{
 "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\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d9e130fc",
   "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": 3,
   "id": "08630a67",
   "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(21332)\n",
      "    variables(dimensions): float64 time(t), float64 air temperature 1(t), float64 air relative humidity 1(t), float64 air temperature 2(t), float64 air relative humidity 2(t), float64 air temperature 3(t), float64 air relative humidity 3(t), float64 velocity norm 1(t), float64 velocity direction 1(t), float64 velocity norm 2(t), float64 velocity direction 2(t), float64 velocity norm 3(t), float64 velocity direction 3(t), float64 velocity 3 x(t), float64 velocity 3 y(t), float64 pt100 temperature(t), float64 LW UP surface radiation CGR4(t), float64 net surface radiation CNR2(t), float64 LW net surface radiation CNR2(t), float64 SW net surface radiation CNR2(t)\n",
      "    groups: \n",
      "[1.42841340e+18 1.42841346e+18 1.42841352e+18 ... 1.42969398e+18\n",
      " 1.42969404e+18 1.42969410e+18]\n",
      "[ 0.144  0.067  0.    ... 11.13  10.96  10.65 ]\n",
      "DatetimeIndex(['2015-04-07 13:30:00', '2015-04-07 13:31:00',\n",
      "               '2015-04-07 13:32:00', '2015-04-07 13:33:00',\n",
      "               '2015-04-07 13:34:00', '2015-04-07 13:35:00',\n",
      "               '2015-04-07 13:36:00', '2015-04-07 13:37:00',\n",
      "               '2015-04-07 13:38:00', '2015-04-07 13:39:00',\n",
      "               ...\n",
      "               '2015-04-22 09:06:00', '2015-04-22 09:07:00',\n",
      "               '2015-04-22 09:08:00', '2015-04-22 09:09:00',\n",
      "               '2015-04-22 09:10:00', '2015-04-22 09:11:00',\n",
      "               '2015-04-22 09:12:00', '2015-04-22 09:13:00',\n",
      "               '2015-04-22 09:14:00', '2015-04-22 09:15:00'],\n",
      "              dtype='datetime64[ns]', length=21332, freq=None)\n"
     ]
    }
   ],
   "source": [
    "file_path = 'meteo_GC_avril2015.nc'\n",
    "r3 = nc.Dataset(file_path, 'r', format='NETCDF4')\n",
    "print(r3)\n",
    "print(r3['time'][:])\n",
    "print(r3['air temperature 1'][:])\n",
    "#time_meteo=r3['time'][:]\n",
    "time_meteo = pd.to_datetime(r3['time'][:])\n",
    "N=len(time_meteo)\n",
    "temperature1=r3['air temperature 1'][:]\n",
    "temperature2=r3['air temperature 2'][:]\n",
    "temperature3=r3['air temperature 3'][:]\n",
    "humidite1=r3['air relative humidity 1'][:]\n",
    "temperature_pt100=r3['pt100 temperature'][:]-273.15\n",
    "LWUP=r3['LW UP surface radiation CGR4'][:]\n",
    "vitesse1_norm=r3['velocity norm 1'][:]\n",
    "vitesse1_dir=r3['velocity direction 1'][:]\n",
    "LW=r3['LW net surface radiation CNR2'][:]\n",
    "SW=r3['SW net surface radiation CNR2'][:]\n",
    "RN=r3['net surface radiation CNR2'][:]\n",
    "sigma=5.67e-8\n",
    "temperature_surf=np.sqrt(np.sqrt(np.abs(LWUP/sigma)))-273.15\n",
    "eps=0.99\n",
    "eps2=0.6\n",
    "LWCO2=(LWUP-(1.-eps)*eps2*sigma*(temperature3+273.15)**4)/eps/sigma\n",
    "temperature_scor2=np.sqrt(np.sqrt(np.abs(LWCO2)))-273.15\n",
    "SSw=15.53\n",
    "SLw=12.10\n",
    "USW=SSw*SW/1.e6\n",
    "ULW=SLw*LW/1.e6\n",
    "UNET=-USW-ULW\n",
    "RN=2.e6*UNET/(SSw+SLw)\n",
    "RN1=1.e6*UNET/(SSw)\n",
    "RN2=1.e6*UNET/(SLw)\n",
    "LWDN2=eps2*sigma*(temperature3+273.15)**4\n",
    "for i in range(N-1):\n",
    "    if UNET[i]<0.0:\n",
    "        RN[i]=RN2[i]\n",
    "        LW[i]=RN2[i]\n",
    "    else: \n",
    "        RN[i]=RN2[i]/4.+3.*RN1[i]/4.\n",
    "        LW[i]=LWDN2[i]-LWUP[i]\n",
    "SW=RN-LW\n",
    "#RN=-1.e6*(USW/SSw+ULW/SLw)+(1./SSw-1./SLw)*(ULW-USW-SSw*LWUP)\n",
    "LWDN=LWUP+LW\n",
    "LWCO=(LWUP-(1.-eps)*LWDN)/eps/sigma\n",
    "temperature_scor=np.sqrt(np.sqrt(np.abs(LWCO)))-273.15\n",
    "print(time_meteo)\n",
    "#series1 = pd.Series(temperature1,index=time_meteo)\n",
    "#Tmean1 = series1.resample('1H').mean()\n",
    "series1 = pd.Series(vitesse1_norm,index=time_meteo)\n",
    "vitesse1 = series1.resample('1H').mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "39245610",
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "plt.plot(vitesse1)\n",
    "#plt.plot(time_meteo, vitesse_dir)\n",
    "plt.ylabel('Vitesse (m/s)')\n",
    "tmin=np.datetime64('2023-02-04 18:00:00')\n",
    "tmax=np.datetime64('2023-02-21 12:00:00')\n",
    "#plt.legend()\n",
    "#plt.xlim(tmin,tmax)\n",
    "#ax = plt.gca()\n",
    "#hours = dates.HourLocator()\n",
    "#dfmt = dates.DateFormatter('%H:%M')\n",
    "plt.xticks(rotation=45)\n",
    "fig.savefig(\"U_GC2015.pdf\", bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4b0cff28",
   "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": [
    "fig = plt.figure()\n",
    "#plt.plot(time_meteo, vitesse_norm)\n",
    "plt.plot(time_meteo, vitesse1_dir)\n",
    "plt.ylabel('Vitesse dir (degré)')\n",
    "#tmin=np.datetime64('2023-02-10')\n",
    "#tmax=np.datetime64('2023-02-12')\n",
    "#plt.legend()\n",
    "#plt.xlim(tmin,tmax)\n",
    "#base = datetime(2023, 2, 3,1,0)\n",
    "#ax = plt.gca()\n",
    "#hours = dates.HourLocator()\n",
    "#dfmt = dates.DateFormatter('%H:%M')\n",
    "plt.xticks(rotation=45)\n",
    "fig.savefig(\"Dir_GC2015.pdf\", bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "bffef513",
   "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": [
    "fig = plt.figure()\n",
    "plt.plot(time_meteo, temperature1,'b--', label='T 2m')\n",
    "plt.plot(time_meteo, temperature2,'g--', label='T 5m')\n",
    "plt.plot(time_meteo, temperature3,'y--', label='T 7m')\n",
    "plt.plot(time_meteo, temperature_surf,'r--', label='T surf')\n",
    "plt.plot(time_meteo, temperature_scor,'c--', label='T scor')\n",
    "#plt.plot(time_meteo, temperature_pt100,'c--', label='T pt100')\n",
    "#plt.plot(time_meteo, temperature1-temperature_surf,'g--', label='T1-Ts')\n",
    "plt.ylabel('Température (°C)')\n",
    "tmin=np.datetime64('2023-02-10')\n",
    "tmax=np.datetime64('2023-02-12')\n",
    "#plt.legend()\n",
    "#plt.xlim(tmin,tmax)\n",
    "#plt.xlim(tmin,tmax)\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(\"T_GC2015.pdf\", bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "4d0a0817",
   "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": [
    "fig = plt.figure()\n",
    "plt.plot(time_meteo, LWDN,'b--', label='LWDN (model by day)')\n",
    "plt.plot(time_meteo, LWDN2,'y--', label='LWDN Model')\n",
    "#plt.plot(time_meteo, SW,'r--', label='SW')\n",
    "#plt.plot(time_meteo, RN,'r--', label='RN')\n",
    "#plt.plot(time_meteo, RN1,'r--', label='RN')\n",
    "#plt.plot(time_meteo, RN2,'r--', label='RN')\n",
    "plt.plot(time_meteo, LWUP,'g--', label='LWUP')\n",
    "plt.ylabel('Rayonnement net LW UP (W/m2)')\n",
    "tmin=np.datetime64('2015-04-11')\n",
    "tmax=np.datetime64('2015-04-22')\n",
    "ymin=-0\n",
    "ymax=400\n",
    "#plt.xlim(tmin,tmax)\n",
    "plt.ylim(ymin,ymax)\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(\"LW_GC2015.pdf\", bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "67c0b80b",
   "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": [
    "fig = plt.figure()\n",
    "#plt.plot(time_meteo, LW,'b--', label='LW')\n",
    "#plt.plot(time_meteo, SW,'r--', label='SW')\n",
    "plt.plot(time_meteo, RN,'g--', label='RN')\n",
    "#plt.plot(time_meteo, RN1,'b--', label='RN1')\n",
    "#plt.plot(time_meteo, RN2,'g--', label='RN2')\n",
    "#plt.plot(time_meteo, LWUP,'bo', label='LWUP')\n",
    "plt.ylabel('Rayonnement net (W/m2)')\n",
    "tmin=np.datetime64('2015-04-11')\n",
    "tmax=np.datetime64('2015-04-17')\n",
    "ymin=-200\n",
    "ymax=1000\n",
    "#plt.xlim(tmin,tmax)\n",
    "plt.ylim(ymin,ymax)\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(\"RN_GC2015.pdf\", bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "b79b2aed",
   "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": [
    "fig = plt.figure()\n",
    "#plt.plot(time_meteo, ULW,'b--', label='LW')\n",
    "#plt.plot(time_meteo, USW,'r--', label='SW')\n",
    "plt.plot(time_meteo, UNET,'g--', label='U NET')\n",
    "#plt.plot(time_meteo, LWUP,'bo', label='LWUP')\n",
    "plt.ylabel('Tension net (V)')\n",
    "tmin=np.datetime64('2015-04-11')\n",
    "tmax=np.datetime64('2015-04-17')\n",
    "ymin=-0\n",
    "ymax=5000\n",
    "#plt.xlim(tmin,tmax)\n",
    "#plt.ylim(ymin,ymax)\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(\"tension_GC2015.pdf\", bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "da178cc9",
   "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": [
    "fig = plt.figure()\n",
    "plt.plot(time_meteo, humidite1)\n",
    "plt.ylabel('RH (%)')\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(\"RH_GC_2m.pdf\", bbox_inches='tight')\n",
    "fig.savefig(\"RH_Clairiere_2m.pdf\", bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aabae986",
   "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
}
