{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "The `show()` method of the `Particelset` class is capable of plotting the particle locations and velocity fields in scalar and vector form. In this notebook, we demonstrate these capabilities using the GlobCurrent dataset. We begin by importing the relevant modules." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from parcels import FieldSet, ParticleSet, JITParticle, AdvectionRK4\n", "from datetime import timedelta, datetime" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We then instatiate a `FieldSet` with the velocity field data from GlobCurrent dataset." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Casting lon data to np.float32\n", "WARNING: Casting lat data to np.float32\n", "WARNING: Casting depth data to np.float32\n" ] } ], "source": [ "filenames = {'U': \"GlobCurrent_example_data/20*.nc\",\n", " 'V': \"GlobCurrent_example_data/20*.nc\"}\n", "variables = {'U': 'eastward_eulerian_current_velocity',\n", " 'V': 'northward_eulerian_current_velocity'}\n", "dimensions = {'lat': 'lat',\n", " 'lon': 'lon',\n", " 'time': 'time'}\n", "fieldset = FieldSet.from_netcdf(filenames, variables, dimensions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we instantiate a `ParticeSet` composed of `JITParticles`:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "pset = ParticleSet.from_line(fieldset=fieldset, size=5, pclass=JITParticle,\n", " start=(31, -31), finish=(32, -31), time=datetime(2002, 1, 1))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Given this `ParticleSet`, we can now explore the different features of the `show()` method. To start, let's simply call `show()` with no arguments." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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3n2iwH2wYGdW4illbeTnFhyoUw2R8urTux1GMr3OLpK1S2d7AJan8b5J+vaEb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\nRK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pset.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, let's advect the particles starting on January 1, 2002 for a week." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Compiled JITParticleAdvectionRK4 ==> /var/folders/r2/8593q8z93kd7t4j9kbb_f7p00000gn/T/parcels-501/3bbb9a18b0c3b02ec1a7637502cb0d50.so\n" ] } ], "source": [ "pset.execute(AdvectionRK4, runtime=timedelta(days=7), dt=timedelta(minutes=5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we call `show()` again, we will see that the particles have been advected:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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EYautiDg6Iio3OvU7Uayi+6MY9qFlJI0erLYi4qvAyYPVng1PThQ2rEjqkvSr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\nbWonTcMoaF8AAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pset.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To plot the continents on the same plot, add `land=True`. Note that for this to work, you need to have Basemap installed." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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QVFTExIkTeeXlFznuqifp0LYZRVrEAa0bceNFx/H0oLHcf/9/efbZ5wK3VyoY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\npA1uuOp4YLKIHKGqs6Pzbdy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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pset.show(land=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To set the domain of the plot, we specify the domain argument. The format `domain` expects is `[max lat, min lat, max lon, min lon]`. Note that the plotted domain is found by interpolating the user-specified domain onto the velocity grid. For instance," ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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s8vcV8Mk3S/h+9WbGTppJq1atWLZsGccee2w19LJmMLNwmFk4zCyCYRe4Q0YQ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\nvWzZMtLS0jjzzDMToj/jx4/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pset.show(domain=[-30, -35, 35, 26], land=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also easily display a scalar contour plot of a single component of the velocity vector field. This is done by setting the `field` argument equal to the desired scalar velocity field." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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QhYFAic72hGGShGr0Xho22A+nlfJuJYjI84FvA24EHjFyylOB16y4/unA0wG6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\n7HGxrx03bWwQ0RERvZWI3qlt+F90+6cR0S/rvX49ES32HP8y7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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pset.show(field=fieldset.U)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To plot the scalar U velocity field at a different date and time, we set the argument `t` equal to a `datetime` or `timedelta` object or simply the number of seconds since the time origin. For instance, let's view the U field on January, 10, 2002 at 2 PM." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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V0Rbmp/ZIr1H0eaByjUIjcbjcrlsjCieakUQZnDVa1QpRdAhO15cRI6L6CKnt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\nWnk9fQAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pset.show(field=fieldset.U, show_time=datetime(2002, 1, 10, 2))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the particle locations do not change, but remain at the locations corresponding to the end of the last integration. To remove them from the plot, we set the argument `particles` equal to `False`." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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XVvueY/5/K/C3Jq59LfBFjf0/BvzYXioYcTbIwkj62c2dBn2SL0MK8iiy01pT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ByzqDdn4yA6EWhgYSBPjV20C2nPjNu/XlMzP11pd8Ixeu1ROMuL5q6nCACUImBX1LezxKjzJECb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\nLMfKDBazzDLLLLMcK/8f2XpTL4Ra12sAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pset.show(field=fieldset.U, show_time=datetime(2002, 1, 10, 2), particles=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By setting the `field` argument equal to `vector`, we can display the velocity in full vector form. Note that we can now also use the `land=True` flag (it does not presently work with plotting any other `field`)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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Z7w564Ia6yLQmgkc1Oo5KGxapeL519oCLJsX5oGUNaFOziEazg8yS9339Wyg2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\n8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QIXC2FMX8mPPyezYtVyqlTJSGnFW6+mfxSABgcHJfv5N+ABWL58OYGBgQQEKJN1lWjA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\n4b8izuSLVE1Vq8ETz5Wd2gC4Jpcs+3l9+DEX3jkDj9U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5+apYd7umTLMpoE3L0nozUy+F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alMNN/OyJEjCbIqVOgrgSeMNshplDIzhFWCKQgfZzFLFCqXUIihjEz2yftEVtxKg5BhFGtX\n+aroVqJ9HzIpthkZFPCYvMVPymskYGPXiVNoms7Y3r0AuCYuEpRAsgph4dPQtF4OBjsU/vrT0JUk\nTFiplAL2lS3kfOl+6kSNYL5pCfvN5yhT3YzmXvbqdo5IBIGY+UnJpC7BjFTiae2pRaxVYZik8yA2\nxitRjKYp2ylmhr6D21q2RFEUsr2nWWRZQDtTJwA0VWGbdwO3WCey1qPypKUfC/VdzFCH40FnouYk\nRLHwlbKCMrWYh/RxTFZfoqd5AJSXsdK0km2akx4mBzVFwabksZoCBnnCaFSrNq2HPcO+U9DKT12X\nU1jMG8s+48GhNzMmMpbYK6c406g9zRQLsdYGTLR/TeZ1RCS1LE0ItBjzMEIx8wx28qSUJkp99lBO\nMBFMV95gD7sAiLUkMSTiIUJUY3FjFZ1HbxnJFT/DQXYOLPgaysth517YeRbiG8Kw+lC3KyxbDzdX\nMUjCdxXwSEj1b8Qa2cIn/MBa5hNCEFnKHvbwFo25lT7MJY5QrjGNOB4nhrsQtiHEEcrTxnjrj6Gq\nb6ETS6H3CocsH1FGTwwGMnhBO8y7antyyiIhDJ57NY2PZjUmz3USpcBOw7GjaZpUjyFduhFgsTCm\nX38a1KxFBCpJYuKeyhDwr6mGKDF8+PufPf+k4y8IzP73yn+N8skrymZsoy/xyDjMmPkkyEW7txvj\nNgmDWg/gF4biPQOPNACLKjz+/GVuvzWK0bdEoaoKxzNOM/272SREx3Ii4yzffPgpiXbjLQtSLDhN\nDxDkR+VYJIsBvIPlt1W9GgG2pWDxp8Ps1YoHIKQmtJ9tzHr9AmbfSUKsHwFQyHlM5qvMiPi2it+p\nsxnamqtpQZ5LqGbuB1hj6o6iKOiis3PHeo52O8jEpK/pQQda04xB9OJRxU+yenUBVJyBhu8AcHYh\nuHKElrHFkHcavpoGln0QHADNoqHeRvClQU4N0CshoDaozWHUbRBsheKREDgRTKOhdydoVQD5r0Ps\nO4TTjwLNxzbPS8wMeg+LorJG97FfNF5WrZSV6Xy72M3LT9TjSk4G057oSVp6OTHRVqxmSIqCkBOr\nKL7WBxKNH6mi3BBMMRgeZkDN0lIiAnIhApYvX85HfR4llN1VY6MqneDsOWh+HkJaYKExoVoWol5F\nUdoRip2KkjYU+lfX4aqdzDwnlZYwrArUlyDWK28TohgVdm3ejA6NGwFwSsp4UDvBJlNHxvZSqFVr\nP1f4jNryPgoedH0apXjZayrF5I1kb+4v5JTnoIsPm6Uut1k60zy4GSesmYxT+jJSdeH1RnPNHMbt\nSk0uUoEFhaiiUL6/AL92jqDQb1YrRWO1YuGI0o6Uo8uxWCxkJZ2nEx3xn4GTzgVqWozYN1u9YPc2\n4NWQ+iiKQgAmFpsG4BaNJ+QMc5UmfKf+gu437RzzbKeLuS1dAwyTcib5HJTPWcJCXF43c195kzt8\nVj6sXT0Pf9l1iB0nTlCip3Py6hn2XDlJ1Ovfs0FNpEN8ffIpZLTyGJvlOwKUALIp5lZ9HhvV5wlU\nrFwmn/Eyj43KdFoQxEXvCU6W/MJN0fcBcK5yK+GKRk2r0acDUsAPP33FR/37gxWCAqFjWwgNhfAw\naN8axtxq5CkKPHfjepNnQ6s5Ycq1AhLdFawKmodJMaFRTCiVjGAZJr9ZV6OESAZcBzJogEI1M6+q\nzkVH5b2suxgZ/SydZAbNGMhARhNAAAtMnXg724RFgb5hsHBeM6xWFV3vQFBAAMs2p+LTdHq3aYvH\n5yUsuLrsVz3hPPaBiTVTjHQHrtuu/aPo4DcG/N8l/4mDpv8/rvr168t73pkyzNVZFnk/FV10mS2l\n0lqyZa5eIpou8ugBke4bRX7JNKI73jQ2TUbeeV7OX6g+VJ/xw7uSMKm1xN3VUr5wGgfPmq7JPn2X\nlGjXRLzTRNxdjVNKXRe5ulFk/UCRkgtGAZ5CkfR5IpnLDGfSgk9FLnQ1Qmm7F4sUhYn4joguupyQ\n72S+1JMCSauqP1Mvlum+9bJFr877MynQi+T9HfPl/YwFMkdfIBn6dXGvy9NEzjwpcuxOEc0rxedE\nDs4Q2T1ZRH8pW4QTIndeESnTjH6knxPx+UMeePJESnZU+SGJiEjJwyIFvURc13ni6W6RKyNF3NU+\nSSkV0+WMxzi81nVdbvdVyGldk9feypT+w8/K2pQi0XVdGvR4SiY+NV8qKquded1un1iS58jYyUYd\nLl3EnCZye1Z1leMv1ZHHrnQUEX9Uy9LJIuWIaH76/pzlIltDRHJWiIiIpm3zAxA+EhGRLO8lGZgR\nJO/lPyIiImfKRCwbRKac+euxXq1lS1fvLknTy0UXTXLlKzknY8UrBeLzPSseT7JkaFNlqXSQxdJM\njssCo35dk2z3WXFpZeL9AyfoqdtEpu8Qyb8uenKZxwjz/diOah+VC3ql4NsuL2rpcvz4cTlx4oSM\nLWwnwwoaGiEvRGSkq5e0rawpXt0rL5SKBFwRGbpDZF3mjaHe7/YdlZbe7XJJr670w4KnZFBGsFz1\nGvEItuiHBK2XfKIbAIYtFSKkicy/zjdlxAtzJGzg3eL2eOXXUzvktZ/eksf2LZMuuQdlp9c4LP9c\n/16m6XPkjG6U+7W2TZ7Wlshh3TjYn6etlVe0H+So38n15dzRcsK1Wyq0UtF0TeZc7iLlvmpH1T4/\nzZIVleclS//zcNN/JWW6Vw6ULJOpF+LkistwlC2VtXJBOohLqh2TdfFJseyUMjn2h+WUePNkXc77\n8tbVMTLirFW8ukee098Q9NpV7+GvpSLqQZGPc/71duqiS8/pN+bxZ4CDhu2E9fLvX/8PcPA/k+Li\nYm5WbyNLMnnDN4UCyeNWAnEDLyllXFJ83F0XjhfD44cAi8rd42wsX13EizOqTQMvjX6SzC8PkfXV\nEW7q04/J+v200Oys1VYQpr0O2gwwGczOnP4YUodDTHsIqwt5qfBrU7j2PcQOh6zJcO0hiHoAKAbX\nc6A2BFNLysliJ68TQ3OiME5EP9F3kqTN5DhZ9OSfu0BFKRF4dpbR4UpzJiv3Uus3Xx6AjLmQ+Tkk\njAPVzJnP4cISaBJejJLmgffiYHI0hKhGX2o3MCJtAVhsENa1yg8J7x6o/BgQsPSuriP7cfCcBdWw\nCR71LOWYdynBfsj5TPFwSHSy09289tY1Sko1enQJRVEUxgzrzJJVO9l35Hz1d1jmZuzgJrRrFoeI\nUKzB2FDoEGDs/Dy6i07Bw2gZ2BufeFm+fDkeXztQB1NlvA5uAqGtIMAgZFQUO5CMohi7FxUTSeYm\nNA8wok0GqdAsFNpeF6jvH+WquLhZP0i0YqE2gZTyK9d4i2BaoepH0fX3QIklTLmZ4WzgNo7S3E9z\nqCoqsdaGBKghbPRC9xKYXA7r/CvVp9vBvEPQchFc9ZM8h1igZzwcyINSf7cEGEQkdqwcPXqUkydP\n0s06iLaWHlRisDL3Ng2km9qHcspobIL6gdAvAQZvg7G7wOs/vx6q1OAUZaRcd4hd39KSBHM9TH5j\nSAiB9KAlDTEg/KEqdA+ExtexuPRu3ZSbu7ejpLyCHk26Mm3kc7zS7hYKbDWYYCpAROhFJz5mEdOY\nA0BPpTGLZCfP6z8A4FBa8q6sYaYYTFltA/rybI6DE+5dCDo1LA15+3I7dDF2gPrKfYyq3MxqucLf\nlWNSwlTtJF19vzLbs5HFOXcRb21GYkBLPJwnm8lYaUwAjRGEHL7lGP25xnyCaUy55HBBNrFX/4Tt\n2ly+yXyCR07buew5SY4vg5ZBfTFhJoFYBtO7ajcpQNNAsN+IJ0DXhYKiSk5fyGfHwav4fPrv2nzy\nskJxBWw4bKTz5S+2Nh4Mzul/9/oPyX+N8omMjKSOWp9tAWeYan6Tb7XPqIuZY9RgMZEsoZLWUcLF\noXBXHfjqIowYFsn+LU0oKPRx4NCNB3oiwmZlA5slhdZKB15U7wXZB6Y3Qb3ZODhJXwH17oDkZ8Fb\nDJcXQFhzaP4x+C6Caz9EPwURd4JvNVhGQ9DHAJxnLc24ne68AkCGFLJYP0QXavOxOhJFUSjV4NG9\ncOsOGHkYfrxQ3T6fePCJh27duv0e7ea6AsW7oMVSsA2i/CoUHIWu8yHi5Qj4riY8YYO2QfyjeCim\ngKNcZh06PsMptXIBhP8AkZtAvY7A0LUXTDHGBZRJLvl6Gop/Wh0THRfCwvdzmPJUPKmrGhIaaii0\ne8b25tv3Hmbhsm1VxdWIDmZQ9zqEhwagKAqxZugTBFF+/WhVA2ke0I04c23MioWRI0diDUgCtRmo\nfmWtBEBwcwjv5C/VgqI0Q1X7A2BVArGZ7PQPqaKmolEwjI7nT+VbyaQ14cxVm2BWVPJZQjR3ECsP\nI3IQs/kAFnMqkUonAolCxYRLdE5LBeukkPn6NfLEy0ArPBYAH7jhPRdc1cAWBDO7Qfs4+OK4oWR1\ngZ8dEB0Amf5pWU8JZLKaSDZekpOTadasGbcE3INXvARjgABGqLcDEKFEMiEIhlsNtNeE2pDpgu1+\nXeNQYthk6sgyyaoCFAwKvYtm1i6U6oUAtFeaMFTpTLn/MKFdAAwMNhBjv0mbhnWoEx9DTGS15o5W\nTMwiihw0DuGhHkncwxhS2IZPfNQmhqnKMLZymiIppyEJTFaGsV4O4xIPyQE9sCgBnPMexKSYibM0\nId93kRIty5g3I8fSNiCWjXrWn35fugiTJYcxksl4/Srv6peYLWm0VSJpU7qZflHPMjhqOgDFfEcU\nDxGN4RPm5hJFODERQl3eRkTlmCxlkT6UA/IFoa76pFXsoW5QO/rZHiTSFMtU+48oisIVspjKI9RW\nDIV9oByej4Ph11nMRIRZC/Zg6/oR3cd9T6XLh8utceRUfpUSKq90kV1YxpFLcM7fzYi/OiHRMOIK\n/LvXf0j+a858igoLAAhUAhlvfoBSuQqACYURBNHFcwEsoURa4aVmcFxPR5ck2rYOYv3yBiwvzsYt\nLiIw862WwQWm0VRpyM+mrURJECbfLWD+GtTG4C2HrXdCx3cgujVopXBwFNSfApFdQErh8ghI/BYs\ndUG/AJ7vIGQdKFYKOEM6qdzEIlTMpEke47QlfGYaRUNqUFpq4aWNcPASHFUgM1lQoiFLz2X9pRXY\nlfV4fdsZGD2NZRu30b1bD25PfAgUC+guqDwO7XeAyVAurizovxxMfoipViGYgo0DpUq5TJ73J8qt\nmYTSifOsIJ8TWAjjGlsIIRF72JNE0AxVUanQC/FKBRGmRFACEPsPeMRDgGJBQaVHwDPEmoxYfy6E\nRQRS53k7NROM5Z+mGSvYerVjqVc7lk07T7Bu82EG9zFOhmvGh7Fxt+HNnZ6dyblKO4HXAazSKvYQ\nFmBoiuXLl9OvUxjW6Os0R97nEGTsJEvYT6jkcX3swZOeXbQM7FGV3lUMdfOzKS6NxO3xceZiIT3a\nVzvsZksWMVjZZeqMVVHR5DI1lHsJpaNBNC93wXVsFB4K8RGAFyvfSRbvSRZuYLnk01QJZpA1kjVK\nNEEK9C+FJwPhwVbwUCuYsg2e3QF9m8OQKJjRHt44DGOawaAY6KKEMVeuknd0J32s0dzc9GbOace5\nJpexK0nUUOI5JEeq2tIkH74MgEUdoMwHt/l3PwPizQRKEN2VKBZLJuOVRM5UbKRz0GD2Vq6jgbUV\nh707aWNuyF5O0UY6UFOx0NIKxz2GEtpdhj+O0o0Iv6ISGBEewn6xshc39RDeUqbSQOpwgGPUUxJ5\nUhlIstRkp5yjqxbPdMtokiWJPZyjszWRObEbWV32KYJOn6jHyfKepNB3mTBTHOt/Ws7qfvN5kVMU\n6h72UkxDJYSLUkk2PnYowmHcFKHjkUoC9BweV+swQelKRPmvnNRyucP2ubG4YxXgJorHUFAoZjvZ\nfE4Sr2IilKtyko36bdRT+tJbmYYU12BD0ac8XednTIqFz3Mnc7vtFQLVEEoFtnOM4TxcNRYLCmFv\nw2qAw5I1p/hwySHaNY9jcPd63DGkBXsPF7I6NZNPvjsFAfm0aBZAj04xfLxqHYExM9i89ySjOnQl\n3o8o/UP5Tfn8Xyb/NQwHDetFy7ldN0HM+yAVHDb/QAkX+D/svXeUFcW6/v/pHSYnYIY4ZAEZySLZ\nRJCgYgIxglnMOWGOiGAWPBgQFUFFAREFRIKScxzCkIaZASbnnXf38/ujtzOD4Xi+96y77u+edd+1\nes1U7+6q6urqrq56n+d5e/AoIar5qWgO+7xruDx1AuXhfFYleVms9VxpDCZLOZylqziAh4N4mK+T\nuCnhfqM3zzg6kGC4QKVg1K8t0F8MMam1ae9xiIsgyiQwS8HVoDZNFRj2F2IFR4gmhRjs/A761pMS\n3Zm0COu+0gdbj0H3FjZc9PP3fyH1ovY82q8h66vXs9szj/LgEi6oP4FdGw9yepP69I9ZDNHtwLcD\nGtyMlXgDhgOyp4AsaPOEXZXyDSF82RZNLvPideRwvPBBKtIsFBVLY0bjJBaDBgTw0Ih+VJNDWaiQ\nzdWzceKm1MxmWOILtInqD8F9bAivx2uVMjDxUQ6HVnLCmch3bGKK405WK0ys18XsEngjgsVYsX0H\nq3bu4oUbxgLg8wdxOR243RHWvSUMA7YfPsC0H78l1OdJBqbBOJu+wsNZGdzf/BvSYzP47rvvGN59\nIlEN34CYfhAuhqxecHomOGLZxZV01PusrV5KRuzZNHQ1RxImYVyGm9yTlTz19ho+/34vvbs0oVGD\neM49K527xnahikpmaBqZ2sknjm/sgCbmDxCaCjE/2m+UipWQ/w5qPxcZFsf4kg1s4W320oHTyOME\nw4M3URbqy5NxqezHh4XoGYk6ObAY7oyHUXUmoE8cguhoeC4ymS0NQK+NsLkv1HPDIquc1zPXMdXZ\nioyMDO6pHsVF0Vcz1H0Fkmil/vxqfE1LI503l8H6/fv45JbWxMfGEDBtHlxyFJyjHD5WI5obLmIM\nJz+XTSZsBRhS/wmchpObK85nQsL7tHa0ZwaVCLiJFBzYl94jE5a0E2nu2gHI54dBN8PMl6F1M5Mv\nVu3jH+dv4xvnpRRG4WcAACAASURBVKQbSZSohKuMMTzAA5zNORjhEFOOXczQBvdyRsJAcAb42bib\nYXxIwBRup4cs3uUM6wUqw/mYlsVDM0Yy6foFpMW3oQSTTzhBljysUzmH8HM6ybziaEVnI4V6MjAM\nqB9BSgYsD07DXaNaYFGNQQwGLgJkEqaSWM7EEQmwlmduJc3RjujfnttwIYnOBjgiy9F+y0OMI565\nQfAL1rsP08lI5E6jIaageR5sawqNI6vXB46W0rxxAs+9UsjVo1PwhTxUeUKk1Y9h2hd7ad/B4rTW\ncSTExvDG14vZkXU3v04V7ZsnUCw/aY7YP1c4SOspLvk3FA4+/j+Fg39rS01NlaoXSTldpdy+khVQ\nkXbqB12qb3WOqnVCRcEcPXm0v0btNbSybKY8lk+XmA8Js6cGmXeo1KrQMcujNVaxyq2/UIr0eqQ5\n06RFX9jp/GzpnfHS7l9rjwnnSt5vJcuSJUsV2qwSLVNQ1dqmyVqjhyVJ5aET+vD4aH1f9MyfFFRr\nCxbs06RJa07ZZwMhwpr8wlit+zzRViTIf7XGs3zsPWnHVVLONHtXoMRU4Y8BZb/jlRkISgsvkOaf\nJ+X8JEnyK1+W/ugR3+ado8dOxOrB42int1bhOmyFlB1Yr3eK+itk+WvqdLf5ltZFxBMl6Y2T0tcl\ntfk98dEnNeKsf2VH84+r8XUjNOHTaWr7gzRwpb3fZ1brml0OzTx+ryRp7NjrVLU3Siq+xT6geo3d\nDqWz7LprmA7ofmX61mnU0Qba7Kll8QeDYc1amKmJH2zQQ5NWatWmnJrfngw/oJ6h0zTVfN125puH\nJN91kneoZFVJoTIp52lp7yApVKZsfan1uk0P61olq4Ua6jR9rM9r8uu9VXr8sOT/nZ7l6QXSOUW1\nYICQJaVvkS7eV3vMq4dtp3C2127ffuZepc+apLlz56rIzFdGuUuTfY9JktZYm4XVUp9a30iSRr8v\n1bv9kNpcd4NWbN9xStkDrGPqbWUrECl8SclLuv9QtAoj4JEby8/V6LLuClh+rbY8clj79a1VqyzQ\ndqc04oBOUZeWpEPHpK6XhdR84Da9PnOLdloF6h/6XB9FxF+rVKVxGqs+6qWVWiG/6dGHebfpnn0t\ntbZstgq0XfN0mbbJBojkar72622VyQYHjL72Ej25tafeO3JFjaq3JC02C7XELNQRy6Ow9SfIjt+Z\nT0Xaq3+oSsdUrg+Uox4y5ZMkVYYLNLfsdi2rfPlv8/nULzlKpM3hsBLNrbrFPCpJWuWTyJZm11Fd\nsSxLD03IVVzj7Qr9Gfrkd/bOLOm9LySf3z6XvwIc1DtTjNZ/ffvXVK2HAQeAQ8Djf/L7g9SKPy8H\nWv5dnv9RPh9iB0JMfwjtheIHqU8GrbmEJFrzK3eT6EpiTNoLXNvwVXZ4fuKIdwMfGU+xzZjFvcYY\ntrCPFkYc/Y0GJEdg1ciC8AnwbYA102FIC/jibRhyBaz4Am5qB+VF0OlsCG2HkiFQ2A5cragwNrOL\nyzjEE8TTjTU8yF4+piM3EbA8TD9+CburF3Juir3eXC2TX1TFm8rnYSuX8gjJMDk5hkWLsti8+XjN\n9RqGgQPR/+yhNO+/CjpX28RQw8B3FI69DcECaHSF/aVasjxE4cIg9c5x49g1CfI3QP0zoKnNX4mm\nEV6F2aMyiuXHkvBbVcQaKdyTuo7nGuXTKeaSmvKPBdcztfgcMqIvxBWJojiV+axgO82xBVTXVMFX\npRBZceP79Rv4YdMmmjZo8E/v5b7cbEJmmFZNWtK3AXRItJeLqsLFdEm4gNQIpP3ySwYSlTjY5lYB\n4ICYruCyicTxZGARol10J+IcSUwtvptKswQAt9vJtRdn8PitvZny6Hmce5Y91fjBms8HepvWRlsu\nM66y4e+BxyE8C9x3gZEA+e/BycnQ4Cq8rioO8wEhqniGVynnGAUc5Cauq7me25rAq7nw1u985Ge5\noakTPJHFh9IwdI+HHrWRx3E5oF8KBCzwYNGKaM7s0pWMjAyqVUkHZ1cyHLbubywxdOF00rHBFt2a\nQ7+MtjSsn8pFTz/LgdzaCnQnGg8WRRGKe7KrKfVcLQjJ9vF0dPVAWJRZxXQkmiQcLMNT4yM6Kx6q\nTCj/ndhA04ZhikqPkJvfndSUTnQijaYkcIu5hK3KJ4EExjOeIooYz+14HQEG1ruVOGcyHx2/jVAg\nijgasoGJnGAjaZxDIavYz+sIcc2oG+jS4AK2lH/LDwUTa8od5khjqCON1kYczn9C9hUWe/QuixlO\niGqc5FHGi8QxAgcxVJr5vFPcm53+bxgQb6tf+BRmh0r40jrC++Y+Si2LTWGY7odXfNDQgAZGmG7E\n0SNCdo43oEvk/v5mhUVhfvipgv6943G5/p6QPLgPTP4EpnwCuXj++sD/ZsBBJJL1VOw4bhnA1YZh\nZPzusO3YYRS6AN8Ar/1dvv85Pp/ycnDEQtpUSH0TvD/jCBfR0XUDHbmBMF5CRjWd4wfSOX7gKeem\nkkJ3OvwxU4XhxAjwLgNXf1jcAtKawpPvgRmClXMgox/cOsV2zPsXQXgHJE3CcneilNewCNCG5/BS\nQpBKunAv9enIIf9qYhxJjGr4Fokum6S4FS9DlUU9XKww2pMSEYDMyiph9eocqqt/h3gxXKzdcoL+\n0a1Jb20PABKcmAXtX4W0i8ARBWGPqNwepsnV0SS2LYLsVLjuEMSm1WQVkEWsnKzSSe63NuLAYJFz\nCBfE/I4sEbFM//ekOFvQKeaymn3bdYh8SjEiUXdLw7DRYys0ABzNL2DXkaOUVP75AvWCrd/x5k/v\ncvSYnyG9ejC67wDql8MJH7gdkBbVkq6Jw6kfISrO+24Vg/qcS5Q7opsc3xcSBoDLXg5txyT2chMu\nI4H702YwzfsxHwSXkRDVls5GQ/o7Wp5SflBBKihnpzOXJr8hB821QAXEbgBnbwiXQ+nX0GoaSruO\nk3xGJ54llX44/uJxuqoh5AdhcSnc28wO7Q4wOQnurLCRZAAN3RDngNvriHD4TZjQBtrHAzhxCAbu\nLmBvVBWjMkYRRzwjosYA0MPoRIqSGGjYSL5resOBfLjzmtEs2bKV+WvX8fhVtnr6mzTkEo7zW4Tk\nPkk3csy/CTOCGnwobgp3VA0j2oghxXCyTS0ZR35NPOVZbeDsfTZYsq4dPFZK62Y76de9AdO/bsD1\nI2Gq8wLiTDevmRv5ynUJfejLPg6wmB/5kR+5Nu5aXm23kxz/bo75dnJe1GTqGW3ZxntcyGe05172\nM5lK9jJ//nymDp7KmakjWVb4Fvn+gzSOafeHNt9WMQ8nLuq504l1JTGn6hrKrByauE+jTXI69cgg\ngzup4EXq8Tix2IoY+wNLaOruRtuo84hxJCGJmdZB7rTW04ZEljqH8lHAwWM+6OiARAN+SoQWjmhc\nlsGtkQ+vntGQ4oBz60j5nMwPccbpsUx9/VSAUHmlj8N5pXRsnUZcbC2csH4yRLlh+z64kt+N8nXt\nv9/n0ws4JOkIgGEYXwKXYM90AJC0ss7xG6DO19df2H/M4JOSVAcra0SB0RdctY5gV6gKl6shNTQz\nKwcczfmNHhw2sviNrRfQ58SUBXFUb8CI7QdmY3ilEC4YDE9+YLM/n7kYrngIegwBZxDKRkLU+ZC6\nlbAjhYPcQyoXkc6dhAjxK/dyNm8RR2OKg0dYUPQY49O/J8HZgAKFuFc5GMDLRjOGK4VWiqmJnH7j\njd2YMmUdjRvbPqGQwrgjA1P//v1p2rzOTELQ5v5KjMTa9giesGj7eCyuJAfQBNrfAFEx7Fc181XA\nz1YRxwnxlKMtzYwGzHSex0xrP+9Ze5lq7mOg0QODJC53OimQaGwYBOXhvrSNxBkNCAtcBlTj4xPj\nMZoZ9gOY5IT+CXB1xFUW7XZzy/Bh9Gzf/pR79+WGr5m94UuqAx4y8/aRYvXks7tfx+1yk+KBLflh\nNu+o5Kxu9TnmPIERshvm0ssH4IwtB8uW9RFVOKPaQOAwxHbDwEUc7fGyn+6x53GlO5VxgemctPbS\ny2jGWWpGH6M51znscAxRRhSXWJcQ76jj2zOaQmydEMbBE5CxGlzJGEBrrsVB7RtmncfH9xWxDPNU\nkNIsCbdhkBELE1pC21i4+xBc1sHPRcTQyAkFlq0vtpNcuhstKQjZgxCAKbGm3OCuWoUijhHk0S49\ncDr+uGgR1qlaKTFxfko9MYzo3YthZ/Xk6lcm8f36DVzctw9Ow+A6JfFEWQWf1mtAOaXExbZjn3cp\nzaO7k2MdYnDUFfwc/Jazo6+hFfH0IYYf8XAhCWzXSUakNGFxBVwaeczyPD6uem4Ji6dcQstmyRzJ\nhV1lomv9OD5yjmCjjpOnAtKNRrhxM5JL8JlVNSTZFjGdaRrTDhcx9OIRqjlBkDIacR4pdKKMXYy8\n/EKioqJoG9WbZi0/Ii+wH7/lJTuwE8sKUuDbQ55/B/uqfqbUzKZpSiviYxKJcsTTLe4ikuKC9DRe\nJIb6BFiGsEiOgAR2++azx7+AsfW+xiEXG61CnrS2cpqRxD2ODAZb3bi1OoZuTnggGioFV0ZDCycE\nAqIAYUTZfXNxnYlKYSUUV8Mzr5xk8ovNaBS5wRt25bA58ziHc0t576sNmKbFNcO78vpDw2mcmkij\nVFj2Edz8NLQ3/gnJ9L9/8GnGqXOkPKD3XxwLdnDRxX+b69+ty/1v2VLjYqQnx0uVFdLxHGnBo9In\nV0kF+6WDq6QTT0kHz5OK3pdy75A8T0oVfaTqG6TydvKFH1S1HleVblSJUlThSZPHelyWVWovyh+p\nJaDJsqS8rFPTwVo/hyVTXh2tSZsKqVonatIhK6CyUC0h1GOFta1OxM9Mr9TvgLTHK1WGpQmq1utf\n7VRpqVdHrBMaZj6igHVSYVXq6clD9d26W6TsLKmkUJowTnrjMZkem+Na/pxUPkG1joUF70nTHpDf\nqpLHrNbT/qc1LPCFzgqt0wdmjt4yj+qrqnL5zLC2mKa6+LzC61cjr1/XBIK6PxDSunBIIcsmh872\nSK9GXAE/WhtUEpJuyrbT2z3Slipp5LN2+ocNG1VcUaFLJ7yuVdv31lzvT7uX6XjpcZmmqZziHOWX\nFtf85g9LD76aqRlfHpVlWeoZaKWisC1LfN3YYcqruF4yq2XJoxJdJCtcplzzJ/lkBx8LqUJWHWXs\ngmCOFoT3Ks+q0DbrhOaYu5Tt36Aj/rWaXXyDZhRdIcs0JcsnhWZLvqF2YDTLkqpWSkeH17SlTxuU\nrxvktbw6GvDrzMN7xDbJtU3q9WulBiwt1hd1/F2StNgX1GAV1aSLwtJ75jK9Y9q+t6KIq/G45dXr\n5kEVnRpQV3tNr2bPnq25c+dql3VEe8N2P9zj+VWrKmaryLILnGjN0g7zkIqras/1+HzKPlkbldRv\nmeq6MKzsSinL3Ksx/kHymray+Y3l56rYzJfHqtZP5kFNCv+qcissb4TQek1ooVYFT8pXx481K1yg\nsXm7atJhy9K1gaDO8Qd0fyCkawKVGmZdqdt0n+bre/0SXqGnD/bRr6WfqTiQoworV/N1hXyySaVB\nHdZJXVvjiynTEZ0zNl1HqjYpoCoVh47r/fy79HTuBbr9SHuN3I8ePdxNv5Z9pj0VS7S76gcdDayT\nZVnymmXyqVgB1bJkwyqqyXtn5ULl+XcqaPkUtEy9Gt6nA2aZ8iJB/SzL0r6wlB+5XsuSTkT+X748\nqC++CKjfrqB2RNq7b660xc5a+09KF7whrV6fp517cmv7wpoD+nrpLm3anas7X/5OA8ZN1+Fc+/5t\n90vPRPpOVra0xFrz1z4fuglK/42NbGBLne22U/NnNPBRnfT1wLt/Xheuw575RP/Z76cc+3cH/G/Z\nTjvtNGnpfGlkT2loJ3sQyt0uvXWO9EiylLVCCldIx8bZTukDfST/Mcn3nlTeUipvLfkmyrRyFdKu\nmgief2mWJQUjbwazQvIsrnkpWTJVoj2yZEYOtVQQzpRpmQpZAW32ztThgA1QqDLL9Vnlq8oKnuoQ\nPuyXzs2SeuyTbglVa40Z0EZzr84279Eea6+ydJmydJl+WvemcrdtkgY1l67qJa3/WZJUcrtUOFyq\nmh6p1oovpTdvl6bcIjMU0CeeYZru6a+dwTmSpKBV+xb5tdB28h+otOs+c22Ber66S4eya99kAUva\nHpT6FkqeOi+gTK80Pqe2iSRp+FNSSWVtyIrSyiqdc/fzeubjucor/N3b+XdWXOpXQvsFenZKpvKt\nk2oQQtNNOzT5VwseVU4gVUFlypKlfDVWlSaqQNs0R/2Vb2375/dQ0iHfL3osN0GvnDhdh/0RUEdo\nhuTrL/lvtgch/34pb7x0ZLAULlVIJ1SqiTqhKxRWqZ4I3qUR/l56N/SqSoKmllVIny/NlrvDx9q8\n81R6+/UqVbpqNf0PWwWKD9+q98xlNfsOWFVqFfpJn9QJGX7SCmqceURzrBLt3r1bT+x5V13MO2VZ\nlrZUL9blWbHK9tts/NesOYoxhyhUJ0xDaYX0yLvSF7WYC20tkvhQ+vqwtM5cpSY+tDJsh4e+pKyj\nHqm8SpZl6aBVLIJP62uzlu0/OjRfnYMfK1BHBWOMuV+twpv/EJqkyrJ0gT8gvH41r/brw9BGtVMP\nJauFvjO/1+wTj+qufemac/JxHdcGzdNl2q73ZclSlRaoQOPlkd0+cxZ8pK8CV2iOBquwjvrA6sqv\n9XP5TO3zrlNFuFj/ipUGT+iIZ6u+K3hKrxw+U5JUZgU0KLRK94T/2Hf27JWyfic8snhxUDExpfpp\nR1iskt7Ns/enHpFui9z6jYclbpbmbQmr1ZmPafqnv/yhjSRpz8F8nXfzh9p7uEAzK6QPKmp/e8h6\n7a8HH6OTiD7yX9/+BnAA9AWW1kk/ATzxJ8cNBvYBDf9Zfr9t/zGAg/Lychh4EfQbBOUlcO9V0OgM\nGDAezrwafnwOsndBk4nQbiM0fhYCeyH6TkjOhuQjEPM4DiMdF51r9JxOMW8VrPoGXrsFnr4C/Duh\n6HrIbQaOWKqMXLYxmQUMpoz9lFpH+CkwgTc87cg217DT/yUTi1uzwfcBrdz9+dYzlcsKWnAgtJV2\n7q6nFNUmGu5Ng4MhMb9CLCSHvtxFO5oQz7uEKSaBvuxYUUHuA9dASgMYeCn0Oh/vV+CbA0YsxF0L\nhr8apj8Eq76C659hlTmJg+YSEs0OuIuvwBsAdx2l6wGp4DOhxzLYWW4wtm8aoeUFnDl8BZkH7Pn9\n8gD0K4br42w/Bdj+pqVVEGuAx7SBDqEwdG8LT8wAy7KXJOolJvDAlcN5YeY8np/57T+9r3knfTRr\nHEPD1GiKKKAz3WtUrhfO20Q42AxRjoGBk9aE2E4qHTBwskx3MKtqFIs9T5AVXEZIp6ohHw/uYFXV\n6/SNv40Lkp6iZVRvsA5C8B5QLrgnANFw8n4o+xDSHgdnPcp5nQqmksTN/GAuY6Y5lXgjgeudt1Pf\n7WBwEjSOd5GSGMWWPbUqAmGEAbTFhT9yDUcpIplYYiPwXkviJesA2Xg537B9V/vko7MyWU81o6nH\n27tmMTHzY64xziMgL1+VvEi0EUvzqAzyVcKHWsSZtMcVWZrduh/aXQnfr4ErB9Vef3UI2ifboIaA\n/LQ2TqMcmy/XwtGObHM/JSqgBckkEMVX1h5CEaWBFkYSAUyOURG596IeLtoRS8nvdPpLKwx6rXVz\n2swobsqMYqCzK28ykWd5jGWOX2nRYAgtY7qxpPhtDpTuIZmWrOdljrGceIZhcpIi7sCkiMXzfiUj\nOI5KclnC7QSxZSEGJI5mUPI4To/tS5LznwNaNlXMY+LRoTx3uB/H/dtYXPwSPZJGA/CWdZDlKuRC\nwwZtWBZMnwFnnQe33gutWtjBGg/llDDnx0zuf7iImBhIauWgfSykusFnQTu3TcgNC/xhaNcICqud\nXDq8O7c/8jlLV2b+oV4d26SR3iiZbvfOZl5ZiCaRV9BSreEXNv/1BRkmRJf917e/t81AO8MwWhuG\nEQVcRZ1o1QCGYXQHpgMjpUhsjr+x/xyfT0oKuFzw2Kvw6ETYuwNO5NgDz5k28xszDE4XuJv86xkv\n+sAGFgS80PcS+OI1SEyBaRuAH8E7H5Luh5hzKeFHDvA5rRlJW65gpzmb1cHJdHePo7trLHN9t+DE\nzaikD/DLywb/EtKczbgv+c2a4maqlDJM4nCQkRxDXlIczQnwoX6gvZHOXcYAGhkNiKEjBgYDzviG\n5iPnQmebpGmV2rqgaash6jdu5adToPeFMOYxylOFKxTFw/HZ1HO05INt0GU2JEbDnNtgaKeIKOPp\ntgrEikLoVs/g0Tva8+XCPH7dWMQZHZL41g/pDji3jtyKYcCnpVAchtcilCeXEzbuh192w/T7ao8d\n2f9M5jx7N8/O+Jb9x45zesta1e261qVjMg1TY7hznE0cvchxOe3pCMDoy+8nIeoHnJGQ4vVZRDlj\ncRBHbyaQ5ZhLi7iLmFs+nvX+adyZvI7GrjNq8m4W1Y2b076rLUwWmF9D1BfgHGGTdiu/s32IbdZA\nXB+C7CPAdtKYjqX+HNM0VkbtoYOjNl+AAT0b8e6zfTl2vLpmnwuD1jgZRxwxEYeehbjROJuxRn8A\nTMQRefnB0YeWEeTUL1TRjViuNxrgAI53DnKdMZJxDCIYCTnxYvrPOAwHHvlpQxOmGQ/UlPvzZmjd\nFJ4Yaz8iAAXlhTgqjpLi6spF6U7czqFcZl1LPewX92uJX3Jb5WASjGSiDBfbXXdwozkfV+R7dZLj\nPLapgKYRdQXDMLiU+mzDQ+pvSNGI7SqAKesMLmoPz54FhhFNGy7gQi6wD4iC/q0GE7R8ZHnX0ca6\njCRHS7bxLi04jwa8SglPU8FHXH755bSPGkpHLiCb5RxjJe0YeUp5klhd/jnCItaRRD13MxZWT6fY\nzMNNNHEBkyzvWh5vtZStlZ9zcdoL9EgajSQ2q5QPnGdybsRvWVYOX86DY7mwaYUdTeStWet5YMqP\ntG3ahKToa/nll0S6JBs0jrLBJQCvNICfvbYv9Ox2cN8giI+CcWP64nI5WLl2P8MGdjql3g6Hg5sv\nPZMlueUsDLtp64OL4mEze9jCHwerGnMGIPHoX//+d/Y3/iJJYcMw7gaWYnvoZkjKNAzjBexZ00Jg\nMpAAzI3wvnIkjfzLTPkPIpmmpaaqqLhOwCUrBI46D0E4AK7oOulqcCWAFbZRbYGToBAEiyBvBuSk\nwpYsKC2CE4fgzOFQmAsX3w6t20HCVFvKJXE8prsVW4zJiDBtGUW8WrAk8CgGTrq5rqOB0Z6vKsfR\nI+Z6OkQPJSyDJ8tGcXXCQ3SJGoDTSGYRlaxQNT9TTR4hHlEqExyNiDMc3KFy9vAtS7mWOOPUkMFT\npkyhf//+9O3bt3anVEurlqCsEOrEMbJk1hDlAH7aLybMNUiOhRb14aGhtiyLgJFr4cKmML61ME0x\n6vYNjBvTiu/OaspDcdA52n7YfyMa3nwMmrnhhToyc7tzYeDDUPSVna6yINFhV604GOZAbhG92jTB\nEiwqgt7yUS/JjWWJqZ8eZuuucr75oA8AX1uz8OFlnOM2rh53HW9N7UEw1qK50w7bnRsaTRP3CwTV\nDsMo5ydupWv4IQrC+9gZmEMTd1cSXQ3IcF1BnFGfkHzUc7SqbTpCGNTpN6F8cNcqKAQ5hJtWGJHv\nNgsLR50FhFAY3C7IL/KQnBjNkLGLWfP1xTW/X0cZr5BIC1yECfOANYfrjX70MtpiyeRNHcWNwb0O\ne7D9SqV8rVK+MtpiAO/yHb/MXsq10YMYNWoU/yi4m57xI+iZMMLO33qJe40r6GXYA/SULyArF959\n0EZO7Tt+gI2HtrH16C6m/jwbun7K7fV/4OUxT7AjbgOZ2sG9rglI4mPfJDyOBO6NvgvDMBgT/oYb\nja4Mc9rosvHmd4wwMhjpaIdffmZqL+U05HFHOoeCkAS8vByKvXBHT+jaGGKjhOuUoI3C+Iu0j1Is\nmcQbaQjh1XLuuOFTpk19n4SEBEJWgCqzmCRnGlnedXitCvxmNVnetWyvWkRp6AQtkwfgd4YpMwuo\n70gj1h9mROqDpEdnUB4+xo7KeYxt9gkhiTk6xl6riluKOxP2HyM3uwFPv5jApOchtQHIXcCEd5cQ\nHxtDlMtJUtUQBvSLZcwY+wvs3B3wSySEQ5EJtxXB/EjX2Z0H762A6WPta7xm/IeMvbIvwwd15vd2\npKSa04tjyG3ropELXtPHHOQYHzle/HOSaXQrkf7UH/L5l+3Irf8jJNP/mMGnXetkHdzyMNR/DKwq\n2PKSDX/u/Ch4cmHvXKjKgdOvhcLtUN8LVbsgsTOU/QqJ3W05GisIJ2fDgYbQ8xI440EIOWHvBuh3\nMTgcEVj1Soi19cIswhSwkSbYX69hBck2f+E01xAAgvKSF9pGm6gBAFRZ5WSH99M5yn6hlijMpypl\nsJFICHFU+fxk7Wa6cySGYfBReB4uow03OO2eXcgUGnArTpJZv24dzZ1vkN5rrj3glOfBD8/AtTPs\nhilfBuWLCLWchBM3q83XKMJii+t+muPgawJcRTSXl8byyttw/Y3gDcI5EUDaJ4WwuRymRdIeb5j9\n2R4y05OxgBuSYPwrrzPuoqH07dKJD4ph3XI4PREeHmrn9ZwHVi+BGaMhOwwbgrAyAO1dsDoAnSrs\nmCxBwbpyiPsuk6aF5dQPh1m/uZiYaAd3jG3Dsw9kYCVWESRIlkw+/24ub48YxSxrODfGbMVlRDHj\n+BAuTHuNT51RXOJIJ83IJ4lWSBa/hCayJjwJkyCtHOcQbzQi0WjCkKgHMDCoZD4BdtCETzBkgn4F\ncwq4FoHhoIJ9HOITejAJgLVs5D0+4JZdM2jVEF5dANEumHxtiHFPLGbuWyPZc6CUM9rXAwxmBKFf\nVIj2hotMMtnDPrqpH6fThKJQFjmBzUQnjCSDRFyGA0n8ah6jt7MFMZFl0W06hCvTi8vhIiMjgyP+\nHbSJqQ1amOYYMwAAIABJREFUs1OH6GqcVpNetwv6dLK7LcAXa77BHwrQuXlHvtqwiOF9b2JwW1tO\nyKNqSlVMutGSx3WYR5TCteYX/MM9ltZGPR4IryXDSOFW5xlIorN1H0uMF0l3JHNYB3naeo4pjhk0\nNaJZVA3rvTCgAoadZndNn8QQ08f1DheDDRdhVfKUFjLHcS0uw0mOeYiZvsk8kzAdgGIrixWB5xkV\n8xkOw0mJdZhnvhnJIxfPpFHMaXhCVXyZ/zgV4UJKQ7mcDGaR6GzARamP0jq2JyHDpIwi+sRdTLlZ\nCKaJw3DQONpun4JAFkmuxmQ6osgiSDdgxcp4kpxOVLWErTtEx9MNbr5kEFFuNxt25RDldjBjyTLe\nvncse/aIvXlOunYwyDgN9npgnReuqQ9xTtjih6ognJ9kL9/tz4eMyEdZZZWP/MIK2re1R6fcKpiZ\nCU/brwTuLimjfcp27nUOZI5+oL4phrkv/vPBJ7a5aH3f73f/67bvkf9TOPh3ttQGDaSy96WcPlJO\nb8n0SidXST8OkmalSnlLpcpcackN0tux0txBUmWOdGyatKq9tLqLdGii5M+XfLWIlP9XsyxLy631\nWmltlCTttw7pBushlVu293C11musblc4AmjYZ5XptvAaVf1OUeHF8Eo9EP5Rv5hHdTC0XAv9T9f8\nlq2xsmSDHSa/NF7rvovEuS/Lk6YNk3K2SVWbpROvS/sulBkq0+zgFZoZuED/CH2uZlaxUJFekUcV\nqkULNOspvTr11Ou5N1tqteNUJvvRoJR0RJoTQbkVlpap3413as6Sn3W4oFhhU5qy1NLZr0pDXpdC\nYWmzRxpyXHIckl4vs8EIX1VL7fKkHiekR0ul/dU2o/+HQinXJ2XnevTZ3GztP1Qps04FjloVSg1+\noHOuv1Q7y7/XUx500twp0zL14L56WljwtD40s9QqOE8n6qAIJSlk+ZUdXq0S05b4D+igjqiXsjVI\nlVpog0TCX0vBkVLwUskqUaWOaJ/e1nqNl09FWqeNul9PaLhGafrqKrmvks5+RloTUSa4ccJi9R4z\nq6bMgCWNq5JuiuA1ditTTdRBq7VeknQykKknjzVSlndlzTnFwSN678Rg5QV2nlJ/v1Wpj2dN1dy5\nc2uvKYLYkiRTQflVpv+qWZalx8yD6hHepENWiYzgM5pnZkqSzgn9oJEh2/FfaJULc7hmWSskSavM\nZWoQQnssu74flklx+6X80Kn5+yxLk82AWoaq1D/k0ZTwat0V/la7LRsN+kr13Vrgm6ki0wZlrAm8\nqQW+8ToWtttqzPWX6x8FQ/RmdUdlBufX5Lujcol2VC5WRahI/4qVWmFNtsq12vKqnpWldZZXeSVS\n0ljpk5XSg2+8pxYXjtaU2bN03l3jVVJRi5JrfsXdevkzu+z1O6S0AdLOCBj2zZNSv71SSeS6z90n\nTf5dSIs/s5+ypefX1aYnhpfpG3OrJDssx5OeW/4acBCXJnrd8V/f/i+kwr9nKfXqQfItEH0WBHZD\nwfXQ6GzocBu0GgW7JkFFJvR+Ei77AbrcAYXboPl4OPcADNhpC4NGN4KY9L8sRwg/BRSxlkod5qh/\nBwtKXmP6ydtZYC6lF2O4nefpTRee1Rt0YigdaEO8Ecc9PMogRjKcISCDR8xNdArPJ4MUEn63Tv6Q\noz/LrSNcas4hxdGNE+HlHDPXEaIAEUSEofIn+rffTPOM26H8OEzqDmmnQbOukPMw5D0PLSbyK++x\n3/oOl9GUROflTDcSWUsyNxJDUp0u0KEtTPsMcmqFFLCABCccDtTu+9lnO1JjIqem1Uvh6VvHcs1T\nLzL2s0+5xFHBkIEmbdNg+T54eC70jIOHUuDJerApALOr4cp4yGoGW5vApHrQIR4eawMj0iA9Blqm\nx3H9qJZ0aJuIw1G7NPOZtZ9SAgy/bCQBdxFJRjMqlEtZKIdkd1OqzCLakUQ2Hj6yDp3Sri4jmpbO\nAdR3tCHAAQp5jBh6kMQYEhiOoRwI3wrWWnC9iYwUMnmVo3xJB8ZjkMh4HuRDPmXopjf59pcE7rgA\n7hsO/U+Ho3nlrNyUQ5O0WpmCN/3waRCGuiFEiKd4mVLK6EYnTIX4rvQRqs1CmkfbYcuz/RuZdLwr\nFmGaRXXBksmB0GK+9FzDh9Xn061rT9IzYsnkfVYwjmpyKGQT23iJX7gZAyeSKAznsMYzj03eH//V\nx4jNquY9HaebkUCWikkniXL8hGQhhIcQfoU5Sj6tacxRbNnlUkpoSCMOyQ7r7bMg2Qm7AqfmH2MY\n3G64udxwEUL8oC5s1nEGmdPxKMBtsU8x3fcCL3ts7k1v9x2cNLfzqXcYPpVz9RVjGZr4EqaCfO2/\nluPmVgC6Jg6la+Iwklyp/DMLSjylUlqSiweTVymhAosuRLPxoD1D+20xKC4mmoyWrVm1fSt3vzG5\nRhS3Q4sm/OO75eQUFNO9I1RUwQOTwB+AgUmwrhoezbXzuTQFHskR103fy2fzDnIou+I3ZFiNVQRg\ndR60SrbP2aYcfmYPAyIz2JXhRRy09vz1RTlMiC7/r2//Q/YfAzgoLy8HwwUN34HUyeBfA6EsaHOl\nvYHtUDYckHLaP8+sroXfAOsboBLL+QJbnEupZC9NuYik4EiePnY2LiOKl1qu5R+OpRwgm295CwPY\nzC66cwb3cAMevOzjAAM5h9FciheT7Sqhp5HKeMfpNcVtroQoB6S63UxyDedRazFTwx8TsjaQFV5M\nsrMLPrZRwULq+Y6xdv12+idvJP3YVnttpcNgm4GvMLT7itKYOByWm3vcmcT4WvHiO+spKPESH+vm\nnmu707hNLTJo2ssw/gmIqeMae74Z3HwU2tVxNcUZ8FJ9OL/Ovl7du9D09qtZO2chn1w/hi6Nkpl+\nY5CJo5ws3e3kcCEMbWgrIv+7FsRklvMCFi54gesHPU3L6HPo4LwQnNA7+TqaRXelqZHC3c4z+VIe\nTljHOMuI5ybj1BdTFG1Jpw7aTiaY08H1JjhGgZFIHguJIoU+vE8KXXiNt+nLWXzBB3Tqlc59vU6t\nW8P6caQ3SuSD5y+o2XfYgidjYLAbnDipoop5zCKBBCxMfFYFNzdcQEwkXEV+aC/NorpyTtK9AJgE\nWel/iRPmdu5M3Mjy3Ts45J5Jx4xC+vMOCTTnV56jkiOcx6dEkcj00geZV/EmZ8QM4KXGP/7Bt/J7\ne9cLk71Q4bTon5DGPa50upJAayOFGx09AHjQ0YmjqiLGcHGW2nM9A+kXAX9calzJSmMpZxg2avOu\nevCTB86M+WNZiYbBGxGJ9YDE1zqXx6wFfKat3GB0o7d7EN8FPqHUKqK+I40h0S/zfeAe1gffZd68\nQwwaNJUH4w9SooOcNHfQxNG9Jgrwb1ahIMkRAdFqxAQ8nMTCxOIYPlrg4hGSGUY1P5BOvOEgNRFu\nHQRj+sF1Z9/OjqxDDOvbl9fvuY/v16ypyXvqAzcyfsrHRLvdREfB/HfgpengdECnKHirOSyJOPEv\nrwd7/QZGn1a88sgPHDhSwSeTzuGGUbVEa6cBL26EIS1hbAZssrJZrgMsUSbjjL58G5zBQfOfAA6M\n8L+KWvv/lf3HDD4pKXUkxx3REDfojwfV6aBCGBg1f02qCVGKl90U6gvqqR4p5kGiVA4qpMT9MtmO\nFcTSmCSdzomKZD4vu5FL6j9KRvx5vBL1NUkksIN5pNOQ0dzJZVzOVQzEYRhczc3cyn1cTB/8srjM\nXM7YYCcuiW2ECye7qmFdhcX0E7DD66BLPExp04Zt9cYzT/uwzK04iSKW7hi4SeJCCE2g/6Bbad7x\nWlg/ER7eBPVagHeXzcI3DOoD5zgesy86Hibc1oc7XljGvGUHOXC0lMuHtGP00A6k1Y+jQ1u47yZ4\n+2N4OXJKihNK6yh7SGKux+DdVPvLFmAbYe6LCfDkLWOpGDmCRidy2NGwnJ3s4+7EZ2nTN531xpk8\nbd3FUc8COsVdSoqzGSYhcllPCw3AYTiwZAE6BQwBdnwbhwGFIVhYEWZpci7Pu3oTd/lo/O4iko3a\nmWqcsx5eq4z6RjRvqwOn6xdmGQ7WqppM+bjKqE/PSChkw3Cd+lI2nOCaeErZDRlA8wiaSojbuZGU\nPwlpHArZX7Pzfj7IFRe0J62+XcbqEFQJPohMhOaykAH0ZQS2P3BL9Rd0jB1K53i7jEO+X9ju+Yq7\nmizHgZNCcz/zvLfQJ/puEow04pzxBLp8y1nGUDLoSDxNWcMdtGccDqKoDhpMLRuDAyf94y7nzoYz\nyDeiOYSXh1TIGYrmLCOGUUpka9BNaydM9cFR09Yja5l4lPedHWhjxFIkD6nUzuCScFMZkd/xGtCW\nJqxWHgONbuRSRUc6sU+7Oc1oj8OAHjGw3Q+D6mjV/d6iDYPrjS5cbLRjhjYRQyzPJnxAb/cgVgd/\n4JKYG2jrGsQ9zp3sDM/m0svOICoqCsMwaEA7GrjaYRgGh5RLQzWg0DDJUiUvWbvZp2oaOprTwNGK\nPMNNmsCBn7doQGtc/IiXAcQyRPGETPhqnYehXSEuOh5wEQqHMQyDB6+6FssS78z9igeuuob2zZtw\n76ihvPPtEl6+dQwjzoEDR+GDuXDXNXBfYzgRsnUNr2oA01vCVeE4nn9/BD/+YwtfLjrCzv2lPHNP\nd+olR5MQBU3i4eEzI32YKPrShusNW0QggI8nYt/gSm7980b8d9Fu/0P2HzP45JXl85G1nJuM86nC\nxwrPI6Q4WtAv5i4qrOMUuOYRQyNacgUecjnBIiz8NKA3ZWwnnhAGJk4SCHCUaCsfy3kHhjEC4aHK\nWEJnnsdNEmEsDppTea7lSqIdsVTLwwAquJqLmFYM16RWMIpRrFdnbnUkUEQxl3MbO+nJGOI4iZcz\nT3YmOtiM5LZwIgDvn4Dja7cw7uwuDGudyxn1yhji7AU4ucw4iDf6Dg6EDxBFG1KOnoEzqRriB7B2\nbw79f/iC9NcmQ0LkKV+xAC60UTSSWK5nGOx4EYAsZzRtHrqQn647SYdW9Zn/80GWrTvGNRfZX7Aj\nL7Al/QHyApDpgacjyPQfrX20MuoxPqkx6ZGekx1cz96o7swikZY4oWFzXk9bwo/k0ZYWnE5bRlRa\n1Av8ynxjLTnBTSzhIVJiGtPA1ZoCYxdhj4M4syFnuC/jUHAFy5OacI5jMNcymmJKmXi0PTlBexBa\n7bWIihvA4wkOjn87j14Dn6Fb9NiaftAx/gLMiMxMqVHBC456tKE16UYs7y4t44shuazwvEdrV0cy\nQ5soswqZkjwPGWGOmCvZGprBNTHzMDA4GcxkScnL3NhkNoZhkK0KnjPXMrH4fBrUi2bm3GNs3F7K\njNd78uiEUiZPrM/prevTOt0enPYoQBA3b8bVfvTEK54Hjbtq7k2MM4Hz4h+001gEVcDYtNk1sv8l\nZhaj4j4hNYIwy2M57Dofr7sZrTIuJo9l9OIV4rA92T8HPufKlMdoF90DU2HeoZJdlNAYF5VYHPAm\nkhWKYyEOtkTUeC6KhllJ4ERscaTTxrBjPMTg4hFH/5q6dzbqkUQUvxLiOBb91ZnpZPMs8LOycdKV\nFFqxXyanG06uS6YubpD1e/dR7fMx5Ex7JrUpDMUWjIiCFCOWoTqbD02L21xOhkWP4YBVxB3mSt51\nnIvLcFPffS6XzT+HhoMb0TqqNR7C3KQXMWTgxc8heWhtXcSFRifOIIXmjsa0cLTkHiOJSkQ1YWKJ\np2tECLeJnDxMfZ76Ep6/EsLBtchMxOZUwjO3jKup+/1XXsXiDetr0iP7n0m0u/bq7rwalm2qvdan\nm8LSylrg6bRWsNsbzyevnYNhwKIVOew9WEb/njbgYHgryCkBWkESMbzkGMF05nEHozjbNZwBjtqZ\n9B/sN57P/zb7n3A0/Xdsbdq21UvmNzo3/Ix6h59QhVmpzb5P9G5Zbz1fnKpjwXU6oWVap1u0ROfq\npFbIq+Paq8lapgH6RRcrXytlyitTf4wPX2H5FbbMP+z/zSxLujdXuu6onb7GPKbLI/LqliydpyLd\nGXEEe0JS+mxpWmbt+Qt/2ipX6+tlmqZ8VlB9Q6/phFWukBVWUIvk15QaSZvwJ/dJezdIktatW6fc\nPg9KZqRuZliacn5NvkesVVpsPqwdXunrcmnA4T86gX9vew8XaGeRT202SBsjLOuV5kElhCbIH2HN\nm1ZYCysf0qLKR09tB1mq1HZZCsmyrFNY9n6zSuurPlRhMEuWZalKBVqmx7VTX+iYuU4/eZ7VY0UO\nPVmcogf9V6iXdb4aq73Wa5Mk6ahfmlEoHfbZ7b1gwQIFArX6M+VWjr4LjpffqtJe65BOs4bppGXT\nzF+ZVKbzH52jiwpb6sx89HDZ5Toa2qeQGdBnnov1XnUPLfLdJ49Vor3VSzX75O1689i5Kgoc1hGr\nTG+FN6tP6DOtyj+u089dqrNGLNfk9w/I5wvrs1mVatA0+5R2WGBVqpdVu6/SqtLt1hNaav1i9wGr\nSF+FxyjfsuVoTB1XtS6Vqcg5liWFvpVC00/J17QOaPfudcrMzNT/i1mWpfI6agQVpvRctfS9Xyr4\n625dY3lWQGPNI8q0AmqsYv2ogOZalXJa+1VlmZoS3qg2wX+o2gyqTahKq6w/drKF69brta9qgRI7\nQ9IddUIOhCxL/f0BFVhWjQLA++FdujS0SF+btozQtAXTdF3gGnVWJz2pCbJkHzvZ+kx3mBP1jvWl\n1lg7FDL/uUKJLyh9vFr64Gep0S12+2TccZWemDnt7xtDUvhP2mxWmf6/9s47Sqoi++Of6jR5mGEC\nMIRBECWDIqASRHIOTRAQATMmQHQRWQMmjIugrhgQJajEHoYgggKSg5KRIDmnCUwO3f3u7496MM0w\nA/jbXcbd099z3jn96lXVq1uvXt9XN8r48yIe07hge65Iz9M6hNKpVJH8q7x3764RmW7aluQa+bLH\nOCyPeXVKB6/hlV35m4o3OIhSwiDH//8oIYOD/5mdT3paGqOVk2Qy+FSW0kvGsyBgFF7y2ZE3ixkZ\nA+kZ+iXxjj4ks4mjzKESPanCg8TT16cn+6XoxB4x+EkOM9X4nTgVyj+sLclCWImb9bgZThDeXAs/\nnoHZF2ChwLjysF/y+IVMGpvinS242YWHW81+l5+CDDdcMKM9Z2bl8vqEBEpHhGCxWAjEwvtWJx28\nn/CipR19VFOy+RKb6gpyM9bgCnD2KNxyB2tXrKRJbhqXBE97foZyehdzTNaxwfiI1mosPU/DllzY\nVAXKFPHUDcPghzV/8NF36wkuFUxS3z6cyIN6oXBWMnjYmE08EQQoG4YYzM0YwqacSTwZqWXhBrkk\nsZgzfE8UbQijPiiw+SyxAEsod4Y+cuk8lFhaY4q5LFA+6A5aB72KUloc+jlfs4LVPMdLvM5oWgXc\nw4MFgbh1JtNWrbDb7azzjmeFdwxNrX/jGMm05CEqUpayKobEBVmMfiWFkW/XYljpXxAEOw6iLWWZ\nldufQ97l1LT1oG3AO2R5U/jm9ADyjWz+XnknUfbK9PfOYpkcZXZyT57otwu326Bjy7I893g1kpMN\n3no3jTKxBaLCOZJBb04xykwWuFP20o1HsWDhU97khGxihtGHSOIpo+rgYQ3Z9MdKAyzEg3EQ8oeA\nsQ6CjiDixWAJHpmIIpydOztjs3upVvMQHhZjZzA2GgKQSypZnKQ0tS5FFwftBFrKJ2pHuAVevYo4\n7CLOSTafyXk+IJmHiOZr5eYMQjSKNeRSGitbyCWDfFLJZS0naKDK0tGbwwprMI18RKhhwcFcyMwk\nJy+PoIAAalphtxdOGNph2aYUY2w27st3M9pmo41VMcRahy2e8/Tx/kgiVja4NvBKqzGMcrzAFL5B\noXhdvcHzPAC+Kq1i1Ft5bpi0Gt5eDPc1gIQ1UCEKDpw6TmZODkfOnb72pADbT8HrS6FrLeheG0qH\ngDMc4vfB1AswrQLUDYRTHqh9HCaHwOi3oG1NeLgZ3OqTfPf3c7D8EHzbU58HKDupkk4QAXjFiwUL\nqcb54gfjtUHa1aM6XB3XR/O/G/8zzCciIgKlFOPUYMZKfzZxgD2coHHgYzQOfAyAXCOdQMKJM+Xt\nReFXyeEw2XiBU5LEaG8C1SnNZGsHkjCoTSrJCAsJJzPLQu0lut2LjaCcAS1C4WYcxOPgM1MXUR87\nt2DlLXSk6WZl4c5YeMrMiBEaEkipsCBmTxx6aRy54uYwSSyQnTg5hZdVeEjE6n4afvgScrPgnt40\nSQmk4t40+GqF1pZ+/wzYHJCTzpGAVeznR06nj+aEGyaUhZsdFImsHDcvjF/CmeQMds4dzn3HFRNu\nhgALhIqDaIJ52aLnTaHINpK5PfAB4u3aMcFNCseZgIMylGOw7jR/NeTOAyMZbDUg5DltFFIMrD4W\nfwrFEB5iCA8BXAqpcxEiQq0uQcxzP0JuVhLKbhCm4mhkfZITpHMLlelPJwC8XhjQL5Tud8URZy3Q\ngKcaR2nuGEXvwG+xKhte8bAkeSytIp+jYXh/Iu0VmWLsJJN8Zlq7Ujs3ljWuipSOLJjEqCgLkZEW\nPvpHwct/AS/tCaGb6f2fTQ5hhDCQnliUhXzJIpRYblcPm7RdwEIcjovzRhbIH2B7ElQMSDpueREh\nmUC1hTp1z5Gn/kYOawhgDDYacohEtjEOL3m0ZBKGaOfXqxkZ+CJfPNixasYvwqvGRr4wficcB82t\nd1MaG8+qMszEy4eEcBNWHqYUp/DQjCDqWRqyRk7QVFUgDUhHcBd6ZuNd81jy22ae6NKJCjExLHRr\n0dvXefCymc01DWGVITQxDNpYtbjyJWtDggwbo7zreLVHV+Id8czFhYHBQQ6SSSZhhF0XnV4DJq8B\nuxVe6Qprd8KEwVCtfCWa1arH2IFPXNEmM9PD2PFHyMj0Ehlh4/5eZbn95hDaV4eHZ8K8XZD4EARZ\nYGgUTE6FLEO3fTwcPkgDWwi87YSOE7S/T+LTBX7g8/bCssOw+ih019+NvCyfsZm9vMAgyqloJmZe\nxYnUUJAXVPz1vyj+Z5jPhQsFJoOBykFzCuc6gkBL+BVlF5EtBol5aUwLyGIxWdQz0vF6d/OetQXt\nLDexS8Gz3nTaWh20xE7QeQf9dkC/SjoCwGspwsoaCq+CfZJPVRxEm9O7HTf1sRNlmjVvOgeNYyDc\n/A/bs/8kMVHhNG9c49J4Wlmqs0GNZJB3CsgArKo+EAiOQB0q5/heUIq1nrM0cadToZvpIxYaDbf3\nhKBwMo0z3K4eIsjWgH23gL2Y/6FzKZn0f3EWox++h3IxYfzkCaVdaRhiOsRNlPU8YmlMZ4ue0y25\n31LaWoXOoe+jlCKHwxziVaryFnZKYxEP5M6G7MmQvwpCnoHAIZC8Afa8DKG3QFgNKNMLDu6BOvfq\nsEdXge9XfIZxht/yv2KOaxZt7hLqRXegjLU2Da1DCCSCpxjJRF6mBlXJzxfe/zCNxYlliIi43JAh\n0hJPJPE+97DQJ/bjy/6w71blGWQzvdArw8mUy8e1clUujRsG0PCOAESEY3iYQjrLqIgdOCVnGcZr\nLGUa4YRxQY6ywniNwZal2AjCyx/kM4EQftLP1zgE+Y9BwEpQYYicIV8GY1OjUcSCsrF5x1Dsdge1\nag7HwhB+50tOsAwHYTThS5S3NGvy5zP2wkNEWstQy96YIeFvE2SJINQM2WOIwT7OUJ1yHCeFBbKV\nEfI9sRJFFFUJkdLEEER/azNOYLBN1aSUsjKPNJZTikAUxzGweawou8LiDaChKsevcprelko0FSu9\nvDkszFO4sw1iY+x0atyQ7YcOUSFGb18726GyBcr4rMueViszHfCFp8DKpZIKY4K1OectOTye8BCd\nWrfD4XBgwUI1tC5MClnzJXkgygoeAw4mwbB5OrXBmXPwWHPo2wB+2gGdboPGZjqgpNQ05v/8G0/1\n64RSiqzcLFbv3Uj7+i0Z8UQlBj61m+VrUvnjYDYP9ovjkealSclWnEyDQd/Dxz0083koEpzH4LuK\n0DcMuoVAx9MwrboOYbX1GAyaDJ8NgOAAbUzTrBJ0KzB65U7q4MWgnGmhWcveCJ2vrQiIxc98ShJe\nq/BWwof0b+Jk65FdbE/pyOCGipui9MJ8zeNlhM1KuLlAh+V7aG9VtLZYSAee5yz7Nhznk3vq0kGC\nWJJ2ggey+3BfhSA8CEPJouYnJ5k4rCYer2LEMUhoAqfP7OJcSgWqrLUSVjuMX/JggyE8FhjF0nyo\nYAWbVTFQFdgYRwaAs3LB2LOy83ju0Y6Xzn8ilxrYqaHKsdj6NNnGQkIsL2Mo06Il4F6I14utSc9O\nxGwMxhtiClXi74DgaHDnUtpalYbqcbYwHUVvQCtav1sILRpBnBmH6se1+3njydbcVU8njpl0Gkb4\nuDqF4mCwanjpPFcu0D70jUsv+wVWU5WxBF4U/mW+BioYIr4Fz244tBLSBkFQPGQfg/VpkLodLInw\nx3qw2KByPRjwFhzdCbccgTL3QVh9QNhueYdg4oikPqmygy05K6hh78qI3h9yV2RtjlmX09T6PEop\nzksKA+hMTdNH4uxZD397ttQlxjN+fC6DBzuIiNARBN41NjPUUo9gZScPN6/JbN6kHxYsHBYYl24n\naPo02jasy4otu5n/aybrP36UCFNkZRjw5OPh7JMMzpNPLoF8RCwOpcgyMljHJj5Rr1PGjBV2WH6j\ni+VTApW2znTLdgLVRNTFL3djHTi+ATPkj1emYldvYDHnP5/J1K/bH7u6mwBqsI/pBBJFG6bjJpM5\nmV+yM38dN9vqUtF2C+lhtVnvCCGNWSyStUQb1fAQSBlKsZzdhBFIRaLooupTj4qUoRaPqwZ0tN5E\nsuTwubrABCpgU4pMhKcIJBDFnO3QuK6V43tCyKsFn5yFFtG3EmDy9+zDbqImJVN5eiotmoSSny9k\n5JSjVavbLq2jX5a5GX6rhTLButGBw5n8cSiDXq3KEYPiWJIwcaliTG8IsEO2N4i01n05gINID+Qo\ng2f4Vo0CAAAYrElEQVQ9HppaLLiBvHzFuiQL5e2K8x44eRosG6FxGS2FC7TA39rBCB2YhD3H4dHW\ncODYKZ5881OWb9zPqh+PMOXH+Rz1bidNnSIkMJg6FfVH4X0P9mD4452JrxjIlBmnOXYyl9EP6LiC\nP+yG2TvBWR/iHPBNBVieCQ9HQoAVJsfC1jzo20gfczfDin3QqS6EOmBQmVR+XmnQpoXeQTeiPud9\n8kTVtjVCx+0sAv+y2K2EcL3KIXRAua3AQvP8JmAjsB+YCTiKaBMFrAAygU98yoOBRcBe4HfgHZ9r\noeiIqcuBOLOsDLAQ2I7OnvdD4XtFRUXJ3I0LpdO7/cXSr6y0ffcVafShWz5dI7Jkr8gSj1ea5+bJ\nRq9XsgxDThmGjMh3y925eVIzJ08+nv+7VG37pangE6kzR+QTH53u3EUnpMIdiy5TEq7/Y5PUHXm3\njH03VRo30/l5pmaJVD0jkm+IrMwTqZokciJP5MVNIqm5xSscffG6pMtPUlDZ43lJvN41Yoip/X9i\nvsjqrSIi8v7778uszosl52J6oIwkkYkDRFJOiNdUMM86/+RlnvLrt4l0f+baXtfFwSN7CnLkJB8V\n2b7g8gp7/ygwgPCF4RXJ9fFAz0wVmTJKZL1LZPVMkbHdRbpbRF5rLPJbH5Ft3UV29BGPN13OyXrZ\nLCPlB7lTVkl/SZVdMnDgQMnIyLjyPkUgI8OQL7/MlUcfzRTDMCTVyJU3PZvkBc8ayTRy5Adji7Tw\nvCpzjPUy0e2Rx/LypdaydRLb40mhWT8Z9NZE+WXrbin3qFumrby879NGjlR2L5VdRkEM/OPu/TLk\nfDNxm5ErvOKW3+QjOSZmY8MQyfhKJKvAS18yd4mcLYiMIEamiKdAQZ8ux+SgLLiUzyfbkybb0ucV\nS3OeoddQqpEui4w1Eu/tIs29j8rTnvdko3ev9PF+Im9558sSY4ekeDPEbVwjjYiJyRtF2n0mciZL\nxP6VyNYkkWFHRfoeEHnnhMiCc4bM/yFVXnvnlDjvPygTJ52TzEzd9/FzBSkmOnfOkDNnvZJkLpXM\nLLc07rxcsrM9l6Zo8nKRJi+JjJwmcipFpOP9A6XHoQypekKkx1mRUx5DFno8UjdHp2yomZ0nM3O8\nMuikSJujIkPPiCzOEEnPuYIM/Vy8hkxdtEH6vTRJWvV+Rxp0HiUej0fOpZ2XWesTZczs98VbxFpO\nT/fK+fOXz5dhiLT7VWSbuQxO54v0OqSjHeQXM7WHj2bLvKVJcm/3zZKWXmCRsNubIn09ay+dn/Ec\nK97gIDBcqN3+/3/8FxgcDEPnargou3oX+FBEZiilPkNnr5tYqE0u8DJQ2zx88YGIrDBDdC9TSnUQ\nkcXoZESfA8eAocAo4HXgJxGZAKCUqluoLyIjI3E26kTFqDiaVb+TjJxMbPbveeXHAViUYvvzFkaG\nWGme52aUzcoYu40PbFZe88DXGTmM+HwDUfk6FPxPJ+FgBhzV0drJyHTzyj92X3a/dX9spN3bPely\ne3sWz8tm1+/5pKUZHLdYOOmFxFyoY4eDXvh7rk4FWH0OTLgT+lQpkPcWhSgsJGNgIFhQaB6eBBKq\nP+FKBYCKBBGaNGmC+3BFjGyzcWgUhERCRhKWSP1VFueoy8m8bZSx34pNBXBnPbi5EnR7Gr56A2JK\nFzMQINebyf6slTgsQVQJtZPLBKzUIDj7OVjyLqz8HEZv0jaly1fCh/+Ehg3g1VE+neTA2VMQXxUC\nfBw9QyJgoI9fTVw1aHqfjj6e64CIH+B8AtbfHyWm1lQCLbHE0xuwIBj0cHbH4ShGieUDr1fo0CGT\n4GBYuDCUdPK50zOL+iqG76zt+JtM5UNZxCzLswQZDXnK7SHO62F25QoEvPM38j0eokuFkeUpQ2qW\nFtcMaK77zhMv/Y3NHCWbqqZPzIbcJbya2pdmgd2wKTtpHGEZw8niDLfxJHiOQcpjkL8Zyh8HTxoc\nHwunv4DbNukAt8Yk8LwOtk/IJ4PtTGQXX9Od+dSoncGWjJm8engID5WbeYnOfPGyQU5hQ3G3pQIO\n06Q4QoXRQe7miOWyKPjM9E0dfw3VUFY+/LAfvt8KC7bBsOYw85Butj0Zchww/wJ0i4cu+xWP3xrB\nB20jCC2UmeSiyO34cYP0dKFMrI8ZerCNR/tX5pmXt/HMQ1WpVzOCB++F8CDoNQ7W7INnnU5alHMw\nIhO25cMDSYrvoizMcShClN4/hgB94igWXq/B8o3HmDZ/N8Glsvh83go+GtaHsbMOUyEuCqvVSkx4\nNL3vLD4oc2io4oGHzhMbY2X4M+HUrOFAKbg9HO7aCJNqQf84yDag/l54PQwSt0H/GtC1io4B6PUK\nPQbtwGvA6gUNCA8r+Du2KDthUqAmKGOtWNQwTIJskHaVl/gviutiPkqpCkAn4C1ghNLylpZAf7PK\nFGAMhZiPiGQBa5TyiXSoy7PROyJEJF8ptQUuGWxZ0VFdDApeiXLAUp/2OwqP8aLOp2HV22hY9Taz\nHrS9Dab8CkMT4M0BFvpbLYzzeHnQaiXeohhjtzGmdBj31y5L85Z6mG3LQ4NoGGGK+sNC7dSpHk7v\nTgWyqKjQ0tSpWJM2de4lukoEO3flExAAg+3wYx70CIRMgWeDIMYCD9aCT/dA4jHoXaX4d92N8C3Z\nnMagB4HYJQ+RWRhGKjZbJ0jJBdduWHccVj7MLwvXErO6CdFUoOY/gbQzsGspnD0Az2vP9v25K9id\n/QPVg9sRbtXRraMj4INfYNFKGNxD39srBgoueYv/eO4d5p99hcpBDRla5TsyaY0igFC+gdM7YfnH\ncNcgiL0ZDh+F+wZDmViYM013OPWfMPNLnV9pylKt+bdYiue8VW7TxyX0Ac8nkLkdcg4SFlIDqHLp\naoLrA1q3anOJAYkU7cU/f76bNWs8PPWU/jP+3NjFETIYrGrwmxxguqxmtOpBNbmVbw3B5bDR0uIg\nrMrl5mC5+dCvCYzsVlAWoKzEEsBL6hYCfSy7Iiwx3BPkBCCfTDI4Ti0ewIJVG2Dkb4bQR0EFQv4x\nOPcdRHWDoGogx8DzMqhqYHGSyT52M5XKtCOSaszY+gGLLnxEB2cLqodoZ+q3vOt4y1hPXRXDMmtf\nCuN6DQ8uIskDmaba5UIOdJkMZzPh6y6QngEtqkKb6no9d42HRgbszIb7onQw2p9+hTm7IToUIsPh\n7tsuf+z9+2dx+rTB6dMG5coVMCC73cJXM45Qt0Yp6tXUosnujWDVazB3I4z92EX7tq2YGn3xmUMe\nitg/Qd/ID1Yybspmnn/wDuIqBNCgeiW63VuHw7tS6Nyu8Ddy0VBKMf790tS6/SQrV+eydWMcwcEW\nepeFmWd0PiuAgaXh2RNQJgKaloc+C2FwLZjcFqbNOs2Bwzk892QlbNbLx/+mcYiVksJeyaS6CmVz\n7rLiByMWyPs3hA65wbjenc94YCRcMimJAi6IyMWsUSeAohOyXANKqQigCzDBLPoW+B4IRKdrBfgn\nMNPMKfEz8LWInPLt57IIB5f6hrtv0keuG8SrmOyw85Ih7BRDO0Wi/7QOHU1lehuteUx3Q5gdyprP\n0+02OH4qB2fHAhJHfvcKnz/yIbUr1sQ1L5uQEEVgoIU4oKoVDnmhmg3eCYXmqfBCJGzoYDDgrfM0\n/SIHR3o+TzwUTe8ekZfFLbOjqIcdcONA6bQN1EGp/Shlg9I2iI+AcvpRtOjchJTVFQmqZHZQqixE\nxkF0pYvzS82gjuzISiDUUmCnPPJhCA6CRas08/GIl1/kCN283yFi0DntKLXTd3FTUGOGVJ6G2/I8\nQbyAhXjUhTSYOxKenKfNupOSYcgweOMlqHGrTnoy+2tImAoXUjTjqRAPcz+DccMhOBQ6DYIHR0N6\nClT20bQWhi0UIpoUecnZpQmO/J/AaE2O8rBMXmWXMZMgIrmd5/g572HmuS0kJ7gZuiSUcW3sePCy\nx5vKLlt/blYRrJN9HFb/JNjcJdSzQG6ugWGIjiPkg0CHTpfg+z93SLLIxsvrVq0XyDTS+CrjVT6L\nXkuopRRusljDK3RlJkFEgZEOqc9A7AqwxoInAw4OherfgyMOJBPcj4BtEqiK5Ko01vIybZlEMGXJ\n8qZwJG4Gj9YcR8OYZnjF4AtjO4vkILVVDAutvQhRDtwiTPEa3GVR1FTqCuYjou0HLWb5Hg+MytRr\nN1rgRBpMTIJwN1TdoxXizeJh/k4Y1w3qxmnJQPlgrcOMBGoFwe858G01SAiFdz+EvUvh9prw3nPQ\noiFYrQX379LFfhnjAXigZyV27U1nw5YUhmpjQKwWaFpdaFZDMS/Cid3u4GxyOjGRoaZrwvVBRPhy\n9g627j3Hk/3q80S/2gx+Yyprv3yOAIedM+cyuLVabJFtPV4v2w4cZMfhwzzYri1KKSpXtvP5J9Ec\nOuzmsSeTmPRZNPXDLGy+CzpvgbbR0K0UNA0B52GYXxfOZsPvyfD+JgOV7Obgr3cTG3Pl7v0WFcxa\nSeVWczddJ6Dod0AT9j9qcKCU6gycE5HNSqkWF4uLqPqnczMopWxoRvORiBwCEJELQIfLOhZZopSq\nArQ3r21VStUWkUvG70ePHiMxMRGXy0Wzli1JTEzkkUGDcLlctG7dnVmz5vLII71xuVx06NSB6TO+\nwzvoYVwuF23adcJ97Dvmzw/F5XLRtIOT1BkuEnOduFwumrfohOf8DBIT03C5XLRs14qjC/dxqNoB\nPnj5ParX6MzyZfOoXLEPLpeLsp2cjFjg4pFeun3tTk76LHTxQE8nVc7O5dcL93JytQsjrwtDh/7A\nLdU7UqXCWpxOXT+0cxdSF84l0dlXj7d7LIsSztKrp6bPGV0e196tOBNtvPHGG7QK6c20n3fTr7pu\n74yPwTVjB85IXf+uLtVYNyuKBfcvwOVyUbV7C5YlLGSYcwAX9rsYkXAH37pm0sjZikjXCu5pHcWZ\nRUep1e8lEhISWNxzDAtcafRyxuByTcdZPgfXHxE4b83C9c5onJl5uCxunHExuL6ehHPSB7gOHMc5\nYhSu2TNxvvt3XKvW47y3Ga6kSJy31cD1dQLODVtx/bIaZ6lSuIKicY78O675C3FGNMKVvg1n3964\n5s3DGZmHa99ZnA8MxvXddJw93bgW7eX4qRxmfpNO2QE2flsYQsue97DUZSWt4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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pset.show(field='vector', land=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The normalized vector field is colored by speed. To control the maximum speed value on the colorbar, set the `vmax` argument equal to the desired value." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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EDHuOXf5d9bZpPjbN52nCH9F8Uo0mWvabjrt/BaZee443dkLrTfD+EUgyPVw+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\n9cqcJZ+RH0QAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pset.show(field='vector', vmax=3.0, domain=[-30, -36, 33, 10], land=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to save the file rather than show it, we set the argument `savefile` equal to the `'path/to/save/file'`." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Plot saved to particles.png\n" ] } ], "source": [ "pset.show(field='vector', vmax=3.0, domain=[-30, -36, 33, 10], land=True, savefile='particles')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.14" } }, "nbformat": 4, "nbformat_minor": 1 }