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HALO processing
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Authored by
Lukas Kluft
Preliminary processing of BAHAMAS, radar and radiometer data.
halo_processing.ipynb 197.22 KiB
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "ee1b17f6-64b6-4354-accb-00b39aa66289",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import xarray as xr\n",
"\n",
"\n",
"def pp_bahamas(ds):\n",
" \"\"\"Pre-processing of BAHAMAS datasets.\"\"\"\n",
" # Fix time coordinate\n",
" ds = ds.rename({\"tid\": \"time\", \"TIME\": \"time\"}).set_index(time=\"time\")\n",
"\n",
" # Add length of line-of-sight in m\n",
" ds[\"LOS\"] = ds.IRS_ALT / np.cos(np.radians(ds.IRS_THE)) / np.cos(np.radians(ds.IRS_PHI))\n",
"\n",
" return ds\n",
"\n",
"\n",
"def pp_radar(ds):\n",
" \"\"\"Pre-processing of Radar datasets.\"\"\"\n",
" # Fix time coordinate\n",
" datetime = np.datetime64(\"1970-01-01\", \"ns\")\n",
" datetime += ds.time.values * np.timedelta64(1, \"s\")\n",
" datetime += ds.microsec.values * np.timedelta64(1, \"us\")\n",
"\n",
" ds[\"time\"] = datetime\n",
" ds = ds.drop_vars(\"microsec\")\n",
"\n",
" # Add reflectivity in dB\n",
" ds = ds.assign(dBZg=lambda dx: 10 * np.log10(dx.Zg))\n",
" \n",
" return ds\n",
"\n",
"\n",
"def pp_radiometer(ds):\n",
" return ds.rename(\n",
" number_frequencies=\"frequency\",\n",
" ).set_index(\n",
" frequency=\"frequencies\",\n",
" ).coarsen(\n",
" time=4,\n",
" boundary=\"pad\",\n",
" ).mean(\n",
" \"time\"\n",
" )\n",
"\n",
"\n",
"def correct_radar_height(ds_radar, ds_bahamas):\n",
" \"\"\"Correct radar range gates with HALO flight altitude.\"\"\"\n",
" flight_altitude = ds_bahamas.sel(time=ds_radar.time, method=\"nearest\").LOS\n",
" flight_altitude[\"time\"] = ds_radar.time\n",
" \n",
" ds_height = ds_radar.sel(range=flight_altitude - ds_radar.range, method=\"nearest\")\n",
" ds_height[\"range\"] = ds_radar.range\n",
"\n",
" return ds_height"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "a80577c9-a25d-47aa-96da-513967357376",
"metadata": {},
"outputs": [],
"source": [
"bahamas = xr.open_dataset(\"/work/mh0010/EUREC4A/HALO/20200218/BAHAMAS/EUREC4A_HALO_BAHAMAS-QL-10Hz_20200218a.nc\").pipe(pp_bahamas)\n",
"radar = xr.open_dataset(\"/work/mh0010/EUREC4A/HALO/20200218/Radar/20200218_1013_uncalib_prelim.nc\").pipe(pp_radar)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "771630dc-e927-43a6-a41d-771629f404bc",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0, 0.5, 'Height / m')"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
"<Figure size 1000x400 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ds_height = correct_radar_height(radar, bahamas).sel(time=slice(\"2020-02-18 11:20\", \"2020-02-18 11:50\"))\n",
"\n",
"fig, ax = plt.subplots(figsize=(10, 4), constrained_layout=True)\n",
"sm = ax.pcolormesh(\n",
" ds_height.time,\n",
" ds_height.range,\n",
" ds_height.dBZg.where(ds_height.dBZg > -25).T,\n",
" cmap=\"turbo\",\n",
" vmin=-25,\n",
" vmax=25,\n",
")\n",
"cb = fig.colorbar(sm, label=\"Reflectivity / dBz\")\n",
"ax.set_ylim(0, 5_000)\n",
"ax.set_ylabel(\"Height / m\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "d601d449-35cb-485c-8cbd-d6304e066d26",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x7fff506addb0>,\n",
" <matplotlib.lines.Line2D at 0x7fff506adff0>,\n",
" <matplotlib.lines.Line2D at 0x7fff506ae020>,\n",
" <matplotlib.lines.Line2D at 0x7fff506adf60>,\n",
" <matplotlib.lines.Line2D at 0x7fff506ade40>,\n",
" <matplotlib.lines.Line2D at 0x7fff506ae110>]"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"radiometer = xr.open_mfdataset(\"/work/mh0010/EUREC4A/HALO/20200218/radiometer/183/200218.BRT.NC\").pipe(pp_radiometer)\n",
"radiometer.TBs.plot.line(x=\"time\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "0 Python 3 (based on the module python3/unstable",
"language": "python",
"name": "python3_unstable"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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