{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Reading MeteoSwiss Metranet data with Py-ART #" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this example, we will show how to read some of the MeteoSwiss Metranet products using Py-ART\n", "\n", "Metranet is a binary format developped by the company ELDES and it is used for all MeteoSwiss radar products (Cartesian and Polar), however the format varies depending on the file type. The radar moments are stored in digital numbers (DN), using either one or two bytes. A conversion is then required to transform DN to physical units (dBZ or others)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " ## Reading Polar data ##\n", "\n", " ### Low-res data (MLx files) ###\n", "\n", "We will start by reading a polar radar file from Lema at the standard 500 m resolution. The file correspond to sweep number 10 (elevation = 7.5°)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/store/msrad/utils/anaconda3-wolfensb/envs/rainforest_tests/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "## You are using the Python ARM Radar Toolkit (Py-ART), an open source\n", "## library for working with weather radar data. Py-ART is partly\n", "## supported by the U.S. Department of Energy as part of the Atmospheric\n", "## Radiation Measurement (ARM) Climate Research Facility, an Office of\n", "## Science user facility.\n", "##\n", "## If you use this software to prepare a publication, please cite:\n", "##\n", "## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119\n", "\n" ] } ], "source": [ "import pyart\n", "\n", "data_dir = '/scratch/wolfensb/pyrad_courses/mch_jan_2024/data/'\n", "file = data_dir + 'MLL2217907250U.010'\n", "\n", "radar = pyart.aux_io.read_metranet(file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The output of the *read_metranet* command is a Py-ART radar object, that contains all available radar fields. The names are remapped to the Py-ART standard names. The conversion can be found [in this table](https://meteoswiss.github.io/pyrad/overview/list_variables.html#metranet-swiss-radars-to-pyrad)\n", "\n", "\n", "| fieldname MCH | fieldname Py-ART |\n", "|---------------|-------------------------------------|\n", "| ZH | reflectivity |\n", "| ZV | reflectivity_vv |\n", "| ZDR | differential_reflectivity |\n", "| RHO | uncorrected_cross_correlation_ratio |\n", "| PHI | uncorrected_differential_phase |\n", "| VEL | velocity |\n", "| WID | spectrum_width |\n", "| CLT | clutter_exit_code |\n", "| ST1 | stat_test_lag1 |\n", "| ST2 | stat_test_lag2 |\n", "| WBN | wide_band_noise |\n", "| MPH | mean_phase |" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The [*read_metranet*](https://meteoswiss.github.io/pyart/API/generated/generated/pyart.aux_io.read_metranet.html) command is a high-level command that always reads fields in physical values. It cannot be used to read digital numbers (DN). \n", "\n", "The fields in the Py-ART object are masked arrays, and for reflectivity Py-ART masks both gates with DN = 0 (clutter-filtered) and DN = 1 (dry). " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is however possible to separate dry from clutter-filtered pixels by reading the data \"below\" the mask. In Py-ART, clutter-filtered pixels have values of NaN and dry pixels have values of -31.5 dBZ. In the following we show how we can discriminate them by using the .data attribute of the numpy masked array" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Clutter-filtered gates')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "plt.figure()\n", "plt.imshow(radar.get_field(0, 'reflectivity')); plt.colorbar(label = 'Reflectivity [dBZ]')\n", "plt.figure()\n", "plt.imshow(radar.get_field(0, 'reflectivity').data == -31.5, cmap=plt.cm.Grays); plt.colorbar()\n", "plt.title('Dry gates')\n", "plt.figure()\n", "plt.imshow(np.isnan(radar.get_field(0, 'reflectivity').data), cmap=plt.cm.Grays); plt.colorbar()\n", "plt.title('Clutter-filtered gates')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is also possible to use a low-level command to read the metranet polar files. This command is called [*read_file_c*](https://meteoswiss.github.io/pyart/API/generated/pyart.aux_io.read_file_c.html) or [*read_file_py*](https://meteoswiss.github.io/pyart/API/generated/pyart.aux_io.read_file_py.html). The first is a version that relies on the C binaries (so files) from [Marco Boscacci's library](https://service.meteoswiss.ch/git/wod/py-radlib/), the second is a python only version, that will work anywhere, but is more prone to crashes than the C-version.\n", "\n", "This command reads a single-moment at a time, either in DN or in physical units." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0 0 1 ... 1 1 1]\n", " [0 0 0 ... 1 1 1]\n", " [0 1 0 ... 1 1 1]\n", " ...\n", " [0 0 2 ... 1 1 1]\n", " [0 0 1 ... 1 1 1]\n", " [0 0 0 ... 1 1 1]]\n", "[[ nan nan -31.5 ... -31.5 -31.5 -31.5]\n", " [ nan nan nan ... -31.5 -31.5 -31.5]\n", " [ nan -31.5 nan ... -31.5 -31.5 -31.5]\n", " ...\n", " [ nan nan -31. ... -31.5 -31.5 -31.5]\n", " [ nan nan -31.5 ... -31.5 -31.5 -31.5]\n", " [ nan nan nan ... -31.5 -31.5 -31.5]]\n" ] } ], "source": [ "zh_DN = pyart.aux_io.read_file_c(file, moment = 'ZH')\n", "print(zh_DN.data)\n", "\n", "zh = pyart.aux_io.read_file_c(file, moment = 'ZH', physic_value=True)\n", "print(zh.data)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here again, in DN, clutter = 0, dry = 1. In physical units, clutter = nan, dry = -31.5" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### High-res data (MHx files) ###\n", "\n", "High-resolution polar data (MHA, MHD, MHL, MHP, MHW files) can be read in the same fashion." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "file_HR = data_dir + 'MHL2217907250U.010'\n", "\n", "radar = pyart.aux_io.read_metranet(file_HR)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " However, the meaning of DN 0 and 1 is different for high-resolution files. DN = 0 corresponds to NaN in physical values and corresponds to dry pixels. DN = 1 corresponds to reflectivity = -31 dBZ (no special meaning). " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Dry gates')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.imshow(np.isnan(radar.get_field(0, 'reflectivity').data), cmap=plt.cm.Grays); plt.colorbar()\n", "plt.title('Dry gates')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Reading other polar products ###\n", "\n", "Other derived polar products include hydrometeor classification files (YMx) and dealiased velocity files (DVx). They must be read with the *read_file_c* or *read_file_py* functions." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "py_decoder DBG verb=0\n", "py_decoder DBG verbl=0\n", "py_decoder DBG verb=0\n", "py_decoder DBG verbl=0\n", "[[ 0 0 0 ... 0 0 0]\n", " [ 0 0 0 ... 0 0 0]\n", " [ 0 0 0 ... 0 0 0]\n", " ...\n", " [ 0 0 75 ... 0 0 0]\n", " [ 0 0 0 ... 0 0 0]\n", " [ 0 0 0 ... 0 0 0]]\n", "[[nan nan nan ... nan nan nan]\n", " [nan nan nan ... nan nan nan]\n", " [nan nan nan ... nan nan nan]\n", " ...\n", " [nan nan nan ... nan nan nan]\n", " [nan nan nan ... nan nan nan]\n", " [nan nan nan ... nan nan nan]]\n" ] } ], "source": [ "hydro = pyart.aux_io.read_file_c(data_dir + 'YML2217907257L.810', physic_value=False)\n", "dealV = pyart.aux_io.read_file_c(data_dir + 'DVL2217907257L.810', physic_value=True)\n", "print(hydro.data)\n", "print(dealV.data)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The hydrometeor classification of MeteoSwiss has values of 25, 50, ..., 200 and does not correspond to the Py-ART mapping, which goes up to 9.\n", "Pyrad provides a mapping function [map_hydro](https://meteoswiss.github.io/pyrad/API/generated/pyrad.io.map_hydro.html)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Welcome to PyDDA 1.3.1\n", "Detecting Jax...\n", "Jax is not installed on your system, unable to use Jax engine.\n", "Detecting TensorFlow...\n", "Unable to load both TensorFlow and tensorflow-probability. TensorFlow engine disabled.\n", "No module named 'tensorflow'\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/users/wolfensb/pyrad/src/pyrad_proc/pyrad/flow/flow_aux.py:52: UserWarning: Memory profiler not available\n", " warn('Memory profiler not available')\n", "/store/msrad/utils/anaconda3-wolfensb/envs/rainforest_tests/lib/python3.10/site-packages/bokeh/core/property/primitive.py:37: DeprecationWarning: `np.bool8` is a deprecated alias for `np.bool_`. (Deprecated NumPy 1.24)\n", " bokeh_bool_types += (np.bool8,)\n" ] }, { "data": { "text/plain": [ "[Text(1, 0, 'NC'),\n", " Text(1, 1, 'AG'),\n", " Text(1, 2, 'CR'),\n", " Text(1, 3, 'LR'),\n", " Text(1, 4, 'RP'),\n", " Text(1, 5, 'RN'),\n", " Text(1, 6, 'VI'),\n", " Text(1, 7, 'WS'),\n", " Text(1, 8, 'MH'),\n", " Text(1, 9, 'IH/HDG')]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pyrad.io.io_aux import map_hydro\n", "import matplotlib as mpl\n", "%matplotlib inline\n", "\n", "hydro_remapped = map_hydro(hydro.data)\n", "\n", "labels = ['NC','AG', 'CR', 'LR', 'RP', 'RN', 'VI', 'WS', 'MH', 'IH/HDG']\n", "ticks = np.arange(len(labels))\n", "boundaries = np.arange(-0.5, len(labels) )\n", "norm = mpl.colors.BoundaryNorm(boundaries, 256)\n", "\n", "plt.figure()\n", "plt.pcolormesh(hydro_remapped, norm = norm, cmap = 'pyart_LangRainbow12')\n", "cmap = plt.colorbar(label='HYDRO', ticks = ticks)\n", "cmap.ax.set_yticklabels(labels)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reading Cartesian products ##\n", "\n", "Cartesian products in Metranet format at MeteoSwiss include for example QPE files (RZC), POH files (BZC) as well as MESHS files (MZC). They can be read with the [*read_cartesian_metranet*](https://meteoswiss.github.io/pyart/API/generated/generated/pyart.aux_io.read_cartesian_metranet.html) function, which outputs a Py-ART grid object." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "py_decoder DBG verb=0\n", "py_decoder DBG verbl=0\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "grid = pyart.aux_io.read_cartesian_metranet(data_dir + 'RZC221790725VL.801')\n", "\n", "ticks = [0., 0.4, 0.63, 1., 1.6, 2.5, 4.0, 6.3, 10., 16., 25.,\n", " 40., 63., 100., 160., 250.]\n", "boundaries = [0., 0.4, 0.63, 1., 1.6, 2.5, 4.0, 6.3, 10., 16., 25.,\n", " 40., 63., 100., 160., 250., 500.]\n", "norm = mpl.colors.BoundaryNorm(boundaries, 256)\n", "\n", "plt.figure()\n", "plt.pcolormesh(grid.fields['radar_estimated_rain_rate']['data'][0], norm=norm, cmap = 'pyart_RRate11'); plt.colorbar()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here again low-level commands to read these Cartesian files are *read_file_c* or *read_file_py*.\n", "\n", " *read_file* is actually a wrapper that will call the function [*read_product*](https://github.com/MeteoSwiss/pyart/blob/master/pyart/aux_io/metranet_c.py#L819) if the file contains Cartesian data or [*read_polar*](https://github.com/MeteoSwiss/pyart/blob/master/pyart/aux_io/metranet_c.py#L554) if the file contains polar data. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "py_decoder DBG verb=0\n", "py_decoder DBG verbl=0\n", "[[255 255 255 ... 255 255 255]\n", " [255 255 255 ... 255 255 255]\n", " [255 255 255 ... 255 255 255]\n", " ...\n", " [255 255 255 ... 255 255 255]\n", " [255 255 255 ... 255 255 255]\n", " [255 255 255 ... 255 255 255]]\n", "py_decoder DBG verb=0\n", "py_decoder DBG verbl=0\n", "[[nan nan nan ... nan nan nan]\n", " [nan nan nan ... nan nan nan]\n", " [nan nan nan ... nan nan nan]\n", " ...\n", " [nan nan nan ... nan nan nan]\n", " [nan nan nan ... nan nan nan]\n", " [nan nan nan ... nan nan nan]]\n" ] } ], "source": [ "qpe_data_DN = pyart.aux_io.read_file_c(data_dir + 'RZC221790725VL.801')\n", "print(qpe_data_DN.data)\n", "\n", "qpe_data = pyart.aux_io.read_file_c(data_dir + 'RZC221790725VL.801', physic_value=True)\n", "print(qpe_data.data)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following table summarizes all use cases\n", "\n", "| | Polar radar moments (MHx and MLx) | Derived polar products (DVx, YMx) | Cartesian products (RZC, BZC, EZC, etc) |\n", "|------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n", "| High-level | [*read_metranet*](https://meteoswiss.github.io/pyart/API/generated/generated/pyart.aux_io.read_metranet.html) | None | [*read_cartesian_metranet*](https://meteoswiss.github.io/pyart/API/generated/generated/pyart.aux_io.read_cartesian_metranet.html) |\n", "| Low-level | [*read_file_py*](https://meteoswiss.github.io/pyart/API/generated/pyart.aux_io.read_file_py.html) or [*read_file_c*](https://meteoswiss.github.io/pyart/API/generated/pyart.aux_io.read_file_c.html) |[*read_file_py*](https://meteoswiss.github.io/pyart/API/generated/pyart.aux_io.read_file_py.html) or [*read_file_c*](https://meteoswiss.github.io/pyart/API/generated/pyart.aux_io.read_file_c.html) | [*read_file_py*](https://meteoswiss.github.io/pyart/API/generated/pyart.aux_io.read_file_py.html) or [*read_file_c*](https://meteoswiss.github.io/pyart/API/generated/pyart.aux_io.read_file_c.html) |\n", "\n", "High-level implies that all content is read and the output is a Py-ART object (Radar or Grid) and low-level implies that only a single variable is read and the output is an object unrelated to Py-ART (and unusable by any Py-ART routine)." ] } ], "metadata": { "kernelspec": { "display_name": "rainforest_tests", "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": "3.10.0" } }, "nbformat": 4, "nbformat_minor": 2 }