{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c2603451",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import netCDF4 as nc\n",
    "import datetime as datetime\n",
    "from matplotlib import dates\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c072e72d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/cbrun/Documents/PROJETS/GC2014/DATA_GC2015\n"
     ]
    }
   ],
   "source": [
    "from pathlib import Path\n",
    "print(Path.cwd())\n",
    "Path = Path.cwd()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9b36023f",
   "metadata": {},
   "outputs": [],
   "source": [
    "lDIR='DATA_NC'\n",
    "file1=\"csat_2015_04_11_0000\"\n",
    "file1=\"csat_2015_04_12_0000\"\n",
    "file1=\"csat_2015_04_13_0000\"\n",
    "file1=\"csat_2015_04_14_0000\"\n",
    "file1=\"csat_2015_04_15_0000\"\n",
    "file1=\"csat_2015_04_16_0000\"\n",
    "file1=\"csat_2015_04_17_0000\"\n",
    "file1=\"csat_2015_04_18_0000\"\n",
    "file1=\"csat_2015_04_19_0000\" # il y a des NAN non traités\n",
    "file1=\"csat_2015_04_20_0000\"\n",
    "file1=\"csat_2015_04_21_0000\"\n",
    "file1=\"csat_2015_04_22_0000\"\n",
    "file1=\"csat_2015_04_10_0000\"\n",
    "file1=\"csat_2015_04_10_0942\"\n",
    "file1=\"csat_2015_04_09_0000\"\n",
    "file1=\"csat_2015_04_08_0000\"\n",
    "file_path = file1+\".nc\"\n",
    "Path=Path/lDIR/file_path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e05672cd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'netCDF4._netCDF4.Dataset'>\n",
      "root group (NETCDF4 data model, file format HDF5):\n",
      "    dimensions(sizes): t(1728000)\n",
      "    variables(dimensions): float64 time(t), float64 u_csat1(t), float64 v_csat1(t), float64 w_csat1(t), float64 temp_csat1(t), float64 u_csat2(t), float64 v_csat2(t), float64 w_csat2(t), float64 temp_csat2(t), float64 u_csat3(t), float64 v_csat3(t), float64 w_csat3(t), float64 temp_csat3(t)\n",
      "    groups: \n",
      "[1.4284512e+18 1.4284512e+18 1.4284512e+18 ... 1.4285376e+18 1.4285376e+18\n",
      " 1.4285376e+18]\n",
      "[0.36525 0.3765  0.3355  ... 0.54025 0.5295  0.54275]\n",
      "[0.1286926 0.1286926 0.1236877 ... 7.455475  7.427063  7.462158 ]\n",
      "DatetimeIndex(['2015-04-08 00:00:00.049999872',\n",
      "                  '2015-04-08 00:00:00.100000',\n",
      "               '2015-04-08 00:00:00.150000128',\n",
      "                  '2015-04-08 00:00:00.200000',\n",
      "               '2015-04-08 00:00:00.249999872',\n",
      "                  '2015-04-08 00:00:00.300000',\n",
      "               '2015-04-08 00:00:00.350000128',\n",
      "                  '2015-04-08 00:00:00.400000',\n",
      "               '2015-04-08 00:00:00.449999872',\n",
      "                  '2015-04-08 00:00:00.500000',\n",
      "               ...\n",
      "               '2015-04-08 23:59:59.550000128',\n",
      "                  '2015-04-08 23:59:59.600000',\n",
      "               '2015-04-08 23:59:59.649999872',\n",
      "                  '2015-04-08 23:59:59.700000',\n",
      "               '2015-04-08 23:59:59.750000128',\n",
      "                  '2015-04-08 23:59:59.800000',\n",
      "               '2015-04-08 23:59:59.849999872',\n",
      "                  '2015-04-08 23:59:59.900000',\n",
      "               '2015-04-08 23:59:59.950000128',\n",
      "                         '2015-04-09 00:00:00'],\n",
      "              dtype='datetime64[ns]', length=1728000, freq=None)\n"
     ]
    }
   ],
   "source": [
    "r6 = nc.Dataset(Path, 'r', format='NETCDF4')\n",
    "print(r6)\n",
    "print(r6['time'][:])\n",
    "print(r6['u_csat1'][:])\n",
    "print(r6['temp_csat1'][:])\n",
    "#time_meteo=r6['time'][:]\n",
    "time_meteo = pd.to_datetime(r6['time'][:])\n",
    "vitesse1_x = r6['u_csat1'][:]\n",
    "vitesse1_y = r6['v_csat1'][:]\n",
    "vitesse1_z = r6['w_csat1'][:]\n",
    "temperature1=r6['temp_csat1'][:]\n",
    "vitesse2_x = r6['u_csat2'][:]\n",
    "vitesse2_y = r6['v_csat2'][:]\n",
    "vitesse2_z = r6['w_csat2'][:]\n",
    "temperature2=r6['temp_csat2'][:]\n",
    "vitesse3_x = r6['u_csat3'][:]\n",
    "vitesse3_y = r6['v_csat3'][:]\n",
    "vitesse3_z = r6['w_csat3'][:]\n",
    "temperature3=r6['temp_csat3'][:]\n",
    "print(time_meteo)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "38912f87",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-04-08 00:00:00.049999872    0.128693\n",
      "2015-04-08 00:00:00.100000000    0.128693\n",
      "2015-04-08 00:00:00.150000128    0.123688\n",
      "2015-04-08 00:00:00.200000000    0.077545\n",
      "2015-04-08 00:00:00.249999872    0.120422\n",
      "                                   ...   \n",
      "2015-04-08 23:59:59.800000000    7.542389\n",
      "2015-04-08 23:59:59.849999872    7.525635\n",
      "2015-04-08 23:59:59.900000000    7.455475\n",
      "2015-04-08 23:59:59.950000128    7.427063\n",
      "2015-04-09 00:00:00.000000000    7.462158\n",
      "Length: 1728000, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "#range=pd.date_range(\"2023-02-04\", \"2023-02-20\", freq=\"2min\")\n",
    "series1 = pd.Series(temperature1,index=time_meteo)\n",
    "series2 = pd.Series(temperature2,index=time_meteo)\n",
    "series3 = pd.Series(temperature3,index=time_meteo)\n",
    "#series = series.sort_index()\n",
    "#df = pd.DataFrame(temperature,index=time_meteo)\n",
    "#df = df.sort_index()\n",
    "#series2=series.truncate(after='1970-01-01 00:00:00.003478709')\n",
    "#series3=series.truncate(before='1970-01-01 00:00:00.003547829')\n",
    "#df = pd.DataFrame({'s': series})\n",
    "#Tmean = df.asfreq(freq='60S')\n",
    "print(series1)\n",
    "#print(series3)\n",
    "#print(df)\n",
    "#pd.date_range(start='4/2/2023', stop='20/2/2023',freq='60S')\n",
    "#df[df.index.duplicated()]\n",
    "#T2 = series2.asfreq(freq='2min')\n",
    "Tmean1 = series1.resample('2min').mean()\n",
    "#T1h = series1.resample('1H').mean()\n",
    "Tmean2 = series2.resample('2min').mean()\n",
    "Tmean3 = series3.resample('2min').mean()\n",
    "#series[series.index.duplicated()]\n",
    "#Tmean = series.asfreq(freq='2min')\n",
    "#print(Tmean2)\n",
    "#print(Tmean3)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "0ebf02b9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "file_path = file1+\"_temp.pdf\"\n",
    "fig = plt.figure()\n",
    "plt.plot(Tmean1,'b--',label='z1=4m')\n",
    "#plt.plot(T1h,'bo')\n",
    "plt.plot(Tmean2,'g--',label='z2=4.92m')\n",
    "plt.plot(Tmean3,'r--',label='z3=5.01m')\n",
    "#plt.plot(time_meteo, temperature_surf,'r--')\n",
    "plt.ylabel('Température (°C)')\n",
    "plt.legend()\n",
    "#plt.xlim(tmin,tmax)\n",
    "#plt.xlim(datetime(2023,2,3,12), datetime(2023,2,21,22))\n",
    "#ax = plt.gca()\n",
    "#hours = dates.HourLocator()\n",
    "#dfmt = dates.DateFormatter('%H:%M')\n",
    "plt.xticks(rotation=45)\n",
    "fig.savefig(file_path, bbox_inches='tight')\n",
    "#fig.savefig(\"T_Clairiere_2m.pdf\", bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "af74a7b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "Useries1 = pd.Series(vitesse1_x,index=time_meteo)\n",
    "Useries2 = pd.Series(vitesse2_x,index=time_meteo)\n",
    "Useries3 = pd.Series(vitesse3_x,index=time_meteo)\n",
    "#Useries = Useries.sort_index()\n",
    "#df = pd.DataFrame(temperature,index=time_meteo)\n",
    "#df = df.sort_index()\n",
    "#Useries2=Useries.truncate(after='2023-02-08 19:11:54')\n",
    "#Useries3=Useries.truncate(before='2023-02-08 19:12:19.9')\n",
    "#df = pd.DataFrame({'s': series})\n",
    "#Tmean = df.asfreq(freq='60S')\n",
    "#print(series2)\n",
    "#print(series3)\n",
    "#print(df)\n",
    "#pd.date_range(start='4/2/2023', stop='20/2/2023',freq='60S')\n",
    "#Useries[Useries.index.duplicated()]\n",
    "Umean1 = Useries1.resample('2min').mean()\n",
    "Umean2 = Useries2.resample('2min').mean()\n",
    "Umean3 = Useries3.resample('2min').mean()\n",
    "#Umean3 = Useries3.resample('2min').mean()\n",
    "#series[series.index.duplicated()]\n",
    "#Tmean = series.asfreq(freq='2min')\n",
    "#print(Tmean2)\n",
    "#print(Tmean3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "69255cc9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "file_path = file1+\"_velx.pdf\"\n",
    "fig = plt.figure()\n",
    "plt.plot(Umean1,'b--',label='z1=4m')\n",
    "plt.plot(Umean2,'g--',label='z2=4.92m')\n",
    "plt.plot(Umean3,'r--',label='z3=5.01m')\n",
    "#plt.plot(time_meteo, temperature_surf,'r--')\n",
    "plt.ylabel('Downslope velocity (m/s)')\n",
    "tmin=np.datetime64('2015-04-11 05:00:00')\n",
    "tmax=np.datetime64('2015-04-11 09:00:00')\n",
    "vmin=1.\n",
    "vmax=3.\n",
    "#plt.xlim(tmin,tmax)\n",
    "#plt.ylim(vmin,vmax)\n",
    "plt.legend()\n",
    "#ax = plt.gca()\n",
    "#hours = dates.HourLocator()\n",
    "#dfmt = dates.DateFormatter('%H:%M')\n",
    "plt.xticks(rotation=45)\n",
    "fig.savefig(file_path, bbox_inches='tight')\n",
    "#fig.savefig(\"T_Clairiere_2m.pdf\", bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "0911693f",
   "metadata": {},
   "outputs": [],
   "source": [
    "Vseries1 = pd.Series(vitesse1_y,index=time_meteo)\n",
    "Vseries2 = pd.Series(vitesse2_y,index=time_meteo)\n",
    "Vseries3 = pd.Series(vitesse3_y,index=time_meteo)\n",
    "#Useries = Useries.sort_index()\n",
    "#df = pd.DataFrame(temperature,index=time_meteo)\n",
    "#df = df.sort_index()\n",
    "#Useries2=Useries.truncate(after='2023-02-08 19:11:54')\n",
    "#Useries3=Useries.truncate(before='2023-02-08 19:12:19.9')\n",
    "#df = pd.DataFrame({'s': series})\n",
    "#Tmean = df.asfreq(freq='60S')\n",
    "#print(series2)\n",
    "#print(series3)\n",
    "#print(df)\n",
    "#pd.date_range(start='4/2/2023', stop='20/2/2023',freq='60S')\n",
    "#Useries[Useries.index.duplicated()]\n",
    "Vmean1 = Vseries1.resample('2min').mean()\n",
    "Vmean2 = Vseries2.resample('2min').mean()\n",
    "Vmean3 = Vseries3.resample('2min').mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "99e5879b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "file_path = file1+\"_vely.pdf\"\n",
    "fig = plt.figure()\n",
    "plt.plot(Vmean1,'b--',label='z1=4m')\n",
    "plt.plot(Vmean2,'g--',label='z2=4.92m')\n",
    "plt.plot(Vmean3,'r--',label='z3=5.01m')\n",
    "plt.ylabel('spanwise velocity (m/s)')\n",
    "#tmin=np.datetime64('2015-04-11 05:00:00')\n",
    "#tmax=np.datetime64('2015-04-11 09:00:00')\n",
    "#vmin=1.\n",
    "#vmax=3.\n",
    "#plt.xlim(tmin,tmax)\n",
    "#plt.ylim(vmin,vmax)\n",
    "plt.legend()\n",
    "plt.xticks(rotation=45)\n",
    "fig.savefig(file_path, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "e3e5e3cd",
   "metadata": {},
   "outputs": [],
   "source": [
    "Wseries1 = pd.Series(vitesse1_z,index=time_meteo)\n",
    "Wseries2 = pd.Series(vitesse2_z,index=time_meteo)\n",
    "Wseries3 = pd.Series(vitesse3_z,index=time_meteo)\n",
    "#Useries = Useries.sort_index()\n",
    "#df = pd.DataFrame(temperature,index=time_meteo)\n",
    "#df = df.sort_index()\n",
    "#Useries2=Useries.truncate(after='2023-02-08 19:11:54')\n",
    "#Useries3=Useries.truncate(before='2023-02-08 19:12:19.9')\n",
    "#df = pd.DataFrame({'s': series})\n",
    "#Tmean = df.asfreq(freq='60S')\n",
    "#print(series2)\n",
    "#print(series3)\n",
    "#print(df)\n",
    "#pd.date_range(start='4/2/2023', stop='20/2/2023',freq='60S')\n",
    "#Useries[Useries.index.duplicated()]\n",
    "Wmean1 = Wseries1.resample('2min').mean()\n",
    "Wmean2 = Wseries2.resample('2min').mean()\n",
    "Wmean3 = Wseries3.resample('2min').mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "abd60c2f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "file_path = file1+\"_velz.pdf\"\n",
    "fig = plt.figure()\n",
    "plt.plot(Wmean1,'b--',label='z1=4m')\n",
    "plt.plot(Wmean2,'g--',label='z2=4.92m')\n",
    "plt.plot(Wmean3,'r--',label='z3=5.01m')\n",
    "plt.ylabel('vertical velocity (m/s)')\n",
    "#tmin=np.datetime64('2015-04-11 05:00:00')\n",
    "#tmax=np.datetime64('2015-04-11 09:00:00')\n",
    "#vmin=1.\n",
    "#vmax=3.\n",
    "#plt.xlim(tmin,tmax)\n",
    "#plt.ylim(vmin,vmax)\n",
    "plt.legend()\n",
    "plt.xticks(rotation=45)\n",
    "fig.savefig(file_path, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3a810eb3",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "395aab1c",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
