{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "dda0a523",
   "metadata": {},
   "source": [
    "# AUX_MRC_1B\n",
    "\n",
    "> Abstract: Access to auxiliary MRC product"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3827a311",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-11T10:18:55.244994Z",
     "iopub.status.busy": "2024-01-11T10:18:55.244834Z",
     "iopub.status.idle": "2024-01-11T10:18:56.082258Z",
     "shell.execute_reply": "2024-01-11T10:18:56.081778Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Python implementation: CPython\n",
      "Python version       : 3.9.7\n",
      "IPython version      : 8.0.1\n",
      "\n",
      "viresclient: 0.11.0\n",
      "pandas     : 1.4.1\n",
      "xarray     : 0.21.1\n",
      "matplotlib : 3.5.1\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%load_ext watermark\n",
    "%watermark -i -v -p viresclient,pandas,xarray,matplotlib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1b73bdf5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-11T10:18:56.085698Z",
     "iopub.status.busy": "2024-01-11T10:18:56.085430Z",
     "iopub.status.idle": "2024-01-11T10:18:56.865169Z",
     "shell.execute_reply": "2024-01-11T10:18:56.864771Z"
    }
   },
   "outputs": [],
   "source": [
    "from viresclient import AeolusRequest\n",
    "import datetime as dt\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "request = AeolusRequest()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "79036e84",
   "metadata": {},
   "source": [
    "## Product information\n",
    "\n",
    "Description of product.\n",
    "\n",
    "Documentation:\n",
    "- https://earth.esa.int/eogateway/catalog/aeolus-preliminary-hlos-horizontal-line-of-sight-wind-observations-for-rayleigh-and-mie-receivers\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1f858c6a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-11T10:18:56.867437Z",
     "iopub.status.busy": "2024-01-11T10:18:56.867141Z",
     "iopub.status.idle": "2024-01-11T10:18:58.218313Z",
     "shell.execute_reply": "2024-01-11T10:18:58.217880Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9feb2ccaa1b849d7890299592b453652",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Downloading:   0%|          |  [ Elapsed: 00:00, Remaining: ? ] (0.156MB)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "\n",
    "request.set_collection('AUX_MRC_1B')\n",
    "\n",
    "request.set_fields(fields=[\n",
    "    \"altitude\",\n",
    "    \"satellite_range\",\n",
    "    \"normalised_useful_signal\",\n",
    "    \"mie_scattering_ratio\",\n",
    "    \"lat_of_DEM_intersection\",\n",
    "    \"lon_of_DEM_intersection\",\n",
    "    \"time_freq_step\",\n",
    "    \"frequency_offset\",\n",
    "    \"frequency_valid\",\n",
    "    \"measurement_response\",\n",
    "    \"measurement_response_valid\",\n",
    "    \"measurement_error_mie_response\",\n",
    "    \"reference_pulse_response\",\n",
    "    \"reference_pulse_response_valid\",\n",
    "    \"reference_pulse_error_mie_response\",\n",
    "    \"num_measurements_usable\",\n",
    "    \"num_valid_measurements\",\n",
    "    \"num_reference_pulses_usable\",\n",
    "    \"num_mie_core_algo_fails_measurements\",\n",
    "    \"num_ground_echoes_not_detected_measurements\",\n",
    "    \"measurement_mean_sensitivity\",\n",
    "    \"measurement_zero_frequency\",\n",
    "    \"measurement_error_mie_response_std_dev\",\n",
    "    \"measurement_offset_frequency\",\n",
    "    \"reference_pulse_mean_sensitivity\",\n",
    "    \"reference_pulse_zero_frequency\",\n",
    "    \"reference_pulse_error_mie_response_std_dev\",\n",
    "    \"reference_pulse_offset_frequency\",\n",
    "    \"satisfied_min_valid_freq_steps_per_cal\",\n",
    "    \"freq_offset_data_monotonic\",\n",
    "    \"num_of_valid_frequency_steps\",\n",
    "    \"measurement_mean_sensitivity_valid\",\n",
    "    \"measurement_error_response_std_dev_valid\",\n",
    "    \"measurement_zero_frequency_response_valid\",\n",
    "    \"measurement_data_monotonic\",\n",
    "    \"reference_pulse_mean_sensitivity_valid\",\n",
    "    \"reference_pulse_error_response_std_dev_valid\",\n",
    "    \"reference_pulse_zero_frequency_response_valid\",\n",
    "    \"reference_pulse_data_monotonic\",\n",
    "    \"mie_core_measurement_FWHM\",\n",
    "    \"mie_core_measurement_amplitude\",\n",
    "    \"mie_core_measurement_offset\"\n",
    "])\n",
    "\n",
    "data = request.get_between(\n",
    "    start_time=\"2020-02-24T18:15:22Z\",\n",
    "    end_time=\"2020-02-24T18:29:46Z\",\n",
    "    filetype=\"nc\",\n",
    "    asynchronous=False\n",
    ")\n",
    "\n",
    "ds = data.as_xarray()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "47941ea8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-11T10:18:58.220290Z",
     "iopub.status.busy": "2024-01-11T10:18:58.220157Z",
     "iopub.status.idle": "2024-01-11T10:18:58.972860Z",
     "shell.execute_reply": "2024-01-11T10:18:58.972418Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AxesSubplot(0.125,0.808774;0.775x0.0712264)\n",
      "AxesSubplot(0.125,0.723302;0.775x0.0712264)\n",
      "AxesSubplot(0.125,0.63783;0.775x0.0712264)\n",
      "AxesSubplot(0.125,0.552358;0.775x0.0712264)\n",
      "AxesSubplot(0.125,0.466887;0.775x0.0712264)\n",
      "AxesSubplot(0.125,0.381415;0.775x0.0712264)\n",
      "AxesSubplot(0.125,0.295943;0.775x0.0712264)\n",
      "AxesSubplot(0.125,0.210472;0.775x0.0712264)\n",
      "AxesSubplot(0.125,0.125;0.775x0.0712264)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x2160 with 9 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams[\"figure.figsize\"] = (20,30)\n",
    "\n",
    "pars = [\n",
    "    \"lat_of_DEM_intersection\",\n",
    "    \"lon_of_DEM_intersection\",\n",
    "    \"frequency_valid\",\n",
    "    \"measurement_response\",\n",
    "    \"measurement_error_mie_response\",\n",
    "    \"reference_pulse_response\",\n",
    "    \"reference_pulse_response_valid\",\n",
    "    \"reference_pulse_error_mie_response\",\n",
    "    \"num_valid_measurements\",\n",
    "]\n",
    "fig, axs = plt.subplots(len(pars))\n",
    "\n",
    "for idx, p in enumerate(pars):\n",
    "    print(axs[idx])\n",
    "    axs[idx].plot(\n",
    "        ds.frequency_offset.values,\n",
    "        ds[p].values\n",
    "    )\n",
    "    axs[idx].scatter(\n",
    "        ds.frequency_offset.values,\n",
    "        ds[p].values\n",
    "    )\n",
    "    axs[idx].set_title(p)\n",
    "    \n"
   ]
  }
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