCGA6ao61dguAF4BMBxAEIBtAB5V1bNGeTMAiwDUAPArgIdU9V+jLBjABwB6AYgHMEFVP7c45lCj7QgAK4x204yy6gCWALgFwCEAw1T1T3ufV0REBJN9IiIiIioyXDVB9xyAqTAl3Zb6ABgMoDmAMgAuApgNACISCGAlgHcAFIfpROBTi7ovASgJoAKA/gDeE5HaRt2GAN4C0BtAReMx2aLu5wA2Gu1+AGCViPCqBhERERF5NZck+6r6tap+A+ByjqIqALaq6kmj1/1LAPWMsnYAUlV1oaqmAJgOoKmIVDXKBwN4RVUTVXUHgNUAHjDKHgCwQlV/VdUEmHr4HwIA44SgHoAZqpqiqvNget5tcotfRAJFJML8gGnyAxERERFRkeLupTe/AlBLRKoaw3IGAlhvlNUDsNe8o6peA/APgPoiUgxAWctyAPsA1LdW1yirJCJhRtkRVU3Npa41zwFIsHhwci4RERERFTnuHsoSA2AXgGMAMmBK0McYZWEAEnPsn2hsDzN+vmKlzFrdRIvtebWbm5kA3rT4ORx2JvyZmZlISUlBHish3fR8fHwQFBQE01QOIiIiInI2dyf7U2DqaS8NIAmmpPpjmMbyJ8E0udZShLE9yfg5HP9L3CMstuesG2GxPa92rTKuAmRdCbAnGT19+jTeffddbNu2DSkpKTbXu1kVL14cnTp1whNPPIHg4GBPh0NERETkVdyd7DcGsExVLwCAiCwE8LNRdgD/6+U3r75THcB+VY0XkRiYVvcx798AwH6Lug0tjtMAwElVTRKRAwBqikigxVCeBsjec+8Uly5dwsiRI+Hr64vhw4cjOjqavdZ5SE9Px+HDh7Fy5UocO3YM8+bN4+tFRERE5ESuWnrTz2jbF4CfiAQBuA5gN4D+IrIcpp714TCNnweAzQCCRWQ4gM8ATAKwR1WPG+WfAnhBRPoDqAvTEpwtjbKlALaIyHwAR426SwBAVQ+LyEEAE0VkFoAhABTAVmc/7x9++AHx8fFYvXo1Spcu7ezmvVK3bt1w6623Yvz48Th48CDq1auXfyUiIiIisomrJui+ACAZwAiYEu9kmFbTeRXACQAHAcQCaATgYSBr6ExvAGNhWsWnLYBBFm2+COASTMt6rgDwuKoeNuruAzAewDcwja0/C9OKPGYPAOhitDsaQB9VTXfi8wUA/P7772jSpAkTfTu1atUKgYGB+P333z0dChEREZFXcUnPvnETram5FD+cR71fYToBsFaWDODBPOouBrA4l7KjAFrlVtdZUlJSEB7OVTrt5evri9DQUCQnJ3s6FCIiIiKv4u6lN4ms4lh9IiIiIudjsu8mixYtQpMmTRAaGopy5cqhS5cuWLduHQCgSpUqCAkJQVhYWNbjvffec6gtAPjpp5/QokULREZGokSJEujQoQOOHzdNfZg6dSpGjBhhU8xDhw5FYGAgwsLCEBERgVatWuHPP//MVv7KK69kq7N582bUqFEDAPDZZ59le05hYWEICQmBiOCnn36y7YUjIiIiIocx2XeDl19+GZMnT8Yrr7yCCxcu4NSpU3j22Wfxww8/ZO2zfv16JCUlZT3GjBnjUFsJCQno1asXnn32WcTHx+Pff//FE088AV9fX4dinzx5MpKSknD58mX06NEDw4YNs7nugw8+mO05JSUlYfjw4WjTpg1atXL5qCoiIiKim567l9686cTHx2PGjBn44osv0KNHj6ztnTp1QqdOnZze1pEjRxAYGIg+ffoAAMLCwtC7d+8CPw8fHx8MGDAA06ZNc7iNlStX4osvvsAff/zh8MkHEREREdmOPfsutmPHDqSnp6N79+5uaatWrVpIS0vDiBEjsGHDBiQm5rx5sGPS09OxdOlSNG/e3KH6J06cwIgRI7B48WJUqFDBKTERERERUd6Y7LvYxYsXUbJkyWw92WXLlkVUVBSCgoKytnXr1g1RUVFZjy1btjjUVmRkJH766SekpqZi8ODBKFWqFAYNGoQrV644FP/06dMRFRWF0NBQvP766zf07JvLzQ/LKw5m169fx/3334/hw4c75aSHiIiIiGzDZN/Fihcvjri4OGRkZGRti4mJwaFDh5Campq17fvvv8fly5ezHnfeeafDbTVo0ACffPIJYmJisH37dmzfvh3Tp093KP5Jkybh8uXLSE5OxieffIKePXvi7NmzN5SbH99+++0NbTz//PNQVcycOdOhGIiIiIjIMUz2Xaxly5bw8/PD2rVrPdJW06ZN0adPH/z1118FOraPjw/uueceBAQEYPv27TbXW7t2LRYtWoRly5bB39+/QDEQERERkX2Y7LtYsWLFMGHCBIwePRpr165FcnIyMjIysHPnTpe0dejQIbz11ltZve9HjhzBmjVrcPvttxfoeagqvvvuO1y6dAm1a9e2qc6ZM2cwZMgQfPDBB6hatWqBjk9ERERE9mOy7wZTp07Fiy++iOeeew4lSpRAxYoVMWfOnGw99F26dMm2Hv2kSZMAADNmzEC3bt1sbis8PBzbt29H06ZNERoaik6dOqF79+6YOHGi1djCwsKwdetWAMDWrVsRFhaWrfzll19GWFgYwsPD8fTTT2PRokVo2LChTc970aJFiIuLw5AhQ25Yb/+zzz6z/QUkIiIiIoeIqno6hkJPRCIAJCQkJCAiIiLX/Z544gkEBwfjtddec19wXuKuu+5Cv379bL7hFxEREdHNLDExEZGRkQAQqaq5Lr/Inn0iIiIiIi/FZN+J/P39s62KQ7ZRVaSmpnICLxEREZGTMdl3opo1a2Lv3r1IS0vzdChFyuHDh5GUlIRatWp5OhQiIiIir8Ix+zawdcz+iRMn8MADD+CWW27BkCFDEB0dne0GWJRdeno6Dh06hLlz5+L69etYtWoV/Pz8PB0WERERUaFn65h9Jvs2sDXZB4BffvkF06dPR0xMjHuC8wL16tXDzJkzUaFCBU+HQkRERFQkMNl3InuSfcA0Bv3vv//GpUuXwNc3d76+voiOjkb58uU9HQoRERFRkWJrss8xEy4gIhx/TkREREQexwm6REREREReisk+EREREZGXYrJPREREROSlmOwTEREREXkpJvtERERERF7KJcm+iIwWkd9E5LqITLXY3l1EtotIgoicFZE3RcTfory6iPwsIteM+o0tynxE5G0RuSwisSIyLscxu4nIURG5KiKrRaSYRVkpEfnOKDssIh1d8byJiIiIiAoTV/XsnwMwFcCKHNsjjO1lATQG0AzAMxblnwPYCKA4gA8ArBIR8/KgowC0A1ALQGsA/zEn7SJS2qj7JIBSAC4DeMei3bkAYoyyZwB8KSLFC/okiYiIiIgKM5ck+6r6tap+A1PSbbn9c1Vdr6rJqnoBwCcAWgKAiNQGUA/ADFVNUdV5RnxtjOqDAbyhqudV9W+YTgYeMsp6A9itqmtV9RpMJxT9RCRYRMIA3AtgiqpeM+LaB6CXK547EREREVFh4ekx+20B7Df+Xw/AEVVNtSjfB6C+RfleW8pU9TiA6wCqA6gJIElVT+dS9wYiEigiEeYHgHB7nxgRERERkad5LNkXkb4AOgJ409gUBiDnrX4Tje3WyvMqsyzPr11rngOQYPE4nce+RERERESFkkeSfRFpD2AegJ6qet7YnATTmH5LEcZ2a+V5lVmW59euNTMBRFo8ovPYl4iIiIioUHJ7si8izQF8CaC/qu62KDoAoKaIBFpsa4D/DfM5AKChLWUiUgWAP4B/APwNIExEKuRS9waqmqqqieYHgCu2P0MiIiIiosLBVUtv+olIEABfAH4iEiQiviLSEMAaAA+r6mbLOqp6GMBBABONMfMjASiArcYun8K0Ak8pEakB4BEAS4yyVQCaiUhXEQkBMAXAcmMicBKA1QBeMibs9gDQyNhGREREROS1XNWz/wKAZAAjAEwy/j8YwHgAJQAsFZEk4/G9Rb0HAHSBaRWf0QD6qGq6UTYPwBaYeuq3A3hTVX8EAGMo0AMwLbEZZxzjSYt2xwAoD+AiTHMEBqjqJSc/ZyIiIiKiQkVU1dMxFHrGijwJCQkJiIjIOfyfiIiIiMi9EhMTERkZCQCRxrBzqzy99CYREREREbkIk30iIiIiIi/FZJ+IiIiIyEsx2SciIiIi8lJM9omIiIiIvBSTfSIiIiIiL8Vkn4iIiIjISzHZJyIiIiLyUkz2iYiIiIi8FJN9IiIiIiIvxWSfiIiIiMhLMdknIiIiIvJSTPaJiIiIiLwUk30iIiIiIi/FZJ+IiIiIyEsx2SciIiIi8lJM9omIiIiIvBSTfSIiIiIiL8Vkn4iIiIjISzHZJyIiIiLyUkz2iYiIiIi8FJN9IiIiIiIvxWSfiIiIiMhLMdknIiIiIvJSHkv2ReRZETklIldE5HcRCTe2TxSRCyJySUReExGxqNNMRPaKyDUR2SIilS3KgkXkU6O9kyIyMMfxhorIaRFJFJGPRCTAfc+WiIiIiMj9PJLsi8hjALoCaAUgAsAQAGkicjeAxwC0AFAPQDcAw406gQBWAngHQHEA2wB8atHsSwBKAqgAoD+A90SktlG3IYC3APQGUNF4THbpkyQiIiIi8jBRVfceUMQXwCkAbVT1nxxlnwPYr6qvGD8PBTBMVe8UkbsAzFXVGkZZCIA4APVV9biInAPQT1W3GeWLAfyrqlNEZCaAUqo6wihrB+BjVa0MK4wTi0CLTeEATickJCAiIsIZLwMRERERkcMSExMRGRkJAJGqmpjbfp7o2Y8GEALgPhGJFZHDIvKIUVYPwF6LffcBqG+tTFWvAfgHQH0RKQagrK11jbJKIhKWS4zPAUiweJy26xkSERERERUCfh44ZgUAkQBqAagCoCaAH0XkEIAwAJZnJonGNlgpsyw373PFxrqJFtuTrMQ4E8CbFj+Hgwk/ERERERUxnujZTzb+naaqyaq6F8AyAHfDlHhbjpOJwP+S8ZxlluXmfcJtrBthsf0GqpqqqonmB7KfRBARERXY/v37sWjRIpw7d87ToRCRF/NEsn8EQBoAy8kC5v8fANDQYnsDAPutlYlIMIDqMI3xjwcQY2tdo+ykqlpN9omIiFxp7dq1uOWWWzBixAg0atQIBw8e9HRIROSl3J7sq+pVAF8BmCQigSJSF8AAAGthWl3nURGpJiJlAIwHsMSouhlAsIgMNybQTgKwR1WPG+WfAnhBRMJF5HYAvQAsNcqWAugrIk1FJNKoa26XiIjIbS5fvoyhQ4eiS5cuOHPmDEqXLo0HH3wQ6enpng6NiLyQp9bZfwymZTLjYEryJ6vqVlX9DsA8ALsAHAKwDsCHgGloDUxLZ44FcBlAWwCDLNp8EcAlAOcArADwuKoeNurug+nE4RuYxt6fBfCKK58gERGRNfPnz0diYiIWLFiA8uXL48MPP8Tvv/+O5cuXezo0IvJCbl96sygSkQgACVx6k4iICiI9PR3VqlVD586dsWjRoqztXbt2xblz5/DHH3/A4l6SRES5KsxLbxIREd2Utm7dilOnTuHRRx/Ntn3cuHHYu3cvfv31Vw9FRkTukpGRgbS0NLcdj8k+ERGRm6xcuRIVK1ZEs2bNsm3v1KkTypcvj48//thDkRGRq6kqZsyYgYiICERFRWHSpEnIyMhw+XGZ7BMREblBZmYmVq1ahT59+twwVMfX1xeDBg3CsmXLcP36dQ9FSESuNGPGDEyaNAmjRo3C2LFjMWvWLEycONHlx2WyTzc4deoUZs+ejc8++4x/dIiInOSvv/7CmTNn0LNnT6vl/fr1w6VLl7Bt2zY3R0bkPHFxcTh27Jinwyh0/vjjD0ydOhWTJk3C7NmzMWPGDLz++ut44403sHnzZpcem8k+ZbNjxw7Ur18fkyZNwqBBg9ClSxekpKR4OiwioiJv8+bNCAgIwB133GG1vGnTpqhQoQJWr17t5sjoZrBq1Sq0b98eY8aMwZUrrrlX6KJFi1C+fHlUr14dgwcPZoehheeffx41a9bEiy++mLVt7NixuOOOOzBmzBiXDudhsk9ZEhMT0b9/fzRo0ACxsbHYsmULduzYgaeeesrToRERFXmbNm1Cy5YtERwcbLVcRNCrVy98/fXX4Ep55EybNm1C3759kZGRgU8//RR9+vRBZmamU4+xbds2jBw5EkOGDMH777+PZcuW4ZVXuMo5ABw6dAjff/89JkyYgICAgKztPj4+eOedd3Dw4EF88cUXrgtAVfnI5wEgAoAmJCSoN3vuuec0NDRUjx8/nrVt3rx5CkB/+eUXzwVGRFTEZWRkaLFixXTKlCl57rdu3ToFoH/88Yd7AiOvl5GRofXq1dO2bdtqenq6bty4UQHo/PnznXaMzMxMbdKkibZo0UKvX7+uqqqTJ09Wf39/PXXqlNOOU1SNGTNGS5curSkpKVbL7777bq1Xr55mZGTY1W5CQoICUAARmkcey559AgDEx8fj3XffxWOPPYYqVapkbX/kkUfQpEkTPP/8854LjoioiNu7dy/i4+PRvn37PPdr164dwsPDsWbNGjdFRt7u+++/x4EDB/DKK6/A19cXHTt2xIMPPoiXX34ZqampTjnG6tWr8ccff+DVV1+Fn58fAOCZZ55BWFgY3njjDacco6iKj4/H4sWLMWbMGAQGBlrd5/nnn8eBAwewbt06l8TAZJ8AmMbZpaWlYfz48dm2+/r6YtKkSdi0aRP27NnjoeiIiIq2bdu2wd/fH82bN89zv4CAANx111349ttv3RSZdzhz5gzeeOMNLFq0yGkJrKulpaUhMTHX+yA5zeLFi3HLLbegdevWWdteeOEFnD17FkuXLnXKMd577z20bt0abdu2zdoWHh6OUaNG4aOPPkJycrJTjlMULVy4EOnp6Rg1alSu+9xxxx245ZZbMHfuXJfEwGSfoKpYvHgx7r33XpQpU+aG8t69e6Nq1ao3/dk5kaccPnwY99xzD2rUqIGHH34YFy5c8HRIZKddu3ahcePGCAoKynffHj16YNeuXYiNjXVDZEWf+bWdPHkyRo4cic6dOxf6hSV27dqFSpUqoVixYnjttddcdpxr165h7dq16N+/f7blXuvUqYMuXbpg4cKFBT7GhQsX8H//938YNGjQDWVDhw5FYmLiTTvpPD09HXPmzMHAgQOt5ldmIoLHHnsMa9eudclKRkz2Cb/99hv279+PIUOGWC339fXFY489hpUrV+LixYtujo7o5vbnn3+iWbNmOHjwILp3745vvvkGrVq1QlxcnKdD81qqin379jn1992vv/56w420ctOtWzcAwNq1a512fG8VExODe++9FzVr1sTp06fx008/YdeuXZg0aZLTjnHhwgX89ttvTpvQmpCQgHvvvRdVq1bFY489hgkTJmDr1q1OaTun9evX49q1a+jTp88NZQ8//DC2b9+OgwcPFugYq1atgqpaPUatWrXQsmVLfPLJJwU6RlH19ddf49SpUzYtdDJw4EBERUVh3rx5zg8krwH9fNwcE3SffvppLVOmTNakGmtiYmLU19dX3333XTdGRnRzS0hI0EqVKumtt96qiYmJqqp69OhRLV26tHbt2lUzMzM9HKH3yczM1EGDBikADQ8P123bthW4zYSEBBUR/eijj2yu06JFC+3Tp0+Bj+3tHnroIS1VqpSeO3cua9uMGTPU399fjx07VuD2v//+ew0ODlYA2rFjR7169WqB25w8ebKGhIToyZMnsya2dujQocDtWjNy5EitU6eO1bKUlBQtUaKEPvvsswU6RseOHbVTp065lr/99tsaEBCQ9TvsZtKqVStt27atzfuPHz9eixcvrteuXbNpf1sn6Ho8kS4KD29P9uvVq6fDhw/Pd7+ePXvqbbfd5oaIiEhV9amnntKQkBA9ceJEtu1r1qxRAPrZZ595KDLv9cknnygAnTNnjrZq1UqrVKli8x/e3Pzf//2fAtC//vrL5jrTp0/XsLCwXFfvINU9e/aoiOi8efOybb969aqWKVNGR48eXaD2z5w5o5GRkdq9e3f96quvNCgoSMeNG1egNpOSkrR48eL61FNPZW377LPPFIAePXq0QG1bU6dOHR01alSu5SNHjtSqVas63HEQGxurPj4+umDBglz3+eeffxSAfvXVVw4dI6czZ87o/PnzdefOnU5pz1V27dqlAHTlypU21/n7778VgM0dA0z2mezb5N9//1UAunz58nz3Xblypd1/sIjIMYcPH1YfHx997bXXrJb37t1bq1SpoqmpqW6OzHtlZGRonTp1tFevXqr6v/cgZzJpr1dffVVDQ0M1PT3d5jp//vmnAtB169YV6NjeKjMzU9u3b6916tSxelV68uTJGh4erleuXHH4GKNHj9aSJUvqxYsXVVV15syZ6ufnp//++6/DbS5fvvyGxP7q1asaFham06ZNc7hda2JiYhSAfv7557nus2HDBgWgv/76q0PHmDdvnvr6+uqFCxfy3K9Bgwb60EMPOXQMS7///rsWK1bMnODq+++/X+A2XeWBBx7QKlWq2PW9V1Xt2rWrzR2rTPaZ7Nvk/fffV19fX42Pj89339TUVC1WrJg+99xzrg+MbBIbG6sbNmzQgwcPckhHDtevX9d169bp22+/rStXrtTk5GRPh2SX0aNHa+nSpXONe9++fSoiTl0r+2ZnXuN+69atWdv69u2r9evXL9D3q2/fvnZdylc1JbMVK1bUJ554wuHjerNvv/1WAeiaNWuslv/777/q4+OjH3zwgUPtx8bGamBgoL7yyitZ25KSkrREiRL65JNPOtSmquqgQYO0UaNGN2y/7777tEWLFg63a82XX36pAPTMmTO57nP9+nUtWbKkw0N52rdvr126dMl3v+eff16LFy+e53Dh/CQnJ2vt2rX1lltu0QsXLujo0aPV399fDx065HCbrnL8+HH19fXV//73v3bXNV+5teXKBZN9Jvs2uffee7V169Y27z9y5EitVKmS3Td+IOe6du2aPvHEE+rj45PVw9G+ffsC9Th5kz///FMbNWqkADQwMFABaPny5XXDhg2eDs0mcXFxGhwcrC+99FKe+/Xv31+rV6/O76OTPPzww1qjRo1sib35D++ff/7pcLuVKlXS//znP3bXGzNmTIGGWHir69eva926dbVdu3Z5vjadOnVyeCz83Llz1c/PT+Pi4rJtnzhxokZFRTk0vOr69etarFgxfeGFF24o++CDD9THx0cvXbrkULzWjB8/XqtWrZrvfo888ohDn7Nz586pj4+PLly4MN99f/nlFwVQoDkwr7/+uvr5+WWNLkhOTtbKlSvrfffd53CbrvLkk09q8eLFNSkpye666enpWqVKFR0yZEi++zLZZ7Kfr9TUVA0PD8/Wc5GfLVu2KAD96aefXBgZ5SUpKUnvvPNODQ4O1ldffVWPHDmiX331lVaqVEmjo6NdMu6zKPn55581IiJCGzVqpNu3b9fMzEw9ePCgdu7cWX18fPK8pF1YvPLKKxoUFKTnz5/Pcz/zH9Bvv/3WTZF5L3MP54QJE7JtT0tL0xIlSjh8RTM2NlYB6BdffGF33bVr13LopBXz589XALp79+4893v//ffVx8dHY2Nj7T5Gx44dtXPnzjdsP3jwoM1DX3PavHlzrkNmTp486XC7ubnzzjttSoTXr1/v0FCe3E6IrElPT9cSJUropEmT7DqGWXJyspYtW/aG+YXvvfee+vj4FKq79J4+fVqDg4P1xRdfdLiNWbNmaWBgYL7Do5jsM9nP16ZNmxSA7tmzx+Y6GRkZWrFiRX300UddGBnlJjMzUwcMGKChoaE39JCcOXNGa9asqfXr1y/QONWi7NixY1q8eHFt27btDSs/pKen60MPPaS+vr66fv16D0WYv5SUFC1btqyOHDky330zMzO1WbNmNl1Gp7yZOzKsXTofPHiwNmnSxKF2zcNNHFkZJjk5WUNCQnTWrFkOHdsbXb58WUuXLq2DBg3Kd9/z58+rr6+v3UPd4uLi8qzXrFkzvffee+1qU1V13LhxWr58+VyvxFWtWrXAE4DNMjIyNDw8XGfOnJnvvo4O5bnzzju1a9euNu//4IMP6i233GLXMcwWL16sAPTIkSPZticmJmp4eLhOmTLFoXZdYejQoVqqVKkC5YwXLly4YRiZNUz2mezna8KECVq6dGm7hwBMmDBBixcvXmgnBl67dk1/+uknXbp0qa5evVpPnjzp6ZCc5u23385zVYMDBw5oWFiYPvzww26OzPOuXbumDRs21OrVq2dNqMspPT1du3btqsWLF3fKsnyuYP6jdvDgQZv2N68ec+DAARdH5t2mTZumUVFRVn8fmldLOXv2rN3tTpkyRUuUKOHwUJx77rnHrqGW3m78+PEaEhJic09up06dtGPHjnYd48MPP1QRybacp6VXX31Vg4OD7VqGMzMzU6tXr55nR9nAgQOdNm7/yJEjdk3wHjlypFapUsXmz+nZs2dVRPTDDz+0OSbz9yivOQS56dSpk955551Wy4YOHaq1a9cuFMPdNm3apCKi7733XoHbeuyxx7R48eJ55p5M9gtBsn/mzBl95513dNiwYTps2DD973//69DlRFdp1KiRQ7Pj9+7dqwB09erVLojKcfv379cRI0ZoSEhI1jh2y/HsrlymKzk5WT/++GMdPXq0TpgwwSXHOn78uIaEhOQ7Ye/9999XAPrjjz86PYa8xMTE6N9//+2xibBPP/20BgYG5jvk4eLFi1qtWjW95ZZbCt2k3czMTG3UqJF2797d5jqpqalaunRpfeyxx1wYmffr2rWrduvWzWrZ+fPnVUR08eLFdrfbrVu3XNu1hXksty1/O9LS0vK97F+U/fXXX+rn52fX0FPzajG2DDUx6969u7Zp0ybX8kOHDtn9N/Cvv/5SALp27dpc93nnnXc0ICDAKcutfv755wrA5s/Djz/+aPOkUFXVOXPmqL+/v11zDOLi4lREdNGiRTbXUTWdWOQ12dp89Wzv3r12tetsZ8+e1YoVK+qdd95p9wo81pw+fVoDAwPzXKXp0qVLTPad9bA32b9y5Yo+/vjjGhAQoAEBAXr77bfr7bffrgEBARoSEqLTp093ygehIM6cOaMAdOnSpQ7Vb9iwofbv39/JUTkmPj5en3zySfX19dXo6GidNm2a/v7773rlyhU9c+aMfvLJJ9qoUSMVEX355ZedPplx9+7dWr16dQWgDRo00LJlyyoAHTx4sEOTc6zJzMzUbt26aXR0dL43JsnIyNC2bdtqrVq1NC0tzSnHz83169d1zpw5WrNmzawTKz8/P+3Vq5f+8ssvLj22pZ9//llFJNdlKnP67bffNDAw0OF1uNPT0/XLL7/UIUOG6L333qtTpkxxyuRo8zJ49p6oTZo0ScPDw51205qLFy/qV199pe+//76uW7eu0J0UOVtGRoZGRkbqyy+/nOs+zZo10/vvv9+udjMzM7VUqVI6efJkh2OLi4vTwMDAfD/bH330kZYsWVIBaPPmzfWff/5x+JiFUWpqqjZp0kTr1q1r1+fR3ANt64laQkKCBgQE6FtvvZXnfrVr17bp/jRmM2bM0NDQ0Dxj//XXXxWAbt++3eZ2c/PMM89opUqVbN7/+vXrWrp0aX366adt2r9NmzZ699132x1Xy5YttW/fvnbVefPNNzUgICDXVQNTU1M1MjKyQGPkC+r8+fPauHFjrVChglNHE4wbN05DQ0NvuNeKqul5d+rUicm+sx72JPvbt2/X6tWra2hoqM6YMUMvX76cVRYXF6dPP/20+vj4aKdOnTzaA7No0SIVEbt6OyzNmjVLg4KCPDq0KSMjQxcuXKilSpXSsLAwffXVV3MdWpSenq5Tp05VADp06FCnJfy//PKLhoeH62233ZY1jCIjI0M/+ugjDQ0N1ebNm9u0rGl+li1bZldP0p9//qkionPmzCnwsXNz+vRpvf3229XHx0cHDhyoX331lf7444/69ttva4MGDRSAPvnkky4/4bh27ZrWrl1bmzdvbtdJtHmSn70Tdv/66y9t0qSJAtDGjRtrly5dNCIiQoOCgnTu3Ln2hp9Nt27dtEmTJnZfjj558qT6+PgU+Pjp6en60ksvaVBQULYrY1FRUfrss886/PuisDP3uuZ1kvXss89q+fLl7XpvTpw4oQD0m2++KVB8gwYNynPVpddffz2rg+GTTz7R6tWra7Vq1Zy6sosnZWZm6vDhw9Xf319/++03u+vfcccdes8999i079KlSxVAvifvzz77rJYqVcrm3znNmzfP947IaWlpGhAQ4JTf2x07drR7XsHo0aO1YsWK+X7GzffnceRK18svv6zh4eF2/V249dZb833t+vXrp7fffrvd8TjD/v37tWrVqlq6dGndt2+fU9tOSEjQ6OhobdeuXbb8Ji0tTe+//3719/dnsu+shy3Jflpamk6ePFl9fHy0RYsW+vfff+e6748//qglS5bUOnXqeGw8eb9+/bR58+YO1y/Il90Ztm/frrfddpsC0EGDBtk8BvCzzz5TEdGRI0cWeHzf33//rZGRkdq6dWurE2J//fVXLVasmLZt27ZAPaOXLl3S0qVL290bMnz4cC1RooRTTjZyOnr0qFauXFkrVqxotQc/PT1d33rrLfXz89MOHTq4dMLwM888o4GBgXaPWc/MzNSBAwdqWFiYzes0b9iwQSMiIrRBgwbZLnebr+YB0IkTJzr02dq/f78C0CVLlthdV9V0k6169eo5/LlOTU3Ve++9V318fHTixIl6+vRpzcjI0H379ukzzzyjoaGhGhERoVOnTs3WieENzENl8vqcmocK2LPa1VdffeXwWH9L27ZtUwD69ddf31D20UcfKQB9/vnns7YdP35cIyIibJrkXdhlZGTo2LFjC/TdeOONNzQwMNCm30P33XefTTc0+vnnn21eSvLcuXMKQD/++ON8973lllucMueqTJkydvd0m1cLyu+q7KxZszQ4ONihzr49e/YoAN20aZNN+x84cEAB6IoVK/Lcb+HChQXqwHTUqlWrNDw8XBs0aGC1990ZtmzZogEBAdqzZ089efKk7tu3Tzt27Kh+fn66ZMkSJvs3PFmgFIDvAFwFcBhARxvr5Zns79u3T2+99Vb19fXVadOm2XTTiCNHjmQlS+6+IcT169c1KipKp06dWqB22rZta3VpMlc6ePCgPvjggwpAb731VofW7P3www8VgL7++usOx3H16lVt1KiR1qhRI8/EZ/v27RocHKz33Xefw1cTHnnkEY2IiLB7UtOZM2c0JCREn3nmGYeOm5sLFy5ojRo1tGbNmvmerG7ZskXDw8O1bdu2ThvSZGnnzp3q4+Nj04oT1iQmJmrt2rW1YcOGeu3atTz3XbRokfr5+WnXrl1zHS4ze/ZsBaBvvvmm3bEMHz5cy5cv7/DE940bN9r1R9RSZmamPvTQQxoQEJDrMp6xsbE6btw4DQoK0qioKJ00aZLu27cv63OdmZmpcXFxumvXLl25cqV+8MEHumLFigInumbXr1/XefPm6cCBA3XWrFlO/TwNGzYs31VC4uPj7Z6QOGHCBK1QoUJBw9PMzEzt0KGD1q1bN9t47m+++UZ9fX31kUceueEkb86cOUV+2c6TJ09q165dVUT03Xffdbidf/75x6ZlLa9du6YhISE2/T5JT0/X0qVL27SCzYIFC9THx8emq/lDhw61+e6puYmLi1MAumzZMrvqpaena7ly5fTxxx/PdZ/MzEytX7++3UPazDIyMrRs2bI2/12aNGmSRkVF5dthdurUKYeec0G8+uqrCkD79OnjtCGUuVmzZk22OwdHR0frjz/+yAm6Vp8s8CWARQBCANwD4CKA4jbUs5rsHzt2TMeMGaN+fn5ar149u9eoPX36tNarV09LliypO3bssKtuQZh7iQp6TPMaxrmtWOAsaWlp+t1332mfPn1URLR8+fK6YMGCAs17mDhxooqIfvfddw7VHzp0qAYHB9s0Iejrr79WEblh/W5bmJdHdXRm/5QpUzQwMNBpPQ7Xr1/Xtm3baqlSpWweE/zzzz9rWFiYdu3atUB3T8wpJSVF69evr02bNi1Qu3v37tXg4GAdOHCg1c9URkaGPvfccwpAH3300XyPZf5sWeuFzc3p06fV39+/QCegmZmZWqdOHYduMGNe5cmWOTxnzpzRJ554QiMjIxWAhoSEaNmyZTUiIuKGifEAVES0f//+Dq3AYXb16lXt2LGjioi2aNFCAwMDtVmzZk77A1u7dm2bJjg3adJEhw4danO7jgylyM3vv/+uAQEBOnToUE1JSdHPPvtMg4KCtHfv3lY/t6mpqVqxYkV98MEHnXJ8d0pNTdU33nhDw8PDtXz58nlOarVV48aNdeDAgXnus2rVKgWghw8ftqnNhx9+WGvXrp3vfj169LD5DspvvfWWBgUFFeh32k8//aQAHBpS8txzz2lERESuJ9O//fZbge/tMWzYMK1fv36++2VmZmqVKlV0xIgRNrVbr149HTZsmMNx2cOc6E+aNMltqwDFx8frV199pd99911W5xST/RsT9jAAaQCiLbZtBjDMyr6BRoJvflQAoNOmTdNp06bpyJEjtWnTpgpAixUrprNmzXJ4mEZcXJy2atVKg4ODddWqVQ61Ya9JkyZpiRIlCjxJ+OLFi+rv75/vRCZHZGZm6o4dO/TJJ5/UUqVKKQCtV6+evv/++05ZqSAjI0N79uypERERNi9xaPbpp5/aPYTpzTffVAB23br92rVrWqNGDW3durXDVwWuXLmiZcuWddof/Jdffll9fHzsvqnahg0b1NfXN88eI3u9+OKL6ufnV6A7m5p9+eWX6uvrq7179842zvnMmTPao0cPFRF9/fXXbfqlnpGRoX379tWwsDCbe1WffvppjYyMLPAcmHfeeUd9fX319OnTNtc5ePCgBgUF6ZNPPmnXsVJSUnT9+vU6e/Zsfemll/TVV1/V5cuX6549e/TChQuakZGhZ8+e1Xnz5mnZsmW1ZMmSdneImPXv319DQ0Ozrlr89ttvGhYWZlfinZsLFy4oAP3ss8/y3ffJJ5/UatWq2dSuedKvPSvH5GfJkiXq5+enIqIA9P7778/zb8+cOXPUx8enyCw/nJmZqatXr9YaNWqor6+vjhkzxmnDEKdOnaoRERF5/v0YPHiwTUmo2TfffKMA8rw6n5SUpEFBQfrGG2/Y1Ka5g2f//v02x5HT/Pnz1dfX16G/lcePH1cRyfVv1bBhwzQ6OrpAc7GWL1+uAPLthDJ3TNp6tXLcuHFaoUIFlyff5pNCa3dCdjcm+zcm8LcAuJRj2xwAb1jZd6q1HqqoqCgtV66cNmrUSAcNGqRLly51yqXk5ORk7devn4qIzcOACqJp06b59nDYqlevXgW+5Gjp7Nmz+uKLL2q1atUUgJYtW1bHjx+vv//+u9O/wAkJCVq3bl2tXbu2zWOQjx49qmFhYTbd0MVSZmamjho1Sv38/HTjxo021fnPf/6jAQEBdp+M5GReijO/u03mZ+fOnerr6+vwLzhzHO+8806B4lA1JXt+fn5OvZHK119/rZGRkVqsWDEdNGiQ9unTR4ODg7V06dK6Zs0au9q6cuVKvmv+m507d05DQ0MdvkOrpcuXL2toaKjNY3WvX7+uzZo109q1a9u1Zri9zp8/ry1atNCIiAi7J1iaJ6fnvDz/wQcf2DS+OD9r1qxRAHr8+PF89zWPwbdljXd71zm31f79+/Xdd9/VLVu25Ps7MTExUcPCwjx2wyF7OpT27t2btbJI586dnT78yLxkdG5XCVJSUuxe0eXq1atZdzLPjTkxzHkzqNyYl1J0dKU8VdNJqS1XHHLTs2dPrV279g25SExMjAYEBOT5fG0RHx+vvr6+Om/evDz3Gz16tEZHR9vc2fXdd9/le/JVUMePH9fw8HDt27dvoVjXn8n+jQl8GwAncmybDmC+lX2t9uy7cuWZjIwMffHFF9XHx0fvuOMOp/RWWhMTE2PzRCFbfPnll3Zd9szNuXPndMSIERoQEJB1U6gff/zR5UuUHj58WCMjI7V79+75His1NVWbNWum1atXd2j4wPXr1/Wuu+7SyMjIfHttzAmIrUtJ5nfcunXravv27R3+5ZSUlKQ1a9bU2267rUA9OuPHj1cfHx+7k2dLCQkJWqNGDb311ludfmO306dP64QJE7RFixbatm1bnT59usMrmpjv5tu5c+c8T+AfffRRLVasWL4nBbYaNWqUli1b1qZevWnTpqmvr69L70FhlpiYqLfddptGR0fbPPTv7NmzWrx4cR0wYMANZRkZGdqwYUPt0KFDgeJ67rnntFy5cjZ9N2JjY21OxMw3EHLW++qoRx99VMuXL+/yTiSz3377Tfv165c1vrhMmTLav39//fjjj61Onjx69KiOGDFCfXx8tFatWrpmzRqXJFGZmZlao0YNfeSRR6yWr1692qEe9V69eukdd9yRa/mgQYO0Xr16drVZsWJFu+9ma6ljx475rl6Tl927dyuAG9bDHzVqlEZFRTlllae2bdtqz549cy1PSUnRYsWK2TX89cqVK+rn51fgVclyk5mZqXfddZdWrFix0Nxklcn+jQm8zT37Vuq67Q6627Zt01q1aqmI6NChQ50+u9t8Z8Dz5887pb1r165peHh4gda3ff/99zUiIkJLlCihr776qttX+vj+++9VRLKtZpGTeem3gIAA3bVrl8PHSkhI0AYNGmiVKlVyHWrx22+/aWRkpN5zzz1OWyLUfPLg6DjLRx99VENCQgp8Upeenq733nuvhoaGOrSEXmZmpg4YMEDDw8PzXPGqsPjxxx/V19dXx48fb7V8x44d6uPj49CE3twcOnRIfX199e23385zv99//139/Px00qRJTjt2fk6fPq3lypXTFi1a5HsykpmZqd27d9cyZcrkusKGeTjA77//7nBMd955p10rXdWpUyfPu6CajRs3zuYhP65kHmPt6mGiKSkpOmnSJPX19dU6dero1KlTdcGCBfr8889rs2bNFID6+Pho27ZtdcyYMfrYY49py5YtVUS0TJky+tZbb7n8ruzPPPNMrstlDhw4UBs2bGh3m+a/qTExMTeUpaSkaEREhN1XVnr06KFdu3a1OxazcuXKFXiIycCBA7VYsWJZS5Bu2rTJqb+rZs2apSEhIbkOQzN/t+29st26desCnejkxTyEtyDzFZyNyf6NCbt5zH4Fi22brI3Zt1LXbcm+qmlC6rvvvqulSpVSf39/feyxxwo0uc1S3759nXY7brNhw4Zp1apV7e6FT09Pz1pS7ZFHHvFoD5h5so21cZWZmZn6wgsvKAD95JNPCnysEydOaHR0tJYrV043b96crWz9+vVaokQJbdasmVNPejIzM7Vdu3Zar149u3v4zONS87vkaqukpCS97bbbtHz58naPJZ40aZJNq2oUJv/973+tzvGIi4vTGjVqaPPmzZ1+L4KHH35YS5YsmesVqNTUVG3UqJE2atTI5QlWTjt37tTAwEAdMWJEnj24ixYtUuSzRv3169e1fPnyDi8xmZaWpsHBwTp79myb64waNcqmIRJ33HGH1SsSntC8eXO96667XNb+rl27tH79+urn56cvvfSS1c/U2bNndcGCBdqrVy9t1KiRNmzYUPv27asfffRRvithOcsvv/xidQz4lStXNDQ0VKdPn253m+fPn1cfHx+dP3/+DWXm5VrtnSj73HPPaXR0tN2xqP5vGJC99w/J6eLFi1krBj755JMaGhqqHTp0cNoVIvOwqh9++MFqeY8ePRxaN3/KlCkaFRXl9FEBqampWqlSJbuXwHY1JvvWk/blABYCCAbQAwVcjcfVrly5ojNnztRixYppUFCQPv300wVarzw1NVXDw8PzvEukI8yX/GyZ4GZ29epV7d27t1NuBOQMmZmZ+vzzz2etuGI+8YiLi9OHHnrIaUNqzM6dO6etW7dWAHrnnXfq2LFjtX379lnjVV1x4rN79267l6k8d+6clixZUnv06OHUS+vnzp3TSpUqaY0aNWy+emU+IXPm++AOmZmZ+vDDD6uI6KRJkzQmJkZ//fVXbdiwoZYqVcquddttdfLkSQ0KCsp1QvTYsWPVz8+vQD3iBWFe/ja3E8i///5bQ0NDbVpZY+rUqRoaGurQ72fzHUvtGfdvnkOQVwdMcnKyBgQEOGV+ijN89NFHKiJOv6vu1atX9dlnn1UfHx+99dZbXTb81FkyMjK0Vq1aN6xYNXfuXPX19XX4LtjdunWzet+a+++/X+vUqWP3707zEDBHhsuYJ7U64734999/tVevXlqpUiV99NFHnbrcbWZmplavXt3q/Ld///1XfX19HVqFzrwSkaOLAeRm/vz5KiIFmjjtCkz2rSftpQCsBXANwBEAnWys55Fk3+zy5cs6ZcoUDQ0N1dq1azt8hzbzOtyODJ/IT/fu3bVOnTo2nU3HxsZq8+bNNSQkpEBjt11h/vz5GhISooGBgVq7dm0NCAjQiIgIh2/mkpeMjAxdunSp3n333VqnTh3t0qWLfvbZZ04bumPNM888owEBATbdgCojI0PvuusuLVOmjNOGfVn6559/tGrVqlqxYsU8Jw9fu3ZNx4wZowB08uTJhWJSlL0yMjJ06tSpGhAQkDXhv06dOk6/26Il83KaOYdvOHOidEE8/vjj6u/vr1u3bs223Xzlx9a5MeYb/Dly1e2///2vBgYG2rVqiXneU16dG+aEwxW/ax1x9epVjYqK0okTJzqlvcuXL+vChQu1SpUqGhgYqNOnT3f5nbKdZd68eerj45M1YTYtLU1r1qxZoB7bFStWKIBsSzHHxsaqv7+/Q8NezL3e9q56pvq/Nf0LciNHd3nttdc0ICDghr8v48aN02LFijnUuZmamqqhoaE6a9YsZ4WpKSkpWrFiRYfvLeBKTPade5Lg0WTf7NChQ9qwYUONiopyaI38J554wmXLUu3cudOmoR6HDx/WatWqaZkyZZx+5u0ssbGx+vbbb+tTTz2l77zzjsbGxno6JKe5du2a1qpVS2+55ZZ8V1+ZNm1anpdZneH06dPatGlT9ff314kTJ2abuJmcnKyff/651q5dWwMDA502jMiTzp49q8uXL9f169e7PDnKyMjQ++67L6uH+a+//tJnn31WAehjjz3m8ZOmtLQ0vfPOOzUiIiJrDGxcXJx27NhRQ0ND7Vo9qlWrVtq9e3e7YxgwYIC2atXK7nr16tXLc+3vGTNmaHh4uMsXGLCHeRljR4dtpaam6urVq7Vfv34aGBioIqI9e/YsEnNnLF29elUrVqyonTp10vT0dJ01a5aKSIGucqWlpWl0dHS2YVsTJ07UkJAQh67SpqamOjzRdOzYsVqrVi2763lCXFycBgUFZZsvd+bMGQ0NDS3QXKJu3bppp06dnBGiqqq+9957KiJ236XdHZjse2Gyr2p6Y1u1aqVhYWF29Rqlp6dr2bJldezYsS6L7eGHH9aIiIhcl7DbsmWLFi9eXOvWrWvTMnfkGr///ruGhITogAEDck1GzBORpk2b5vJ4UlNTdfLkyRoaGqoAtFatWtqoUSMNCQlRANq1a1eX9oB7s9TUVB05cmTW1YSgoCCdOXOmxxN9s4SEBO3WrZsC0GrVqmloaKiWKFHC7rsAz5kzR/38/OxOrCpWrOjQHaYfe+wxrVGjRq7ld999t0vHyDti//79VpcwtaXeE088oSVKlFAA2rhxY3399dftupdDYbNu3Tr18fHROnXqOHzDw5wWLlyoAHT9+vW6d+/eG5JYezVo0EBHjx5td73OnTtrr169HD6uu02aNEmDgoL04MGDmpGRob1799bSpUsX6P4Ks2fP1qCgIKdc3UhJSdHo6Gh94IEHCtyWKzDZ99JkX9U0lr9p06ZaoUIFm3/h/t///Z8CBb9rbl4uXbqk1apV0/r162dbmSA9PV3feust9fPz0/bt2ztl2S4qmK+++kp9fHy0f//+2S6VZmZm6pw5c7JWg3JnUnjx4kVdvHixjh8/XseMGaOvv/6609favlmdPHlSN23aVCi/e+YbKY0bN05nzpzp0B25z507pz4+PrpgwQKb65w8edLhVWrM6+1bm2BunhvlzJtpOUvbtm21ZcuWNn2vY2JidNCgQQpAS5curc8884xNdwwvKtavX68DBgzQt956yylDJ9PT07Vr167q7++vwcHB2rhx4wJNPL7//vu1devWdteLjo52yj073OXKlStar149LVu2rLZr105FpMArR/3xxx8KQP/v//6vwPHNnTtXfXx8Cny/G1dhsu/Fyb6q6VJXdHS0Nm3a1KZfKA8//LBWqVLF5cnbgQMHtGzZslq6dGmdNGmSTps2TRs0aKAAdOzYsW5b65nyt3LlSg0ODtaKFSvqCy+8oK+//rq2bNlSAeiTTz7p0rkDRM7WsWNHuy7df/HFFwrA6pKJ+bl48aL6+vpaPbkwd6zs2bPH7nZdzXzTofXr1+e539atW7VUqVJasmRJXbBggVPuWn4zuHbtmr7xxhv68ssvF/jEevr06RoZGWnX3+zExEQF4JI5Zq505swZHTx4sLZt21ZXrlxZ4PYyMjK0VKlSBbqyomoaSlqhQgWn3YHeFZjse3myr6q6Z88eDQ4O1sGDB+f5CyE+Pl5DQkLcMiRD1fTFHT58uJYqVUqLFSum9957b4Hvckmu8c8//+hDDz2kJUuW1NDQUO3YsaPT7/hJ5A7z589XHx8fmyeTP/nkkwVaB79du3Z6991337D9mWee0TJlyhTKk+XMzExt3ry5NmvWLNchfAsXLlR/f3+98847XTIxn2xjXvLYlrs1m+3atUsBFOheMN5iwIABVldIssecOXPUx8enwPeXcSUm+zdBsq/6vyW63nrrrVz3efPNN9Xf39+hy+NEREWBeb3z999/36b9mzRpokOHDnX4eG+//bYGBARkWzEoMzNT69atq0OGDHG4XVfbtm2bioi+/vrr2banp6fr+PHjs5Yfdvf9Fyi7Y8eOKQBdu3atzXWWLFmiABy6w7u3Ma9K5Oj9apKTk7V8+fI6ePBgJ0fmXLYm+z6gIu2BBx7Af/7zH/znP//Bjz/+eEP5tWvX8Nprr2HgwIEoW7asByIkInK9UqVKoX379vjyyy/z3TchIQF//vkn2rRp4/DxevfujevXr2P58uVZ2/bs2YODBw/i/vvvd7hdV2vVqhXGjx+PCRMmYOHChcjMzMTBgwdx11134e2338acOXMwf/58BAQEeDrUm1rlypURFhaGffv22Vzn4MGDiI6ORnh4uAsjKxo6deqEzMxMbN682aH6H3zwAWJjYzF58mTnBuYhTPa9wMyZM9GhQwf0798fx48fz1b2yiuv4OLFi5gyZYqHoiMico/+/ftj06ZNuHDhQp77/fzzz1BVtG3b1uFjVapUCV27dsV7771nvgKMhQsXonz58ujcubPD7brDq6++iuHDh+ORRx5BaGgo6tWrh6NHj2L9+vV4/PHHPR0eAfDx8UGDBg3sTvbr1q3rwqiKjqpVq6Jq1apWO0Hzk5ycjJkzZ2LQoEGoWbOmC6JzPyb7XsDPzw/Lli1DVFQUunTpgr/++gsA8OWXX+LVV1/FlClTUK1aNQ9HSUTkWr1794aIYOXKlXnu99NPP6Fs2bKoXr16gY731FNPYc+ePVi1ahWOHj2KDz/8EI8//jh8fX0L1K6r+fr64oMPPsD27dsxY8YMrFixAocOHULHjh09HRpZaNiwYdbfc1sw2c+uU6dODiX7CxYswPnz5/HCCy+4ICrPEHOPBOVORCIAJCQkJCAiIsLT4eTq6NGjuPfee3HgwAFUrFgRJ0+exMCBA/HJJ58U+j8+RETO0LlzZ6gqNm7cmOs+d9xxB6Kjo20a8pMXVUWvXr2wadMmREREIDg4GH/++SdCQ0ML1C4RALzzzjt49tlnkZSUBD8/vzz3TUtLQ0hICN59912MGjXKTREWbl988QXuv/9+nDlzBuXLl7epzrVr11C9enV07doVH330kYsjLLjExERERkYCQKSqJua2H3v2vUiNGjWwe/duLFq0CP3798eqVavw2WefMdEnopuGeSjP+fPnrZbHx8dj586dThlqIyL47LPPMGzYMLRv3x7r169nok9O07BhQ6SmpuLvv//Od9+jR48iIyODPfsWOnToAAD4v//7P5vrzJ07F3FxcV4zVt+MPfs2KCo9+0REN7u4uDiULVsWc+fOxaOPPnpD+bJlyzBw4ECcOnUK0dHRHoiQyDYXLlxA6dKl8eWXX6Jfv3557rtixQrcd999iImJQZkyZdwUYeHXpEkTNGrUCEuWLMl338TERFStWhX9+/fHvHnz3BBdwbFnn4iIbjolS5ZEhw4dch2is3btWjRq1IiJPhV6pUqVQpkyZWyapHvw4EEUK1YMpUuXdkNkRUevXr2wevVqJCcn57vvW2+9hWvXrnnVWH0zJvtERORV+vfvj82bN+Ps2bPZtqekpOCbb75Bz549PRQZkX0aNmxoc7Jft25diIgboio6Bg0ahMTERHzzzTd57hcbG4vZs2djzJgxqFChgpuicx8m+0RE5FX69euH0NBQvPvuu9m2r1mzBgkJCRg8eLCHIiOyj73JPmVXs2ZNNG/ePN9hPBMnToS/vz+ef/55N0XmXkz2iYjIq0RGRmLEiBGYP38+EhISsrbPnTsXLVq0QO3atT0YHZHtGjZsiGPHjuHq1au57pOeno4DBw6gYcOGboys6Bg5ciTWrl2LgwcPWi3fvn07Fi9ejBkzZqBEiRJujs49mOwTEZHXefrpp5GWloZJkyYBAH744Qds2bIFEyZM8HBkRLZr0KABVBUHDhzIdZ8jR44gNTUVjRs3dmNkRceDDz6IChUqYNasWTeUJSUlYciQIbj99tsxYsQID0TnHkz2iYjI61SoUAEzZszA3LlzMWTIEAwaNAhdunRBr169PB0akc3q168PEclzKM+ff/4JAGjUqJG7wipSAgMDMWnSJCxZsgRbt27N2p6RkYHhw4fj3LlzXr9MOZN9IiLySk888QRmzZqFLVu2oG3btli6dCknMFKREhISgurVq+eZ7O/duxfR0dEoXry4GyMrWkaOHInWrVujb9++2LFjB2JjY/HAAw9gxYoVWLJkCWrUqOHpEF2K6+zbgOvsExERkSf07t0bSUlJ2LBhg9Xyu+++GyKC7777zs2RFS1xcXHo2rUr9uzZAwAIDw/Hhx9+iPvuu8/DkTnO1nX2877/MhERERF5TMOGDbFgwYJcy//8808MGTLEjREVTSVLlsQvv/yCDRs2ICEhAV26dPHaCbk5MdknIiIiKqQaNmyI2NhYXLhwAaVKlcpWdubMGZw9exZNmzb1UHRFi7+/P+6++25Ph+F2HLNPREREVEiZl9S0Nm5/x44dAICWLVu6NSYqWpjsExERERVSNWvWREREBLZv335D2S+//IJKlSqhfPnyHoiMigq3J/siEi4iC0XkkohcFpElFmXBIvKpiFwRkZMiMjBH3aEiclpEEkXkIxEJsCirLiI/i8g1EflNRBpblPmIyNvG8WJFZJx7ni0RERGR43x9fdG2bVts2rTphrJffvmFvfqUL0/07H8IIAFAFQClALxlUfYSgJIAKgDoD+A9EakNACLS0Ni3N4CKxmOyRd3PAWwEUBzABwBWiYh5TsIoAO0A1ALQGsB/RKSj858aERERkXN16NAB27dvR2pqata2pKQk7N69G61atfJgZFQUuDXZF5F6AJoCeFZVE1X1uqr+brHLYACvGGU7AKwG8IBR9gCAFar6q6omAHgFwENGu7UB1AMwQ1VTVHUeTM+tjUW7b6jqeVX9G6aTgYdc+2yJiIiICq59+/ZISUnBzz//nLXtxx9/RFpaGrp16+bByKgocHfPfjMAfwP4WEQuisgOEbkDAESkGICyAPZa7L8PQH3j//WslFUSkTCj7IiqptpRtz5yISKBIhJhfgAIt/N5EhERETlFo0aNUKlSJSxfvjxr23fffYeaNWt6/Q2hqODcnexXANAFwCaYEvu3AXwjIlEAwox9rljsn2ixPcz42bLMvD1nmS11w5C752AaamR+nM5jXyIiIiKX8fHxwcCBA/Hll18iLS0NycnJWL58Ofr06ePp0KgIcGqyLyLbRERzebwCIBnACVVdZAzhWQbgHIDmAJKMZix70SMsticZP1uWmbfnLLOlbhJyNxNApMUjOs8nTkRERORCQ4cORXx8PN5//30sWrQIly9fxsiRIz0dFhUBTr2plqq2zqtcRDoD0JzVjLrxIhIDoCEA86C0BgD2G/8/YJTBouykqiaJyAEANUUk0GIoTwMAb+aou9eibD9yYbSRNSRIRPJ6WkREREQuVadOHYwYMQLjx4+HqmLEiBGoVq2ap8OiIsDdd9DdDEBEZAiAT2FaWaccgJ1G+acAXhCR/gDqAugFwLym1FIAW0RkPoCjACYBWAIAqnpYRA4CmCgiswAMgekkYqtFu/8RkfUw9dQ/YuxDREREVCS88847qFChAjIzM/H88897OhwqIkQ1Z0e7iw8o0gjAIpiS+cMAnlTVn42yYAALYUry4wFMUNWlFnWHApgO0zCcFQAeNffki0gNAB8DuBXAIQDDVPUPo8wHpl7+oQDSAMxSVXOvvy0xRwBISEhIQEREztFCRERERETulZiYiMjISACIVNWcc1ezuD3ZL4qY7BMRERFRYWJrsu+Jm2oREREREZEbMNknIiIiIvJSTPaJiIiIiLwUk30iIiIiIi/FZJ+IiIiIyEsx2SciIiIi8lJM9omIiIiIvBSTfSIiIiIiL8Vkn4iIiIjISzHZJyIiIiLyUkz2iYiIiIi8FJN9IiIiIiIvxWSfiIiIiMhLMdknIiIiIvJSTPaJiIiIiLwUk30iIiIiIi/FZJ+IiIiIyEsx2SciIiIi8lJM9omIiIiIvBSTfSIiIiIiL8Vkn4iIiIjISzHZJyIiIiLyUkz2iYiIiIi8FJN9IiIiIiIv5fRkX0Tmi8hREVERaZej7FkROSAiV0TkiIgMy1Hezah7VURWi0gxi7JSIvKdUXZYRDrmqDtRRC6IyCUReU1ExKKsmYjsFZFrIrJFRCo7+3kTERERERU2rujZ/wPACADHrJQpgAcARAG4D8AsEWkFACJSGsDnAJ4EUArAZQDvWNSdCyDGKHsGwJciUtyoezeAxwC0AFAPQDcAw42yQAArjbaKA9gG4FPnPFUiIiIiosJLVNU1DYscAjBKVTfnsc9SAHtUdbaIPAqgn6p2MsqqAjgIoBgAXwCXAFRT1dNG+WYAH6vqRyLyOYD9qvqKUTYUwDBVvVNE7gIwV1VrGGUhAOIA1FfV47nEFQgg0GJTOIDTCQkJiIiIcOwFISIiIiJyksTERERGRgJApKom5rafx8bsi4g/TD3x+41N9QDsNZcbifh1ANUB1ASQZE70DfsA1LdWN68yVb0G4B+LcmueA5Bg8Tidx75ERERERIWSJyfozgZwAsA64+cwADnPShKN7XmVWaubV1nOcmtmAoi0eETnsS8RERERUaFkV7IvItuMibfWHq/Y0c5zADoAuE//N44oCUDOMTIRxva8yqzVzassZ/kNVDVVVRPNDwBX8n1SRERERESFjF3Jvqq2VlXJ5fGCLW2IyGMwTeDtoqqXLIoOAGhosV8VAP4wDbn5G0CYiFSw2L8B/jcEKFvdvMpEJBimoUH7QURERETkxVyx9GaAiAQBEAABIhJkXgZTRB4C8DxMif7ZHFVXAWgmIl2NSbRTACxX1WRVTQKwGsBLIhIsIj0ANDK2AabVdR4VkWoiUgbAeABLjLLNAIJFZLgx8XYSTJOCrU7OJSIiIiLyFq4Ys78eQDKAWjCNx08GYF7X/iWYls78U0SSjMfzAKCq52FalnMuTKvllIBpGU6zMQDKA7gI4E0AA8xXBlT1OwDzAOwCcMg47odGWSqA3gDGwrScZ1sAg5z/tImIiIiICheXLb3pTUQkAkACl94kIiIiosKg0C+9SURERERErsVkn4iIiIjISzHZJyIiIiLyUkz2iYiIiIi8FJN9IiIiIiIvxWSfiIiIiMhLMdknIiIiIvJSTPaJiIiIiLwUk30iIiIiIi/FZJ+IiIiIyEsx2SciIiIi8lJM9omIiIiIvBSTfSIiIiIiL8Vkn4iIiIjISzHZJyIiIiLyUkz2iYiIiIi8FJN9IiIiIiIvxWSfiIiIiMhLMdknIiIiIvJSTPaJiIiIiLwUk30iIiIiIi/FZJ+IiIiIyEsx2SciIiIi8lJOT/ZFZL6IHBURFZF2OcqKi8hyEbkkIrEiMkdEfC3Kh4rIaRFJFJGPRCTAoqy6iPwsItdE5DcRaWxR5iMib4vIZaPdcTmO282I6aqIrBaRYs5+3kREREREhY0revb/ADACwDErZS8BCAFQEUADAG2NfSEiDQG8BaC3UV4RwGSLup8D2AigOIAPAKwSET+jbBSAdgBqAWgN4D8i0tFot7RR90kApQBcBvCOE54nEREREVGh5vRkX1Xnq+pmANetFFcB8LWqXlXVCwDWAahnlD0AYIWq/qqqCQBeAfAQAIhIbWO/GaqaoqrzjNjbGHUHA3hDVc+r6t8wnQw8ZJT1BrBbVdeq6jUAUwH0E5Hg3J6DiASKSIT5ASDcoReDiIiIiMiD3D1m/30APUUkXETKAegGYINRVg/AXot99wGoJCJhRtkRVU3NUV4/j7pWy1T1OEwnItXziPM5AAkWj9O2PkEiIiIiosLC3cn+HwAiAMQDOAtgp6p+a5SFAUi02DfRYnvOMnN5WB51cyvLWW7NTACRFo/oPPYlIiIiIiqU7Er2RWSbMfHW2uMVG5r4EsAemBLtsgBqiciTRlkSTCcCZhEW23OWmcuT8qibW1nO8huoaqqqJpofAK7k87yIiIiIiAodu5J9VW2tqpLL4wUbmmgMYIEx7j4WpuS/o1F2AEBDi30bADipqklGWU0RCcxRvj+PulbLRKQKAH8A/9gQLxERERFRkeWKpTcDRCQIgAAIEJEgERGjeDeA4SLiLyIlANwH0/h6AFgKoK+INBWRSACTACwBAFU9DOAggInG5NmRABTAVqPupzCtwFNKRGoAeMRcF8AqAM1EpKuIhACYAmC5qiY7+7kTERERERUmrhizvx5AMkzLYK4z/l/ZKHsYwC0AzsOUvJ+AaXw8VHUfgPEAvoFpQuxZmFbkMXsAQBeYls4cDaCPqqYbZfMAbAHwN4DtAN5U1R+Nds8bdecCiANQAqZlOImIiIiIvJqoqqdjKPSM5TcTEhISEBGRc/g/EREREZF7JSYmIjIyEgAijTmmVrl7NR4iIiIiInITJvtERERERF6KyT4RERERkZdisk9ERERE5KX8PB1AUXL69GlO0CUiIiIij0tMzHVObjZcjccGInIrTHf+JSIiIiIqTJqq6m+5Fbok2ReR0TDd2KohgOmqOtXYLjCtnT8cQBCAbQAeVdWzRnkzAIsA1ADwK4CHVPVfoywYwAcAegGIBzBBVT+3OOZQo+0IACuMdtOMsuow3WTrFgCHAAxT1T/teD4RABJOnTrFnn0iIiIi8rjExERUrFgRyGfpTVcN4zkHYCpMN7Oy1AfAYADNAcQAWABgNoCBIhIIYCWAl2C6I+5k4982Rt2XAJQEUAFAPQDfi8hvqnpYRBoCeAumm24dgSnZn2w8AOBzAN8D6AhgGIBVIlLL4qZcNomIiGCyT0RERERFhksm6Krq16r6DUx3u7VUBcBWVT1p9Lp/CVPiDgDtAKSq6kJVTQEwHUBTEalqlA8G8IqqJqrqDgCr8b+TiQcArFDVX1U1AaYe/ocAQERqG8eYoaopqjoPpudtPokgIiIiIvJK7l6N5ysAtUSkqjEsZyCA9UZZPQB7zTuq6jUA/wCoLyLFAJS1LAewD0B9a3WNskoiEmaUHVHV1Fzq3kBEAkUkwvwAEG7/UyUiIiIi8ix3J/sxAHYBOAbgCkwJ9zSjLAxAzvFGicb2MOPnK1bKrNVNtNieV7u5eQ5AgsXjdB77EhEREREVSu5eenMKTD3tpQEkAZgJ4GOYxvInwTS51lKEsT3J+Dkc/0vcIyy256wbYbE9r3ZzMxPAmxY/h8OOhD8lJQW7d+/GpUuXwNWO8ubv7486deqgWrVqng6FiIiIyOu4O9lvDGCZql4AABFZCOBno+wAgDHmHY1hPtUB7FfVeBGJgWl1H/P+DQDst6jb0OI4DQCcVNUkETkAoKaIBFoM5WmA7Ml8NsZ+WcN+TIsI2ea7777DzJkzkZKSYnMdAho1aoS3336bE6CJiIiInMglyb6I+Blt+wLwE5EgANcB7AbQX0SWw9SzPhym8fMAsBlAsIgMB/AZgEkA9qjqcaP8UwAviEh/AHVhWoKzpVG2FMAWEZkP4KhRdwkAGKv1HAQwUURmARgCQAFsdfbzPnToEKZOnYpu3bphxIgRiI6Oho8Pb1Kcl5SUFOzYsQOvvPIKXnzxRbz99tueDomIiIjIa7gqE30BQDKAETAl3skwrabzKoATAA4CiAXQCMDDQFZvem8AY2FaxactgEEWbb4I4BJMy3quAPC4qh426u4DMB7ANzANtzkL04o8Zg/AtCznZQCjAfSxd9lNW6xbtw7FihXD1KlTUalSJSb6NggKCkK7du0wZswYbN++HZcvX/Z0SEREROQm06ZNQ8OGDbF9+3ZPh+K1eAddG5hvqpWQkJDnMJOxY8fCx8cHb76Z6wghysXRo0dx//3346OPPkLDhg3zr0BERERF2tatW9G2bVuEhYWhfPnyOHjwIDtK7ZCYmIjIyEggn5tq8RV1ooyMDPj5uXsahHfw9/cHAKSnO/2CCxERERVC77//PurWrYvvv/8eR44cwU8//eTpkLwSk303WbRoEZo0aYLQ0FCUK1cOXbp0wbp16wAAVapUQUhICMLCwrIe7733nkNtAcBPP/2EFi1aIDIyEiVKlECHDh1w/Lhp6sPUqVMxYsQIm2IeOnQoAgMDERYWhoiICLRq1Qp//vlntvJXXnklW53NmzejRo0aWT9XqVIFlStXxvXr17O2jRo1ClOnTrUpBiIiIvI+aWlpWLNmDQYMGIBWrVqhYsWKWL16tafD8kpM9t3g5ZdfxuTJk/HKK6/gwoULOHXqFJ599ln88MMPWfusX78eSUlJWY8xY8Y41FZCQgJ69eqFZ599FvHx8fj333/xxBNPwNfX16HYJ0+ejKSkJFy+fBk9evTAsGHD7G7jypUr+Oijjxw6PhEREXmfXbt2ITExET169ICIoF27dti61elrpzjFpUuXMGLECMyaNatILqnOMScuFh8fjxkzZuCLL75Ajx49srZ36tQJnTp1cnpbR44cQWBgIPr06QMACAsLQ+/evQv8PHx8fDBgwABMmzYt/51zGDduHGbMmIFhw4ZlDdchIiKim9eOHTsQEhKCxo0bAwDatm2Lzz77DImJiYVuGe6nnnoKy5YtQ3p6OipVqoQHHnjA0yHZhT37LrZjxw6kp6eje/fubmmrVq1aSEtLw4gRI7BhwwYkJuY6X8Mu6enpWLp0KZo3b2533fbt26NSpUpYvHixU2IhIiKiom3Hjh1o1qxZ1lzH5s2bIzMzM9tw4cIgNjYWn3/+Od58803cfffdeOONNzwdkt2Y7LvYxYsXUbJkyWzDaMqWLYuoqCgEBQVlbevWrRuioqKyHlu2bHGorcjISPz0009ITU3F4MGDUapUKQwaNAhXrlxxKP7p06cjKioKoaGheP3112/o2TeXmx+WVxwsTZkyBTNmzMg2dp+IiIhuTjt27EDLli2zfq5duzb8/Pywb9++PGq531dffQURwQMPPIBhw4bh999/x9GjRz0dll2Y7LtY8eLFERcXh4yMjKxtMTExOHToEFJTs27Si++//x6XL1/Oetx5550Ot9WgQQN88skniImJwfbt27F9+3ZMnz7dofgnTZqEy5cvIzk5GZ988gl69uyJs2fP3lBufnz77bdW2+nYsSMqVKiAjz/+2KE4iIiIyDtcvHgRZ86cQZMmTbK2BQQEoG7duoUu2d+4cSNat26NEiVKoFu3bggMDMSaNWs8HZZdmOy7WMuWLeHn54e1a9d6pK2mTZuiT58++Ouvvwp0bB8fH9xzzz0ICAhw+MYX7N0nIiKigwcPAgDq1auXbXvDhg0LnK84k6ri559/RqtWrQAAoaGhaN68eaGdSJwbJvsuVqxYMUyYMAGjR4/G2rVrkZycjIyMDOzcudMlbR06dAhvvfVWVu/7kSNHsGbNGtx+++0Feh6qiu+++w6XLl1C7dq1HWqjc+fOKFu2LL7++usCxUJERERFl/nmWbVq1cq2vWbNmoVqiMw///yDCxcuZCX7ANCmTRts27atSK3Kw2TfDaZOnYoXX3wRzz33HEqUKIGKFStizpw52Xrou3Tpkm2d/UmTJgEAZsyYgW7dutncVnh4OLZv346mTZsiNDQUnTp1Qvfu3TFx4kSrsYWFhWWdoW7duhVhYWHZyl9++WWEhYUhPDwcTz/9NBYtWlSgO9xOmTIFly5dcrg+ERERFW0HDhxA9erVERgYmG179erVERMTg6tXr3oosux27NgBAGjRokXWtpYtW+LChQs4ceKEh6KynxSlMxNPEZEIAAkJCQl5Lgf1xBNPIDg4GK+99pr7gvMS//77L/r27YsPPvgAt9xyi6fDISIiIhfp2rUrgoKCbrjS//PPP6N169bYu3dvgToWnWXixIn4/PPP8e+//2ZtO336NCpWrIivv/4avXr18mB0QGJiIiIjIwEgUlVzXX6RPftERERE5DYHDhxA3bp1b9hevXp1AKbhM4XBgQMHbphXUKFCBRQvXrzQLRGaFyb7VCjwChMREZH3S01NxalTp1CzZs0bysqUKYPQ0NBCk+zv378f9evXz7ZNRNC4cWMm+zer0NBQjkd3kPl1Cw0N9XAkRERE5CrmITFVq1a9oUxEUK1aNRw7dszdYd3g2rVrOH78+A3JPgA0btwYe/fu9UBUjmGy70S333479u7di+PHj3s6lCJFVfHNN9+gePHiqFGjhqfDISIiIhcx50hVqlSxWl6xYkWcPn3ajRFZ9/fff0NVrQ43qlOnDo4fP15klhL383QA3qRz585YtmwZHn74YXTq1AnR0dHZ7nZLN0pJScGOHTvw+++/Y+LEifDx4fknERGRtzpx4gR8fX1RsWJFq+UVKlTAb7/95uaobmS+umCeR2CpZs2ayMjIwPHjx29YPrQwYrLvROHh4Zg/fz6WLFmCn376CevXr+dY9Hz4+/ujTp06ePXVV9GxY0dPh0NEREQudPz4cVSsWBF+ftZT0OjoaHzzzTdujupGx44dQ2hoKEqWLHlDmTnBP3LkCJP9m1Hx4sUxduxYjB071tOhEBERERUqx48ftzpe36xChQo4f/480tLSEBAQ4MbIsjt+/DiqVasGEbmhrHz58ggODsbff//tgcjsxzETREREROQWJ06cyHW8PmDq2VdVnDt3zn1BWXHs2LFcT0p8fHxQs2ZNHDlyxM1ROYbJPhERERG5hS09+wBw5swZd4VkVX5xMtknIiIiIrJw9epVXLhwId+efQAeXZEnMzMzaxhPbmrUqFFo7geQHyb7RERERORy5gS+UqVKue4TGRmJkJAQj/bsx8TEIDU1Nc+e/SpVquD06dNIT093Y2SOYbJPRERERC5nTuDLly+f6z4iggoVKni0Z//UqVMA8j4pqVy5MjIyMjw+3MgWTPaJiIiIyOXMibF5XH5uypYti/Pnz7sjJKtsibNy5coA/ndH4MLMJcm+iIwWkd9E5LqITLXY3l1EtotIgoicFZE3RcTfory6iPwsIteM+o0tynxE5G0RuSwisSIyLscxu4nIURG5KiKrRaSYRVkpEfnOKDssIlzQnYiIiMiNzp49i6ioKISEhOS5X+nSpT2e7AcGBqJEiRK57nPTJ/sAzgGYCmBFju0RxvayABoDaAbgGYvyzwFsBFAcwAcAVomI+V4AowC0A1ALQGsA/zEn7SJS2qj7JIBSAC4DeMei3bkAYoyyZwB8KSLFC/okiYiIiMg2Z86cybdXHzAl+7GxsW6IyLozZ86gfPnyVtfYNzPfcOumTfZV9WtV/QampNty++equl5Vk1X1AoBPALQEABGpDaAegBmqmqKq84z42hjVBwN4Q1XPq+rfMJ0MPGSU9QawW1XXquo1mE4o+olIsIiEAbgXwBRVvWbEtQ9Ar9ziF5FAEYkwPwCEF/hFISIiIrqJ2ZrslylTxuM9+7bEWbly5Zs32bdDWwD7jf/XA3BEVVMtyvcBqG9RvteWMlU9DuA6gOoAagJIUtXTudS15jkACRYPz80SISIiIvIC9vTsnz9/HpmZmW6I6ka2xlmlShUm+3kRkb4AOgJ409gUBiAxx26JxnZr5XmVWZbn1641MwFEWjyi89iXiIiIiPJhT7KfkZGB+Ph4N0R1I3t69k+cOOH6gArIL/9dnE9E2gOYB+BuVTVfp0mCaUy/pQhju7XyvMosy/3zafcGxtWFrCsMeY3ZIiIiIqK8ZWRk4Ny5czYP4wGA8+fP5zlJ1hVU1a5k/+TJk1DVQp0rur1nX0SaA/gSQH9V3W1RdABATREJtNjWAP8b5nMAQENbykSkCkxJ/j8A/gYQJiIVcqlLRERERC50/vx5ZGRk5LnGvlnp0qUBwCOTdBMTE3H16lWbkv0KFSogNTUVFy9edENkjnPV0pt+IhIEwBeAn4gEiYiviDQEsAbAw6q62bKOqh4GcBDARGOC7EgACmCrscunMK3AU0pEagB4BMASo2wVgGYi0lVEQgBMAbDcmAicBGA1gJeMCbs9ADQythEREXnUX3/9hUGDBuHZZ5/FtWvXPB0OkUvYusY+8L9k3xOTdO2J07xPYb+xlquG8bwAU8JtNgnAMAB3AigBYKnF5Y6tqtrN+P8DAD4GMBHAIQB9VNV8H+J5ME22/RtAGoBZqvojAKjqeRF5AKYlNsvBtHznEIvjjzHavQjTZNsBqnrJac+WiIjIAcePH0e7du0QHh6O2NhYHDt2DMuXLy/UQwKIHGFPEh0ZGYmAgACP9OyfPXsWQN53+TWzTPYbN26cz96e45JkX1WnwrT8ZU6LYUr6c6t3FECrXMoyAYw1HtbK1wJYm0vZBQB35xowERGRB4wbNw4hISHYs2cPNmzYgPvvvx/btm1DmzZt8q9MVIScOXMGfn5+Wb32eRERj91YKyYmBoDpLr75KVu2LESk0Pfse3rpTSIiopvSr7/+itWrV2PWrFkoXrw4+vfvj/r16+PNN9/MvzJREXP27FmUK1cOPj62pZ6eWms/NjYWYWFh+d7lFwD8/f1RpkwZJvtERER0o/feew9VqlTBgAEDAJh6Mx955BGsXbsWly9f9mxwRE4WExNjU2+5mafuonv+/Hmbrj6YVahQgck+ERERZXfp0iUsW7YMjz76KHx9fbO233fffUhLS8O3337rweiInC82NjZrSU1blChRwiOr3NgbJ5N9IiIiusGXX36J69evY/jw4dm2V6hQAU2aNMHGjRs9FBmRaziS7F+65P61VJjsExERUYGtWLEC7du3tzpcoEOHDvi///s/qKoHIiNyDXuT6OLFi7Nn30mY7BMREbnRpUuXsGnTJvTp08dqeYcOHXDq1Cn8888/bo6MyDVU1e4x++ZhPO4+6Y2NjbV7zP7FixeRkpLiwqgKhsk+ERGRG33zzTfIzMxE7969rZa3bNkSALBz5053hkXkMgkJCUhLS7N7GE96ejquXLniwsiyU1WcP3/e7p594H/r8xdGTPaJiIjcaMWKFWjVqlWuvZzFixdHtWrVsHv3bjdHVnjFxMRg4cKFOHnypKdDIQeYV9WxN9kH4NahPPHx8UhPT3co2S/MQ3mY7BMREbnJlStXsH79+lyH8Jjddttt2LNnj5uiKtwuX76M5s2b45FHHkHz5s09svY6FUxBkn13TtJ1JE4m+0RERJTlu+++Q1pamk3J/m+//YaMjAw3RVZ4vfTSS7h06RJ27tyJlJQUzJgxw9MhkZ2KSs++OU57xuxHREQgNDSUyT4REREBK1euRNOmTVG5cuU892vatCmuXr2KI0eOuCmywikpKQmLFi3CU089hdtvvx2PPvoolixZgtTUVE+HRnaIiYlBQEAAoqKibK7jiWTffNXInpMSEUG5cuU8cgMwWzHZJyIicoPk5GSsXbsWffv2zXffhg0bAgD279/v6rAKtS+//BJJSUl45JFHAAAPPfQQ4uPjsX79eg9HRvYwL2cpIjbXCQ0NRUBAgNt79gMCAhAZGWlXvbJlyyImJsZFURUck30iIiI3WLduHa5evWpTsl+qVCmULFkSBw4ccENkhdeqVavQpk2brCsh9erVQ9WqVZnsFzH2rl0PmHrM3b3WviMnJQCTfSIiIoJpFZ4GDRqgVq1aNu1fr149HDx40MVRFV7Xrl3Dxo0b0bNnz2zbO3fujA0bNngoKnKEI8k+4P676Nq7xr5Z2bJlce7cORdE5BxM9omIiFwsLS0Na9assalX36xevXo3dc/+pk2bkJKSgh49emTbfuedd+Lw4cNuTQKpYAqS7Lt7zL4jcbJnn4iI6Cb3448/IiEhwe5k//Dhw0hPT3dhZIXX2rVrUa1aNdSuXTvb9mbNmgEAfv31V0+ERQ6IjY216+65Zu5O9i9cuOBwz35cXByuX7/ugqgKjsk+ERGRi3311VeoWbMmGjRoYHOdevXqITU1FcePH3dhZIXXli1b0KFDhxvGT9eoUQNRUVHYtWuXhyIje6gqYmJiikTPflxcXNYqQPYwn8gU1ntAMNknIiJyodTUVKxatQr33XefXRP/6tatCwA35VCeS5cuYf/+/WjTps0NZSKCZs2asWe/iEhMTERqamqRSPYvXryIkiVL2l2vXLlyAFBoh/Iw2SciInKhNWvWID4+HoMHD7arXrly5RAaGop//vnHRZEVXj///DMAWE32AaBJkybYt2+fO0MiBzlyQy0zd07QTU9PR3x8vEPJvrlnn8k+ERHRTejjjz9Gs2bNsnrqbSUiqFat2k2Z7G/duhXly5dHlSpVrJbXr18fJ06cQFJSknsDI7uZk31HxuwXL14cly9fdsudpOPj46GqDg3jKVWqFESEyT4REdHN5vz58/j+++8xZMgQh+pXr14dR48edXJUhd+2bdvQpk2bXIc91a9fH8DNOcSpqClIz775jrsJCQnODMkq83AhR3r2/f39UbJkSSb7REREN5tFixbBz88P999/v0P1a9SocdP17CcnJ2P37t25DuEB/jef4Wa/w3BREBMTg4CAgKzE3R7FihUDAFy+fNm5QVkRFxcHwLFkHyjcy28y2SciInKB69evY+7cuRg0aJBDQwMAU8/+v//+e1Mtv7lz505cv349z2Q/NDQU1apVY7JfBJhvVGXvXWmB//XsuzPZd/S7WphvrOWxZF9EnhWRUyJyRUR+F5FwY/tEEbkgIpdE5DWx+HSISDMR2Ssi10Rki4hUtigLFpFPjfZOisjAHMcbKiKnRSRRRD4SkQD3PVsiIrrZrFixAmfOnMFTTz3lcBvVq1dHeno6Tp486cTICretW7ciMjIya6hOburXr89hPHk4evQoevXqheHDhyMxMdFjcTh6Qy3gfz378fHxzgzJKvMwnuLFiztUnz37OYjIYwC6AmgFIALAEABpInI3gMcAtABQD0A3AMONOoEAVgJ4B0BxANsAfGrR7EsASgKoAKA/gPdEpLZRtyGAtwD0BlDReEx26ZMkIqKb2n//+1906NABDRs2dLiN6tWrA8BNNZRn27ZtaNWqFXx9ffPcr2bNmjflfAZbJCcno2fPntizZw+WL1+OMWPGeCwWR+9KC7i/Z79YsWLw8/NzqH65cuWY7JuJiC+ASQAeUdWTarJXVVMBDAbwvqr+o6oxAGYDeMio2g5AqqouVNUUANMBNBWRqkb5YACvqGqiqu4AsBrAA0bZAwBWqOqvqpoA4BWLdq3FGCgiEeYHgHBnvgZEROTddu3ahR07dhSoVx8AKlWqBD8/v5sm2U9PT8cvv/yC1q1b57tvzZo1cfz48ZtqiJOtPvzwQxw5cgTr1q3D7NmzsXTpUvz9998eieX8+fMO3ZUWACIjIyEibuvZd3QID8Ce/ZyiAYQAuE9EYkXksIg8YpTVA7DXYt99AOpbK1PVawD+AVBfRIoBKGtrXaOskoiE5RLjcwASLB6n7XqGRERe7o8//kD79u1xxx134KeffvJ0OIXOm2++ierVq6N79+4FasfPzw+VK1e+aXqw9+3bhytXruQ5Xt+sRo0aSE9Px7///uuGyIoOVcU777yDfv36oX79+njooYdQokQJfPDBBx6JpyA9+z4+PoiIiHBbz76jk3MBU7J/9erVQrkcrCeS/QoAIgHUAlAFQD8AM0SkDYAwAJYDyxKNbbBSZllu3ueKjXUTLbZbM9OI0fyIzuc5ERHdNM6dO4dOnTohLi4OqorOnTvzbqYWTpw4geXLl2PcuHH5DkWxRbVq1XDixImCB1YEbNu2DQEBAbjtttvy3bdGjRoAcNOcCNnqt99+w5EjRzB8+HAAQFBQEHr37o1Vq1ZBVd0ej3mCrqOKFSvmlp59ZyT7QOG8sZYnkv1k499pqpqsqnsBLANwN4AkmMbwm0UY22ClzLLcvE+4lTJrdSMstt9AVVON4UCJqpqI7CcRREQ3tQkTJsDHxwebN2/Gli1b0LhxYwwbNozDKQz//e9/ERkZiaFDhzqlvcqVK980vdfbtm1Ds2bNEBQUlO++FStWhL+/P5P9HJYtW4bSpUujQ4cOWdt69eqFo0eP4siRI26N5dq1a0hKSipQsh8VFeWWnn1nDOMBmOybHQGQBsDy9NL8/wMALGcyNQCw31qZiAQDqA5gv6rGA4ixta5RdlJVC9+1FiKiQuz06dNYunQpXnjhBZQoUQIBAQF47733sH//fnz88ceeDs/jLl++jIULF2L06NEIDQ11SpuVKlW6KZJ9VcW2bdtsGq8PAL6+vqhWrRqT/Rx++OEHdO/ePdtE07Zt28LHx8ftQ+4uXLgAAOzZ9zC3J/uqehXAVwAmGRNh6wIYAGAtTKvrPCoi1USkDIDxAJYYVTcDCBaR4cbKPJMA7FHV40b5pwBeEJFwEbkdQC8AS42ypQD6ikhTEYk06prbJSIiG33wwQcICQnJ1mt922234d5778Wbb77pkWEChcmiRYuQlpaGxx9/3GltVq5cGRcuXEBycnL+OxdhJ06cwNmzZ21O9gHTUB5PTTwtjM6dO4e//voLXbp0ybY9PDwct9xyC7Zu3erWeM6fPw+gYMm+u3r2C5rsR0VFISAgoFCute+pdfYfg2mZzDiYkvzJqrpVVb8DMA/ALgCHAKwD8CFgGloD09KZYwFcBtAWwCCLNl8EcAnAOQArADyuqoeNuvtgOnH4BqbJtmdhWpGHiIjssHz5cvTp0wcREdlHVY4dOxYHDhzAxo0bPRSZ56kqPvjgA/Tt2xflypVzWruVK5tuKePta+1v27YNAHDHHXfYXKdGjRrs2bewYcMGiAg6dep0Q1mbNm2KZLLvjp79jIwMxMfHF2gYj4gU2hV5PJLsq+plVe2rquGqWlVVF1iUzVTVkqpaTFWfVYtuImPpzEaqGqyqbVX1X4uyZFV9UFXDVLWiqi7NcczFqlrBOOZQ4+SBiIhsdPDgQRw8eBB9+/a9oaxt27Zo3Lgx3nvvPQ9EVjj8/PPPOHz4MEaMGOHUditVqgQAXj+UZ9u2bahfv75dNzWqUaMGjh07hoyMDBdGVnRs2LABt9xyi9Ue6hYtWuDEiRNZd4p1B3OyX6pUKYfbcEfPfnx8PFS1QD37QOFda99jd9AlIqKi5euvv0ZoaCg6d+58Q5mIYPjw4fjuu+/cmkwUJgsXLkS1atXQrl07p7YbHR0NHx8fr0/2f/rpJ7uG8ABA1apVcf369UI5dMITtm3bhjvvvNNqWZMmTQAAf/75p9viiY2NRfHixeHv7+9wG+7o2Tf/ziposl+2bNlC+Vlksk9ERDb58ccf0b59+1xXSrn//vuhqvjiiy/cHJnnXb16FcuXL8ewYcPg4+PcP63+/v4oX768Vw/jOX36NA4dOoSOHTvaVa9KlSoAcNMsTZqXmJgYnDhxAi1btrRaXqNGDYSEhOCPP/5wW0wFuaGWmTt69i9evAgABRrGA5iS/djYWGeE5FRM9omowBISEnDp0iVPh0EulJqaip9//hnt27fPdZ/SpUujW7duWLLk5lv/4IcffsC1a9dw//33u6R9b19+c+PGjRCRbMtF2sI8n4HJPrBjxw4AyDXZ9/X1RaNGjYpcsl+sWDGkpqa6dIK6M3v2OYyHiLzO7NmzUapUKZQqVQrPPfdckVuN5cKFC3j33Xfx/vvvIyEhwdPhFFq7du1CSkpKvkNUHnroIezatQuHDx92T2CFxIoVK9C4ceOsGz05m7cvv7lx40bceuutdveshoWFoUSJEl792tjql19+QYUKFRAdnft9QJs0aVLkkv2oqCgAcGnvvrln3575ItaYe/YzMzOdEZbTMNknIoetXLkS//nPf/D4449jypQpmDVrFt566y1Ph2Wz3bt3o2HDhhg/fjwee+wx3HrrrUwacrFp0yZERUWhcePGee7Xo0cPREZG4pNPPnFTZJ6XkpKCNWvWWJ247Cze3LOvqti4caPVFWRsUaVKFfbsw9Szn1uvvlmjRo1w8OBBpKWluSUmZ/XsA3DpuP24uDhERUVluzeBI8qWLYuMjIysk4fCgsk+ETkkOTkZ48aNQ8+ePTF79my8+OKLGDt2LCZPnlwkkpJz586hZ8+eqFy5Mk6dOoW///4bmZmZ6NevH1f2sGLz5s1o27YtfH1989wvKCgIAwYMwCeffFLoerdcZePGjUhKSnJ5sn/69Gmv/Gz+8ccfiI2NvWFteFsx2QeuX7+OX3/9Nd9kv06dOsjIyMCxY8fcEtf58+dRpkyZArXhjp79gq6xb1ZYb6zFZJ+IHPL555/j1KlTeOONNyAiAIBp06YhLCwMM2fO9HB0+Rs3bhwyMjLwzTffoEyZMqhatSo+//xz/Prrr/jwww89HV6hkpGRgV27dtm8/vngwYNx8uRJt6/p7Slr165F9erVUa9ePZcdo1KlSsjIyMDZs2dddgxPWbVqFaKiotCmTRuH6nvzVQ9b7d27F8nJyWjRokWe+9WpUwcAcOjQIZfHlJmZWWR69i9evMhkn4gop3nz5qFr166oVatW1rbw8HA89dRTWLx4caH7ZWdp06ZN+OKLLzB79uxsvU4tWrTAAw88gJdeegnXr1/3YISFy+HDh3H16lU0a9bMpv1btWqFqlWr3jRDedavX4+77rrLpccwT0T1xqT266+/Ro8ePRxenrFKlSr4999/i+SVpJSUFGzZsgUXLlwoUDs7duyAv78/br311jz3K1u2LCIiItwypyY+Ph4ZGRlFYsx+XFxcgVfiAZD196Sw/f1jsk9Edtu7dy92796NUaNG3VA2evRo+Pr6YtGiRR6IzDbTp09H06ZNMWjQoBvKJkyYgDNnzmDlypUeiKxw2r17NwCgadOmNu0vIhg8eDCWL1/u0hU0CoNjx47hn3/+sXrvAWfy1mT/6NGj2LdvH3r37u1wG1WqVEFaWlqhS7Dyc+rUKTRq1Ajt2rVD9erVsXnzZofb+uWXX3DrrbfmuiyumYigTp06bunZd8bdcwEgODgYgYGBLh+z74ye/eDgYERGRha6zyKTfSKy28qVKxEZGYmuXbveUFasWDHcd999WLx4caFcmeePP/7Ajz/+iGeeeSZr+JGlRo0aoX379pg7d64HonNcUlIShgwZgsaNG2Px4sVObfvXX39FrVq1EBkZaXOdwYMHIzExEd98841TYylsNmzYAF9f3zyXJHWGsLAwFC9e3OvW2l+yZAnCw8Ot/i6xlXmt/aJ0ImSeH5SWloatW7eiWbNm6Nevn8NLGO/YsSPfITxmRS3ZB1y/1r6zhvEAhXP5TSb7RGS3r7/+Gt27d0dAQIDV8mHDhuHo0aPYtm2bmyPL3+zZs1G5cuU8J1MOHz4cW7duLVLJw9ChQ7Fy5UpUrFgRw4YNw5o1a5zW9u7du20ewmNWo0YNtGzZ0uvX3N+wYQNatGhh14mQoypVquRVyX5GRgYWL16MgQMHIiQkxOF2iuJa+x9//DF27tyJTz75BK1bt8bSpUuRnJyMWbNm2d1WXFwc/vnnHzRv3tym/c3Jvqs7Y5yZ7Lv6LrrOGsYDMNknIi9w/Phx/Pnnn7j33ntz3adt27aoWrWq03uYC+rUqVNYtmwZxo4dm+cSa/feey9CQkKwdOlSN0bnuM2bN2PFihVYsGAB1qxZg7vvvhuPP/64U+YdXL9+HX/88Qduu+02u+s+9NBDWLdunVclqJYyMzOxadMmh5eMtJe3JfvfffcdTp06heHDhxeonYiICBQrVqzIJPuZmZmYNWsWevfunTUpuUyZMhg7dizee+89JCYm2tXerl27AMDmZL927dq4fPlygecJ5Of8+fMICAhwyomwK3v2MzIycOnSJaf27J87d84pbTkLk30isssPP/wAPz+/PC+7+/j4YPDgwfjqq68K1Zjtd955B6GhoXj44Yfz3C8sLAy9evUqMsn+a6+9hltvvRX3338/RASzZs3CyZMnsWzZsgK3vX//fqSkpDiU7A8aNAjh4eGYM2dOgeMojA4dOoRLly6hdevWbjmeNyX7qorp06ejTZs2NiepeSlKy2/+8MMPOHLkCJ5++uls20eNGoXk5GS7f+/s3LkTJUuWRNWqVW3av3r16gCAf/75x67j2Cs2NhalS5e2OlzSXq7s2b98+TJUlcN4iCh3v//+OwYNGoRmzZph1KhRHjujP3r0KJYvX+7yu8Bu2rQJzZo1Q3h4eJ77Pfjgg0hMTMS3337r0nhslZiYiAULFmDUqFH5xg4A/fr1w19//YWjR4+6ITrHnT17FuvWrcOjjz6a9Ue1YcOGuOuuuzBv3rwCt7979274+PjglltusbtuWFgYHn30USxYsMDu3sqiYPv27fDx8XFKsmoLb0r2V69ejV27dmHSpElOaa8oLb85d+5c3HbbbTcsZRsdHY3u3btj4cKFdrW3c+dO3H777TYn1dWqVQPg+mTfGctumkVFRbks2Y+LiwMADuP5f/buOy6qY4sD+G/ovYkdu6CC2JVijYKKNfbeEjXGkqLRaBJbrNHEFo2a2GPsvXdFRQUsiBV7RQQFKQoI7Hl/wPKQuuVuQc/389nPe7lzZ+YsUs7OncIYy93KlStRt25dBAUFwc3NDTt27EC9evW0/gd5165dcHV1Rffu3eHu7q6x/okIp06dUmgxoouLC+rXr4///vtPI7Eoa8WKFXj37h1GjRql0P2+vr4wNTWVdO67JmzYsAEmJibo3r37B9f79++P8+fP4+HDh2q1f/HiRbi6usLS0lKl+qNGjUJSUlKhOllZUQEBAahZs6ZCHx6lULZsWcTFxWn8A72mRUVFYeTIkWjbtq3KB2llV1hG9qOionD48GF88cUXuSbnffv2xaVLlxQ+9IqIEBQUpNQHTmtraxQrVkzjB2tJmezb29tr7PteftqtlMl+TEwMkpOTJWlPCpzsM6aixYsXY/DgwRg2bBhu3ryJNWvW4OrVqzAxMUHXrl21dtLls2fPMGDAAHTo0AE3b94EkL7AVBOLr27evImoqCiFdx7p06cPDhw4oPIOE1JJSUnBggUL0Lt3b5QuXVqhOlZWVmjevLneJ/t79uxBy5YtM/eiluvQoQMsLCzUnsoTHBys0hQeudKlS+Pbb7/FnDlz8OzZM7Vi0TcBAQFo2LCh1vorW7YsABTq0f3o6Gh06NABKSkpWLp0qSRTPID/77WvjzuAZbV161YIIdCtW7dcy9u0aQMzMzOFt/69d+8eYmJilH66VKlSpUI3sq+pOfuaSPaB9GlM+oKTfcZUMHfuXIwaNQpjxozBkiVLMhd7lixZEhs2bEBwcDD++ecfrcQyc+ZMmJiYYMWKFahWrRoWL16M48eP4/Tp05L3dfLkSRgbGyt8kmqPHj2QlpaGrVu3Sh6LMrZu3YqnT5/mmCNbkA4dOuD06dMa3QVCHbGxsTh37hz8/PxylFlZWaFNmzbYvXu3yu0nJSXh2rVrSu/Ek93PP/8Ma2trfPnll1r7EKxpkZGRuHv3Lif7CoiPj8eRI0fwyy+/oFq1arh79y727duHMmXKSNZH+fLlkZSUlLkDjL7asGEDWrZsmef8cCsrK/j5+WHbtm0KtRcYGAgASv+MVqxYkZP9DPJk38HBQZL2SpYsCUC/DtbiZL+QCw4ORocOHeDi4oLevXtrZe9cbQoPD8eKFSvQv39/NGnSBB4eHujRowfWrFmjk0dkRIRff/0V48aNwy+//IK5c+fmGJny8vJCnz59MHPmTI2fwhoZGYmVK1di9OjRmSO77du3R/Xq1fH7779L3t/Jkyfh6emp8DZ5JUqUgK+vr06n8hARfvvtN7Rs2RI1atRQqm67du2QlpaGAwcOaCg69Rw/fhxpaWl5nt7q5+eHoKCgzDmpyrp27RpSUlLUGtkHAFtbW6xfvx5Hjx7F8OHDcyT8RISbN29i6dKl+PHHHzFp0iQcPXpUr09EPXfuHABoNdkvUaIEjIyMCkWyT0TYtWsXmjRpAnt7e7Rq1QrLly9Hu3btcPXqVbU/QGYn32tfn6fyPHr0CAEBAejTp0++93Xt2hWBgYF4+vRpgW0GBgbC2dlZ6URVWyP7WU8oV4c82dfE74TXr1/D2to6z62klSUf2denZB9ExK8CXgBsAFBsbCzpk82bN5OxsTG5u7vTt99+SxUqVCALCws6evSorkNTS1paGu3atYvatGlDBgYGZGBgQPXr16c+ffrQF198QV5eXiSEoLJly9KJEye0FpdMJqOxY8cSAJoxY0a+94aGhhIAWrt2rUZjmjdvHpmYmNDr168/uP7XX3+RoaEhvXz5UrK+ZDIZlShRgiZMmKBUvXXr1hEAevTokWSxKGP//v0EgE6ePKlS/Tp16lDPnj2lDUoiQ4YMoSpVquRZ/vz5cwJA//33n0rtL1myhIyMjCgxMVHVED+watUqMjAwoDp16tDvv/9OS5Ysoa+++oqcnJwIABkZGVGlSpWoePHiBIBq1apFoaGhkvQttfHjx1Pp0qW13m/58uVp/PjxWu9XGWlpafTVV18RAGrWrBktXbqUbt26RTKZTGN9xsTEEADatGmTxvpQ16xZs8jc3Jzi4+Pzve/NmzdkbGxMixYtKrDNunXrUr9+/ZSOZe3atQSA3r59q3RdRSQmJkr6N3DLli0EgN68eSNJe1lNmDCBypcvL1l7qampZGBgQMuXL5eszbzExsYSAAJgQ/nlsfkV8kt/k/3z58+TiYkJ9enTh96/f09ERAkJCdSqVSuytLSkq1ev6jhC5aWmptKGDRvIzc2NAFCDBg1o+fLlFB0dnePeW7duUfPmzbX2A5WcnEwDBw4kALRgwQKF6vj6+lKjRo00GlfNmjWpS5cuOa5HRUWRkZER/fnnn5L19eTJEwJAu3btUqpefHw8WVhY0MyZM9Xq/927d/TixQtKS0tTuI5MJqNGjRqRp6enyonG5MmTydbWNvPnTJ+4urrSV199le89NWvWpL59+6rU/qBBg6hOnToq1c1LQEAA+fr6kqmpKRkZGVHVqlXp22+/pcOHD1NCQgIRpf+7nT59mqpXr07W1tbk7+8vaQxSaNOmDbVt21br/TZp0oR69+6t9X6VMW3aNAJAK1as0Gq/tra2NHv2bK32qYzatWtT9+7dFbq3devW1KxZs3zvefPmDRkYGNA///yjdCxnz54lAHTt2jWl6ypC/vfi4MGDkrR35MgRjQ0aDR06lOrWrStpmyVKlKCpU6dK2mZuONn/iJP9d+/eUfny5cnb25uSk5M/KHv79i3VqFGD3Nzc6N27dzqKUDkpKSm0du1acnZ2JgDk5+dHAQEBBdZLTU2lkSNHEgD6+++/NRbf7du3qW7dumRsbEzr169XuN769esJAN27d08jcd25c4cA0M6dO3Mtb9WqFfn6+krW37Zt2wgAhYeHK123V69e5OrqqlLC/fDhQ+ratSsZGhoSACpevDhNmjRJoRGp3bt3EwDav3+/0v3KBQcHq/VkQFPi4uJICEErV67M977x48eTo6OjUh+S5Nzd3Wno0KGqhpgvmUxWYEzx8fHUvHlzsrKyouvXr2skDlWVLl2afvrpJ63327dvX40PIqjj8uXLJISgSZMmab3vmjVr0rBhw7TeryLu3r1LAGjbtm0K3f/333+TgYEBRUVF5XmP/KnlnTt3lI7nxYsXKg3eKOrixYsEgC5duiRJe0FBQQSAQkJCJGkvq65du0r6t5KIqFatWvT1119L2mZuFE32ec5+IfTbb7/h+fPnWL16dY45ZvJTP+/du4dp06bpKELFvHv3DqtXr4arqysGDBiAatWqITg4GAcOHFBoAaihoSEWLVqEESNG4Ouvv8bhw4cli42IcPnyZQwfPhzVq1dHbGwszp8/X+Bcy6w6deoEa2trrFu3TrK4sjp27BiMjIzQokWLXMv9/Pzg7++Pt2/fStJfYGAgypQpk7n4SBl9+/bFzZs3cfXqVaXqnTlzBrVq1UJQUBD++OMP7Nq1C927d8fs2bNRs2ZNhIaG5lk3KSkJY8eOhY+PT64LWBVVp04dlChRQm/OC5C7dOkSiKjAuc+tWrXCq1evlP7av337Fjdu3JB8brWcEAIGBvn/CbKyssLu3btRoUIFtG/fXm8WSr9+/RrPnz9Xeg2IFPR5r30iwrfffotq1aph4sSJWu9fn7ff3Lp1KywsLBT+XdShQwcQEfbs2ZPnPf7+/ihZsiQqV66sdDzFixeHhYWFxubtyxdKS7n1JgCNLNJ9/fq1ZDvxyGlrr/2wsDDFbszvkwC/9G9k/+HDh2RmZlbgnM3JkyeTsbExhYWFaTwmmUxGwcHB9NNPP1Hz5s2pbNmy5OjoSKVKlaK6detS+/btadiwYfTrr7/SokWLaNq0adS5c2eytrYmANShQwe6fPmyyv2npqZS27ZtycbGRu3Rv9u3b9PkyZPJxcWFAJCjoyP99ttvKs9Z7t+/P7m6uqoVU166dOlCDRs2zLP89u3bBID27dsnSX9NmzbNdcqQIt6/f0+Ojo40ZswYhesEBQWRpaUlffbZZxQTE/NB2Z07d6hmzZpkbm5O69aty7X+d999RyYmJpI8ph48eDC5uLio3Y6U5syZQ5aWlpSamprvfUlJSWRhYUG//fabUu3LH/NfuXJFjSil8fDhQ7K1tVV5OpLUTp48SQDo5s2bWu972bJlZGhoSCkpKVrvuyDyr4s6T9LU8e2331LVqlV10ndBatWqRT169FCqTuPGjaldu3Z5lnt4eKi1nqh69eo0YsQIlevnZ82aNQSAkpKSJGkvKipKY08iatSoIfnXYeDAgeTl5SVpm7mpUKECT+PJ8WaBogD2A3gLIAxACwXrqZzsv3jxgg4ePEg7d+6UZDpHp06dqHTp0gUu8JFP9WnVqpXGFkXJZDLauXMn1a9fnwCQg4MDde7cmX766SeaOXMmTZo0iYYMGUJt2rShWrVqUdGiRcnExIQcHR2padOmNGXKFHrw4IEkscTFxZG7uzuVK1eOXrx4oVTdqKgoWrhwIdWpU4cAkI2NDQ0YMIAOHTqk9jztHTt2EAC6e/euWu1kl5qaSvb29vk+KpfJZFS+fHlJfomlpqaSpaUlzZkzR+U2Ro4cSaVKlSowOSUiioyMJCcnJ/Lw8Micx53d27dvacCAAQSABg0alPnzKZPJ6I8//lBqfUVBdu3aRQC08uFZUd26daPGjRsrdG/r1q2Vfkw9f/58MjMz05u1CvKF3lu3btV1KLRw4UIyNTXVScJ94MABAkBPnjzRet8Fad++PVWvXl2jC3HzM3/+fDI3N9dZ/3mRT7ncvn27UvXkGzDExcXlKIuKilJ5vr5cx44dqXXr1irXz8+cOXPIzs5Osvbev39PAGjNmjWStSlXunRpyaedjR8/nipUqCBpm9nFxcXJE31O9j94s8AWACsBWADoAOA1AAcF6imV7L99+5Y2bNhArVq1IgMDg6z/GPTZZ5/RjRs3FGonu8OHDxMA2rBhg0L379y5kwDQnj17VOovP2FhYdSiRQsCQE2bNqX9+/frfKTpyZMnmU8TCvowRET0+vVr+vHHH8nc3JyMjIzo888/p+3bt0u28whR+pxjU1NT+uOPPyRrk+j/8yELWrg4ZMgQSZ4syHcXOnXqlMptnD9/ngDQsWPH8r0vNTWVfHx8qGjRovT06dMC2129ejVZWFiQvb09devWjRo0aEAAaOzYsZL90U9ISCBTU1OaN2+eJO1JoXz58jR69GiF7v3jjz/IzMxMqe/tPn36kKenp6rhSU4mk1Hnzp2pWLFiuS7a16Yvv/xS8oXLirp+/ToBoLNnz+qk/7yEhYURAFq1apXOYpAPrki5C5kUZsyYQZaWlkqvo3v48CEBoM2bN+cok++mo+zgVlbff/+9xp5YjhkzhpydnSVt09LSkubPny9pm0REZmZmtHDhQknbXLBggcY/eAYEBHCyn+ONAlYA3gNwynLtFIBBCtS1AUCvXr2ixMRESkhIoLi4OIqJiaFXr17Ry5cv6d69e7R582bq168fWVlZEQBq2LAh/f333/Tw4UOKiIigTZs2UZUqVcjS0lLpBDw5OZmqVKlCTZo0UfibRyaTkY+PD1WqVEmyR2kymYyWLFlCpqamVKFCBTpw4IAk7UrlypUrZGVlRS1atMjzw1lcXBxNnTqVbGxsyNLSkn766SeKjIzUWExt27alJk2aSNrmb7/9RhYWFjkWaGcnHw199eqVWv39888/ZGBgoNCHqLzIZDKqVKlSgTuJ/PLLL2RgYEDHjx9XuO1nz57Rjz/+SE2bNqVOnTpp5PvSz8+PPvvsM8nbVUVkZCQBoI0bNyp0v/zDmjLb8rq4uNCoUaNUDVEjnj9/TtbW1jR8+HCdxlGvXj0aNGiQTvqWL8hTdNBHW3766Seys7OTdLBEWZcvXyYAFBgYqLMYspPJZOTm5qbydJvatWtT165dc1zv2rUrNWjQQK3Y/vzzTzIxMVFp8X5B+vTpI/nfvdKlS9PkyZMlbfPt27cEQKnNNxSxadMm0vT0b/kW25zsf5iw1wYQne3anwB+z+Ve04wEX/4qnXV0Pr9XtWrVaOrUqXlO20hISKBOnTqRkZER7d27V8F/0vTkzsDAQOktNW/cuEGGhoaSbEcWFxdHPXv2JAA0cuRIje3Pq65Tp06RjY0NVa9enQICAjI/HEVGRtKMGTPIwcGBTE1N6bvvvtPKCNDy5cvJwMAgx7xzdfj6+ir0+FU+MrR79261+hsyZAi5u7ur1QYR0aJFi8jAwCDPuc779u0jAGpv06kJ8j3npfx3VJV8F4779+8rdL9MJqPixYvTuHHjFLr/zZs3WjknQhXz588nIQQFBwfrpP/U1FQyMzPTyAijouzs7PRqi0n5B/kvv/xSp3FER0fnORKuK/LdvFTdgnL+/PlkbGz8wQh+TEwMmZub06xZs9SKTf57RJEnqMpq3ry5wtuMKsrNzY2+/fZbSduUeotQuVOnTml86udXX31Frq6unOx/8EaBxgAeZbs2A8CyXO6dklsi/9dff9G6devov//+o40bN9KWLVto+/bttGvXLjp06BBFREQo9A+UkpJCnTp1IlNTU4VGLx89ekQWFhb03XffKdR+dt9++y1ZWVmptGWiXGhoKLm4uJC1tbVe/SLNy7Vr16h27doEgMqUKUNVqlQhAwMDMjExoeHDh2vkl1teHjx4QABox44dkrSXlJRE5ubm9Pvvvxd4r0wmIycnJxo7dqxafdaoUYMGDx6sVhtE6bGXLVuWWrduneMJVVhYGNnZ2VGHDh00MtKkrsePHxP05NCeKVOmUJEiRZR6RNynTx+Fp54cP35cZwtQC5KSkkI1atSgevXq6eT7RL7wXZknT1KrUaOGzp9uZCVPaI8cOaLTOGQyGdnY2Ci9GF2Thg8frvBapdzExMSQhYXFB3u2L168mAwNDdX6m05EdPPmTYWmg6rC1dVV8sS8YcOGNGDAAEnbvHLlCgGgoKAgSduV/55QZ+prQTw8PKh79+6c7H/wRiUY2ZfycUxSUhK1atWKrKys8v0mk8lk1KZNGypVqlSui3QUERMTQ46OjtS/f3+V6q9evZrMzc2pRo0aerVAsSCpqam0f/9+GjduHH377be0YsUKjU7XyU+lSpUk23NXvuOForuk9OzZU6251wkJCWRgYCDZWQby0fus6xju3r1LZcqUoWrVqunFyHleatSooRc7wrRp04ZatWqlVJ01a9aQECLffbvlZs+eTVZWVionKJp25swZApDnTkyaJD/JU1e/S4iI2rVrp5MDvfLyww8/UNGiRXW+boso/WdUG/ubK+Ldu3dkb2+v9onHo0aNIhsbG4qIiKB3795RuXLlqFu3bpLEB4BWr16tdlvZOTg4qP3kIbu2bdtSx44dJW3z2LFjBA2chyN/OqqpwaHU1FSysLDIPMCOk/3/J/DyOfuls1w7qcycfannXiUkJJCXlxcVKVIkzxG0efPmEQClpvzkZvny5Up/ynz79i0NGjSIANCXX35ZaA7p0kfDhg2jypUrS9LWzz//rNQhSfLpJ6pOu/L39ydIfJjJuHHjCAD169ePRo8eTTY2NuTs7EzPnj2TrA9N+Pnnn8ne3l6yNTCqkMlkVLRoUZo4caJS9Z49e6bwH5/27dtTixYtVA1RKzp37kxlypTR+u+lX375hUqWLKnVPrMbPny4JNPqpJCWlkZlypTRmwS7Q4cO5Ofnp+swiCh9m1QDAwOFp9vl5fXr1+To6EgeHh7UoUMHMjExkWzgrVSpUkr/LilIUlKSRj5E9OnTh5o2bSppm5s3byYAkg8yyWQyMjMzk2xHuOzkC+LlG7EUlOx/ModqEVECgN0ApgohzIUQ7QDUyLimE5aWlti/fz9KlSoFX1/fHIfebN68GT/88APGjBmDdu3aqdXXl19+iaZNm6JPnz54/fp1gfffunULHh4e2LRpE9asWYMVK1bA3NxcrRg+Zb6+vrh3754kB74cP34czZs3L/BAIrlGjRohNTUVQUFBKvUXFBQECwsLuLm5qVQ/N7Nnz8bixYtx4cIFbNq0CQMHDkRwcDBKly4tWR+a0KtXL8TExGD//v06i+HJkyeIiopS+rCr0qVLw9XVFUePHs33PplMhrNnz6Jx48bqhKlxs2fPxosXL7Bo0SKt9nv16lXUrFlTq31mp08Ha124cAFPnz5Fz549dR0KAKBcuXJ4/PixrsOATCbDH3/8gc6dO6NixYpqteXg4IB9+/bh5cuXOHfuHDZs2AAXFxdJ4qxYsSIePnwoSVtyL1++BACVDmDMj729veSHar1+/RqGhoawtbWVtF0hhEYP1pLni+7u7grd/8kk+xmGAyiF9C035wHoQUTRugzI3t4ehw8fRtGiReHp6YkxY8Zg06ZNGDx4MHr27IlevXrht99+U7sfQ0NDrF+/HomJiejcuTPevXuX631EhNWrV6NevXpIS0tDcHAwBgwYoHb/nzp5cl5QolWQ2NhYBAcH53lqbm7c3NxgY2OD8+fPq9RnYGAg6tatCyMjI5Xq50YIgREjRuDOnTt4/vw5Fi5cKPkvW01wc3NDvXr1sHbtWp3FIP/QpsrJtr6+vjh69Kj8iWWubt68iZiYGL1P9p2dnTFs2DDMnDkT0dHa+zUeGhqqk5NzsypbtixiY2MRGxur0zgAYNOmTShVqhQaNWqk61AA/P8U3fy+x7Vhw4YNuHv3Ln744QdJ2vPw8MCDBw8QGRmJLl26SNImkJ7sP3jwQLL2AODFixcA0k+RlZKdnZ3kp2hHR0fDwcEBQghJ2wU0e4puSEgISpYsiaJFiyp0/yeV7BNRFBG1ISILInIhomO6jglI//R77tw5jB49GqtXr0avXr1w8OBBLFy4EOvWrYOhoaEk/Tg5OWHv3r24ePEiWrVqhadPn35QHhISAl9fX3zxxRfo3r07goODJR3N/ZTZ2dmhfv36aif7/v7+SEtLUyrZNzQ0hKenJwICAlTqMygoCB4eHirV/RgNGDAABw4cyBy90rbg4GCUKVNGpT+kPj4+ePLkCe7du5fnPWfOnIGRkVGh+DefOHEiUlJStDa6Hxsbi8ePH+tFsg8gx+9wbUtLS8PWrVvRvXt3hZ80alr58uXx7t07vHr1SmcxJCQkYMKECejcubOkP0dCCMmT0goVKkie7MsTXKlH9u3s7DQysl+kSBFJ25TTdLKvzBNG/fjpZDA3N8eMGTPw+vVrxMTE4NmzZ/jmm28k/wXq7e2No0eP4uHDh3B2dkanTp0wdOhQNGjQALVr18ajR49w6NAhrF69GpaWlpL2/anz9fXF8ePHIZPJVG7j+PHjKF++vNKPhb29vXH+/Hml+46IiMCTJ08KReKnLb1794apqSmWLFmik/6Dg4NVGtUHgKZNm8LIyCjfD53+/v6oU6dOofj5L1asGIYOHYpFixYhLi5O4/1du3YNAPQm2df1VJ7Tp08jIiICPXr00GkcWZUvXx4AJJkyqQoiwsiRIxETE4O5c+fqJAZlVKxYEREREXk+7VdFREQEDA0N4ejoKFmbQHqyHxcXh7S0NMnaLKzJ/pUrV1C3bl2F7+dkX88IIWBnZ6eRR0py3t7euHHjBqZOnYq4uDhcvnwZlStXxqZNm3D79m20atVKY31/ynx8fBAdHY2QkBCV2zh27BhatGih9PdHw4YNER0djTt37ihVLzAwEADQoEEDpep9zBwcHDB06FD8+eefiI+P12rfaWlpuHTpksrJvrW1Nby8vPJM9tPS0nD06FG0bNlSnTC16ocffkBCQgKWLl2q8b5CQ0NhbGyMKlWqaLyv/JQsWRKGhoY6T/Y3b96McuXK6dVggC6T/bS0NEyYMAFr167FX3/9pfZcfW2QxyjlvP0XL16gePHikg9W2tnZAYCkH+wLY7L/4sULvHjxAnXq1FG4Dif7nyhbW1v8+OOPOH78OC5evIgNGzagR48eks7LZh/y8vKChYUFjh1TbfbYixcvcPPmTfj4+Chdt0GDBjAwMFB6Kk9gYCBKlCiBMmXKKN3nx2z06NF49+4dZs6cqdV+w8LCEB8fr9aHL19fX5w4cQKpqak5yoKCghAdHQ0/Pz91wtQqJycnDBgwAIsWLUJKSopG+7p69SpcXV1hYmKi0X4KYmRkBCcnJ50m+ykpKdi+fTt69Oih0cEpZdnb28Pa2loryT4RITw8HMePH8f8+fNRt25dzJkzB3/88Qf69++v8f6loIlkPyIiQvL5+sD/k30pp/JoMtkvWbIkIiMjJX0SAaSP6gPgZJ8xfWRiYoKmTZuqPG//xIkTANIX+yrLxsYG7u7uOHfunFL1AgMD4eHhoVd/zPWBk5MTJk6ciLlz5+b4miYnJ2PlypXw8vKCtbU1qlevjn///VeSfoODgwFAqce32fn4+CAuLi7zqU1WBw4cgIODg16N1Cpi5MiRCA8Px549ezTajz4szpXT9Y48J06cwKtXr/RqCg+Q/nS8XLlyGkv2Y2JisGDBArRo0QI2NjYoXbo0fHx8MGHCBJQuXRoBAQEYPXq0RvrWhBIlSsDMzEzSefuc7KcrUaIEZDKZ5OtHLl++DHt7e5QrV07hOpzsM6ZFPj4+OHPmDBITE5Wue+zYMbi7u6NYsWIq9e3t7a1Usi+TyRAcHFzoEj9tGTduHLy9vdG2bVusXr0aV69exYIFC+Ds7IwhQ4agSJEimDRpEqpWrYr+/ftLsqtWcHAwqlSpotbORQ0aNEDp0qWxfv36D64TETZt2oR27dpJtimAttSsWRMNGzbU6DoKmUyGa9eucbKfYfPmzXB2dkbt2rV1FkNeypcvL/l2krGxsfjhhx/g5OSEH3/8Eaamppg4cSJ27dqFsLAwJCQkYP/+/fDy8pK0X00zMDBA+fLlJU32X7x4IfniXEBzyb6Dg4Nk7WUl/8Aj9VSey5cvo06dOkoNwnGyz5gW+fj4IDk5WekRdiLC8ePHVZrCI+ft7Y3bt28rdM4CANy+fVvtKSMfMxMTE+zduxc+Pj744osvUKtWLYwdOxaNGjXCjRs3sG/fPowdOxbbtm3DxIkTMX78eJw6dUqtPoOCgtT+9zA0NMTAgQOxYcOGDxblBQYG4t69e4Vm+kF2I0aMwMmTJ3H79m2NtP/w4UO8ffuWk30ASUlJ2L59O3r27KmXT/2cnZ3z3XFKWTt27ICLiwuWLl2KMWPG4MmTJzhw4ADGjRuHjh07wsXFpVBPgZV6+01Njezb29sDgGTbb6alpSEmJkajI/uAZpJ9ZT9kc7LPmBbJR+aVnbd/7949PH36VKktN7Nr2LAhACi8335gYCCEECovBv0U2NraYuvWrXj8+DHOnTuHqKgobNiwAdWqVfvgvilTpqBhw4YYNmxYrnPlFfH+/XtcvXpVkn+PL774AgkJCVixYkXmtYULF6J8+fJo1qyZ2u3rQufOnWFnZyfZlKnsQkNDAeh+Jx65smXL4tmzZ5LPB1bEgQMHEBcXh969e2u9b0W4uLjgwYMHaq/hSEtLw7fffosuXbqgYcOGCAsLw6+//orixYtLFKl+kDLZJyJERERoZGTfxsYGgHQj+2/evAERaSzZl3+fyM8dkMLr16/x+PFjpebrA5zsM6ZVQgj4+PgoPW//2LFjMDIyQpMmTVTuu3z58ihRooTCTxUCAwNRrVq1zF+wLG9ly5aFl5dX5mPm7AwMDLB48WKEhYVhw4YNKvURGhqK9+/fS5LsV6xYEQMHDsS0adMQERGB8+fPY/Pmzfjxxx8L3RQeOVNTU3Tv3h3//fefWtvb5uXq1asoVqyYRkYsVVG2bFmkpaVJmkgoasOGDahduzaqVq2q9b4V4ezsjLS0NLXm7aempqJ///5YvHgxFi9ejO3bt8PJyUm6IPWI/BRdKQ4ii4mJwfv37zXyc2JkZARra2vJkn35U25NJfumpqYoUqQIwsPDJWtTlcW5ACf7jGmdj48PLl++rPB0GgA4cuRI5oJPVQkhlJq3f+HCBZ6vL6FatWqhY8eOmDFjhkrJaFBQEIyMjFCrVi1J4pk+fTqMjY3h4eGBNm3awMvLC4MHD5akbV3p27cvHj9+rPIBcvnRp8W5wP/32n/8+LFW+42Li8O+ffv0dlQfSB/ZB6D0VsNZTZgwAZs3b8amTZswYsQIvZyuJJWKFSvi3bt3iIyMVLst+YdPTYzsA9IerKXpZB9I38zh2bNnkrV3+fJlWFlZwdnZWal6nOwzpmUtWrQAEeHkyZMK3Z+SkoLjx49Lcv6Bt7c3goKCCny8HRMTg9DQULWeJLCcfvjhB9y5cydzZyVlBAYGolatWjAzM5MklpIlS+LUqVNo2rQp+vbti3379hXqecdA+lS1cuXK5Vh8LAV9S/bl+8lLffppQXbs2IH379+jZ8+eWu1XGaVLl4aZmRnu3r2rUv09e/bg999/x9y5c9GtWzeJo9M/FSpUACDN95I8sdXUUxApk/3o6GgAhS/Zr1WrltJnGHCyz5iWlS1bFi4uLgrP279w4QLi4+MlSfYbNmyIxMTEAg/2OnPmDIiIk32JNWzYEK6urli+fLnSdTXxpMXFxQXr1q3Dn3/+mbn4rTAzMDBA9+7dsWvXLknnsickJOD+/ft6lexbWVmhRIkSki5EVcSKFSvQvHlzvZ7SYmBgAGdnZ5VG9uPj4zF8+HC0adMG3333nfTB6SGpk30hBI/sZ5A62b9y5YrSU3gATvYZ0wlfX18cPXpUoTmShw8fRpEiRVT6Ac+udu3aMDU1LXAqz+nTp+Hk5JT5R4BJQwiBoUOHYteuXUrt0BATE4M7d+7wtCoFfP7554iMjMSFCxcka/P69esA0rf41CeVK1fWarJ/48YNBAQE4KuvvtJan6pydnZWaWR/1qxZiImJwZIlSz7qqTtZWVtbo2jRopIl+yVKlICxsbEEkeUkdbJvaWkJU1NTSdrLjZTJflxcHO7cucPJPmOFRevWrfHgwQPcunWrwHsPHz4MX19fSY4eNzU1Rb169Qqc0+zv74+mTZt+Mn/stKlfv34wMDDAf//9p3CdoKAgAICnp6emwvpoeHp6onjx4ti5c6dkbV69ehWGhoY5dlnSNVUTWlUtX74cxYoVQ8eOHbXWp6pcXFyUHtl/9eoVFi1ahG+++SZzmtSnQr5IV13Pnj3T6FMfOzs7ybbe1OSBWnJOTk6IiopCUlKS2m1dvXoVgPKLcwFO9hnTCR8fH1hZWWHHjh353vfs2TNcvHgR7dq1k6xvb29vnD17Ns+nCrGxsbh8+TJP4dEQBwcHfP7551izZo3Cu19cuHABDg4OqFy5soajK/wMDAzQsWNH7Nq1S5LdRYD0+fpVq1bV6AigKrQ5sh8XF4d169bhiy++gImJiVb6VIezszOePn2q1AGGCxcuBACMGTNGU2HprQoVKkg2sq/JZN/e3l7SkX1NHaglJ/9aSLEjz+XLl2FmZqbSoAMn+4zpgJmZGdq2bYvt27fne9+OHTtgbGwsabLfsmVLvHjxInOUILsjR45AJpOhZcuWkvXJPjRw4EBcv34dly9fVuj+wMBAeHh48JMWBXXq1An379/PnH6jLn1bnCvn7OyMmJiYzIWGmrR06VIkJiZi1KhRGu9LCi4uLiAihZ98pKWlYdWqVRg4cCAcHR01HJ3+kWqvfW2M7EuZ7GtjZB+AJFN5Ll68iBo1aqi0kQIn+4zpSJcuXRASEoL79+/nec+2bdvg6+sLW1tbyfpt0qQJrKyssG/fvlzL9+/fDzc3t0/uMbY2+fr6omTJklizZk2B96alpeH8+fPw8vLSfGAfic8++wzW1tbYvXu32m0Rkd4m+/InPZqeypOYmIh58+Zh0KBBKFWqlEb7kkr16tUBANeuXVPo/iNHjiA8PByDBg3SZFh6q2LFinj27BmSk5PVaoeT/Q+VLl0agDTJflBQkMrrtjjZZ0xH/Pz8YGVlhbVr1+Za/vjxY5w9exZdu3aVtF8TExO0bNkS+/fvz1GWlpaGgwcPSvokgeVkZGSEfv36YcOGDQX+cQ0JCcGbN28K7cm2umBqagofHx8cPnxY7bYeP36MuLg4vVucC/w/2df0VJ758+cjOjoaY8eO1Wg/UrKzs0PZsmUzTz4uyJo1a1C9enVJNkIojCpWrAgiUuvchoSEBLx580bjyX5CQoLKJ5FnpY1k39raGra2tmon+/JNGho0aKBSfU72GdMRKysr9OnTBytXrsz1F9eKFStgZWWlkX2e27dvj8DAwBy/gE6dOoXIyEh8/vnnkvfJPjRgwABER0fn+YRF7uTJkzA3N+edeJTUunVrnD9/Xu1RQHmyqI8j+9bW1ihevLhGR/bDw8Mxc+ZMjBo1CpUqVdJYP5pQs2ZNhZL96Oho7Nq1C4MGDfpkp8pVrFgRgHrbbz5//hyA5vbYB5B5SnlsbKzabWkj2QeAMmXKqJ3sX7x4EQA42WesMPrqq68QHh6eY7pBUlISVq5cib59+8LKykryfjt37gxzc3OsXr36g+vr1q2Ds7MzJ5Za4OrqigYNGhQ4lefEiRNo1KhRoVgUqU9atWqFtLQ0HD9+XK12QkND4eDgoLfTV6pUqYLbt29rpG2ZTIYvvvgCVlZWmDRpkkb60KQaNWoolOxv2rQJaWlp6NOnjxai0k9OTk4wMjJSa0ceTR+oBfw/2ZdiKo+2kn0nJyc8ffpUrTYCAwNhZ2en8iYNnOwzpkO1a9dG8+bNMXny5A8OAVq2bBkiIyPx7bffaqRfGxsb9OzZEytXrsw8TTciIgKbN2/+pEe3tG3gwIE4ePBgnnvuJycn48yZM/jss8+0HFnhV65cOVSrVg2HDh1Sqx35fH19/ZmoXr26ZAuRs5s5cyYOHz6MtWvXZiZZhUmNGjUQHh6OV69e5XvfmjVr0LZtWxQvXlxLkekfQ0NDlCtXTq2RfXmyr8kPxvLvQ3W330xMTERiYqLWkn11R/aDgoJQv359lbfg5mSfMR2bNWsWbt68idmzZwMAHj58iClTpmDQoEGoUqWKxvr95ptv8OTJk8zTXKdOnQoTExMMGzZMY32yD/Xs2RNGRkZ57rl/4sQJJCQk8BoKFbVu3RoHDx5UawvOq1ev6uUUHrnq1asjLCwM79+/l6xNIsKsWbMwceJETJ06VZLTu3VB/u+W34nhN27cQHBwMAYOHKidoPSYujvyPHnyBEWLFoWZmZmEUX1IqpF9+Q5WhSHZJyIEBQWpPIUH4GSfMZ1r0KABJk6ciF9++QU9e/ZE48aN4eDggLlz52q035o1a2Lo0KEYM2YM+vTpg2XLlmHmzJmwt7fXaL/s/+zt7fPdc3/nzp2oVKlS5s4iTDmtW7fG8+fPcePGDZXqJyQk4O7du6hdu7bEkUnH3d0dqampCAsLU7uttLQ07Ny5E02aNMFPP/2ESZMmYeLEiRJEqRvOzs6wtbXN9zTlNWvWwNHREW3bttViZPpJ3WT/0aNHGt/FTf73Sd1k//Xr1wC0l+y/fPlS5Q/kT58+xcuXLznZZ6ywmzJlCubNm4fbt2/D09MTp0+f1spj84ULF2LAgAG4cOECfv31V4wYMULjfbIP5bXnfkpKCnbv3o1OnTrp7RQSfdekSROYm5urPJUnNDQURIRatWpJG5iE3NzcAECtqTzx8fGYP38+KleujM6dO4OIcPDgQUydOrVQf+8ZGhrCy8srzxPDU1JS8O+//6JPnz68Jgb/T/ZVfRL28OFDVKhQQeKoPmRjYwMhhNrJvnxqlzaS/fLly4OI8OTJE5Xqy09Q52SfsUJOCIHvv/8eISEh2LZtm0YXOGVlamqKv//+G/fv38fEiRML9R/2wsrX1xelSpXCqlWrPri+a9cuREZGon///jqKrPAzMzNDs2bNcPDgQZXqh4SEwNjYGK6urhJHJh17e3uULl1apWSfiPD333+jYsWK+PHHH9GoUSMEBwfj7NmzaN26tQai1b5GjRrh3LlzH6yJkjt8+DBevnz5ye6tn12FChUQFxen8nx4bST7BgYGsLGxkSzZL1q0qARR5U/+NVF18XNQUBDKli2LEiVKqByD1pN9IYS1EGKFECJaCPFGCLEuS5m5EGK9ECJeCPFECNErW92BQohnQog4IcRqIYRJlrJKQogAIcQ7IcRlIUTNLGUGQogFGf29FEJ8r513yxhj+TM0NMSQIUOwatWqzD2uiQjz589Ho0aN4O7uruMICzc/Pz+cPXsWCQkJSte9cuUK3Nzc9H7U193dXeH95OVSU1PRv39/fPXVV2jfvj3u3buHf//9F/Xq1dNQlLrRqFEjxMXF5fphaMWKFahdu7ZenqGgC+psv5mamoqnT59q5TBGKQ7WioqKgrGxMWxsbKQJKh9lypSBoaGhylOk1J2vD+hmZH8VgFgA5QEUBTA/S9lUAI4ASgPoDuAvIUQVABBCuGfc2wlAmYxX1smEGwEcA+AA4B8AO4UQ8jOFhwFoBsAFQCMAPwghWkj/1hhjTHljxoyBvb09Bg8ejJSUFKxcuRLnz5/H5MmTdR1aode6dWu8f/8eJ0+eVLpuSEiIXk/hkatfvz6CgoIUnn5BRBg4cCA2bdqETZs2YdWqVShbtqyGo9QNDw8PWFpa4sCBAx9cf/78Ofbt24ehQ4fqKDL9I0/28zvVPS/Pnj1DWlqaxkf2AemSfUdHR608zTY2NkaZMmVUGtlPTU3FxYsXUb9+fbVi0GqyL4RwBVAXwDgiiiOiFCK6kuWWfgCmZ5RdALAbQO+Mst4AthNRMBHFApgOoH9Gu1UAuAKYSURJRLQU6e+tcZZ2fyeiSCK6i/QPA3k+GxdCmAohbOQvANYSfQkYYywHa2trrF+/Hv7+/qhUqRK++uorDBkyBD4+ProOrdBzdnZGpUqVlJ7Kk5qaimvXrun14lw5T09PREZG4tGjRwrd/++//+K///7DunXr0KNHD80Gp2NmZmZo3bo1du7c+cH1FStWwNTUFL17986j5qfH3t4eRYoUwZ07d5SuK09kC0uy/+rVKzg6OkoTkAJUXfwcGhqKt2/fomHDhmr1r+2R/foA7gJYK4R4LYS4IITwBgAhhD2AEgCyPou8BsAt4/+75lJWVghhlVF2h4iSlajrhrxNQPrTB/lLvQ1SGWOsAM2bN0dAQADatGmDBQsW4K+//tJ1SB8NVbbgvH37NpKTkwvFyL78ELz8dp2Re/78Ob755hv07dsXvXr1KvD+j0Hnzp0RHBycmcTGx8fjzz//xMCBA7UyjaMwqVatGm7duqV0PfkHTW08IbKzs1N7n/2oqCitzNeXq1Chgkoj+2fPnoWJiQnq1q2rVv/aTvZLA2gJ4CTSE/sFAPYIIewAyI8Jjc9yf1yW61YZ/521TH49e5kidfM7lnQWANssL+2slmSMfdLq16+PZcuWYdSoUTAyMiq4AlOIn58fHj16pNSIpXxv9sIwn7tIkSJwdnbG+fPn872PiDB48GBYWFhg0aJFWopO9zp37oxixYrht99+A5B+WFh8fDzGjx+v48j0j6rJ/sOHD1GqVCmN7rEvJ9XIvjaTfVVH9gMCAlC/fn21v66SJvtCiLNCCMrjNR1AIoBHRLQyYwrPJgAvAHgAkK+eyjplxibL9YSM/85aJr+evUyRunmu1iKi5IypRHFEFIcPP4AwxhgrRJo1awZTU1OlpvIEBQWhcuXKsLW11WBk0mncuDFOnDiR7z2rVq3CoUOH8M8//3xS52mYmZlh8uTJWLVqFbp3747ffvsNkydPRpkyZXQdmt6pVq0awsLCIJPJlKp3//79zDn/mmZvby/ZnH1tqVChAqKjoxEbG6twHSLC2bNn0ahRI7X7lzTZJ6JGRCTyeP0C4DqA7M9RKaNuDIAIAFm3nqgOQH4ays1cyp4QUUJGmbMQwlSJuqqdssIYY6xQsbS0RJMmTZRK9i9cuAAvLy8NRiUtPz8/3LhxI3NHp+yePHmC77//HoMGDfokD5D6+uuvMX78eFy+fBkTJkzgUf08VK1aFYmJiUrvCX/79m2NnvielVQLdLU9sg8ot/3mo0ePEB4ervZ8fUD703hOARBCiAFCCEMhRFcAJQEEZpSvB/BLxvacDQB0BLAho2wDgC5CiLpCCFsAPwNYBwBEFAbgFoDxGYtrhyL9Q8SZLO3+IIQoKoSoDGCIvC5jjLGPn5+fH/z9/fHu3bsC701MTMSVK1fg6emphcik4ePjA0NDQ+zfvz9HGRHhyy+/hK2tLebPn59L7Y+fEAKzZs3CvXv3MGPGDBgY8DFDualWrRoAKDWVh4hw584dVK1aVVNhfUDdZJ+IdLJAF1BupyP5YXDe3t5q96/V73YiSkF6Aj8S6QtfJwD4nIjeZNwyCUA00qf2bAcwMiORBxFdAzAawB6kL5gNR/qOPHK9kb4e4A2ArwF0JqLUjLKlAPyRvjj4HIB5RHRcI2+SMcaY3vHz80NycjJOnTpV4L2XL19GampqoRrZt7OzQ8uWLbF27docZUuXLsWxY8ewcuXKQjMtielG2bJlYWFhoVSyHx4ejoSEBK2O7L979w7v379XqX5sbCxSU1O1OrLv6OgIe3t73L59W+E6Z8+ehaurqySn/Gr9oy0RhRJRfSKyIqK6RBSQpSyRiPpklJUhog3Z6q4hotJEZE1EA7PuvkNE94ioIRGZE1FtIgrJUiYjou+IyI6IihHRPK28WcYYY3qhSpUqKFeunEJTec6fPw9zc/NCd6DZkCFDEBQUhMuXL2deu3HjBsaMGYNhw4ahZcuWOoyOFQYGBgaoUqWKUsm+PIHVZrIPQKn571lp8/RcOSEEXF1dlfq6nj17VpIpPIBuDtVijDHGtEoIgbZt22Lv3r0FbsF5+vRpeHp6Frodkdq1awdnZ2eMHj0aqampiIiIQKdOnVCxYkX88ccfug6PFRLK7sgTFhYGY2NjreyxD/w/2Vd1+82oqCgA0Oo0HiD963rz5k2F7o2MjMSNGzfQpEkTSfrmZJ8xxtgnoWvXrnj8+DGCg4PzvCc1NRWnTp1CixaF75B1Y2NjLFu2DAEBAfDw8ECNGjWQkJCAPXv2wMLCQtfhsUKievXquHbtmsI78ty+fRuVKlWCsbGxhiNLJ0/2VZ23L0/2tTmyDwCurq64ffu2Ql9X+c5aUv0e4mSfMcbYJ6FJkyYoVqwYtmzZkuc9wcHBiI+PL7SnFzdv3hwHDx6Ek5MTunfvjkuXLqFSpUq6DosVIrVr10ZcXJzCO8docyceQP1kXz6NR4q58MpwdXVFYmJinjtmZXX8+HG4urqiZMmSkvTNyT5jjLFPgqGhIbp06YItW7bkOZXn6NGjsLGxUfvESl3y8fHB7t27sXjxYsmSBfbpqF27NgDgypUrBd5LRAgJCdHq4XPyMyLUGdm3s7PT2pMIOflOR4pM5Tl27JikTxc52WeMMfbJ6N69O54+fZq5rV12O3fuhJ+fX6Gbr8+YVIoXL45SpUoplOxHREQgKioKtWrV0nxgGaysrGBgYKBWsq/tKTwAUKZMGVhZWeHGjfyPeXrw4AEePXrEyT5jjDGmiiZNmqBixYpYtmxZjrL79+8jJCQEXbp00UFkjOmP2rVrK5Tsh4SEAIBWk30DAwPY2tqqNY1H24tzgfRNAmrXro2LFy/me9+RI0dgaGiIpk2bStY3J/uMMcY+GQYGBhgxYgS2bt2KyMjID8rWrl0LKysr+Pn56Sg6xvSDMsm+jY0Nypcvr/mgslDnYC1djewDQIMGDfLdIAAA9uzZg8aNG2euTZACJ/uMMcY+KYMGDYKRkRF+//33zGvJyclYvnw5BgwYACsrKx1Gx5ju1a5dGxEREQgPD8/3vitXrqBWrVoQQmgpsnR2dnYqb72pq5F9AKhfvz4ePXqUuSNQdvHx8Th+/Dg6duwoab+c7DPGGPuk2NvbY9y4cVi4cGHmYrn58+fj9evX+Oabb3QcHWO65+npCQA4d+5cnvcQEQICAjLv1abCOrJfv359AMhzdP/IkSN4//49OnToIGm/nOwzxhj75IwdOxbOzs7w8/PDTz/9hF9++QWjR4+Gi4uLrkNjTOdKlSqFypUrw9/fP897Hj9+jPDwcDRq1EiLkaUrrMl+hQoVUKxYMZw5cybX8p07d6J69eqoWLGipP1yss8YY+yTY2FhgQMHDqBixYpYuHAhhgwZgpkzZ+o6LMb0RpMmTXD69Ok8y8+ePQsA8Pb21lZImVRN9pOSkpCQkKCzaTxCCPj4+ODIkSM5yuLj47Fz50706tVL8n452WeMMfZJKlu2LE6ePIm3b99i6dKlvN0mY1k0adIE165dQ3R0dK7lZ86cgaurq9YPpwJUT/ZfvnwJAChRooTEESmuVatWuHz5co4NArZt24bExET069dP8j452WeMMcYYYx9o0qQJiAgnT57MUUZEOHToEJo3b66DyNLX3aiS7EdERABIP0tAV1q3bg1DQ0Ns37498xoRYcmSJfD19UWZMmUk75OTfcYYY4wx9oEKFSqgevXq2LVrV46ya9eu4cmTJ2jfvr32A8P/d+PJ6yTsvOjDyH6xYsXQtm1b/PPPP5nxHz58GJcuXcLYsWM10icn+4wxxhhjLIcuXbpg7969eP/+/QfXd+7cCSsrK0kPflJGkSJFkJycjHfv3ilV7+XLlxBC6GzOvtywYcNw5coV7NmzB/Hx8fjuu+/QqFEjSU/NzYqTfcYYY4wxlkOXLl0QGxuL/fv3Z16TyWRYvXo1unfvDlNTU53EJU/WX716pVS9iIgIODo66nx9TuvWrdGmTRv069cP9evXR3h4OJYvX66x8wo42WeMMcYYYzm4u7ujYcOGmD9/fua1vXv34vHjxxgyZIjO4lI12X/58qVOp/DICSGwceNG9O/fH66urjh58iRcXV011h9vPcAYY4wxxnI1duxYfP7559i+fTtatmyJH3/8Ec2bN4eHh4fOYlIn2dfl4tysbGxssHjxYq30xck+Y4wxxhjLVYcOHdClSxf07t0bpUuXxqtXr7Bz506NTTlRhHy7z9evXytVLyIiAuXKldNESHqNp/EwxhhjjLFcCSHw33//Yfz48WjUqBH8/f1RrVo1ncZkYWEBMzOzQjuNR9t4ZJ8xxhhjjOXJ1NQUU6dO1XUYmeQ76hTmaTzaxCP7jDHGGGOsUFE22U9MTERcXNwnObLPyT5jjDHGGCtUlE325Qdq8ci+BIQQy4QQ94QQJIRolq1snBDiphAiXghxRwgxKFu5X0bdt0KI3UII+yxlRYUQ+zPKwoQQLbLVHS+EiBJCRAsh5ogsK0eEEPWFEKFCiHdCCH8hxKe3OoMxxhhj7CPh6Oio1AJdTvalFQJgMIAHuZQRgN4A7AB0BTBbCNEQAIQQxQBsBPANgKIA3gBYlKXuEgARGWVjAWwRQjhk1G0DYAQATwCuAPwAfJFRZgpgR0ZbDgDOAlgvzVtljDHGGGPaVqRIEaVG9iMiIgCAp/FIgYiWEdEpACm5lM0lohAiSiOiUADHkZ6gA0AnABeJ6AARvQMwBUA3IYS5EMIKwOcAJhPROyLaA+AagI4ZdfsBWE5E94koAsAfAPpnlDUDkExEK4goCcAMAHWFEBXyeg9CCFMhhI38BcBa9a8IY4wxxhiTkirTeAwMDDL36P+U6GzOvhDCGOmJ/o2MS64AQuXlRPQQ6R8YKgFwBpBARM+yNHENgFtudfMry/ggcT9LeW4mAIjN8nqWz72MMcYYY0yL5Mk+ESl0f0REBIoWLQpDQ0MNR6Z/dLlA9w8AjwAczvhvKwBx2e6Jy7ieX1ludfMry16em1kAbLO8nPK5lzHGGGOMaZGjoyPev3+PhIQEhe5//vw5SpcureGo9JNSyb4Q4mzGwtvcXtOVaGcCgOYAutL/P5IlALDJdqtNxvX8ynKrm19Z9vIciCiZiOLkLwDxBb4pxhhjjDGmFfLpOIou0n327Bkn+4ogokZEJPJ4/aJIG0KIEUhfwNuSiKKzFN0E4J7lvvIAjJE+5eYuACshRNZ/per4/xSgD+rmVyaEMEf61KAbYIwxxhhjhY482Vd03j6P7EtICGEihDADIACYCCHM5NtgCiH6A/gJ6Yl+eLaqOwHUF0K0FkJYAJgMYCsRJRJRAoDdAKZmLNhtB6BGxjUgfXedr4QQFYUQxQGMBrAuo+wUAHMhxBcZO/P8DOBSxpoAxhhjjDFWyMiT/cjISIXuf/78OZycPs1Z2ZqYs38EQCIAF6TPx08EIN/XfirSt868KoRIyHj9BABEFIn0bTmXAHgFoAjSt+GUGw6gFIDXAOYB6CF/MkBE+wEsBRAE4HZGv6syypKRvtPPd0jfzrMJgL7Sv23GGGOMMaYNxYoVA/D//fPzk5ycjFevXn2yI/tGUjdIRM3yKctzu8uM8gMADuRRFgWgTT51ZyF9YW1uZcFIfxLAGGOMMcYKORMTEzg6OuLFixcF3hsenj6Z5FNN9nW5Gw9jjDHGGGMqKVGiROZhWfl59ix9B3VO9hljjDHGGCskFE32nz9/DoCTfcYYY4wxxgoNZZJ9Kysr2Nhk34n908DJPmOMMcYYK3RKliyp0Jx9+babGZtDfnI42WeMMcYYY4WOMiP7n+oUHoCTfcYYY4wxVgiVKFECCQkJSEhIyPe+T/n0XICTfcYYY4wxVgiVKFECQMF77T98+BAVKuS7+/tHjZN9xhhjjDFW6MiT/fym8iQlJeHFixcoX768lqLSP5zsM8YYY4yxQqdkyZIAkO8i3cePHwMAj+wzxhhjjDFWmNjZ2cHMzCxzH/3cPHz4EAAn+4wxxhhjjBUqQgiUKVMGT548yfOehw8fwtDQkBfoMsYYY4wxVtiUK1cuc6pObh49eoSyZcvCyMhIi1HpF072GWOMMcZYoVRQsv+p78QDcLLPGGOMMcYKqXLlyhU4jYeTfcYYY4wxxgqhcuXKITIyEomJiTnKiAj379/nZF/XATDGGGOMMaaKcuXKAUCuo/uRkZGIiYlBtWrVtB2WXuFknzHGGGOMFUply5YFgFzn7d+6dQsAONnXdQCMMcYYY4ypwsnJCYaGhnjw4EGOslu3bsHIyAiVK1fWQWT6g5N9xhhjjDFWKBkbG6Ny5cq4fft2jrJbt26hcuXKMDY21kFk+oOTfcYYY4wxVmhVrVo1c8pOVrdu3frkp/AAnOwzxhhjjLFCrFq1ajmSfSLC9evX4erqqqOo9Acn+4wxxhhjrNCqVq0anj59ioSEhMxrz58/R0REBOrVq6fDyPQDJ/uMMcYYY6zQko/eX79+PfNacHAwAKBBgwY6iUmfcLLPGGOMMcYKLXd3d5iYmCAoKCjzWlBQEEqVKoVSpUrpMDL9IHmyL4RYJoS4J4QgIUSzbGUOQoitQohoIcRLIcSfQgjDLOUDhRDPhBBxQojVQgiTLGWVhBABQoh3QojLQoiaWcoMhBALhBBvMtr9Plu/fhkxvRVC7BZC2Ev9vhljjDHGmPaZmpqiTp06uHDhQua1s2fPwtPTU4dR6Q9NjOyHABgMIOeGp8BUABYAygCoDqBJxr0QQrgDmA+gU0Z5GQATs9TdCOAYAAcA/wDYKYQwyigbBqAZABcAjQD8IIRokdFusYy63wAoCuANgEUSvE/GGGOMMaYHvL294e/vD5lMhjdv3uD8+fNo1aqVrsPSC5In+0S0jIhOAUjJpbg8gF1E9JaIogAcBiBfJt0bwHYiCiaiWADTAfQHACFElYz7ZhJREhEtzYi9cUbdfgB+J6JIIrqL9A8D/TPKOgG4SEQHiOgdgCkAugkhzPN6D0IIUyGEjfwFwFqlLwZjjDHGGNO49u3bIzw8HBcvXsT+/fuRlpaG1q1b6zosvaDtOfvLAbQXQlgLIUoC8ANwNKPMFUBolnuvASgrhLDKKLtDRMnZyt3yqZtrGRE9RPoHkUr5xDkBQGyW1zNF3yBjjDHGGNOuRo0aoXjx4li6dCkWLlyIzz77DGXLltV1WHrBqOBbJBUCwAZADABDACuJaF9GmRWAuCz3xmW5nr1MXm6VT92sZU/zqZubWQDmZflva3DCzxhjjDGml4yMjPDLL79g1KhRAAB/f38dR6Q/lBrZF0KczVh4m9trugJNbAFwCemJdgkALkKIbzLKEpD+QUDOJsv17GXy8oQs92Svm1dZ9vIciCiZiOLkLwDxBbwvxhhjjDGmQyNGjMCuXbvg7++PJk2a6DocvaHUyD4RNVKzv5oABhFREoAkIcQWAL5IXzB7E4B7lnurA3hCRAlCiJsAnIUQplmm8lTH/0ff5XVDs5TdyFLWVd6oEKI8AGMA99V8L4wxxhhjTE8IIdCxY0ddh6F3NLH1pokQwgyAAGAihDATQoiM4osAvhBCGAshiiA9Cb+WUbYBQBchRF0hhC2AnwGsAwAiCgNwC8D4jMWzQwEQgDMZddcjfQeeokKIygCGyOsC2AmgvhCitRDCAsBkAFuJKFHq984YY4wxxpg+0cQC3SMAEpG+DebhjP9fLqPsSwC1AUQiPXl/hPT58SCiawBGA9iD9Pnx4UjfkUeuN4CWSN8682sAnYkoNaNsKQB/AHcBnAMwj4iOZ7QbmVF3CYBXAIogfRtOxhhjjDHGPmqCiHQdg97L2H4zNjY2FjY22af/M8YYY4wxpl1xcXGwtbUFANuMNaa50vbWm4wxxhhjjDEt4WSfMcYYY4yxjxQn+4wxxhhjjH2kONlnjDHGGGPsI6XtE3QLtWfPnvECXcYYY4wxpnNxcXmuyf0QEUn+QvrWmJcBpACYkuW6ADADwAsAMQD2AiiVpbw+0g/Geof0rTTLZSkzR/p++vEAngDola3PgUjfsjMOwGoAJlnKKgEIyGj3MoCaSr6fOkjf159f/OIXv/jFL37xi1/80qdXnfzyWI1svSmE+ByADOn7298moikZ17sAmA+gEYAIAH8DMCWiXkIIUwD3AExFelI/EUATImqcUXcOgBoAugNwBXAQgCcRhQkh3AGcRvo+/HcAbAdwnogmZtQNyrh/FoBBAMYCcMmyT39B78cGQOzTp095ZJ8xxhhjjOlcXFwcypQpAxSw9aZG99kXQiwDEJEl2R+D9E8ffTL+uw2AWURUUwjRCsASIqqcUWaB9EOw3IjooRDiBYBuRHQ2o3wNgMdENFkIMQtAUSIanFHWDMBaIionhKgC4BKAIkSUnFH+CMAgIjqZR9ymAEyzXLIG8Iz32WeMMcYYY/pAX/fZ3wbARQhRQQhhDqAX0k/cBdJH60PlNxLROwD3AbgJIewBlMhaDuAaALfc6maUlRVCWGWU3ZEn+rnUzc0EALFZXs+UeZOMMcYYY4zpA20n+xEAggA8QPrcezcAv2aUWSF9vn1WcRnXrTL+Oz6XstzqxmW5nl+7eZkFwDbLyymfexljjDHGGNNL2k72JyN9pL0Y0qfGnAawNqMsAUD2OTI2GdcTMv7bOpey3OraZLmeX7u5IqJkIoqTv/DhhwzGGGOMMcYKBW1vvVkTwCYiigIAIcQKpO+SAwA3AQyX35gxzacSgBtEFCOEiADgnuX+6gBuZKnrnqWf6gCeEFGCEOImAGchhGmWqTzVAcyT/N0BSE1Nhb+/P06fPo3o6Ghock1EYWdjYwNPT0/4+PjAwsJC1+EwxhhjjH10NJLsCyGMMto2BGAkhDBD+jacFwF0F0JsRfrI+hdInz8PAKcAmAshvgDwH4CfAVwioocZ5esB/CKE6A6gGoCOALwyyjYA8M9YEHwvo+46AMjYrecWgPFCiNkABiB9m6IzUr/v1NRU/PTTTzhx4gRcXFzg5OQEIYTU3XwUiAgvXrzAtGnTsHPnTixevBiWlpa6Dosxxhhj7KOiqZH9X5A+ZUfuZ6Rvefkb0ue/3wJggvRdcr4E0qfOCCE6AVgJYAmAYAB9s7QxCcAK/H+P/pFEFJZR95oQYjSAPUiforMdwPQsdXsjfbrQeAC3AXRWdNtNZfj7++PEiRP4/fff0axZM6mb/yjdvHkTQ4YMwdatWzFw4EBdh8MYY4wx9lHR6NabHwv5PvsFbb05ZcoUhIWFYePGjdoL7iMwbtw4vHr1CqtWrdJ1KIwxxhhjhYK+br35UYuOjoaTE2/coywnJydER0frOgzGGGOMsY8OJ/sSIiKeo68CAwMDXsjMGGOMMaYBnOxrycqVK1GrVi1YWlqiZMmSaNmyJQ4fPgwAKF++PCwsLGBlZZX5+uuvv1RqCwBOnz4NT09P2NraokiRImjevDkePkxf5zxlyhQMHjxYoZgHDhwIU1NTWFlZwcbGBg0bNsTVq1c/KJ8+ffoHdU6dOoXKlStn/rey740xxhhjjEmHk30tmDZtGiZOnIjp06cjKioKT58+xbhx43Do0KHMe44cOYKEhITM1/Dhw1VqKzY2Fh07dsS4ceMQExODx48fY9SoUTA0NFQp9okTJyIhIQFv3rxBu3btMGjQIKXbUPS9McYYY4wxaWl7n/1PTkxMDGbOnInNmzejXbt2mdd9fHzg4+MjeVt37tyBqakpOnfuDACwsrJCp06d1H4fBgYG6NGjB3799deCb2aMMcYYY3qBR/Y17MKFC0hNTUXbtm210paLiwvev3+PwYMH4+jRo4iLy3NxtlJSU1OxYcMGeHh4SNIeY4wxxhjTPE72Nez169dwdHT8YBpNiRIlYGdnBzMzs8xrfn5+sLOzy3z5+/ur1JatrS1Onz6N5ORk9OvXD0WLFkXfvn0RHx+vUvwzZsyAnZ0dLC0tMXfu3Bwj+/Jy+SvrEwdl3htjjDHGGJMeJ/sa5uDggFevXiEtLS3zWkREBG7fvo3k5OTMawcPHsSbN28yX02bNlW5rerVq+Pff/9FREQEzp07h3PnzmHGjBkqxf/zzz/jzZs3SExMxL///ov27dsjPDw8R7n8tW/fvhxtKPLeGGOMMcaY9DjZ1zAvLy8YGRnhwIEDOmmrbt266Ny5M65fv65W3wYGBujQoQNMTExw7tw5tdpijDHGGGPawcm+htnb2+PHH3/E119/jQMHDiAxMRFpaWkIDAzUSFu3b9/G/PnzM0ff79y5g71796JBgwZqvQ8iwv79+xEdHY0qVaqo1RZjjDHGGNMOTva1YMqUKZg0aRImTJiAIkWKoEyZMvjzzz8/GKFv2bLlB3vR//zzzwCAmTNnws/PT+G2rK2tce7cOdStWxeWlpbw8fFB27ZtMX78+Fxjs7KywpkzZwAAZ86cgZWV1Qfl06ZNg5WVFaytrTFmzBisXLkS7u7uSr3/vN4bY4wxxhjTLMEnlxZMCGEDIDY2NhY2NjZ53jdq1CiYm5tjzpw52gvuI7B48WIcPXoUu3fv1nUojDHGGGOFQlxcHGxtbQHAlojy3H6RR/YZY4wxxhj7SHGyLyEhBGQyma7DKHRkMhkMDPhbkTHGGGNMapxhSah48eJ48OABeGqUch48eIBixYrpOgzGGGOMsY8OJ/sSatasGZ48eYKtW7fyCL8CiAj+/v44f/48PvvsM12HwxhjjDH20eEFugpQdIEuEWHu3LnYsmUL7O3tUbJkyQ9Ou2X/R0SIjIxEZGQkmjRpgtmzZ8PExETXYTHGGGOMFQqKLtDlZF8Biib7QHoSe+PGDZw+fRrR0dE8pScfNjY28PLyQt26dflDEWOMMcaYEjjZl5AyyT5jjDHGGGOaxltvMsYYY4wx9onjZJ8xxhhjjLGPFCf7jDHGGGOMfaQ42WeMMcYYY+wjpZFkXwjxtRDishAiRQgxJcv1tkKIc0KIWCFEuBBinhDCOEt5JSFEgBDiXUb9mlnKDIQQC4QQb4QQL4UQ32fr008IcU8I8VYIsVsIYZ+lrKgQYn9GWZgQooUm3jdjjDHGGGP6RFMj+y8ATAGwPdt1m4zrJQDUBFAfwNgs5RsBHAPgAOAfADuFEEYZZcMANAPgAqARgB/kSbsQolhG3W8AFAXwBsCiLO0uARCRUTYWwBYhhIO6b5IxxhhjjDF9ptGtN4UQywBEENGUPMqHAmhPRO2FEFUAXAJQhIiSM8ofARhERCeFEOcBLCGi9RllUwBUIKIBQoivAHQjIp+MsgoAbgGwB2AIIBpARSJ6llF+CsBaIlqdR1ymAEyzXLIG8Iy33mSMMcYYY/qgsGy92QTAjYz/7wrgjjzRz3ANgFuW8lBFyojoIYAUAJUAOANIkCf6udTNzQQAsVlez/K5lzHGGGOMMb2ks2RfCNEFQAsA8zIuWQHI/qkkLuN6buX5lWUtL6jd3MwCYJvl5ZTPvYwxxhhjjOklo4JvkZ4Q4jMASwG0IaLIjMsJSJ/Tn5VNxvXcyvMry1puXEC7OWQ8Xch8wiCEyOfdMMYYY4wxpp+0PrIvhPAAsAVAdyK6mKXoJgDnjPnyctXx/2k+NwG4K1ImhCiP9CT/PoC7AKyEEKXzqMsYY4wxxthHSVNbbxoJIcyQvjjWSAhhJoQwFEK4A9gL4EsiOpW1DhGFIX1R7XghhGnG4l0CcCbjlvVI34GnqBCiMoAhANZllO0EUF8I0VoIYQFgMoCtRJRIRAkAdgOYKoQwF0K0A1Aj4xpjjDHGGGMfLU2N7P8CIBHAYAA/Z/z/fgBGAygCYIMQIiHjdTBLvd4AWiJ968yvAXQmotSMsqUA/JE+Un8OwDwiOg4AGVOBeiN9i81XGX18k6Xd4QBKAXiN9DUCPYgoWuL3zBhjjDHGmF7R6NabHwshhA2AWN56kzHGGGOM6YPCsvUmY4wxxhhjTEM42WeMMcYYY+wjxck+Y4wxxhhjHylO9hljjDHGGPtIcbLPGGOMMcbYR4qTfcYYY4wxxj5SnOwzxhhjjDH2keJknzHGGGOMsY8UJ/uMMcYYY4x9pDjZZ4wxxhhj7CPFyT5jjDHGGGMfKU72GWOMMcYY+0hxss8YY4wxxthHipN9xhhjjDHGPlKc7DPGGGOMMfaR4mSfMcYYY4yxjxQn+4wxxhhjjH2kONlnjDHGGGPsI8XJPmOMMcYYYx8pI10HwBhjjDHGmDrev3+PLVu2QAiBLl26wMzMTNch6Q1O9hljjDHGWKGVkJAAHx8fBAYGAgAWLVqEI0eOwNbWVseR6QeexsMYY4wxxgqt0aNH48aNGwgMDERwcDBu376NkSNH6josvcHJPmOMMcYYK5RCQkKwYsUKzJ49Gw0aNEC9evWwYMECrF+/HhcuXNB1eHpBZ8m+EGKcEOKpECJeCHFFCGGdcX28ECJKCBEthJgjhBBZ6tQXQoQKId4JIfyFEOWylJkLIdZntPdECNErW38DhRDPhBBxQojVQggT7b1bxhhjH4uUlBQMGTIEjRs3xq1bt3QdDmOftLlz56JChQr46quvMq/1798f7u7umDRpkg4j0x86SfaFECMAtAbQEIANgAEA3gsh2gAYAcATgCsAPwBfZNQxBbADwCIADgDOAlifpdmpABwBlAbQHcBfQogqGXXdAcwH0AlAmYzXRI2+ScYYYx+lP/74A2vWrMGjR4/Qs2dPyGQyXYfEmCTS0tKwcuVKzJw5E5GRkboOp0Dh4eHYsmULRo0aBSOj/y9DNTQ0xLhx43D06FHcvn1bhxHqB60n+0IIQwA/AxhCRE8oXSgRJQPoB2A5Ed0noggAfwDon1G1GYBkIlpBREkAZgCoK4SokFHeD8B0IoojogsAdgPonVHWG8B2IgomolgA07O0yxhjjCkkKSkJ8+fPx5AhQ7B582aEhobi8OHDug6LMUkMHjwYgwcPxvTp0+Ht7Y2YmBhdh5Sv9evXw9jYGIMGDcpR1q1bNxQtWhRLly7VQWT6RRcj+04ALAB0FUK8FEKECSGGZJS5AgjNcu81AG65lRHROwD3AbgJIewBlFC0bkZZWSGEVW4BCiFMhRA28hcAaxXeJ2OMsY/MiRMnEBkZieHDh8Pb2xvVqlXDli1bdB0WY2rbu3cv1qxZgzVr1uDmzZuIiorChAkTdB1WvjZt2oR27drluuuOqakp+vfvj40bNyI1NVUH0ekPXST7pQHYAnABUB5ANwAzhRCNAVgBiMtyb1zGNeRSlrVcfk+8gnXjslzPzQQAsVlezwp4T4wxxj4Be/fuRcWKFeHmlj6W1KlTJ+zZswdpaWk6jowx1RERJk2aBB8fH/Tv3x/ly5fHxIkTsWrVKoSHh+s6vFyFhYXhypUr6NmzZ5739OrVC1FRUTh58qQWI9M/ukj2EzP+91ciSiSiUACbALQBkID0OfxyNhnXkEtZ1nL5Pda5lOVW1ybL9dzMQvoHEvnLKf+3xBhj7GNHRNi/fz/atWsH+d4RLVu2RHR0NG7cuKHj6BhT3blz5xASEoKxY8dmfm8PGTIEpqamWLZsmY6jy93mzZthZWUFPz+/PO+pU6cOKleujI0bN2oxMv2ji2T/DoD3ACjLNfn/vwnAPcv16gBu5FYmhDAHUAnADSKKARChaN2MsidElGuyT0TJGXP/44goDh8+MWCMaZFMJsPo0aNhZ2eHrl274u3bt7oOiX2inj17hqdPn+Kzzz7LvFa/fn0YGxvj7NmzOoyMFSQiIgKzZ8+Gv7+/rkPRS3///TecnZ3h4+OTec3W1hY9evTAxo0bQUT51NaNvXv3ok2bNjA3N8/zHiEEunfv/sk/fdN6sk9EbwFsA/Bzxtz4agB6ADiA9N11vhJCVBRCFAcwGsC6jKqnAJgLIb7I2JnnZwCXiOhhRvl6AL8IIayFEA0AdASwIaNsA4AuQoi6QgjbjLrydhljemzu3LlYsGAB+vbti8OHD/NBKUxn5Ht2e3h4ZF6zsLBAnTp1NJrsJyYmYvTo0fDx8cH+/fs11s/HKj4+Hs2aNcOECRPw2Wef4fjx47oOSa+8f/8eu3fvRq9evWBg8GFa2K1bN9y7dw9Xr17VUXS5i4yMxMWLF9GmTZsC723Xrh1ev36NoKAgLUSmn3S1z/4IpG+T+QrpSf5EIjpDRPsBLAUQBOA2gMMAVgHpo+1I3zrzOwBvADQB0DdLm5MARAN4AWA7gJFEFJZR9xrSPzjsQfr8+3Ck78jDGNNjUVFRmDZtGr7//nssXrwY8+bNw5o1a3DlyhVdh8Y+QRcuXEC5cuVQsmTJD657eXlpNJEYOXIkli5divj4eHTs2JFHp5W0aNEiPHr0CDdv3kSjRo3www8/6OVIta6cPHkSsbGx6Ny5c46y5s2bw8HBAdu2bdNBZHmT74DVunXrAu9t0KABHBwccODAAU2Hpb+IiF8FvJA+x59iY2OJMaY9s2bNIjMzM3r16hUREaWkpFDZsmVp4MCBOo6MfYoaNmxIPXr0yHF99erVBIDi4+Ml7/Py5csEgP7++29KSUmhRo0aUdWqVen9+/eS9/UxSkxMpOLFi9OwYcOIiOjw4cMEgM6ePavjyPTH119/TRUqVCCZTJZrea9evah+/fpajip/PXv2pLp16yp8f+/eval27doajEg3YmNjCelT4W0onzxWZyfoMsZYfogIf//9N3r06IEiRYoAAIyMjDB8+HBs3LgRcXHZN+diQPo+8JcvX0ZSUpKuQ/moyGQyXLlyBfXr189RVqNGDQDQyCLdRYsWoWzZshg0aBCMjIywcOFC3L59G9u3b5e8r4/R4cOH8fLlS4waNQoA4Ovri9KlS2Pr1q06jkx/HD9+HK1atcpcmJudj48PLl68qDd77qelpeHIkSP5LszNrk2bNrhy5QoiIiI0GJn+4mSfMaaXLl++jIcPH6Jfv34fXO/VqxeSk5Oxb98+HUWmv27cuAFnZ2fUrVsXLi4uuHbtmq5D+mg8fPgQ7969g7u7e44yV1dXGBgYIDQ0NJeaqnv37h02b96MYcOGZZ4OWqdOHXz22WdYtGiRpH1J5d27d/jqq69Qv359rF+/vuAKGrZ9+3a4ubnB1dUVQPqCzY4dO2LXrl08lQfpi87v3LmDFi1a5HmPj48PiAinTp3SXmD5uHjxIqKjo5VK9ps3bw4An+wUOE72GWN6aefOnXBwcECTJk0+uF62bFk0aNCARzazSUpKQseOHeHg4IDDhw/DwcEB7du35ycgErl+/ToAoHr16jnKzMzMUKVKFcmT/aNHjyIxMRFdu3b94Prw4cNx/vx53LlzR9L+pDBo0CCsX78e9vb26Nevn04/lKelpWHv3r055qK3atUKjx8/xqNHj3QTmB6R7z/frFmzPO8pW7YsnJ2dcfToUS1Flb9Tp07B0tIy16dseSlZsiScnZ052WeMMX2ya9cutG/fHsbGxjnKOnTogKNHj37ypyJmtWjRIjx+/BibN29Gy5YtsXv3bkRGRmLmzJm6Du2jcP36ddjb2+dYnCvn7u4uebK/Z88eVK1aFc7Ozh9cb9u2LaytrbF582ZJ+1PX8ePHsWXLFvzzzz84fPgw/Pz8MHz4cLx//14n8Vy5cgVv3rxBy5YtP7jeqFEjAMCZM2d0EZZeOXHiBGrWrAlHR8d872vWrJnefL1Onz4Nb2/vXP825Kdp06ac7DMGpD/SCwwMRGxsrK5DYZ+wV69e4caNG/D19c213MfHB/Hx8QgODtZyZPopNTUVixYtwqBBg1C1alUAQLly5fDDDz9gwYIFePXqlY4jLPyuX7+O6tWr5zmvuVq1apKPtJ84cSLX3UbMzc3RsWNHbNq0SdL+1DV79mzUq1cPvXr1ghACc+bMwdOnT3X2oeTkyZOwsLBAgwYNPrju4OCA6tWrazx5vXXrFpYvX565Zas+Onny5AfnRuSlYcOGuHHjBt68eaP5oPKRlpaGs2fPomnTpkrXbdasGW7evImoqCgNRKbfONlnAIAHDx6gdevWKFOmDDw9PVGyZElMnz6d5zQynTh37hyA9D8wualbty5sbGz0dr/sbdu2oW/fvpg9e7ZWRjX379+P58+f4+uvv/7g+jfffAMhBP7++2+Nx/Cxkyf7eXF2dkZERIRk06aePXuGR48eoXHjxrmWd+nSBTdv3sSDBw8k6U9dd+/exbFjxzBq1KjMD0TVq1dH69atsXjxYp3EdPLkSTRq1AgmJiY5yho2bIjz589rrO/169ejRo0aGDZsGLy8vNCtWzckJOR6jqfORERE4PHjx3n+ns3K29sbRITAwEAtRJa30NBQxMXF5ZjeqQj5B4TTp09LHZbe42Sf4fz586hTpw7u3LmDdevW4dKlS/jmm28wceJEjB49WtfhsU9QQEAASpUqhXLlyuVabmRkhGbNmuHYsWNajqxgkydPRrdu3XDjxg1MmjQJn3/+ucZPbly3bh3q1auH2rVrf3Dd0dERffr0wdKlSz/p0yPVlZKSgrCwMLi5ueV5j4uLCwDg3r17kvQpP6Qrr0SsRYsWMDY2xsGDByXpT10bN26EtbU1unXr9sH1AQMGICgoCPfv39dqPKmpqThz5kyeo9Z16tTB7du3kZiYKHnfd+/exeDBg9GnTx8kJiZi48aNOHz4MFq0aKFXT83lZ0Nkf/KRm8qVK8PR0TFzIEZX/P39YWpqqtR8fTknJyeULVtWr5+0aAon+5+4a9euoVWrVqhRowauXLmCfv36oU6dOpg9ezb+/PNPLFiwADt37tR1mOwTExAQgIYNG+Y5ZQJI313h/PnzSE5O1mJk+Tty5Ah+/fVXTJ8+HVeuXMG+fftw6NAh/PXXXxrrMzExEYcOHcqxiFNu8ODBePbsmd6MZr179w4ymUzXYSjl8ePHSElJyZwilRv5vHqppvKcPXsWzs7OKF68eK7l1tbWaNy4sd4k+zt37kTbtm1hbm7+wfX27dvD0tJS61OObt26hYSEhDw/LNWuXRtpaWka2bFqypQpcHR0xNKlS2FmZoaePXvC398fd+7cQevWrfVm0XxgYCBKlCiBMmXKFHivEALe3t46T/ZPnz4NT09PmJmZqVS/QYMGhf4kXSJCSkqKUnU42f+ExcTE4PPPP0elSpVw4MAB2NraflA+YsQItG3bFt999x3evXunoyjZpyY5ORkXL17MXESXF29vb7x//15vTtN9//49hg4dihYtWmDChAkAgJYtW2LgwIGYNm2axh7hHz9+HO/evUPHjh1zLffw8EClSpXw33//aaR/RYWFheGzzz6DpaUlihUrptEPQFKTj9ZXrlw5z3vs7OxQtGhRyZL9oKAgeHl55XuPn58fTpw4ofMzFR49eoSQkBB8/vnnOcosLS3Rrl07rQ8ayX8v1KxZM9dyd3d3GBoaSv77Izw8HJs2bcL48eM/+OBTu3ZtHD16FLdu3UKrVq10PvcdSE/2GzRokO+gSlbe3t64cOGCzjZGICKcPn1apSk8cg0aNMClS5cK7ZPOnTt3onz58jAzM0P79u0VXn/Ayf4nbMSIEYiJicGOHTtgZWWVo1wIgQULFiA8PBzLly/XQYSa9/jxYyxYsAD//vuvXo0Qf8ouXbqE5OTkAueR1qxZE2ZmZnrzSHb16tV48uQJFi1aBAOD//9qnTx5Ml6/fq2xPcf37dsHZ2fnPEedhRDo3bs3tm3bprPv8Vu3bsHLywsvXrzA8uXL0blzZ4wYMQKzZ8/WSTzKunfvHkxMTODk5JTvfS4uLrh7967a/aWmpuLatWs5pmVl5+fnh8TERJ3vkrJnzx6YmJjkue95mzZtcOnSJbx8+VJrMYWEhKBSpUqwsbHJtdzMzAzVqlWTPNnfsGEDjI2N0bdv3xxl9erVw9GjRxEWFgYfHx+8fv1a0r6VIZPJEBwcDA8PD4XreHt7IyEhIXMbWm27desWXr9+rXay//btW9y6dUvCyLRj8+bN6NKlC2rVqoV58+YhODg4z0GeHPI7XpdfJF+gagOAYmNjlTjEWL/t3buXANC///5b4L39+vWjsmXLfnTHs+/evZvMzMzI1NSUAFCdOnUoOjpa12EVKDo6mt68eaPrMDTmt99+I0tLS0pJSSnw3oYNG1L37t21EFX+3r9/T2XLlqWePXvmWt6hQweqVauWRvquUqUKff311/neExoaSgDo0KFDGokhPwkJCeTs7Exubm4UExOTef3nn38mAwMDOnv2rNZjUta3335LVatWLfC+gQMHUoMGDdTu78aNGwSATp48me99MpmMihUrRj/99JPafaqjY8eO1KxZszzLIyIiCACtW7dOazE1a9aMunbtmu89ffv2JS8vL0n7rVu3LnXr1i3fe0JCQsjR0ZGqV69O4eHhkvavqJs3bxIAOnbsmMJ13r59S4aGhrRs2TINRpa3v/76i4yMjCghIUHlNuLj48nAwIBWrlwpYWSad+/ePbKysqJevXpRWloaERFdu3aNzMzMCAABsKF88lge2f8EJSQkYNiwYfDz80OfPn0KvP+HH37AkydPsHv3bi1Epx0XL15E165d0a5dO7x69QqXLl3Co0ePMHjwYL3dgejo0aOoW7cuHBwcYGdnh6ZNm+Ly5cu6DktyAQEB8PDwyDwxND+enp56MbK/b98+PHnyBD/++GOu5V9++SVCQkIkH00KDw9HWFhYvgfiAOm7olSoUEEnP8MLFizAo0ePsHPnTtjZ2WVenzp1KurVq4dvvvlG7+fw37t3L98pPHLOzs6SjOwXNAVFTgiBZs2a6fRkU5lMhtOnT+e7FWLx4sVRt25dra0vICKEhISgVq1a+d7n6uqKW7duSfY7/+XLl7h06RI6dOiQ7301a9bE6dOnERMTg4YNG2p98TKQPk1MCIF69eopXMfCwgI1a9bU2e/c06dPo169erC0tFS5DSsrK7i6uup8VyFlEBGGDh2KokWLYtmyZZlPjqtXr441a9Yo1AYn+5+gefPmISoqCn/99ZdCc/Vq1KgBDw8PrF27VgvRad7bt2/Rs2dP1KxZE//99x+srKxQp04dLFu2DDt27MCBAwd0HWIOc+bMQcuWLWFlZYX//vsPq1evxps3b9CwYUPs379f1+FJhohw7tw5hbaCAwAvLy88efIE4eHhGo4sf8uXL4eHh0eeyUXLli1haWkp+bxl+QExBe05LYRAhw4dsGfPHq1+mI2MjMRvv/2GkSNH5jgYytDQEPPmzcPly5f17nCo7BRN9itWrIiYmBi1d1wJCQlB+fLlYW9vX+C9zZo1Q1BQEN6+fatWn6q6du0aYmJiCvzA6efnh8OHD2vlg92TJ0/w5s2bApP9atWq4c2bN4iIiJCk3yNHjgBAjkO88uo7ICAAxsbGaNiwIa5evSpJDIq6dOkSXFxccqzVK4iuBlhIgvn6cnXr1tWbtV6KOHToEE6cOIGFCxfmmJaW19S5HPIb9ufXxzeNJyIigiwtLWnMmDFK1VuyZAkZGhpSRESEhiLTnokTJ5KpqSndvXv3g+symYwaN25M9erVI5lMpqPoclq2bBkBoJ9//vmDuBITE6ljx45kYWFBly5d0mGE0rl9+7ZS002ePn1KAGjXrl0ajixv9+/fJyEErVq1Kt/7unfvTnXq1JG076FDh1K1atUUuvfEiRMEgC5evChpDPkZOXIk2dra0qtXr/K8p1WrVlS7dm29+pnLKjU1lYyNjWnx4sUF3nv+/HkCQCEhIWr16ePjQ59//rlC98qn/Bw5ckStPlW1YMECMjU1pcTExHzvO3XqlCRfG0Xs3LmTANDz58/zvU/+++b48eOS9NunTx+lf8ZfvnxJderUIVtbWwoNDZUkDkU0adJEpSmQ69atIwBan/J67949AkD79u1Tu60//viDzM3NKTU1VYLINCs1NZXc3d2pSZMmuf6OjI2N5Wk8LKepU6fC2NgYP/30k1L1evbsCUNDQ70fgSvIkydPMHfuXIwePTrHSJ0QAr/88gsuXryIgIAAHUX4obNnz2LEiBEYOXIkpk2b9sGTGDMzM2zcuBFVq1ZF7969db4jhxQCAgJgYGBQ4C4kcqVLl0bRokV1Op1p7dq1sLa2Ro8ePfK9r2PHjrh8+bJko4hA+si+oidJNmrUCHZ2dtizZ49k/efn7t27WLZsGX766ScUKVIkz/tGjx6NK1eu6O0x9k+fPkVKSopCI/sVKlQAADx8+FCtPq9fvw53d3eF7q1WrRqKFi2qs6k8p06dUmgrRA8PD5iammolzpCQEBQtWhQlS5bM975KlSrB2NhYsul1p0+fVug02qyKFSuGkydPoly5cujcuTPi4+MliSU/RITQ0FDUqFFD6bryBb3aPr3c398fQgiFn/rmp2bNmkhMTNTJ9Cll/fvvv7h27RrmzJmj8K5JueFk/xPy7NkzrFixAj/++CMcHByUquvg4IAWLVpg165dmglOS8aPHw87O7vMrRGz8/HxQeXKlfXixNGEhAQMGDAAHh4emD9/fq4/6Obm5li3bh0ePnyIX3/9VQdRSisgIADu7u557qCRnRACderU0VmyT0TYsmULPv/8c1hYWOR7b4sWLQAAJ06ckKTvN2/eICwsTOEPRsbGxmjbtq3W5u3/9NNPKFmyJEaNGpXvfb6+vnBzc8OSJUu0EpeyFNl2U65YsWKwsLBQK9mPi4tDREQEqlSpotD9upy3r8h8fTkzMzN4eXlpJc4rV66gdu3aBSZHRkZGcHZ2liTZf/78OZ4+fQpvb2+l69rY2GD79u14/vw5pkyZonYsBXn69CnevHlT4JqQ3Dg7O8Pe3l7rU3lOnz6NWrVqfbDuR1XyDzmhoaFqt6VJiYmJmDhxIrp27arUrkm54WT/EzJ//nxYWlpi+PDhKtX//PPPcfr0aZ1uF6aOwMBAbNy4ETNmzIC1tXWu9xgYGGDw4MHYsmWLzg8++fnnnxEREYG1a9fmu1jVzc0N48ePxx9//IHHjx9rMULpnT17VumRG10m+zdv3sTt27dznBqam+LFi8Pd3V2yU38vXrwIQLHTL+U6dOiAq1evavz75MKFC9i2bRumT5+e45Cl7IQQ+PLLL7Fnzx69/N1y7949GBkZ5Xmac1ZCCJQvX16tZF++wFd+Iq8idDVv//r164iOji5wvr5c06ZN4e/vr/F5+4oszpWrVq2aJMn++fPnAUDhD9/ZVa5cGRMnTsTChQsRFhamdjz5kSe5qozsCyF0Mm9fqvn6AFC0aFGUKFFC75P9xYsX48WLF5gxY4babXGy/4mIjo7G8uXLMWLECIVHTbNr37490tLSCuWCUCLC2LFjUaNGDQwYMCDfe3v37o3k5GTs27dPS9Hl9ODBA/z111+YOHGiQiOKY8eOhZ2dHSZPnqyF6DQjKioKd+7cUSnZDw8Pl3R6jKK2bt0KGxsb+Pr6KnS/j48Pjh07Jski2aCgINjY2CiVFLZq1QrGxsbYu3ev2v3nhYgwbtw41KxZU6HdvgCgb9++kMlk2LBhg8biUtW9e/dQvnx5hXaHAtKn8jx69Ejl/uSHcmVf0Jyfpk2bIjU1NTPh1JZTp07BxMQEnp6eCt3frFkzxMTEaOTUWrnXr1/jyZMnOkn2y5UrV+DUofyMHj0axYoVw9y5c9WOJz9Xr16FnZ2dQifn5kae7Evxe0wRT58+xcOHDyVL9oH0DzraSvbj4+Px5ZdfwtbWFi4uLlixYkWBX7vo6GjMnDkTQ4cOVep3fF442dcgIsKlS5cwZ84c/P777zo9xGHJkiVIS0vDN998o3IbJUuWhKenZ6HcgnPv3r04c+YM5syZA0NDw3zvLVOmDDw8PLBt2zYtRZfT1KlT4ejoqPC/l5WVFSZNmoR169ZJdoKntsmPYVcl2Qegk90Vtm7dio4dO8LU1FSh+1u0aIGnT5/iwYMHavcdHByMevXqfXCAV0FsbW3RrFkzjf4My3/WfvvttwJ/1uSKFi2Kdu3aYfXq1RqLS1WK7sQjp+7IflhYGIoVK6bUdAVXV1c4Ojri9OnTKverCvl8/YKe3sh5enpqfN6+fFebgg4kk6tWrRpevHih9g5K58+fV2kKT1ampqb4/vvvsW7dOo0OXsjn66s6B9zT0xMxMTGSbDOrCPn3dePGjSVrU1vJflpaGjp06IBt27bh+++/R926dTFkyBAMHDgQ79+/z7Per7/+ipSUFOkG8PJbvcsv1XfjefjwIfn5+REAsrKyIgsLCwJAP/74Y+aBCNqSnJxMxYoVo+HDh6vd1rRp08jGxkahA4/0RUpKClWtWpVatGih8I4fc+fOJTMzM4qPj9dwdDldv36dhBC0ZMkSpeolJiZS8eLFaciQIRqKTLPGjh1LpUuXVnpXFplMRnZ2djR9+nQNRZY7+S4ou3fvVrhOdHS0ZIcLlSpVisaPH690vcWLF5ORkZFGDmaT/6z5+Pgo/e+4a9cuAqDVHUkU4ebmRiNHjlT4/t9//50sLS1V3l2oV69e1LhxY6XrderUiZo0aaJSn6pIS0ujIkWK0MSJE5Wq17RpU+rUqZOGokrfacXCwkLhnVYuXbpEACgwMFDlPlNTU8nc3Jz++OMPlduQi4mJIVNTU5o7d67abeWlSpUqNGrUKJXrx8TEaPWQtKFDh5Krq6ukba5du5YAaPxv/Lx580gIQadOncq89t9//5GJiQn5+PjkmleeO3eOhBAKfQ/wbjw6dPr0adSpUwfXr1/Htm3bEBMTg5iYGMyePRtz5szJc3GopuzYsQORkZEYMWKE2m21bNkScXFxCAoKkiAy7ZDPgVRmNXuXLl2QlJSktUNgspo0aRLKlSuHwYMHK1XPzMwM3333HdauXYsXL15oKDrNCQgIQKNGjZQebdLVIt1t27bB2tpaoT215ezt7eHq6qr2bk/Pnz9HeHg46tevr3Td9u3bIzU1FYcOHVIrhtwsX75c6Z81OT8/Pzg4OGD9+vWSx6UqmUyG+/fvKzWyX6FCBbx9+xavXr1Sqc87d+6o9Ni+adOmCAwM1NquXDdu3MDr168Vnq8vp+l5+1euXEGNGjUUfqok/1qrM0/+wYMHSExMVGkOfHZ2dnbo1KkT1qxZo5FpMu/evcPdu3fVitXOzg7VqlXT2rx9Kefry1WrVg0ANPok/O3bt5gxYwaGDh36wSL23r174/DhwwgKCkKzZs0+eIrz8uVL9O7dG/Xr18d3330nXTD5fRLgl/Ij+//++y8ZGxtT8+bNc92H9o8//iAAdPjw4QLbkkrjxo3zPcpcGampqWRvb0+TJ0+WpD1Ne/jwIVlYWNA333yjdF03Nzf64osvNBBV3oKCgggArV27VqX6b968IRsbGxo3bpzEkWlWYmIimZiY0KJFi1Sq/8MPP1D58uUljip/1atXpz59+ihdb/DgweTu7q5W3/J9xJ8+fapS/Vq1alHv3r3ViiG7169fk4ODA3355Zcqt/H1119T6dKltf70My/ycxyU2dv78uXLBICCgoKU7k8mk5GVlRX99ttvSte9cuUKAfhgBFGTFi1aRCYmJvT27Vul6snPe9DUfvvVq1enYcOGKVWndOnS9PPPP6vc5/bt2wmAZOfQHDhwQGNfo+DgYLWfZBARDRw4UPJzQ3Lz8uVLAkAbNmyQtF35iPh///0nabtZzZ8/n4yMjOjRo0e5ll+9epVKlixJFSpUoG3bttG2bduoYsWKVKJECXr8+LFCfSg6sq/zRLowvBRJ9mUyGc2aNYsA0KBBgyg5OTnP+1q0aEHlypWjpKSkPNuTyrVr1wgAbdmyRbI2u3btSl5eXpK1l5ekpCS6c+cORUZGqlT//fv35O3tTWXKlKG4uDil648ZM4ZKlSql1cN+WrZsSdWqVVPrsI9x48aRjY2NRg+B27FjB9WuXZscHByoc+fOef4yU9SZM2cIgMqHg23YsIEA0OvXr9WKQ1G3bt1S+TCv1atXkxCCYmJiVO5/woQJVLJkSZW/NydPnkx2dnb0/v17lWPIbuTIkWRtbU0vXrxQuY1z585JesiRuk6ePEkA6Pbt2wrXkU9x2Lx5s9L9hYeHq/x9lZqaSnZ2djR16lSl66qic+fO1KhRI6XrJSYmkqmpKc2fP1/ymN69e0eGhoa0fPlypeo1b96cunbtqnK/kydPpqJFi6pcP7ukpCSysrKiadOmSdam3IoVK0gIofSHtOyWLVtGhoaGardTkK1btxIAevbsmeRtlypVSulpaIqSyWTk6upKPXv2zPe+R48ekZeXlzxhJ29vb3rw4IHC/fA0Hi2SyWT4/vvvMWHCBEyaNAkrV66EiYlJrvcKIbB48WI8ffoU//zzj8ZjW7p0KUqUKIHPP/9csjZbtmyJwMBAvHnzRrI2s3r9+jW++uqrzJXrxYoVg4uLC6ZPn47nz58r1AYRYeTIkQgKCsLmzZvz3GozP61atUJ4eDiuX7+udF1VnDp12LH0iAAAQ7hJREFUCkeOHMH06dMVfgSdm1GjRuHdu3dYuXKlhNH93x9//IHOnTujePHi+OabbxAcHIwGDRqo9Tj07NmzsLKyUvnRsrYX6W7duhXW1tZo1aqV0nW9vb1BRAgMDFS5/+DgYNSvX1/lBXYdOnTAmzdvcObMGZVjyOrMmTNYsmQJpkyZghIlSqjcjqenJypVqqQ3U3nu37+fuZ2mouzs7GBra6vSIl35z5Aq03gMDQ3RuHFjrSzSlclkOHXqlNIHSAHp0w29vb0lO28iqxs3biAtLU3hnXjkqlSpotY0nmvXril8CJoiTE1N0bp1a43smhUaGgpnZ+cCzwUpiKenJ9LS0nDp0iWJIsvd6dOnUalSJZQuXVrytqtUqYLbt29L3i6QvlD85s2b6NevX773lStXDufOncOjR4/w8OFDnD17NvNwPknl90ngY3sBKApgP4C3AMIAtFCwXp4j+xEREeTr60tCCFq6dKliH8WIqF+/flSyZMkCjxhXx9u3b8na2pp++eUXSdt9+PAhAaDt27dL2i5R+qfcypUrk729Pc2YMYOOHz9OmzdvpoEDB5KFhQUZGRlRjx49KCAgIM9RzaSkJBo8eDABoFWrVqkcS2JiIpmbm9OcOXNUbkNRMpmMvL29qW7dupI8SejXrx+VLVtW8oXUe/bsIQA0fvz4zDgjIyOpatWqVKVKFZVHefz8/KhVq1Yqx5WWlkaWlpZa+bciInJ3d1d5GoxMJiNHR0eaNGmSSvXT0tLI1tZWrVE/mUxGpUuXVml6W3ZxcXFUsWJFatiwoSTHz0+ePJmsra3p3bt3arelrvHjx1O5cuWUrlerVi366quvlK73999/k4GBgcpPfefOnUvm5uZ5PlmWSkhICAGgkydPqlT/119/JVtbW0m+X7L6559/yMDAQOnfQwsWLCBTU1OV43F2dqbvvvtOpbp5kS8gDQ8Pl7Tdpk2bUrdu3dRuJyUlhSwtLTW6kJiIqGbNmjRo0CCNtP3111+rPaUyL2PGjKGiRYtK+vQ0NzyNJ/ekfQuAlQAsAHQA8BqAgwL1ciT70dHR9Pvvv5O9vT0VL16cjh07ptQ/0O3btzW+ml0+teHevXuSt+3i4qLSH7P8xMfHU40aNah8+fJ0//79HOVv3ryhhQsXkrOzMwGgOnXq0KJFi+jKlSsUGRlJ9+7do3/++YeqVKlCJiYmaiX6cm3atKHmzZur3U5B9u7dK+laDvkf440bN0rSHhFRQkIClS5dmtq2bZtjTvXt27fJ1NSUxowZo3S7qampZG1tTTNmzFArvoYNGxb4yFQK8p/dHTt2qNxGhw4dqEWLFirVvXPnDgGgQ4cOqdw/Ufq0m1KlSqmVcKWlpVGnTp3I2tqa7ty5o1Y8cvL3t2nTJknaU0fXrl1V+nfq1KkTtWzZUul6Y8aMoUqVKildT06+5icgIEDlNhQxb948MjU1VXmw6uzZswSAgoODJY1r+PDhKu3acujQIQKg1PQJubdv35IQglauXKl03fxERkYSAPr3338la1Mmk5G9vb1k04OaNWtGXbp0kaSt3Lx+/ZqEELR69WqNtL9w4UK1PuTlRSaTUfny5enrr7+WtN3ccLKfM2G3AvAegFOWa6cADMrlXtOMBF/+Kg2A+vXrR7179yYPDw8yMTEhQ0NDGjp0KL18+VKlfyRfX1/y9PRUqa4iWrduTQ0bNtRI2yNGjKCKFStK2ubIkSPJwsKCrl+/nu99aWlpdODAAfLz8yNjY+PMuW4ASAhBfn5+dPXqVUliWrRoERkbG2t0e660tDSqUaMGNW3aVNL1AS1atKB69epJ1uaUKVPIxMQkzw+PM2fOJENDQwoLC1OqXfnWd2fOnFErvlGjRlGVKlXUakMR06dPJysrK7VGnmfOnElWVlYq/ZHZuHEjAaCoqCiV+yciCgwMVPsD5s8//6z09qOK8PT0pHbt2knapipUHaEfPXo0OTs7K12vffv25Ofnp3Q9uZSUFLK2tqaZM2eq3IYi2rdvr9YgSHJyMllYWEj+JM7b21ulJ27yp9UHDx5Uuq78A5YqC7IL4u7urtaC9+yePHlCAGjPnj2StDd+/HgqXbq0JG3lRr4d78OHDzXS/uHDhwlAroOL6pAPCO3du1fSdnPDyX7OBL42gOhs1/4E8Hsu907JmkDKX3Xr1qWmTZtS3759adGiRWotRCP6/44aqi5KzM/z58/JwMCA/v77b8nbJvr/D6FUPySBgYEkhKB58+YpVe/t27cUEBBAO3bsoCNHjqi8mDcvYWFhkv5yzI08eTt79qyk7R48eJAAkL+/v9ptPX36lCwsLGjs2LF53pOYmEhOTk7UvXt3pdqeP38+mZqaqr1gXb7wVZXF2MqoWbOm2k8Q5As/VdlT/ocfflBpakl2MpmMqlatqtKOQkTpZ24A0MhjfPlZAFL/PCtDvjOOKu/vzz//JBMTE6V3FapSpQp9++23SveXVevWrdWaEleQlJQUsrGxUftci1atWlHr1q0liir9CaGq00rS0tLIzMyMFixYoHTdlStXSrLgNTejRo1S60lPdvv27SMAam+oIKfurmAF+f777yX5XZeXx48fEwDav3+/pO0uWLCATExMKCEhQdJ2c8PJfs4EvjGAR9muzQCwLJd7cx3Zl3p3k5SUFCpZsqRah1vkZe7cuWRqaqrWjh/5efPmDRkaGtKyZcskaa9Zs2ZUo0YNvTusS/44TplDdZSRkpJCzs7O1LZtW8nblslk5ObmRu3bt1e7rX79+lHRokULPIhp5cqVSn+A/fzzz6lp06ZqRpi+jZkUTwjyI59iou56lYSEBJV2DSFK/1np3LmzWv3LzZo1i8zNzZXaxUgmk2WO6GtitxAioqioKDIyMqI///xTI+0r4sWLFypP15InVcokQe/fvycjIyOlD9PLbtasWWRlZaWx36VSTRWaPXs2WVpaSjanWT4wc/ToUZXqu7u7qzTt4rvvvlPpKY4i5Ft6PnnyRJL2Zs6cSba2tpI97ZXvHrV161ZJ2suudu3a1L9/f420TZT+Ic/CwkKSw9Cyat26Nfn6+kraZl54N56cEpCeuGdlk3H9A0SUTERx8heAeE0EZGRkhF69emHz5s1ITU2VrF0iwtq1a9GxY0eljlxXhq2tLRo0aIBjx46p3dapU6dw6tQp/PrrrzAyMpIgOukIIdCqVSscPnxYI+2vWrUKd+/exfTp0yVvWwiB0aNHY+/evWrtNBEcHIx///0X06ZNg62tbb739u/fH87Ozpg6dapCbaempsLf3/+DA0dUVa1aNZiammr0cK2tW7fC0tISrVu3VqsdS0tL1KhRA+fPn1eqnkwmw+XLl1GvXj21+pf74osvQET466+/FLo/KSkJffr0wYwZM/Dbb7/hl19+kSSO7BwdHeHn54d///1XI+0r4t69ewAAZ2dnpetWrFgRAJTakefRo0dITU1FlSpVlO4vq6ZNmyIhIUFjO1MdPHgQNjY2Kh3ollXz5s3x9u1bXLx4UZK45O9X2Z145FTdmUXqnXiykh8k5e/vL0l7V69eRY0aNVTexSu7kiVLoly5cho5XOvNmzcICQlR+tA2ZRgYGKBy5cqZP+tSSEpKwqlTp9T+GyG1TynZvwvASgiRdf+m6gBu6CgeAECfPn0QGRkpSdIsd/XqVVy/fh39+/eXrM3c+Pr64vjx40hLS1OrnWnTpqFOnTro0KGDRJFJq1WrVrh7965KW+nl5+3bt5g8eTL69Omj8h+ogvTp0wfFixfH/PnzVapPRPj+++/h7u6OL7/8ssD7jYyMMHHiROzZs0ehLdkCAwMRExMDPz8/leLLytjYGO7u7hpN9rds2YL27durvW0dAHh5eSmd7N+/fx9xcXGoW7eu2v0DQLFixTBo0CAsWrQI7969y/feV69ewdfXFzt37sTWrVsxbtw4SWLIS79+/RAUFKTREy7zc/fuXQBApUqVlK4r36rzwYMHCtdRZ9vNrOrWrQtzc3PJEsTs9u7di9atW8PY2FitdmrXrg0bGxscP35ckrhCQkLg5OQER0dHleqruv1maGioxpJ9R0dHuLm5SbadamhoqCSn/Gbl6emp1jbCeTlz5gyISJKBoPxUqlRJ0mQ/KCgISUlJaN68uWRtSuGTSfaJKAHAbgBThRDmQoh2AGpkXNOZ2rVro2rVqvjvv/8ka3Pt2rUoVqyYSnuAK8PX1xcxMTFqJVc3b97EiRMnMHbsWMlGG6TWvHlzGBoaSj66v2DBAkRHR2tkVF/O1NQUo0aNwtq1axEVFaV0/a1btyIgIADz5s1T+KlLr1694OLiotDo/oEDB+Do6Kj2KKFcnTp1NDaieefOHVy9ehXdunWTpD0vLy+EhYUhOjpa4TryUVCpkn0AGDt2LGJjYzFz5sw87wkJCYGHhwfCwsJw8uRJdO3aVbL+89KuXTvY2NjobM/9e/fuoUyZMjA3N1e6rrm5OUqUKKHUAEFYWBjMzc3V3k/cxMQE3t7eGkn2X7x4gYsXL6J9+/Zqt2VkZAQfHx8cOHBAgsjSR/bVGTSpWrUqwsPDER+v+IP8ly9fIioqSmPJPpD+e0KKZDoxMRFhYWGoWbOmBFH9n6enJy5evIiUlBRJ2/X394eTk5Nm9pzPQuqR/bNnz8LGxkaj3xOq+GSS/QzDAZRC+pab8wD0ICLF/9JqgBACffr0wc6dOwscWVNESkoKNmzYgD59+mh8SoyHhwesra1x9OhRldtYunQpihUrhs6dO0sYmbRsbW3h5eWFI0eOSNbmq1ev8Ntvv2H48OFKHdijimHDhsHAwAALFixQql5iYiLGjRuH9u3bw8fHR+F68tH9vXv3FviI/sCBA2jdurVah4hlVadOHdy4cQNJSUmStJeVfAqPFE8hgPQ/kgCU+kN+6dIllC9fHkWKFJEkBgCoUKECJkyYgDlz5uR4HE9EWLFiBby8vGBnZ4egoKDMuDXN3Nwc3bp1w/r16+VrqbTq7t27qFy5ssr1K1SooFSyf+fOHbi4uMDAQP0/y02bNsWZM2fUfuqa3b59+2BgYCDZz0C7du1w4cIFvHr1Sq12iAiXL1/OPFxPFfLpU8o8Sbp27RoASD5anpWHhweuX7+OhIQcM46VcuPGDchkMo0k+0lJSQgNDZW03VOnTqFZs2YaHwSsXLkyHj9+jPfv30vS3pkzZ+Dt7S3Z3zSpfFLJPhFFEVEbIrIgIhcikm7ujBp69uyJt2/fYv/+/Wq3dfToUURGRhZ4apsUjI2N0axZM5WT/YSEBKxbtw6DBw/O88RhfdGyZUscP35cstGLiRMnQgiBn3/+WZL28lOkSBF8++23mDdvHp48eaJwvblz5yI8PBy///670n326tULVapUyXd0//79+wgJCUG7du2Ubj8vderUQVpaWuYfYSnJp/CoMtKbm0qVKsHR0VGpqTyXLl2SbL5+VhMmTECDBg3Qtm1bbN26FW/evMHJkyfh4+ODIUOGoF+/fggICND4B9Ps+vXrh4cPH0o21UMZd+/eVWm+vpyqyb4UmjdvjtjYWAQHB0vSntzGjRvRrFkzyT5s+vn5gYhw8OBBtdp5/vw5oqKiJEn2lZnKExoaCnNz88w1Gprg4eEBmUym9tqGq1evQggBNzc3iSJLV6tWLRgbG0s6bz82NhZXrlzR+BQeID3Zl8lkePz4sdptpaWl4dy5c2jcuLEEkUnrk0r29VXlypVRr149bNq0Se22/v33X7i5uWlsDnh2vr6+CAgIwNu3b5Wuu2HDBiQkJGDo0KEaiExarVq1QlxcnCSPUy9evIjly5dj2rRpKs8vVdaECRNga2uL8ePHK3T/o0ePMGvWLIwePVqlBMTQ0BCTJk3Cvn378kw41q9fD2tra0mmBMi5u7vD0NBQ8nn7YWFhCA0NRffu3SVrUwih1Lx9mUyGS5cuSTqFR87U1BR79uyBl5cXunfvDnt7ezRv3hwvXrzAwYMH8ffff8PMzEzyfgvSpEkT1K1bV6NT3XJDRLh3716hTfY9PT3h4OAgyQCS3NOnT3Hq1ClJB5JKlCiBevXqqR2n/OddnWTfxsYGJUqUUGqR7rVr1+Dm5qbRUVxXV1dYWVmp/bfn6tWrcHZ2hqWlpUSRpTMzM0Pt2rUlTfZPnToFmUyGzz77TLI28yJfkyPFVJ5r164hLi4OjRo1UrstqXGyryd69uyJ/fv3Iy4uTuU24uLisGvXLvTr109r8999fX2RkpKi9AIiIsKSJUvQrl07lCtXTkPRSadu3bpwcHBQe95+Wloahg8fjho1amD48OESRVcwa2trzJo1Cxs3bsTevXvzvVcmk2HYsGEoUqSIWrut9OjRA1WrVs11dF8mk2HdunXo2rWrJItd5czMzODq6ip5sr9161ZYWVlJvsOCfD6uItMt7t27h/j4eI2M7AOAg4MD9u3bhytXrmDTpk0IDAzEjRs3dLqrhBACv/zyC/z9/XHy5Emt9fvy5UskJCSoNY2nYsWKeP78OZKTkwu8NyEhAc+fP5cs2Tc0NISfnx/27dsnSXtA+lowMzMzyadctmvXDocOHVLrqenly5dRtGhRODk5qRWLsot0NbkTj5yhoSHq168vSbIv9RQeOakX6R45cgSVKlVSaXG8spycnGBiYoL79++r3dbZs2dhYmKCBg0aSBCZtDjZ1xPdu3dHcnIy9uzZo3IbO3bsQHJyMnr37i1hZPmrUqUKnJyclJ7Kc/78eYSGhuLrr7/WUGTSMjQ0hK+vr9rz9leuXIng4GAsWbJE69uMDhw4EO3atcOXX36J58+f53nfggULcPjwYaxcuRJWVlYq9ycf3d+/fz+CgoI+KNu5cycePHigkac6mlikK/UUHjkvLy/Ex8fj5s2bBd4rHznTxMh+VrVq1UKPHj3QoEEDvVg036FDB3h5eWHEiBF5zqslIuzZswddu3ZFr1691P45VWfbTbkKFSqAiBSaHiDf+UfdbTezatu2LUJCQvL9WVdUcnIylixZgv79+8PGJvsO1upp3749YmNj1fowd+nSJdSpU0ft79eqVasqnOynpaXhxo0bGp2vL+fh4YELFy6ovHaFiDSa7Ht7e+Pu3bt48eKFJO0dPnxY4xuMyBkaGqJixYqSjOwHBQWhVq1aOnkKWqD8NuHnV+YhWzbQwKFa2TVs2FCtw5WaN29On332mYQRKWbQoEFUvXp1per07duXKlasqPQJk7q0atUqEkLQq1evVKofGRlJDg4ONHDgQIkjU9zLly/JycmJ3NzcKCoqKkf59u3bycDAgH744QdJ+ktNTSU3NzeqU+d/7d15XFT1+gfwz4NsKoL7lnuoCeKaGS65ZpptbqVoalYu1a9uXbvXupZ5Te3eV2lZaWVpVwkrU3OpzD13UVFUVFwKFSuzEoFAEHl+f8wZG2FmmIFZYPq8X6/zEs7zPef7HZwz88yZ79JOs7OzVVU1JydHIyMjtWfPni6po6C33npLg4KCXLZYz5EjRxSArlixwiXns5SZmal+fn4OLa41btw4jYyMdHkbyoJDhw6pv7+/jh07ttCCQNu3b9fOnTsrAO3QoYO2adNGAejMmTOLXZ/5Wjc/Z4vjhx9+UAC6du3aIst++umnCsCpxc2K8ttvv7ls4cP58+crAD127JgLWnaj/Px8DQ8P1zFjxhT7HHXr1tUXXnihxG2ZNWuWli9f3qH3pePHjysA3bBhQ4nrLYp5pdriLq6VkpKiAHT16tUubpnJhQsXFIDGxsaW+FynTp1SAPrll1+6oGWO6d+/v0sWtoyMjCzWwmwlwRV0y2Cy//bbb6u/v3+xXvDPnTunIqIfffSRG1pm35IlS5x6Ifrll180MDBQ//vf/7q5Za6VmpqqAPTTTz8t1vHDhw/XKlWq6IULF1zcMuccO3ZMa9SooQ0bNtTVq1drbm6uXrp0SadMmaJ+fn760EMPaV5ensvqO3DggAYFBel9992nycnJOnr0aPX399eDBw+6rA5LW7duVQCamJjokvP985//1CpVquiVK1dccr6C2rRpo4888kiR5Vq2bKmPP/64W9pQFixYsEAB6IgRIzQ+Pl6//vpr7d+/vwLQNm3a6Nq1azU/P1/z8/N18uTJCkC/+uqrYtX1wgsvaP369UvU3qtXr2q5cuV03rx5RZZ95ZVXtHr16iWqzxpX3ABKT0/X2rVr69ChQ13UqsImT56slStXLtY1Zl7p2BWruH711VcKQM+cOVNk2aVLlyoAj7yel3Sl2lWrVrl0JV5rWrVq5ZIbWXPnzlV/f3+351uWnnnmGb3llltKdA7zjZv58+e7qFWOYbJfBpP9n376qdhPlv/85z8aHBysaWlpbmiZfWlpaRoQEKBvvfWWQ+VnzpypQUFBVu8sl3YtW7Ys1gva119/rQD0448/dkOrnJeSkqLdunVTABoQEKAiogEBAfrSSy+5NNE3W7NmjYaEhFyvb9GiRS6vwyw9PV0B6MKFC0t8rmvXrmm9evXcerdmwoQJRb7RXLp0SUXEJY+pLFu0aJFWqVLF/OamERER+sknnxS6E3vt2jW96667tGHDhsW6Oz9kyBCXfPPUuHFj/cc//lFkuWHDhmnXrl1LXF9B5m8oSpLkjRs3TsuXL+9QAlxchw8fVgC6atUqp481J7I//PBDidthvqu8bt26IstOnjxZa9euXeI6HVW/fv1if+M6bdo0rVKlSqFvxVzp2Wef1fr165e4jgceeMAt14I9b7/9tgYGBpbovW/nzp0KQBMSElzYsqI5muyzz34pUrt2bfTo0aNYs/LExsbivvvuQ1hYmBtaZl9YWBjuvPNOfPHFF0WWzcvLw7x58zBs2DCPzUTjSvfddx9Wrlzp1Jy8mZmZGD9+PHr37u32VY0d1bBhQ2zevBnx8fGYPXs2FixYgJSUFPz73/92y8wS/fv3R0pKClavXo3Tp0+7dWrYSpUqoVmzZi4ZpLtlyxakpqa6tb3R0dE4fvy43cW19uzZA1VF586d3daOsuDhhx/G+fPnER8fj2PHjuHIkSOIiYkpNDe9n58f5syZg/Pnz2PevHlO13P8+HGXDJZt3LixQ6voHj9+3KX99c0GDRqEoKAgxMXFFev4hQsX4v3338ebb76JBg0auLh1f2rZsiUiIyOxZMkSp4/dsWMH6tSp45KJHho1aoTAwECHZuRJTEz0SH99s44dOxZ7EKy5v747x+D07t0b586duz7+pDhyc3OxceNG9OnTx4UtK9rNN9+M3NxcpKamFvsc+/fvR2BgoMunNnUVJvulzNChQ7F582b8/PPPDh+zf/9+HD582KuJ5ODBg7F9+/Yi271mzRqcPXsWTz31lIda5loPPfQQLl26hA0bHF+iYfLkybh48SLef//9UjHg0UxE0KFDBzz55JMYPXo06tat69b6qlWrhnvuuQf169d3az2AaRCrK+YYX7x4McLDw926kFSnTp0AADt37rRZZvv27ahevXqJZofxFeXLl0eHDh1wyy232L2emjVrhmHDhuHNN99EXl6ew+fPy8tDcnKyS960mzRpUuT0m/n5+UhOTsYtt9xS4voKCg0Nxf3334+FCxciPz/fqWOXLFmCxx57DGPHjsXjjz/u8rYV9PDDD2P58uVOrSgNmJL9zp07u+S1tVy5cggPD3dokO6hQ4fcNuDVmo4dO2L//v1OPZfNDh486Pa23nHHHfD39y/RmhibNm1CRkYG7r//fhe2rGjm19WSDNJNSEhAVFRUqV0ziMl+KTNw4ED4+fk5dJfc7IMPPkC9evU8Nnrdmvvvvx/lypXDZ599ZrfcO++8g9tvv93tM4q4S1RUFG655RaHv33Zs2cP5syZg2nTprl14RW6UXR0NBISEkq0km5WVha++OILt09l26RJEzRq1MjuDDIbNmxAz549S9WHxbLg73//O86ePYvly5c7fMzp06eRm5vrkmTfkTv758+fR1ZWlluSfQD4v//7PyQnJzs8DaeqYtq0aYiJicHDDz+MuXPneuR5N3r0aFy7dg2xsbEOH5OTk4O9e/e69BsvR2bkSUtLw5kzZzya7N92223IyspCUlKSU8ddunQJp06dctuUvWYhISHo2LFjiZL9FStWoEmTJmjZsqULW1a0hg0boly5ciWaftM8I1RpxWS/lKlatSr69OnjcDKZkZGBuLg4PPbYYx6fytFS1apVMWDAALz//vvmcQ6F7N27Fxs3bsQzzzzj4da5johg6NCh+PLLL4tcvjw3NxePPfYY2rVrV6Yfc1nUqVMn5ObmYv/+/cU+h/n/eMSIES5sWWEigr59+2Lt2rVW45cuXUJ8fDzuvPNOt7bDF7Vu3RqdO3fGwoULHT7GPA1qREREietv2rQpLl26hF9//dVmGXNi6Y5uPADQuXNndO7cGa+99prN12az7OxsxMTE4OWXX8a0adOwcOFCty4YZalWrVp44IEH8MEHHxTZTrMDBw4gJyfHpcm+I3Ptm1fo9mQ3nvbt26NcuXJOd+Uxr7zboUMHdzTrBr1798bGjRuL9e3DtWvXsHLlSgwYMMDjNzUCAwPRsGHDYndBunLlCpKSkkr1TUwm+6XQ0KFDsWPHDpw7d67IskuWLEFWVhbGjBnjgZbZN378eBw7dszmAlvTpk1Ds2bNMGTIEA+3zLUeeeQRZGVlYdGiRXbLvfrqqzh27Bg++ugjr34Q+ytq3bo1KlasiB07dhT7HB9++CG6du3qkW9k+vbti5MnT1q9s7R582bk5+cz2S+m0aNHY926dQ7PN5+UlIRq1aqhZs2aJa7bfLfeXvJ4/PhxBAYGolGjRiWuz5aXX34Zu3btsnsT6aeffkL37t2xcuVKLF26FJMnT/Z40jV27FgkJSXZ7dJmafPmzahYsaJLV4xv3rw5zp07Z3dV+MTERAQEBLjt2xhrKlasiJYtWzqd7O/duxehoaElWjPCUf3790daWlqxXnf37NmDCxcuYMCAAW5oWdHCw8OLfWf/0KFDuHbtGu/sk3Puv/9+BAUFFTlYSVXx9ttvo3///h7pB12UHj16oEWLFpgxY0ah2NatW7F69Wq89NJLHrtT5C4NGjTAgAEDMGfOHJv9YHft2oXp06fj5Zdf9uhXvWTi7++Pjh07Opw0FHTixAls3rwZ48aNc3HLrOvZsycCAgKsdrVYtWoVWrRoUSZWmi6NhgwZgqCgICxevNih8kePHkVERIRLEt2mTZtCROwO+Dx+/DiaNm3q1hsCffr0weDBg/HMM89YXeRr06ZNaNeuHVJTU7F161YMHjzYbW2xp1evXmjatClmz57tUPlvv/32+rXjKuZvWE6cOGGzzKFDhxAREeHSeh3RsWPHQgsUFiU+Ph4dOnQoNIjdHdq3b486deoUuUq7NcuWLUOtWrXcOj7KnvDw8GLf2U9ISIC/v7/bV1MuCSb7pVBoaCgefPBBvPvuu3a/Dvv6669x5MgRPP/88x5snW0igunTp2PdunU3dEnIzs7GhAkTEB0d7dHVfd3p2WefRXJystVZLi5duoQRI0bgtttuw4svvuiF1hFg6sqzc+dOh7sEWPrwww9RtWpVDBo0yA0tK6xSpUq4++67C/VXzsnJwYoVK8r8t2HeFBYWhgEDBmDRokUOPReSkpJc0oUHAIKDg9G4cWO7yX5ycrLbuvBYmjt3LkJCQtCzZ0/s2rULqoqUlBQ88cQT6N27NyIiIrBv3z639+22x8/PDxMnTsTy5cuLTLwyMjKwY8cOl49Vi4yMhIjYXYU7ISHBpd8mOKpjx45ISkpCRkaGw8fs3bvXI114ANP/37333ouVK1c69bqbl5eHuLg4PPTQQ167GWi+s+/sQHbA1F8/MjKydK6ca2ZvXk5unp1n39KBAwfsLuCUn5+vnTt31k6dOrl17lxn5efna+/evbVmzZp64sQJzc7O1kGDBmn58uX10KFD3m6eSw0ePFjr1Klzw4q6V65c0V69emnVqlX19OnTXmwdffPNNwpAjx8/7tRxV65c0erVq+uzzz7rppZZt2zZMgWgSUlJ1/eZF+6x3EfOMz8XipoDOzs7W/39/XXu3Lkuq/vuu+/We+65x2a8Tp06+q9//ctl9dnz/fffX19hODg4WAFoWFiYzpo1yy3raxRHdna21qpVS8eOHWu3nHlV2ZMnT7q8DRERETp+/HirsaysLJc/RxxlXo9g06ZNDpU/f/68AtBly5a5uWV/WrNmjdOrLZuvz3379rmxZfatXr1aAei5c+ecPrZdu3YlWgG6JLioVhlP9lVVe/furREREXr16tVCsS+//FIB6Ndff+3RNjniwoUL2qxZMw0ICNDKlStrUFCQR5e+9pSzZ89q9erVtVOnTnru3Dk9deqUduvWTYODg3XLli3ebt5fXnp6uvr7++s777zj1HGffvqpAtCjR4+6qWXWXblyRWvWrHn9TcP8gd7TC8z4oqtXr2rNmjX1ueees1suPj5eAWh8fLzL6n7uuec0PDzcauyXX35RAPr555+7rL6i5OXl6TfffKOzZs3SpUuXakZGhsfqdtSMGTM0MDBQU1JSbJYZOnSoRkVFuaX+UaNGafv27a3GduzY4bXENC8vT0NCQnTmzJkOlV++fLnbV84tKCsrSytUqOBwG1VNi8pFRER49cblsWPHFIBu3rzZqeNycnI0ICDA6fcZV2Gy7wPJ/v79+1VEdM6cOTfsT09P1yZNmuhdd91Vqu7qW7p8+bK++eabOmXKFKfvrJYlu3bt0ho1alxf0bNu3bq6detWbzeLDN26ddN7773XqWM6d+6s3bp1c0+DivDWW2+pn5+f7t69WxcvXlxqP9CXRU8//bTWqVPH7h3suXPnqr+/f7FW3bXlgw8+UD8/P71y5Uqh2Pr16xWAJicnu6w+X5CRkaG1atXSESNG2IxXqFBBp0+f7pb633nnHQ0ICLD6fzZ79mwNDg7W3Nxct9RdlB49euiAAQMcKvu3v/1NGzZs6N4GWTFkyBBt1aqVQ2V/++03DQ4O1tdee83NrbLvypUr6ufnp/Pnz3fquP379ysA3bVrl5taZh+TfR9I9lVVJ0yYoMHBwbpnzx5VVc3NzdWBAwdqSEiIW76+JOelpaVpXFycfv7555qZment5pCFGTNmaEhIiObk5DhUfvfu3QrAa99EXblyRTt16qQBAQEqIjp8+HCvtMMXme/ar1+/3maZRx99VNu0aePSenfu3KkAdP/+/YVir7/+ulaoUKHUdKEpTd577z0FoHv37i0Ue/fdd9XPz8/unf+S2LNnjwK4/r5r6aGHHtJOnTq5pV5HTJo0SevWretQ2bZt2+rIkSPd3KLCVq1apQA0MTGxyLL/+c9/NDAwUC9cuOCBltnXqFEj/cc//uHUMfPnz1c/Pz/9448/3NQq+xxN9jlAt5SbNWsW2rZtix49euDJJ59Ely5dsGrVKsTGxnI1zVIiLCwMw4YNw5AhQ1CxYkVvN4cs3HXXXcjMzHR4Vp433ngD4eHhuPfee93cMuuCgoLwzTffYMaMGZg7d65T88OTfbfeeiuaNWtmd9Gm+Ph4l8+V3bp1a/j5+Vld8yExMRFRUVFlfoYyd3j00UfRqlUrPPLIIzcsjpebm4tZs2Zh8ODBbpuhqnXr1ggKCio0haSqYvPmzbjjjjvcUq8jbrvtNvz4449ITU21Wy4tLQ0HDx5Et27dPNSyP/Xt2xfVqlUrcgasvLw8vPPOO4iJiXHJVLclFR4e7vQquvv370dERAQqVKjgpla5BpP9Ui44OBgbNmzAuHHjsH79elSsWBGbNm3y+HLSRGVRmzZtUKtWLYemgktJScGyZcvw7LPPemSaOltCQ0MxceJEjB8/3uNT+/kyEcHw4cOxbNkyZGVlFYr//vvvOHLkCLp27erSeitUqIAWLVpYTfYTEhI4Na8N/v7+iI2NxcmTJzFu3Ljrs6RMnz4dKSkpmDx5stvqDgoKQpcuXbBhw4Yb9h85cgS//PILevfu7ba6ixIdHQ0A2LZtm91yO3bsgKp6JdkPCAjAsGHDsGjRIrurmC9duhTnzp3D008/7cHW2da0aVOnp99MSEgo1fPrmzHZLwMqVKiAWbNm4cSJE9i0aZPL34yIfJWfnx+GDBmCzz77DNeuXbNbdubMmahatSpGjRrlodaRpw0fPhyZmZlYtWpVodh3330HVUWPHj1cXm/79u0LJftpaWk4evTo9eSNCouKisKCBQuwePFi3HHHHRgxYgT+/e9/Y8qUKW6f07xPnz7YsmULcnJyru9bv349goODXbpir7Nq166NyMhIbNy40W659evXo379+h5ZFNCap556ChcvXsQnn3xiNZ6Xl4cpU6agf//+aNu2rYdbZ535zr6qY9OGXr16FYmJiaV65VwzJvtE5NNiYmJw/vx5u3fCTp06hQULFmDSpEnsiuXDbr75ZkRHR1vtyrNp0yY0adIEDRo0cHm97du3x6FDh5Cbm3t9n3mue28mjmVBTEwM1q9ff33u+9mzZ7v1rr5Z3759kZWVdcPd/S+++AK9e/f2+nzqvXv3xoYNG2wmpaqKNWvW4O677/b4KshmzZs3x3333YfXX3/d6npB8+fPx8mTJ/Hqq696oXXWhYeHIzs7Gz/99JND5Y8dO4acnBze2Sci8rbbb78djRs3xscff2yzzJQpU1CzZk088cQTnmsYecWIESOwdu1aXLx48fo+VcXKlSvRr18/t9TZuXNn5ObmYvfu3df37dixAzVq1ODYKwf06tUL27ZtQ1JSEv72t795JIGNiopCq1atro+bOXXqFHbt2oWhQ4e6ve6i9OrVC2fOnMH3339vNX7ixAmcPn0a/fv393DLbjR58mQkJydj3rx5N+xPTU3FpEmTMGbMGK8sTmZL06ZNAcDhrjz79++HiJSqx2ALk30i8mkigieeeAJxcXFWB7Vt3rwZcXFxmDp1KsqXL++FFpInPfjggxCRGwY/7969G+fOncPgwYPdUmfbtm1RrVo1rFu37vq+devWoXv37l6780r2iQgeffRRrFy5EsePH8eMGTNQq1YtDBw40NtNQ7du3eDv73/DSvWWvvzySwQHB6Nnz54ebtmNbr31Vjz++ON48cUXkZiYCAC4fPkyBgwYgEqVKuGNN97wavsKaty4MUTE4UG6CQkJaN68OUJCQtzcMhewN1WPOzYAlQB8COB3AGkAFlnEygOIBZAB4CyAYQWOHQ0gFUA6gIUAAi1iNwPYASALQAKA1hYxPwBvGvVdAPCsk2322tSbRFRyly9f1sqVKxdaFTMtLU3Dw8O1a9eueu3aNS+1jjxt7NixWq1aNU1LS1NV0wJNTZo0cesUmEOHDtV27dqp6p8rmy5evNht9VHJZWdna3h4uFauXFkBeGXVXFv69etndT2Q/Px8jYyM1KFDh3q+UVZkZGRou3btNDQ0VMeOHauNGzfWsLCwIlez9paGDRvqP//5T4fKRkdHa0xMjJtbZF9pnnpzAYDLABoBqAFgtkVsKoDqAG4C8CCAuSLSHABEJMooOwBAfWN7yeLYJQA2AKgKYD6AFSLib8TGA+gOoBmALgAmikgv1z80IiqNQkNDMXXqVLz33nv49ttvAQDZ2dkYOnQoLl68iI8++sirM/CQZ7300kvIzc3FmDFjsHTpUnz22Wd4/vnn3ToF5uDBg5GQkIBDhw5h0aJFCAoK8no3C7IvODgYa9euxcCBAzFnzhyMHz/e20267sEHH8TWrVsL9S8/ePAgkpKS8PDDD3upZTcKCQnBxo0bMXLkSOzYsQPt27fHvn37Ss2g3IIcnX4zLy8PBw4cQIcOHTzQKhew90nA1RuACADfAyhnI/4TgC4Wv38MYKrx80wAH1rEugM4Y/zcHEAmgCCLeAqAHsbPuwCMsIi9AuB/TrSbd/aJyrhr165pv379NCgoSEePHq0tWrTQ8uXL67p167zdNPKC5cuXa1BQkALQvn37un1hq9zcXK1Xr55GR0dr1apV9bHHHnNrfeTbfv/9dw0KCiq0ivCoUaP0pptu0qtXr3qpZWXbuHHjNCoqqshyiYmJCkC3bdvmgVbZVlrv7HcAcBLA/0TkNxHZLSKdAEBEqgCoDeCQRfnDACKNnyOsxBqISIgRO6GqOU4cGwkbRCRIRELNG0xdj4ioDPPz88Py5cvx97//HQcOHEDz5s2xc+dO3Hnnnd5uGnnBgAEDcOzYMWzatAmrV692+8JWAQEB+Oijj3D48GFUr14dM2bMcGt95NuqVKmCUaNGYc6cOcjOzgZgGlgaGxuLiRMnwt/fv4gzkDWRkZFITk62OoOQpX379pWZwbmA5wfo3gSgD4DNMCX2bwJYJSKVAZhHOGRYlE+32B9i/G4ZM+8vGHPkWHsjKl6AqauRebO/VB0RlQnBwcGYPn06Dh48iBUrVpSZF2pyj8aNG6NHjx4eS4z69OmDX3/9FUePHkWNGjU8Uif5rueffx5paWmYOHEiMjMzMXLkSDRs2BBjx471dtPKrJYtWyI3N7fIrjz79u1DixYtysbgXLg42ReR7SKiNrZXAWQDSFHVj1T1qqp+ClPXnY4wdcMBbryLHmqxP9P43TJm3l8w5sixmbBtJoAwi62e3QdORETkgKCgILd/i0B/DeHh4Zg9ezbmzp2LatWq4fDhw4iLi0OFChW83bQyq2XLlgBMqyXbs2/fPtx6662eaJJLuDTZV9Uuqio2tskAjsDUt+iGw4xjLwH4GYDlsngtASQZPx+1EjurqplGrKmIBDlxbBJsUNUcVU03b7jx2wYiIiIir5swYQI2bdqEqVOn4sCBA+jYsaO3m1Sm1ahRAzVr1rSb7Ofm5iIxMfGvm+w7YAsAEZFRIlJORAYDqANgjxGPBTBZRCqJyG0A7gcQZ8TiAAwSkfYiEgbgXwAWAYCqJgM4BmCS0d9+LEwfIrZZnHeiiNQQkXAAj5uPJSIiIiqrevTogUmTJl1fFIpKpmXLlnaT/SNHjiA3N5fJvi2qehWmBP4pmPrCvwDgAVVNM4q8DNP8+z8BWAbgKSORh6oeBvAcgFUw9aH/EYDlOssxMI0HSAMwAcBAVTWPsJgH4DuYBgfvBDBLVTe65UESERERUZlUVLK/Z88e+Pv7o3Xr1h5sVcmIasFeNVSQMSPP5cuXLyM0tODQACIiIiLyBR9++CHGjRuHP/74A8HBwYXiMTEx+P7777F7924vtO5G6enpCAsLA4Awo9u5VVxFhoiIiIgIQOvWrZGfn4/ExMRCMVXFtm3b0LVrVy+0rPiY7BMRERERwZTsBwcHY9euXYViZ86cQWpqKrp06eKFlhUfk30iIiIiIgCBgYFo37691WR/+/btAMBkn4iIiIiorIqOjrbaJ3/dunWIiopCtWrVvNCq4mOyT0RERERkiI6OxtmzZ3HmzJnr+/Lz8/HNN9+gf//+XmxZ8TDZJyIiIiIy9OrVC/7+/lizZs31ffHx8fj111+Z7BMRERERlWVhYWHo3r07Vq5ceX1fbGws6tati+joaC+2rHiY7BMRERERWRg0aBA2bdqElJQUXL58GXFxcRgxYgTKlSvn7aY5jYtqOYCLahERERH9dfzxxx+oX78++vbtiypVqmDBggU4ffo06tat6+2mXefoolr+nmsSEREREVHpV7FiRbz11lsYOXIkAGD27NmlKtF3Bu/sO4B39omIiIj+eg4cOIC8vDx06NDB200phHf2iYiIiIhKoG3btt5uQolxgC4RERERkY9isk9ERERE5KOY7BMRERER+Sgm+0REREREPorJPhERERGRj2KyT0RERETko5jsExERERH5KCb7REREREQ+isk+EREREZGPYrJPREREROSjmOwTEREREfkoJvtERERERD7K5cm+iLwnIqdEREWke4HYP0TkqIhkiMgJEXmkQLyfcewfIrJSRKpYxGqIyFdGLFlEehU4dpKIXBSR30XkvyIiFrEOInJIRLJE5DsRaejqx01EREREVNq4487+QQCPAfjeSkwBxACoDGAwgNdEpDMAiEhNAEsAPA2gBoA0AHMsjn0XwM9G7HkAn4tIVePYuwE8CeB2ABEA+gEYY8SCACw3zlUVwHYAsa55qEREREREpZeoqntOLHIcwHhV3WKnTByA/ar6hoiMAzBEVXsbscYAjgGoAqAcgN8BNFHVVCO+BcD/VHWhiCwBkKSqrxqx0QAeUdVuInIXgHdVNdyIVQDwK4BIVf3BRruCAARZ7KoEIPXy5csIDQ0t3h+EiIiIiMhF0tPTERYWBgBhqppuq5zX+uyLSABMd+KTjF0RAA6Z40YifhXAzQCaAsg0J/qGwwAirR1rL6aqWQBOW8SteQHAZYst1U5ZIiIiIqJSyZsDdN8AkALgW+P3EAAFP5WkG/vtxawday9WMG7NTABhFls9O2WJiIiIiEolp5J9EdluDLy1tr3qxHleANATwGD9sx9RJoCCfWRCjf32YtaOtRcrGC9EVXNUNd28Acgo8kEREREREZUyTiX7qtpFVcXGNtmRc4jIkzAN4O2jqr9bhI4CiLIo1whAAExdbk4CCBGRmyzKt8SfXYBuONZeTETKw9Q1KAlERERERD7MHVNvBopIMAABECgiweZpMEVkJIAXYUr0fyxw6AoAHUSkrzGIdgqApaqaraqZAFYCmCoi5UXkHgCtjH2AaXadcSLSRERqAXgOwCIjtgVAeREZYwy8/RdMg4KtDs4lIiIiIvIV7uizvw5ANoBmMPXHzwZgntd+KkxTZyaKSKaxvQgAqvoLTNNyvgvTbDnVYJqG0+wJAHUB/AZgFoCHzN8MqOpXAOYBiAdw3Kh3gRHLATAAwN9gms7zDgAjXP+wiYiIiIhKF7dNvelLRCQUwGVOvUlEREREpUGpn3qTiIiIiIjci8k+EREREZGPYrJPREREROSjmOwTEREREfkoJvtERERERD6KyT4RERERkY9isk9ERERE5KOY7BMRERER+Sgm+0REREREPorJPhERERGRj2KyT0RERETko5jsExERERH5KCb7REREREQ+isk+EREREZGPYrJPREREROSjmOwTEREREfkoJvtERERERD6KyT4RERERkY9isk9ERERE5KOY7BMRERER+Sgm+0REREREPorJPhERERGRj2KyT0RERETko1ye7IvIeyJySkRURLoXiFUVkaUi8ruIXBCRt0WknEV8tIikiki6iCwUkUCL2M0iskNEskQkQURaW8T8RORNEUkzzvtsgXr7GW36Q0RWikgVVz9uIiIiIqLSxh139g8CeAzA91ZiUwFUAFAfQEsAdxhlISJRAGYDGGDE6wN4yeLYJQA2AKgKYD6AFSLib8TGA+gOoBmALgAmikgv47w1jWOfBlADQBqAOS54nEREREREpZrLk31VfU9VtwC4aiXcCMCXqvqHql4E8C2ACCMWA2CZqu5V1csAXgUwEgBEpLlRboaqXlHVeUbbuxrHPgzgdVX9RVVPwvRhYKQRGwBgn6p+rapZAF4BMEREytt6DCISJCKh5g1ApWL9MYiIiIiIvMjTffbfB3CviFQSkToA+gFYb8QiAByyKHsYQAMRCTFiJ1Q1p0A80s6xVmOq+gNMH0RuttPOFwBctthSHX2ARERERESlhaeT/YMAQgFcAvAjgD2qusaIhQBItyibbrG/YMwcD7FzrK1Ywbg1MwGEWWz17JQlIiIiIiqVnEr2RWS7MfDW2vaqA6f4HMB+mBLt2gCaicjTRiwTpg8CZqEW+wvGzPFMO8faihWMF6KqOaqabt4AZBTxuIiIiIiISh2nkn1V7aKqYmOb7MApWgP4wOh3fwGm5L+XETsKIMqibEsAZ1U104g1FZGgAvEkO8dajYlIIwABAE470F4iIiIiojLLHVNvBopIMAABECgiwSIiRngfgDEiEiAi1QAMhql/PQDEARgkIu1FJAzAvwAsAgBVTQZwDMAkY/DsWAAKYJtxbCxMM/DUEJFwAI+bjwWwAkAHEekrIhUATAGwVFWzXf3YiYiIiIhKE3f02V8HIBumaTC/NX5uaMQeBdAWwC8wJe8pMPWPh6oeBvAcgFUwDYj9EaYZecxiAPSBaerMCQAGqmqeEZsH4DsAJwHsBDBLVTca5/3FOPZdAL8CqAbTNJxERERERD5NVNXbbSj1jOk3L1++fBmhoQW7/xMREREReVZ6ejrCwsIAIMwYY2qVp2fjISIiIiIiD2GyT0RERETko5jsExERERH5KCb7REREREQ+isk+EREREZGP8vd2A8qS9HSbA52JiIiIiDzG0byUU286QERugmnufyIiIiKi0qSeqp63FWSy7wBjBeC6ADK83RYiL6oE04feeuC1QH9dvA6ITHgtlA6VAPyodhJ6duNxgPEHtPmJieivwPSZFwCQYW/xDiJfxuuAyITXQqlR5N+eA3SJiIiIiHwUk30iIiIiIh/FZJ+IHJUDYKrxL9FfFa8DIhNeC2UEB+gSEREREfko3tknIiIiIvJRTPaJiIiIiHwUk30iIiIiIh/FZJ+IiIiIyEcx2SciIiIi8lFM9omcJCJBIrJARM6KSLqI7BaRaIv4JBG5KCK/i8h/xVhmUESai8hqI/ariCwXkboWxw02znVFRD52oB03i8gOEckSkQQRaW0Ru0NEvhORTBHZ4sC5JhjnuCoir9gp942I5Bk/NzDOnykif4iIWvyeWdR5xWS6iPwkIpeMv01dK9VCREJEZLuI/CYiaSKyUURusYjXF5E1RuwHEXmwiMfbT0ROGe1eKSJVLGI1ROQrI5YsIr2K+vtR6WLreefMc67A+SYZz+8uFvvKi0isiGQYrwXDijjHaBFJNV4zFopIoEXM5rVMVFweug6cfd/ia68XMNkncp4/gBQAXQBUBvAmgNVGQno3gCcB3A4gAkA/AGOM48IALAfQDMBNAFIBfGxx3t8BvA5groPtWAJgA4CqAOYDWCEi/kYsC8AHAP7t4Ll+AvAKgGW2CojIAwAqmX9X1bOqGqKqIQBuNvaFWOwr6rwDATwMoCOAWgB+A/CGjepzADwOoAZMj3cFgMUW8VgAx434QADvWn4YKPA4asL0t3vaKJ8GYI5FkXcB/GzEngfwuYhUtdEuKp1sPe+cec4BAETkJgDDjHNamgqgOkzX8oMA5opIcxvniAIwG8AAAPWN7SWLIvauZaLi8sR14PD7Fl97vUhVuXHjVsINwI8A2sP0QjbZYv9oAN/ZOKYZgAwr+ycB+LiI+poDyAQQZLEvBUCPAuWGAtjixON4D8ArVvYHAzgC0wecPCvx2qaXE8fPC+DvAD6x+P1uAIkOtLEcgAkAfjd+DwGQDyDUosx8AK/aOH4cgA0WvzcGcAVAeeNcuQDqWcS3AHjE288xbs5vBZ93xXnOAfgUpiQ9BUAXi/0/Ffj9YwBTbZxjJoAPLX7vDuCM8bND1zI3bsXd3HkdWMQded/ia6+XNt7ZJyohEWkK0x25UzDdzT9kET4MINLGoXcASCpmtREATqiq5cqF9uoqqUkwvdinuvCcXwBoJiKNRaQ8THeN1pmDInJIRGIsDxCRQzC9ObwL4L/m3RYbLPZFWhyXZvHV8w3/R6r6A4CrMH070RRApqpaPk53/l3Js5x6zolIdwDVVXWF5UmMrge1YeNaF1MXtzQRaWDErL0uNBCREHj+WiZyyXXgCL72lg78mpCoBIwXylgAM1X1svHmnW5RJB2mOxYFjwsHMAOmO+/FUbAem3WVlIg0gqmbQjuYEhxX+RlAPIDvAVyD6U3gCXNQVVsVPEBVWxl/8xiYvk2BqmaIyA4Ar4jIJABRAAYb5zYfV9niNCEAzhU4tflvFwDrf9dqzj88KoUcfs4Z3Whmw9TdoSDzdZZhse/69aeqZ2Hq4mdZvuDrgnm/x65lIoOrroMi8bW3dOCdfaJiEpEAAEthuqNv7hufCSDUoliosc/yuLow3UV5SVU3OVjXN/Ln4NeuVuqxWpeNc71nca7hDlQ/22jrFUfa6oQpMN3pqQnTWICtAP5X1EGqmg1gAYCFImJ+IxgO052hVJju+i+C7W8h7P3tiv13pTLBmefckwC2q+oRKzHz86GSxT57zxNrrwvm/XzOkae56jpwFl97vYTJPlExiIgfTANEFcAoNToYAjgK051ls5aw6KojItVhGoj3gaq+72h9qtpP/xz8us2op6mIBNmqy865xluc6xMHqu8O04DXnwHsBVBORH4WkZJ+vdoawKeqetFI4D8E4OjsCwLTm9RNAKCqZ1T1HlWtoaodYRo4GW/j2Bv+j4xvLgIAnAZwEkCIMRjNzKG/K5UJzjznegAYbjzXf4ZpUO1KEXlcVS/BdHfU5rVegLXXhbOqmokSXMtExeSS66AY9fK110uY7BMVz/sA6gAYoqp5FvtjAYwTkSYiUgvAczDdZYaIhAL4FsAaVX2t4AlFpJyIBMPUva6ciATbmpFDVZMBHAMwSUxTgY6F6YPHNuNcfsa5AgD4GecKsPVgRMTfKF8OgL9RvpwRbg6gjbHdDdPXvm0AJBf1RyrivPsAPCgiVcU0DeEYmPpoWjtPOzFNJxooIhUB/AemmRyOG/EIYzakIBExzzKx0EazVgDoICJ9RaQCTHe5lqpqtpF8rQQwVUxTK94DoJWxj8oIO887h59zMA2uj8Cfz/0fATwCwPwBORbAZBGpJCK3AbgfQJyNc8UBGCQi7UUkDMC/YLwuFHUtExWXJ64DZ963wNde7/H2CGFu3MraBqAhTG/G2fjz68dMAF2N+AsAfgVwCaZBpGLsH2UcZ3lMpsV5Rxtxy+0VO+0IB7DDaMcBAG0sYt2tnOtjO+d6xUr50VbKNYITs/HYOy+ACgA+AnDB+FttANDc4tgkAMONnzsajzEDpmni1gJoZVF2orE/E8B6y/MY8ev/P8bvd8N0NykLwCoAVSxiNQB8bcROAOjt7eccN+c2W887Z55zVs6Zghtn3ykPU8KTCVM/5BiLWANjfwOLfaMBnDeewx/jxtl3bF7L3LgVd/PQdTDaSh2vWMT52lsKNnMSQkREREREPobdeIiIiIiIfBSTfSIiIiIiH8Vkn4iIiIjIRzHZJyIiIiLyUUz2iYiIiIh8FJN9IiIiIiIfxWSfiIiIiMhHMdknIiIiIvJRTPaJiIiIiHwUk30iIiIiIh/FZJ+IiIiIyEf9P5Ghvptb41vIAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "execution_count": 152, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st_Lm = st.copy()\n", "\n", "L=UTCDateTime(\"2021-01-14 18:38:30\")\n", "start=L-0.5*60 # 1 menit sebelum\n", "stop=L+3*60 # 1 menit sesudah\n", "\n", "st_Lm = st_Lm.slice(start,stop)\n", "st_Lm.filter(\"lowpass\", freq=0.1)\n", "st_Lm.plot()" ] }, { "cell_type": "code", "execution_count": 153, "id": "ef7c01cb", "metadata": {}, "outputs": [], "source": [ "Ltrdata_BHZ=st_Lm[1].data\n", "Ltrdata_BHE=st_Lm[0].data\n", "Ltrdata_BHN=st_Lm[2].data" ] }, { "cell_type": "code", "execution_count": 156, "id": "919d418a", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(Ltrdata_BHZ,Ltrdata_BHN)\n", "plt.xlabel(\"Z [counts]\")\n", "plt.ylabel(\"N [counts]\")\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "code", "execution_count": 157, "id": "9331d212", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(Ltrdata_BHZ,Ltrdata_BHE)\n", "plt.xlabel(\"Z [counts]\")\n", "plt.ylabel(\"E [counts]\")\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "code", "execution_count": 158, "id": "4dcbc302", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(Ltrdata_BHN,Ltrdata_BHE)\n", "plt.xlabel(\"N [counts]\")\n", "plt.ylabel(\"E [counts]\")\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "code", "execution_count": null, "id": "1356dfe2", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.5" } }, "nbformat": 4, "nbformat_minor": 5 }