{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# HiResIreland data fields" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import xarray as xr" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "DATA_DIR_BASE = os.path.join(\"data\", \"HiResIreland\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "data = xr.open_dataset(\n", " os.path.join(\"data\", \"HiResIreland\", \"lfsd1981012712.nc\"),\n", " decode_coords=\"all\",\n", ")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:       (time: 1, bnds: 2, rlat: 209, rlon: 186, soil1: 8, level1: 41)\n",
       "Coordinates:\n",
       "  * time          (time) object 1981-01-27 12:00:00\n",
       "    time_bnds     (time, bnds) object ...\n",
       "    lon           (rlat, rlon) float32 ...\n",
       "    lat           (rlat, rlon) float32 ...\n",
       "  * rlon          (rlon) float32 -3.36 -3.325 -3.29 -3.255 ... 3.045 3.08 3.115\n",
       "  * rlat          (rlat) float32 -3.695 -3.66 -3.625 -3.59 ... 3.515 3.55 3.585\n",
       "    rotated_pole  int32 ...\n",
       "    height_2m     float32 ...\n",
       "    height_10m    float32 ...\n",
       "  * soil1         (soil1) float32 0.005 0.02 0.06 0.18 0.54 1.62 4.86 14.58\n",
       "    soil1_bnds    (soil1, bnds) float32 ...\n",
       "Dimensions without coordinates: bnds, level1\n",
       "Data variables: (12/43)\n",
       "    vcoord        (level1) float32 ...\n",
       "    PS            (time, rlat, rlon) float32 ...\n",
       "    PMSL          (time, rlat, rlon) float32 ...\n",
       "    T_S           (time, rlat, rlon) float32 ...\n",
       "    T_2M          (time, rlat, rlon) float32 ...\n",
       "    TD_2M         (time, rlat, rlon) float32 ...\n",
       "    ...            ...\n",
       "    CAPE_3KM      (time, rlat, rlon) float32 ...\n",
       "    SLI           (time, rlat, rlon) float32 ...\n",
       "    SI            (time, rlat, rlon) float32 ...\n",
       "    T_SO          (time, soil1, rlat, rlon) float32 ...\n",
       "    W_SO          (time, soil1, rlat, rlon) float32 ...\n",
       "    HPBL          (time, rlat, rlon) float32 ...\n",
       "Attributes:\n",
       "    CDI:             Climate Data Interface version 1.9.5 (http://mpimet.mpg....\n",
       "    history:         Fri Aug 06 15:26:25 2021: cdo -s -L -f nc4c -z zip_9 -co...\n",
       "    Conventions:     CF-1.4\n",
       "    title:           COSMO5_HadGEM2-ES_historical_4km\n",
       "    experiment_id:   COSMO5_HadGEM2-ES_historical_4km\n",
       "    realization:     1\n",
       "    conventionsURL:  http://www.cfconventions.org/\n",
       "    contact:         Paul Nolan\n",
       "    references:      http://www.ichec.ie\n",
       "    creation_date:   2017-08-28 16:49:11\n",
       "    CDO:             Climate Data Operators version 1.9.5 (http://mpimet.mpg....
" ], "text/plain": [ "\n", "Dimensions: (time: 1, bnds: 2, rlat: 209, rlon: 186, soil1: 8, level1: 41)\n", "Coordinates:\n", " * time (time) object 1981-01-27 12:00:00\n", " time_bnds (time, bnds) object ...\n", " lon (rlat, rlon) float32 ...\n", " lat (rlat, rlon) float32 ...\n", " * rlon (rlon) float32 -3.36 -3.325 -3.29 -3.255 ... 3.045 3.08 3.115\n", " * rlat (rlat) float32 -3.695 -3.66 -3.625 -3.59 ... 3.515 3.55 3.585\n", " rotated_pole int32 ...\n", " height_2m float32 ...\n", " height_10m float32 ...\n", " * soil1 (soil1) float32 0.005 0.02 0.06 0.18 0.54 1.62 4.86 14.58\n", " soil1_bnds (soil1, bnds) float32 ...\n", "Dimensions without coordinates: bnds, level1\n", "Data variables: (12/43)\n", " vcoord (level1) float32 ...\n", " PS (time, rlat, rlon) float32 ...\n", " PMSL (time, rlat, rlon) float32 ...\n", " T_S (time, rlat, rlon) float32 ...\n", " T_2M (time, rlat, rlon) float32 ...\n", " TD_2M (time, rlat, rlon) float32 ...\n", " ... ...\n", " CAPE_3KM (time, rlat, rlon) float32 ...\n", " SLI (time, rlat, rlon) float32 ...\n", " SI (time, rlat, rlon) float32 ...\n", " T_SO (time, soil1, rlat, rlon) float32 ...\n", " W_SO (time, soil1, rlat, rlon) float32 ...\n", " HPBL (time, rlat, rlon) float32 ...\n", "Attributes:\n", " CDI: Climate Data Interface version 1.9.5 (http://mpimet.mpg....\n", " history: Fri Aug 06 15:26:25 2021: cdo -s -L -f nc4c -z zip_9 -co...\n", " Conventions: CF-1.4\n", " title: COSMO5_HadGEM2-ES_historical_4km\n", " experiment_id: COSMO5_HadGEM2-ES_historical_4km\n", " realization: 1\n", " conventionsURL: http://www.cfconventions.org/\n", " contact: Paul Nolan\n", " references: http://www.ichec.ie\n", " creation_date: 2017-08-28 16:49:11\n", " CDO: Climate Data Operators version 1.9.5 (http://mpimet.mpg...." ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data" ] } ], "metadata": { "kernelspec": { "display_name": "ClimAg", "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": "3.10.6 | packaged by conda-forge | (main, Aug 22 2022, 20:35:26) [GCC 10.4.0]" }, "vscode": { "interpreter": { "hash": "c4e659d1bedfc73d1fd31d7c0e2c79d7cc7aac22204994016c65a9e44686eb91" } } }, "nbformat": 4, "nbformat_minor": 2 }