{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Subset EURO-CORDEX data for Ireland" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "import os\n", "import glob\n", "from datetime import datetime, timezone\n", "import geopandas as gpd\n", "import intake\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import numpy as np\n", "import xarray as xr\n", "from climag import climag\n", "import seaborn as sns\n", "from climag import climag_plot" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "DATA_DIR_BASE = os.path.join(\"/run/media/nms/MyPassport/EURO-CORDEX\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# directory to store outputs\n", "DATA_DIR = os.path.join(DATA_DIR_BASE, \"IE\")\n", "os.makedirs(DATA_DIR, exist_ok=True)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Moorepark met station coords\n", "LON, LAT = -8.26389, 52.16389" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Ireland boundary\n", "GPKG_BOUNDARY = os.path.join(\"data\", \"boundaries\", \"boundaries_all.gpkg\")\n", "ie = gpd.read_file(GPKG_BOUNDARY, layer=\"NUTS_RG_01M_2021_2157_IE\")\n", "ie_bbox = gpd.read_file(\n", " GPKG_BOUNDARY, layer=\"NUTS_RG_01M_2021_2157_IE_BBOX_DIFF\"\n", ")\n", "ie_ne = gpd.read_file(GPKG_BOUNDARY, layer=\"ne_10m_land_2157_IE_BBOX_DIFF\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reading the local catalogue" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "JSON_FILE_PATH = os.path.join(\n", " \"data\", \"EURO-CORDEX\", \"eurocordex_eur11_local_disk.json\"\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "cordex_eur11_cat = intake.open_esm_datastore(JSON_FILE_PATH)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['EUR-11.CNRM-CERFACS-CNRM-CM5.SMHI.SMHI-RCA4.historical.day',\n", " 'EUR-11.MPI-M-MPI-ESM-LR.SMHI.SMHI-RCA4.rcp45.day',\n", " 'EUR-11.ICHEC-EC-EARTH.SMHI.SMHI-RCA4.rcp85.day',\n", " 'EUR-11.ICHEC-EC-EARTH.SMHI.SMHI-RCA4.rcp45.day',\n", " 'EUR-11.MOHC-HadGEM2-ES.SMHI.SMHI-RCA4.rcp85.day',\n", " 'EUR-11.MOHC-HadGEM2-ES.SMHI.SMHI-RCA4.rcp45.day',\n", " 'EUR-11.MOHC-HadGEM2-ES.SMHI.SMHI-RCA4.historical.day',\n", " 'EUR-11.MPI-M-MPI-ESM-LR.SMHI.SMHI-RCA4.rcp85.day',\n", " 'EUR-11.ICHEC-EC-EARTH.SMHI.SMHI-RCA4.historical.day',\n", " 'EUR-11.CNRM-CERFACS-CNRM-CM5.SMHI.SMHI-RCA4.rcp45.day',\n", " 'EUR-11.CNRM-CERFACS-CNRM-CM5.SMHI.SMHI-RCA4.rcp85.day',\n", " 'EUR-11.MPI-M-MPI-ESM-LR.SMHI.SMHI-RCA4.historical.day']" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "list(cordex_eur11_cat)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
eurocordex_eur11 catalog with 12 dataset(s) from 336 asset(s):
| \n", " | unique | \n", "
|---|---|
| project | \n", "1 | \n", "
| product_id | \n", "1 | \n", "
| CORDEX_domain | \n", "1 | \n", "
| institute_id | \n", "1 | \n", "
| driving_model_id | \n", "4 | \n", "
| experiment_id | \n", "3 | \n", "
| member | \n", "2 | \n", "
| model_id | \n", "1 | \n", "
| rcm_version_id | \n", "2 | \n", "
| frequency | \n", "1 | \n", "
| variable_id | \n", "4 | \n", "
| version | \n", "2 | \n", "
| time_range | \n", "28 | \n", "
| uri | \n", "336 | \n", "
| institution_id | \n", "1 | \n", "
| source_id | \n", "1 | \n", "
| simulation_id | \n", "2 | \n", "
| grid_label | \n", "1 | \n", "
| grid_id | \n", "1 | \n", "
| time_reduction | \n", "1 | \n", "
| realm | \n", "1 | \n", "
| level_type | \n", "1 | \n", "
| time_min | \n", "14 | \n", "
| time_max | \n", "28 | \n", "
| path | \n", "336 | \n", "
| format | \n", "1 | \n", "
| opendap_url | \n", "336 | \n", "
| driving_model | \n", "4 | \n", "
| derived_variable_id | \n", "0 | \n", "
| \n", " | project | \n", "product_id | \n", "CORDEX_domain | \n", "institute_id | \n", "driving_model_id | \n", "experiment_id | \n", "member | \n", "model_id | \n", "rcm_version_id | \n", "frequency | \n", "... | \n", "grid_id | \n", "time_reduction | \n", "realm | \n", "level_type | \n", "time_min | \n", "time_max | \n", "path | \n", "format | \n", "opendap_url | \n", "driving_model | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "CNRM-CERFACS-CNRM-CM5 | \n", "historical | \n", "r1i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19710101 | \n", "19751231 | \n", "data/EURO-CORDEX/RCA4/historical/CNRM-CM5/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "CNRM-CM5 | \n", "
| 1 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "CNRM-CERFACS-CNRM-CM5 | \n", "historical | \n", "r1i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19760101 | \n", "19801231 | \n", "data/EURO-CORDEX/RCA4/historical/CNRM-CM5/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "CNRM-CM5 | \n", "
| 2 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "CNRM-CERFACS-CNRM-CM5 | \n", "historical | \n", "r1i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19810101 | \n", "19851231 | \n", "data/EURO-CORDEX/RCA4/historical/CNRM-CM5/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "CNRM-CM5 | \n", "
| 3 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "CNRM-CERFACS-CNRM-CM5 | \n", "historical | \n", "r1i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19860101 | \n", "19901231 | \n", "data/EURO-CORDEX/RCA4/historical/CNRM-CM5/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "CNRM-CM5 | \n", "
| 4 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "CNRM-CERFACS-CNRM-CM5 | \n", "historical | \n", "r1i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19910101 | \n", "19951231 | \n", "data/EURO-CORDEX/RCA4/historical/CNRM-CM5/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "CNRM-CM5 | \n", "
5 rows × 28 columns
\n", "eurocordex_eur11 catalog with 1 dataset(s) from 28 asset(s):
| \n", " | unique | \n", "
|---|---|
| project | \n", "1 | \n", "
| product_id | \n", "1 | \n", "
| CORDEX_domain | \n", "1 | \n", "
| institute_id | \n", "1 | \n", "
| driving_model_id | \n", "1 | \n", "
| experiment_id | \n", "1 | \n", "
| member | \n", "1 | \n", "
| model_id | \n", "1 | \n", "
| rcm_version_id | \n", "1 | \n", "
| frequency | \n", "1 | \n", "
| variable_id | \n", "4 | \n", "
| version | \n", "1 | \n", "
| time_range | \n", "7 | \n", "
| uri | \n", "28 | \n", "
| institution_id | \n", "1 | \n", "
| source_id | \n", "1 | \n", "
| simulation_id | \n", "1 | \n", "
| grid_label | \n", "1 | \n", "
| grid_id | \n", "1 | \n", "
| time_reduction | \n", "1 | \n", "
| realm | \n", "1 | \n", "
| level_type | \n", "1 | \n", "
| time_min | \n", "7 | \n", "
| time_max | \n", "7 | \n", "
| path | \n", "28 | \n", "
| format | \n", "1 | \n", "
| opendap_url | \n", "28 | \n", "
| driving_model | \n", "1 | \n", "
| derived_variable_id | \n", "0 | \n", "
| \n", " | project | \n", "product_id | \n", "CORDEX_domain | \n", "institute_id | \n", "driving_model_id | \n", "experiment_id | \n", "member | \n", "model_id | \n", "rcm_version_id | \n", "frequency | \n", "... | \n", "grid_id | \n", "time_reduction | \n", "realm | \n", "level_type | \n", "time_min | \n", "time_max | \n", "path | \n", "format | \n", "opendap_url | \n", "driving_model | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19710101 | \n", "19751231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 1 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19760101 | \n", "19801231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 2 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19810101 | \n", "19851231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 3 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19860101 | \n", "19901231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 4 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19910101 | \n", "19951231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 5 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19960101 | \n", "20001231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 6 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "20010101 | \n", "20051231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/evsp... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 7 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19710101 | \n", "19751231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/pr_E... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 8 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19760101 | \n", "19801231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/pr_E... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 9 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19810101 | \n", "19851231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/pr_E... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 10 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19860101 | \n", "19901231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/pr_E... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 11 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19910101 | \n", "19951231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/pr_E... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 12 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19960101 | \n", "20001231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/pr_E... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 13 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "20010101 | \n", "20051231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/pr_E... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 14 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19710101 | \n", "19751231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/rsds... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 15 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19760101 | \n", "19801231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/rsds... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 16 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19810101 | \n", "19851231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/rsds... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 17 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19860101 | \n", "19901231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/rsds... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 18 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19910101 | \n", "19951231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/rsds... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 19 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19960101 | \n", "20001231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/rsds... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 20 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "20010101 | \n", "20051231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/rsds... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 21 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19710101 | \n", "19751231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/tas_... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 22 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19760101 | \n", "19801231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/tas_... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 23 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19810101 | \n", "19851231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/tas_... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 24 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19860101 | \n", "19901231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/tas_... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 25 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19910101 | \n", "19951231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/tas_... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 26 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "19960101 | \n", "20001231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/tas_... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
| 27 | \n", "CORDEX | \n", "output | \n", "EUR-11 | \n", "SMHI | \n", "ICHEC-EC-EARTH | \n", "historical | \n", "r12i1p1 | \n", "SMHI-RCA4 | \n", "v1 | \n", "day | \n", "... | \n", "None | \n", "None | \n", "None | \n", "None | \n", "20010101 | \n", "20051231 | \n", "data/EURO-CORDEX/RCA4/historical/EC-EARTH/tas_... | \n", "netcdf | \n", "http://esgf1.dkrz.de/thredds/dodsC/cordex/EUR-... | \n", "EC-EARTH | \n", "
28 rows × 28 columns
\n", "<xarray.Dataset>\n",
"Dimensions: (time: 12784, rlat: 412, rlon: 424, bnds: 2)\n",
"Coordinates:\n",
" lat (rlat, rlon) float64 dask.array<chunksize=(412, 424), meta=np.ndarray>\n",
" lon (rlat, rlon) float64 dask.array<chunksize=(412, 424), meta=np.ndarray>\n",
" * rlat (rlat) float64 -23.38 -23.27 -23.16 ... 21.62 21.73 21.84\n",
" * rlon (rlon) float64 -28.38 -28.27 -28.16 ... 17.94 18.05 18.16\n",
" rotated_pole |S1 b''\n",
" * time (time) datetime64[ns] 1971-01-01T12:00:00 ... 2005-12-31T12...\n",
" time_bnds (time, bnds) datetime64[ns] dask.array<chunksize=(1826, 2), meta=np.ndarray>\n",
" height float64 2.0\n",
"Dimensions without coordinates: bnds\n",
"Data variables:\n",
" evspsblpot (time, rlat, rlon) float32 dask.array<chunksize=(862, 194, 200), meta=np.ndarray>\n",
" pr (time, rlat, rlon) float32 dask.array<chunksize=(862, 194, 200), meta=np.ndarray>\n",
" rsds (time, rlat, rlon) float32 dask.array<chunksize=(862, 194, 200), meta=np.ndarray>\n",
" tas (time, rlat, rlon) float32 dask.array<chunksize=(862, 194, 200), meta=np.ndarray>\n",
"Attributes: (12/22)\n",
" Conventions: CF-1.4\n",
" contact: rossby.cordex@smhi.se\n",
" creation_date: 2013-06-24-T01:07:21Z\n",
" experiment: historical\n",
" experiment_id: historical\n",
" driving_experiment: ICHEC-EC-EARTH, historical, r12i1p1\n",
" ... ...\n",
" product: output\n",
" references: http://www.smhi.se/en/Research/Research-d...\n",
" tracking_id: 3315f9a7-cd0f-419c-89e5-42766ea8386d\n",
" rossby_comment: 201137: CORDEX Europe 0.11 deg | RCA4 v1 ...\n",
" rossby_run_id: 201137\n",
" rossby_grib_path: /nobackup/rossby16/rossby/joint_exp/corde...<xarray.Dataset>\n",
"Dimensions: (rlat: 33, rlon: 37, time: 11323, bnds: 2)\n",
"Coordinates:\n",
" lat (rlat, rlon) float64 dask.array<chunksize=(33, 37), meta=np.ndarray>\n",
" lon (rlat, rlon) float64 dask.array<chunksize=(33, 37), meta=np.ndarray>\n",
" * rlat (rlat) float64 3.685 3.795 3.905 4.015 ... 6.985 7.095 7.205\n",
" * rlon (rlon) float64 -17.27 -17.16 -17.05 ... -13.53 -13.41 -13.3\n",
" * time (time) datetime64[ns] 1975-01-01T12:00:00 ... 2005-12-31T12...\n",
" height float64 2.0\n",
" rotated_pole |S1 b''\n",
" time_bnds (time, bnds) datetime64[ns] dask.array<chunksize=(365, 2), meta=np.ndarray>\n",
" spatial_ref int64 0\n",
"Dimensions without coordinates: bnds\n",
"Data variables:\n",
" PET (time, rlat, rlon) float32 dask.array<chunksize=(263, 33, 37), meta=np.ndarray>\n",
" PP (time, rlat, rlon) float32 dask.array<chunksize=(263, 33, 37), meta=np.ndarray>\n",
" T (time, rlat, rlon) float32 dask.array<chunksize=(263, 33, 37), meta=np.ndarray>\n",
" PAR (time, rlat, rlon) float32 dask.array<chunksize=(263, 33, 37), meta=np.ndarray>\n",
"Attributes: (12/24)\n",
" Conventions: CF-1.4\n",
" contact: rossby.cordex@smhi.se\n",
" creation_date: 2013-06-24-T01:07:21Z\n",
" experiment: historical\n",
" experiment_id: historical\n",
" driving_experiment: ICHEC-EC-EARTH, historical, r12i1p1\n",
" ... ...\n",
" tracking_id: 3315f9a7-cd0f-419c-89e5-42766ea8386d\n",
" rossby_comment: 201137: CORDEX Europe 0.11 deg | RCA4 v1 ...\n",
" rossby_run_id: 201137\n",
" rossby_grib_path: /nobackup/rossby16/rossby/joint_exp/corde...\n",
" dataset: IE_EURO-CORDEX_RCA4_EC-EARTH_historical\n",
" comment: This dataset has been clipped with the Is...