{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Reading EMEP data with pyaerocom"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This notebook give a short intro to reading EMEP data with pyaerocom and gives an example of running an evaluation against EBAS observations.\n",
"\n",
"If you are unfamiliar with pyaerocom it is suggested to first go through the [getting started tutorial](./getting_started_setup.ipynb)."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pyaerocom as pya"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First we make sure the pyaerocom testdata is downloaded."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"! pya getsampledata"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The testdata contains EMEP data from the 2024 report, which has been regridded to reduce file size."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## File convention"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"PyAerocom understands the following file conventions for EMEP data:\n",
"- Base_hour.nc - Hourly resolution\n",
"- Base_day.nc - Daily resolution\n",
"- Base_month.nc - Monthly resolution\n",
"- Base_fullrun.nc - Yearly resolution\n",
"\n",
"It is expected that each file contains at most one year of data.\n",
"Each file can contain several variables. The mapping between EMEP and pyaerocom variable names is available in the [pyaerocom github repository](https://github.com/metno/pyaerocom/blob/master/pyaerocom/data/emep_variables.ini)."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"emep_dir = './data/testdata-minimal/modeldata/EMEP_1999/'"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['Base_month.nc']"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os; os.listdir(emep_dir)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"There are three available files. Two of them are in the file convention that PyAerocom understands, in daily and monthly resolution."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Reading conventionally named data\n",
"\n",
"We start by reading the data with the PyAerocom-friendly convention.
\n",
"Initialize reader and point it to the right folder:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ReadMscwCtm\n"
]
}
],
"source": [
"reader = pya.io.mscw_ctm.reader.ReadMscwCtm(data_id='EMEP', data_dir=emep_dir,)\n",
"print(reader)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['1999']"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"reader.years_avail"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Both files are from 2017.
\n",
"We can read one of the variables and make a basic map.
\n",
"Note that we specify the temporal resolution with ts_type, which will ensure the right file is loaded."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"pyaerocom.GriddedData: (concpm10, EMEP)\n",
""
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = reader.read_var('concpm10', ts_type='monthly')\n",
"data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Data is a GriddedData object, see more in the [getting started tutorial.](./getting_started_analysis.ipynb)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/danielh/Documents/environments/pya_dev/lib/python3.10/site-packages/iris/coords.py:1978: IrisGuessBoundsWarning: Coordinate 'longitude' is not bounded, guessing contiguous bounds.\n",
" warnings.warn(\n",
"/home/danielh/Documents/environments/pya_dev/lib/python3.10/site-packages/iris/coords.py:1978: IrisGuessBoundsWarning: Coordinate 'latitude' is not bounded, guessing contiguous bounds.\n",
" warnings.warn(\n"
]
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"data.quickplot_map(0);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Colocating data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The testdata contains both the EMEP example data and a subset of the EBAS dataset. To make sure PyAerocom knows how to use the EBAS subset, we must add it"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"pya.const.add_ungridded_obs(obs_id=\"EBASSubset\", data_dir=\"./data/testdata-minimal/obsdata/EBASMultiColumn\",reader=pya.io.ReadEbas)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We have now added an ungridded observation network with the name `EBASSubset`, which is read with the EBAS reader supplied by PyAerocom"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Load the EBAS concpm10 data."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"UngriddedData "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"data_ebas.plot_station_timeseries(\"Birkenes II\", var_name=var_name);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"e can now look at how to colocate EMEP with out EBASSubset. We start by making a `ColocatonSetup` see [the documentation](https://pyaerocom.readthedocs.io/en/latest/api.html#pyaerocom.colocation.colocation_setup.ColocationSetup) for more information"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"ColocationSetup(model_id='EMEP', obs_id='EBASSubset', obs_vars=('concpm10',), ts_type='monthly', start=Timestamp('1999-01-01 00:00:00'), stop=Timestamp('2000-01-01 00:00:00'), obs_config=None, OBS_VERT_TYPES_ALT={'Surface': 'ModelLevel', '2D': '2D'}, CRASH_ON_INVALID=False, FORBIDDEN_KEYS=['var_outlier_ranges', 'var_ref_outlier_ranges', 'remove_outliers'], filter_name='ALL-wMOUNTAINS', basedir_coldata='/home/danielh/MyPyaerocom/colocated_data', save_coldata=False, obs_name=None, obs_data_dir=None, obs_use_climatology=False, obs_cache_only=False, obs_vert_type=None, obs_ts_type_read=None, obs_filters={}, colocation_layer_limits=None, profile_layer_limits=None, read_opts_ungridded={}, model_name=None, model_data_dir='./data/testdata-minimal/modeldata/EMEP_1999/', model_read_opts={}, model_use_vars={}, model_rename_vars={}, model_add_vars={}, model_to_stp=False, model_ts_type_read='monthly', model_read_aux={}, model_use_climatology=False, gridded_reader_id={'model': 'ReadMscwCtm'}, flex_ts_type=True, min_num_obs=None, resample_how='mean', obs_remove_outliers=False, model_remove_outliers=False, obs_outlier_ranges={}, model_outlier_ranges={}, zeros_to_nan=False, harmonise_units=False, regrid_res_deg=None, colocate_time=False, reanalyse_existing=True, raise_exceptions=False, keep_data=True, add_meta={}, model_kwargs={}, main_freq='monthly', freqs=['monthly', 'yearly'])"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"colocatorsetup = pya.ColocationSetup(\n",
" model_id=\"EMEP\", obs_id=\"EBASSubset\", obs_vars='concpm10',\n",
" model_data_dir=emep_dir,\n",
" gridded_reader_id={\"model\": \"ReadMscwCtm\"},\n",
" ts_type='monthly', \n",
" model_ts_type_read='monthly',\n",
" \n",
" reanalyse_existing=True, \n",
" \n",
" start=\"1999-01-01\",\n",
" stop=\"2000-01-01\"\n",
")\n",
"\n",
"colocatorsetup"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"colocator = pya.Colocator(colocatorsetup)\n",
"colocator"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"colocator.run()\n",
"colocator.data[\"concpm10\"][\"concpm10\"].plot_scatter();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And we get a scatter plot and statistics of the colocated data.
"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 4
}