{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on package SDToolBox:\n", "\n", "NAME\n", " SDToolBox\n", "\n", "PACKAGE CONTENTS\n", " data_processing\n", " extract_data\n", " input_data\n", " output_data\n", " output_messages\n", " predictor_definition\n", " statistical_model\n", "\n", "FILE\n", " c:\\checkouts\\trunk\\sdtoolbox\\__init__.py\n", "\n", "\n" ] } ], "source": [ "# 0, Load all modules\n", "\n", "# general imports\n", "import numpy as np\n", "import os\n", "import pandas as pd\n", "import csv\n", "import copy\n", "import sys\n", "import xarray as xr\n", "from netCDF4 import Dataset\n", "from datetime import datetime\n", "\n", "# non-general imports \n", "# install matplotlib seperately (not included in the package)\n", "import matplotlib.pyplot as plt\n", "import matplotlib.colors as colors\n", "import matplotlib.cm as cmx\n", "import matplotlib as mpl\n", "import matplotlib.colors\n", "from matplotlib.ticker import MultipleLocator\n", "import cartopy.crs\n", "from cartopy.mpl.ticker import LongitudeFormatter, LatitudeFormatter\n", "\n", "# call the SDTOOlBox package and its the appropriate functions\n", "sys.path.append(r'C:\\checkouts\\trunk') \n", "import SDToolBox\n", "from SDToolBox import data_processing as dap\n", "from SDToolBox import extract_data as exd\n", "from SDToolBox import input_data as ind\n", "from SDToolBox import output_data as oud\n", "from SDToolBox import output_messages as ome\n", "from SDToolBox import predictor_definition as pde\n", "from SDToolBox import statistical_model as stm\n", "\n", "# call help functions to get more info on the SDToolBox\n", "help(SDToolBox)\n", "#help(dap)\n", "#help(exd)\n", "#help(oud)\n", "\n", "# plots in the notebook\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "We can extract 4 entries with the shape as per below:\n", "longitude (19,)\n", "latitude (19,)\n", "time (365,)\n", "lsm (365, 19, 19)\n", "We can extract 4 entries with the shape as per below:\n", "longitude (10,)\n", "latitude (10,)\n", "time (1000,)\n", "swh (1000, 10, 10)\n", "We can extract 4 entries with the shape as per below:\n", "longitude (19,)\n", "latitude (19,)\n", "time (1000,)\n", "msl (1000, 19, 19)\n" ] } ], "source": [ "# set up the folder where we want to extract data from\n", "folder = r'C:\\checkouts\\trunk\\tests\\testing_Etienne\\chunked_data'\n", "\n", "# open the data in this script to get the info\n", "DSmask = Dataset(os.path.join(folder,'ERA5_landsea_mask.nc'))\n", "\n", "# check the entries within the .netCDF file\n", "print('We can extract %s entries with the shape as per below:' %len(DSmask.variables))\n", "variablesmask = [] # saved names of the entries\n", "for i in DSmask.variables:\n", " print(i, DSmask.variables[i].shape)\n", " variablesmask.append(i)\n", " \n", "DShs = Dataset(os.path.join(folder,'era5_Global_Hs_1981.nc'))\n", "\n", "# check the entries within the .netCDF file\n", "print('We can extract %s entries with the shape as per below:' %len(DShs.variables))\n", "variableshs = [] # saved names of the entries\n", "for i in DShs.variables:\n", " print(i, DShs.variables[i].shape)\n", " variableshs.append(i)\n", " \n", "DSmslp = Dataset(os.path.join(folder,'era5_Global_msl_p_1981.nc'))\n", "\n", "# check the entries within the .netCDF file\n", "print('We can extract %s entries with the shape as per below:' %len(DSmslp.variables))\n", "variablesmslp = [] # saved names of the entries\n", "for i in DSmslp.variables:\n", " print(i, DSmslp.variables[i].shape)\n", " variablesmslp.append(i)\n", " \n", "#u10???" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# get the coordinates of the WAM locations\n", "# landsea_mask_carles\n", "lonmask = DSmask.variables['longitude'][:] # list with longitude positions\n", "latmask = DSmask.variables['latitude'][:] # list with latitude positions \n", "lonxmask, latymask = np.meshgrid(lonmask, latmask)\n", "\n", "#Hs_carles\n", "lonhs = DShs.variables['longitude'][:] # list with longitude positions\n", "laths = DShs.variables['latitude'][:] # list with latitude positions \n", "lonxhs, latyhs = np.meshgrid(lonhs, laths)\n", "\n", "#msl_p_carles\n", "lonmslp = DSmslp.variables['longitude'][:] # list with longitude positions\n", "latmslp = DSmslp.variables['latitude'][:] # list with latitude positions \n", "lonxmslp, latymslp = np.meshgrid(lonmslp, latmslp)\n", "\n", "#u10???" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[3. 3.25 3.5 3.75 4. 4.25 4.5 4.75 5. 5.25 5.5 5.75 6. 6.25\n", " 6.5 6.75 7. 7.25 7.5 ]\n", "[57. 56.75 56.5 56.25 56. 55.75 55.5 55.25 55. 54.75 54.5 54.25\n", " 54. 53.75 53.5 53.25 53. 52.75 52.5 ]\n", "[3. 3.5 4. 4.5 5. 5.5 6. 6.5 7. 7.5]\n", "[57. 56.5 56. 55.5 55. 54.5 54. 53.5 53. 52.5]\n", "[3. 3.25 3.5 3.75 4. 4.25 4.5 4.75 5. 5.25 5.5 5.75 6. 6.25\n", " 6.5 6.75 7. 7.25 7.5 ]\n", "[57. 56.75 56.5 56.25 56. 55.75 55.5 55.25 55. 54.75 54.5 54.25\n", " 54. 53.75 53.5 53.25 53. 52.75 52.5 ]\n" ] } ], "source": [ "print(lonmask)\n", "print(latmask)\n", "print(lonhs)\n", "print(laths)\n", "print(lonmslp)\n", "print(latmslp)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on module SDToolBox.extract_data in SDToolBox:\n", "\n", "NAME\n", " SDToolBox.extract_data\n", "\n", "CLASSES\n", " builtins.object\n", " ExtractData\n", " \n", " class ExtractData(builtins.object)\n", " | Static methods defined here:\n", " | \n", " | get_earth(directory_path: str, input_data: SDToolBox.input_data.InputData)\n", " | Extracts a collection of netCDF4 ERA5 subsets based on the\n", " | provided input_data.\n", " | \n", " | Arguments:\n", " | directory_path {str} -- Location of all the variable diretories.\n", " | input_data {InputData} -- Data structure with input parameters.\n", " | \n", " | Returns:\n", " | OutputData -- Output data object to generate xarray or netCDF4.\n", " | \n", " | get_era5_GTSM(directory_path: str, input_data: SDToolBox.input_data.InputData)\n", " | \n", " | get_era_5(directory_path: str, input_data: SDToolBox.input_data.InputData)\n", " | Extracts a collection of netCDF4 ERA5 subsets based on the\n", " | provided input_data.\n", " | \n", " | Arguments:\n", " | directory_path {str} -- Location of all the variable diretories.\n", " | input_data {InputData} -- Data structure with input parameters.\n", " | \n", " | Returns:\n", " | OutputData -- Output data object to generate xarray or netCDF4.\n", " | \n", " | get_seamask_positions(mask_filepath: pathlib.Path) -> Tuple[, , ]\n", " | Gets the seamask positions for a given filepath. Returns \n", " | the masked LON and LAT.\n", " | \n", " | Args:\n", " | mask_filepath (Path): Filepath to the netcdf mask.\n", " | \n", " | Returns:\n", " | Tuple[np.array, np.array, np.array]: Sea positions, LON, LAT\n", " | \n", " | get_variables()\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data descriptors defined here:\n", " | \n", " | __dict__\n", " | dictionary for instance variables (if defined)\n", " | \n", " | __weakref__\n", " | list of weak references to the object (if defined)\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data and other attributes defined here:\n", " | \n", " | BaseExtractor = \u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[0mhelp\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mexd\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[0mresult_possea\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mLON\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mLAT\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mexd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mExtractData\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_seamask_positions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mos\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfolder\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'ERA5_landsea_mask.nc'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;31mNameError\u001b[0m: name 'folder' is not defined" ] } ], "source": [ "\n", "help(exd) \n", "\n", "result_possea, LON, LAT = exd.ExtractData.get_seamask_positions(os.path.join(folder,'ERA5_landsea_mask.nc'))\n", "\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "ename": "NameError", "evalue": "name 'lonx' is not defined", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 6\u001b[0m \u001b[0max\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgrid\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 7\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 8\u001b[1;33m \u001b[0m_\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0max\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_xlim\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmin\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlonx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m 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name 'lonx' is not defined" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot the measurement station locations\n", "fig = plt.figure(figsize=(16, 9), dpi=300, facecolor='white')\n", "\n", "# world map\n", "ax = plt.axes([0, 0.12, 0.83, 0.75],projection=cartopy.crs.PlateCarree())\n", "ax.grid()\n", "\n", "_ = ax.set_xlim(np.min(lonx)-1, np.max(lonx)+1) \n", "_ = ax.set_ylim(np.min(laty)-1, np.max(laty)+1)\n", "_ = ax.set_xticks(np.linspace(np.min(lonx)-1, np.max(lonx)+1, num=6), crs=cartopy.crs.PlateCarree()) \n", "_ = ax.set_yticks(np.linspace(np.min(laty)-1, np.max(laty)+1, num=5), crs=cartopy.crs.PlateCarree()) \n", "\n", "# Set RGB value to ocean colour '#bfd2d9' has 191, G:210, B:217 as 10m ocean cartopy import gives errors\n", "ax.imshow(np.tile(np.array([[[191, 210, 217]]], dtype=np.uint8), [2, 2, 1]), origin='upper', transform=cartopy.crs.PlateCarree(), extent=[-180, 180, -180, 180])\n", "\n", "# create accurate plot using 10m data, note that this is unnecessary on global scale\n", "text_font = {'size':'8'}\n", "for i, j in zip(lonx, laty):\n", " for k, l in zip(i, j):\n", " ax.scatter(k, l, c='k', lw=0, marker='X', s=20, alpha=0.7, zorder=10)\n", "ax.set_title('The selected locations')\n", "ax.set_xlabel('longitude [deg]')\n", "ax.set_ylabel('latitude [deg]')\n", "\n", "for i, j in zip(lonx2, laty2):\n", " for k, l in zip(i, j):\n", " ax.scatter(k, l, c='r', lw=0, marker='o', s=20, alpha=0.7, zorder=10)\n", "\n", "# load features, add features and add axes\n", "country_10m = cartopy.feature.NaturalEarthFeature('cultural', 'admin_0_countries', '10m')\n", "ax.add_feature(country_10m, edgecolor='k', linestyle='--', facecolor='#EEEFEE')\n", "ax.coastlines(resolution='10m', color='grey', zorder=5);\n", "\n", "lon_formatter = LongitudeFormatter(number_format='.0f',\n", " degree_symbol='',\n", " dateline_direction_label=True)\n", "lat_formatter = LatitudeFormatter(number_format='.0f',\n", " degree_symbol='')\n", "ax.xaxis.set_major_formatter(lon_formatter)\n", "ax.yaxis.set_major_formatter(lat_formatter)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 2 }