{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Filtering and retrievals on raw Swiss C-band data\n", "\n", "In this exercice we will load raw unfiltered Swiss C-band data during a thunderstorm event and process it to ultimately estimate the precipitation intensities. The following topics will be tackled.\n", "\n", "- Ground clutter detection\n", "- Attenuation correction\n", "- KDP estimation\n", "- Hydrometeor classification\n", "- QPE\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# Imports\n", "\n", "import numpy as np\n", "import cartopy.crs as ccrs\n", "import cartopy\n", "import matplotlib.pyplot as plt\n", "\n", "import pyart\n", "pyart.config.load_config('mch_config.py')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that you can create your own Py-ART configuration file, which defines default field names, default colormaps, limits, and much more. This is the one we use at MeteoSwiss. You can then either load it at startup in your python code or define the environment variable PYART_CONFIG to point to your file in your work environment." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reading the data\n", "\n", "Let's start by loading our radar file which is of the standard CFRadial type. It corresponds to the third sweep of the operational radar scans, which is a PPI at 1° elevation. It contains raw radar data (before pre-processing) at a resolution of 83 m. We then add the temperature obtained from the COSMO NWP model to our radar object (note that this temperature was previously interpolated from the model grid to the radar polar grid). Note that the freezing level is quite high in this example (around 4200 m.)." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# Open radar file\n", "file_radar = './data/exercice1_swiss_thunderstorm/MHL2217907250U.003.nc'\n", "radar = pyart.io.read_cfradial(file_radar)\n", "\n", "# Add temperature\n", "temp = pyart.io.read_cfradial('./data/exercice1_swiss_thunderstorm/20220628073500_savevol_COSMO_LOOKUP_TEMP.nc')\n", "radar.add_field('temperature', temp.fields['temperature'])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Ground-clutter and noise removal\n", "\n", "Py-ART uses gatefilters which are a kind of mask to filter out problematic measurements. Most processing routines can take a gatefilter as input and will ignore pixels that were filtered out. \n", "\n", "Here we create a gate __[filter](https://arm-doe.github.io/pyart/API/generated/pyart.filters.moment_and_texture_based_gate_filter.html)__ based on the radar moments and their texture to filter out noise and ground clutter. Since we are interested in a strong thunderstorm we also extend this filter to remove all measurements with a SNR ratio of less than 10 dB.\n", "\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "gtfilter = pyart.filters.moment_and_texture_based_gate_filter(radar)\n", "gtfilter.exclude_below('signal_to_noise_ratio', 10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's compare visually the reflectivity before and after filtering. Note that the plot function of Py-ART take a gatefilter as input. " ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,2, figsize=(10,6), sharex= True, sharey=True)\n", "display = pyart.graph.RadarDisplay(radar)\n", "display.plot_ppi('reflectivity', 0, vmin=0, vmax=60., ax = ax[0], colorbar_label = 'Raw')\n", "display.plot_ppi('reflectivity', 0, vmin=0, vmax=60., gatefilter = gtfilter, \n", " ax = ax[1], colorbar_label = 'Filtered')\n", "ax[0].set_xlim([-50,50])\n", "ax[0].set_ylim([-50,50])\n", "ax[0].set_aspect('equal', 'box')\n", "ax[1].set_aspect('equal', 'box')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here it is clear that most ground clutter (mostly north west and east of the radar), as well as noise have been filtered out." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Attenuation correction\n", "\n", "We can expect strong attenuation behind a thunderstorm like this. So it is a good idea to try to correct for it. Knowledge of the specific attenuation can also be very insightful." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "out = pyart.correct.calculate_attenuation_zphi(radar, fzl = 4200,\n", " gatefilter=gtfilter,\n", " phidp_field = 'uncorrected_differential_phase',\n", " temp_field = 'temperature',\n", " temp_ref = 'temperature')\n", "spec_at, pia, cor_z, spec_diff_at, pida, cor_zdr = out\n", "radar.add_field('corrected_reflectivity', cor_z)\n", "radar.add_field('corrected_differential_reflectivity', cor_zdr)\n", "radar.add_field('specific_attenuation', spec_at)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we use the Z-PHI method, which uses the relation between differential phase shift and specific attenuation. However it works only in the liquid phase. So you need to provide it either with a fixed freezing level height, a field of freezing level heights or a field of temperature. Here we provide the later.\n", "\n", "This method provides us with 5 output variables\n", "- specific attenuation dB/km\n", "- path integrated attenuation dB\n", "- corrected reflectivity dBZ\n", "- differential specific attenuation dB\n", "- path integrated differential attenuation dB\n", "- corrected differential reflectivity (ZDR) dB\n", "\n", "We will now plot the specific attenuation as well as the raw and corrected reflectivities." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,3, figsize=(16,6), sharex= True, sharey=True)\n", "display = pyart.graph.RadarDisplay(radar)\n", "display.plot_ppi('specific_attenuation', 0, vmin=0, vmax=1.5, gatefilter = gtfilter,\n", " ax = ax[0])\n", "display.plot_ppi('reflectivity', 0, vmin=0, vmax=60., ax = ax[1], gatefilter = gtfilter,\n", " colorbar_label = 'ZH with attenuation [dBZ]')\n", "display.plot_ppi('corrected_reflectivity', 0, vmin=0, vmax=60., gatefilter = gtfilter,\n", " ax = ax[2], colorbar_label = 'ZH attenuation corrected [dBZ]')\n", "ax[0].set_xlim([-50,50])\n", "ax[0].set_ylim([-50,50])\n", "ax[0].set_aspect('equal', 'box')\n", "ax[1].set_aspect('equal', 'box')\n", "ax[2].set_aspect('equal', 'box')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can clearly observe a strong specific attenuation within the thunderstorm as well as a significant difference in reflectivity before/after correction behind the thunderstorm to the west." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## KDP estimation\n", "\n", "Another very interesting radar variable is the specific differential phase shift KDP. Large KDP indicates the presence of large oblate drops and is linked to very strong precipitation. KDP is also needed for the hydrometeor classification algorithm. However KDP is not measured directly and needs to be estimated numerically from the raw differential phase shift (PHIDP). Py-ART provides three different retrieval methods. We will use the method by __[Maesaka et al. (2012)](https://arm-doe.github.io/pyart/API/generated/pyart.retrieve.kdp_maesaka.html)__ which is fast and robust but assumes KDP to be positive and is therefore limited to rainfall below the melting layer and/or warm clouds. " ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/store/msrad/utils/anaconda3-wolfensb/envs/rainforest_tests/lib/python3.10/site-packages/numpy/core/fromnumeric.py:784: UserWarning: Warning: 'partition' will ignore the 'mask' of the MaskedArray.\n", " a.partition(kth, axis=axis, kind=kind, order=order)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kdp, _, _ = pyart.retrieve.kdp_maesaka(radar, gatefilter = gtfilter,\n", " psidp_field = 'uncorrected_differential_phase')\n", "radar.add_field('specific_differential_phase', kdp)\n", "\n", "fig, ax = plt.subplots(1,1, figsize=(6,6))\n", "display = pyart.graph.RadarDisplay(radar)\n", "display.plot_ppi('specific_differential_phase', 0, vmin = 0, vmax = 10,\n", " ax = ax, gatefilter = gtfilter)\n", "\n", "ax.set_xlim([-50,50])\n", "ax.set_ylim([-50,50])\n", "ax.set_aspect('equal', 'box')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A look at the KDP field shows clusters of very large KDP (> 5 °/km) at the center of the thunderstorm." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hydrometeor classification\n", "\n", "The hydrometeor classification algorithm in Py-ART by __[Besic et al. (2016)](https://arm-doe.github.io/pyart/API/generated/pyart.retrieve.kdp_maesaka.html)__ uses ZH, ZDR, RHOHV, KDP and the temperature to classify hydrometeors into one of 8 classes:\n", "- Ice hail, high density Graupel\n", "- Melting hail\n", "- Wet snow\n", "- Vertically oriented ice\n", "- Rain\n", "- Rimed particles\n", "- Light rain\n", "- Crystals\n", "- Aggregates\n", "\n", "This algorithm requires centroids of polarimetric variables for the different hydrometeor classes. Below we provide it with centroids specifically suited for the radar of Monte Lema. If left empty, the algorithm will use default centroids at the right frequency band (X, C or S).\n" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "centroids = np.array([[13.8231,0.2514,0.0644,0.9861,1380.6],\n", "[3.0239,0.1971,0.,0.9661,1464.1],\n", "[4.9447,0.1142,0.,0.9787,-974.7],\n", "[34.2450,0.5540,0.1459,0.9937,945.3],\n", "[40.9432,1.0110,0.5141,0.9928,-993.5],\n", "[3.5202,-0.3498,0.,0.9746,843.2],\n", "[32.5287,0.9751,0.2640,0.9804,-55.5],\n", "[52.6547,2.7054,2.5101,0.9765,-1114.6],\n", "[46.4998,0.1978,0.6431,0.9845,1010.1]])\n", "\n", "\n", "hydro = pyart.retrieve.hydroclass_semisupervised(radar, mass_centers = centroids,\n", " refl_field = 'corrected_reflectivity',\n", " zdr_field = 'corrected_differential_reflectivity',\n", " kdp_field = 'specific_differential_phase',\n", " rhv_field = 'uncorrected_cross_correlation_ratio',\n", " temp_field = 'temperature')\n", "\n", "radar.add_field('radar_echo_classification', hydro['hydro'])\n", "\n", "fig, ax = plt.subplots(1,1, figsize=(6,6))\n", "display = pyart.graph.RadarDisplay(radar)\n", "import matplotlib as mpl\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", "cax = display.plot_ppi('radar_echo_classification', 0, ax = ax, gatefilter = gtfilter,\n", " norm = norm, ticks = ticks, ticklabs = labels)\n", "\n", "ax.set_xlim([-50,50])\n", "ax.set_ylim([-50,50])\n", "ax.set_aspect('equal', 'box')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the plotting commands are slightly more complicated due to the categorical colormap.\n", "\n", "A look at the hydrometeor classification reveals the presence of wet hail in the center of the thunderstorm surrounded by rain and by light rain. A few isolated pixels (unfiltered ground clutter) are also classified as hail. \n", "There was indeed intense hail at the ground on that day." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## QPE\n", "\n", "Py-ART provides several QPE algorithms but the most refined relies on the hydrometeor classification and uses different relations between radar variables and precipitation intensities within the different hydrometeor classes." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "qpe = pyart.retrieve.est_rain_rate_hydro(radar, refl_field = 'corrected_reflectivity',\n", " hydro_field = 'radar_echo_classification',\n", " a_field = 'specific_attenuation',\n", " thresh=40)\n", "\n", "radar.add_field('radar_estimated_rain_rate', qpe)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will now plot the precipitation intensity on a Cartopy map and add some spatial features (land borders) using __[RadarMapDisplay](https://arm-doe.github.io/pyart/API/generated/pyart.graph.GridMapDisplay.html)__" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/users/wolfensb/pyrad/src/pyart/pyart/graph/radarmapdisplay.py:287: UserWarning: No projection was defined for the axes. Overridding defined axes and using default axes with projection Lambert Conformal.\n", " warnings.warn(\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lon_bnds = [8.2, 9.5]\n", "lat_bnds = [45.5, 46.5]\n", "\n", "display = pyart.graph.RadarMapDisplay(radar)\n", "\n", "fig = plt.figure(figsize=(8,8))\n", "display.plot_ppi_map('radar_estimated_rain_rate', 0, vmin=0, vmax=120.,\n", " colorbar_label='', title='Precipitation intensity [mm/h]', gatefilter = gtfilter,\n", " min_lon = lon_bnds[0], max_lon = lon_bnds[1],mask_outside = True,\n", " min_lat = lat_bnds[0], max_lat = lat_bnds[1],\n", " lon_lines=np.arange(lon_bnds[0], lon_bnds[1], .2), resolution='10m',\n", " lat_lines=np.arange(lat_bnds[0], lat_bnds[1], .2),\n", " lat_0=radar.latitude['data'][0],\n", " lon_0=radar.longitude['data'][0], embellish=True)\n", "\n", "states_provinces = cartopy.feature.NaturalEarthFeature(\n", " category='cultural',\n", " name='admin_0_countries',\n", " scale='10m',\n", " facecolor='none')\n", "lakes = cartopy.feature.NaturalEarthFeature(\n", " category='physical',\n", " name='lakes',\n", " scale='10m',\n", " facecolor='blue')\n", "rivers = cartopy.feature.NaturalEarthFeature(\n", " category='physical',\n", " name='rivers',\n", " scale='10m',\n", " facecolor='blue')\n", "display.ax.add_feature(states_provinces, edgecolor='gray')\n", "display.ax.add_feature(lakes, edgecolor='blue', alpha = 0.25)\n", "display.ax.add_feature(cartopy.feature.RIVERS)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that we didn't estimate precipitation intensity at the ground but only aloft. Within the thunderstorm precipitation intensity is extremely high. This is likely too high because QPE in wet hail is very uncertain. However, even the operational QPE algorithm at MeteoSwiss estimated precipitation intensities at the ground close to 120 mm/h. " ] } ], "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": "3.10.0" } }, "nbformat": 4, "nbformat_minor": 4 }