In the EUMETSAT section of the European Weather Cloud, there's now an instance equipped with the Data Tailor Standalone, which includes all the currently available plugins on a Rocky Linux system. Below, you'll find a guide that covers the provisioning, a minimal post-installation process, and usage instructions.
The Data Tailor is a product customization toolbox designed to enable users to tailor satellite data to their specific needs. It offers the ability to subset and aggregate data products across space and time, filter layers, generate quick looks, reproject data onto new coordinate reference systems, and reformat data into widely used Geographic Information System (GIS) formats such as netCDF and GeoTIFF, as well as image formats like JPEG and PNG. The Data Tailor can currently customize data from various satellite collections, including METOP, MSG, and Sentinel-3. There are two versions of the Data Tailor: the Data Tailor Web Service (DTWS) and the Data Tailor Standalone. The DTWS allows users to customize products in the EUMETSAT Data Store before downloading them. On the other hand, the Data Tailor Standalone is an application that can be installed on your machine, enabling you to customize downloaded products. Unlike the Data Tailor Web Services, which can be used with EUMDAC or via https://tailor.eumetsat.int, the standalone version is generally faster and does not have limitations such as maximum concurrent jobs or workspace size. For more information on capabilities of the Data Tailor, please refer to Data Tailor Standalone Guide on User Portal and for more information about the available products and customisations inside the Data Tailor, please go to Products and Customisations Available in the Data Tailor page.
SSH into your instance following the Remote Access to the VM documentation. You can also use the console on Morpheus.
$ conda env list # conda environments: # base * /usr/local/miniconda dt_3_3 /usr/local/miniconda/envs/dt_3_3 |
After confirming the installation, add conda environment to your shell.
$ conda init no change /usr/local/miniconda/condabin/conda no change /usr/local/miniconda/bin/conda no change /usr/local/miniconda/bin/conda-env no change /usr/local/miniconda/bin/activate no change /usr/local/miniconda/bin/deactivate no change /usr/local/miniconda/etc/profile.d/conda.sh no change /usr/local/miniconda/etc/fish/conf.d/conda.fish no change /usr/local/miniconda/shell/condabin/Conda.psm1 no change /usr/local/miniconda/shell/condabin/conda-hook.ps1 no change /usr/local/miniconda/lib/python3.11/site-packages/xontrib/conda.xsh no change /usr/local/miniconda/etc/profile.d/conda.csh modified /home/USERNAME/.bashrc ==> For changes to take effect, close and re-open your current shell. <== |
After restarting your shell, you should be able to see that you're in base environment of conda.
(base) $ conda activate dt_3_3 (dt_3_3) $ epct info epct_version: 3.3.0 etc_dir: /usr/local/miniconda/envs/dt_3_3/etc/epct workspace_dir: /usr/local/miniconda/envs/dt_3_3/var/cache/epct customisations_log_dir: /usr/local/miniconda/envs/dt_3_3/var/log/epct output_dir: / installed_plugins: - epct-plugin-ncarrays, 1.1.0 - epct-plugin-gis, 3.2.0 registered_backends: - epct_1d_array - epct_2d_array - epct_ascatl1szf - epct_eps_gome2l1b - epct_eps_grasl1 - epct_eps_iasil1c - epct_eps_iasisnd02 - epct_eps_native - epct_eps_native_gome2l1_iasisnd02 - epct_gis - epct_gis_eps - epct_gis_eps_grib2 - epct_gis_glbsst - epct_gis_glbsst_grib2 - epct_gis_grib2 - epct_gis_hrit - epct_gis_hrit_grib2 - epct_gis_msg - epct_gis_msg_meteo_bufr - epct_or1sww025 |
The Data Tailor Standalone is ready to use. Whenever you want to use the application, just activate your conda environment with $ conda activate dt_3_3 and run your customisations.
The Data Tailor standalone has multiple ways of use including a web-app GUI (graphical user-interface), CLI (command line interface), a Python Library and within EUMDAC. For more information, please refer to: Data Tailor Standalone Guide. Below is a small example of using the application with CLI.
(base) $ conda activate dt_3_3 |
Run your customisation.
(dt_3_3) $ epct run-chain -f chain.yaml MSG3-SEVI-MSG15-0100-NA-20240307112742.143000000Z-NA.zip 2024-03-07 11:39:46 - PROCESSING.chain_runner[286] - INFO - Start process "39923ab4" 2024-03-07 11:39:46 - PROCESSING.chain_runner[236] - INFO - WORKER: localhost 2024-03-07 11:39:46 - PROCESSING.chain_runner[237] - INFO - PID: 187464 2024-03-07 11:39:46 - PROCESSING.chain_runner[238] - INFO - backend: epct_gis_msg 2024-03-07 11:39:46 - PROCESSING.chain_runner[239] - INFO - user: None 2024-03-07 11:39:49 - PROCESSING.preprocessing[612] - INFO - Processing details - product: HRSEVIRI chain-name: None chain-details: -product: HRSEVIRI -format: NetCDF4 (simplified) -projection: Geographic / Plate-Carree -roi: Western Europe -filter: Custom 2024-03-07 11:39:49 - PROCESSING.preprocessing[618] - INFO - ROI name: Western Europe - NSWE: [67, 35, -23, 16] - process: 39923ab4 2024-03-07 11:39:49 - PROCESSING.preprocessing[619] - INFO - Input products: MSG3-SEVI-MSG15-0100-NA-20240307112742.143000000Z-NA.nat 2024-03-07 11:39:49 - PROCESSING.epct_gis[1452] - INFO - Expected steps: 6 2024-03-07 11:39:49 - PROCESSING.epct_gis[1454] - INFO - Starting step "IMPORT" 1/6 ... 2024-03-07 11:39:49 - PROCESSING.vrt[89] - INFO - Command line and its output ... gdal_translate -of VRT -a_srs "+proj=geos +h=35785831 +lon_0=0.0 +ellps=GRS80 +no_defs" -a_ullr -5565747.7 5565747.7 5565747.7 -5565747.7 -b 9 -b 10 -b 11 RAD:/usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/decompressed_data/MSG3-SEVI-MSG15-0100-NA-20240307112742.143000000Z-NA.nat /usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/MSG3-SEVI-MSG15-0100-NA-20240307112742.143000000Z-NA.vrt 2024-03-07 11:39:49 - PROCESSING.epct_gis[1091] - INFO - a preliminary ROI is applied to the intermediate VRT 2024-03-07 11:39:49 - PROCESSING.vrt[89] - INFO - Command line and its output ... gdalwarp -cutline /usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/roi.shp -crop_to_cutline -cblend 10 -r bilinear --config OGR_ENABLE_PARTIAL_REPROJECTION YES /usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/MSG3-SEVI-MSG15-0100-NA-20240307112742.143000000Z-NA.vrt /usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/MSG3-SEVI-MSG15-0100-NA-20240307112742.143000000Z-NA_roi.vrt 2024-03-07 11:39:50 - PROCESSING.epct_gis[1457] - INFO - ... step "IMPORT" finished! 2024-03-07 11:39:50 - PROCESSING.epct_gis[1464] - INFO - Starting step "FILTER" 2/6 ... 2024-03-07 11:39:50 - PROCESSING.epct_gis[1468] - INFO - ... step "FILTER" finished! 2024-03-07 11:39:50 - PROCESSING.epct_gis[1464] - INFO - Starting step "INTERMEDIATE_REPROJECTION" 3/6 ... 2024-03-07 11:39:50 - PROCESSING.vrt[89] - INFO - Command line and its output ... gdalwarp -overwrite --config CPL_MAX_ERROR_REPORTS 1 -of GTiff -co BIGTIFF=IF_SAFER -t_srs EPSG:4326 --config THRESHOLD 0.005 -r bilinear -co COMPRESS=DEFLATE -srcnodata -1000.0 "/usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/MSG3-SEVI-MSG15-0100-NA-20240307112742.143000000Z-NA_roi.vrt" "/usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/intermediate_warped.tif" 2024-03-07 11:39:55 - PROCESSING.epct_gis[1134] - INFO - ... step "INTERMEDIATE_REPROJECTION" finished! 2024-03-07 11:39:55 - PROCESSING.epct_gis[1464] - INFO - Starting step "ROI" 4/6 ... 2024-03-07 11:39:55 - PROCESSING.vrt[89] - INFO - Command line and its output ... gdalwarp -overwrite --config CPL_MAX_ERROR_REPORTS 1 -te -23.0 35.0 16.0 67.0 --config THRESHOLD 0.005 -r bilinear "/usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/intermediate_warped.tif" "/usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/intermediate_warped_cut.tif" 2024-03-07 11:39:55 - PROCESSING.epct_gis[1134] - INFO - ... step "ROI" finished! 2024-03-07 11:39:55 - PROCESSING.epct_gis[1464] - INFO - Starting step "FORMAT" 5/6 ... 2024-03-07 11:39:55 - PROCESSING.vrt[89] - INFO - Command line and its output ... gdal_translate -ot Float32 -of netCDF -co FORMAT=NC4 "/usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/intermediate_warped_cut.tif" "/usr/local/miniconda/envs/dt_3_3/var/cache/epct/EPCT_HRSEVIRI_FPC_39923ab4/OUTPUTS/EPCT_HRSEVIRI_FPC_39923ab4.nc" 2024-03-07 11:39:55 - PROCESSING.epct_gis[1134] - INFO - ... step "FORMAT" finished! 2024-03-07 11:39:55 - PROCESSING.postprocessing[468] - INFO - Starting step "POST-PROCESSING" 6/6 ... 2024-03-07 11:39:55 - PROCESSING.postprocessing[493] - INFO - ... step "POST-PROCESSING" finished! 2024-03-07 11:39:55 - PROCESSING.postprocessing[495] - INFO - output-product: ./HRSEVIRI_20240307T111509Z_20240307T112742Z_epct_39923ab4_FPC.nc 2024-03-07 11:39:55 - PROCESSING.postprocessing[503] - INFO - customisation time: 9 - process: 39923ab4 2024-03-07 11:39:55 - PROCESSING.postprocessing[504] - INFO - *** STOP PROCESSING - Status DONE *** processing-time: 9.4 [sec] |
The chain.yaml file is populated as follows:
product: HRSEVIRI
format: netcdf4
projection: geographic
roi: western_europe
filter:
bands:
- channel_9
- channel_10
- channel_11
|
The HRSEVIRI product (MSG3-SEVI-MSG15-0100-NA-20240307112742.143000000Z-NA.zip) is downloaded directly from the Data Store (using eumdac to be specific) and untouched.