stactools package for NOAA''s Multi-Radar Multi-Sensor Quantitative Precipitation Estimation dataset
Project description
stactools-noaa-mrms-qpe
- Name: noaa-mrms-qpe
- Package:
stactools.noaa_mrms_qpe
- PyPI: https://pypi-hypernode.com/project/stactools-noaa-mrms-qpe/
- Owner: @m-mohr
- Dataset homepage: https://mrms.nssl.noaa.gov
- STAC extensions used:
- Extra fields:
- See the NOAA MRMS QPE extension for details
A stactools package for NOAA's Multi-Radar Multi-Sensor (MRMS) Quantitative Precipitation Estimation (QPE) dataset.
This package can generate STAC files from (gzipped) GRIB2 files that link to the original GRIB2 files and/or to Cloud-Optimized GeoTiffs (COGs) in the original or any other EPSG projection.
STAC Examples
Installation
pip install stactools-noaa-mrms-qpe
Command-line Usage
Collection
Create a collection, e.g. 24-hour Pass 2:
stac noaa-mrms-qpe create-collection collection.json --period 24 --pass_no 2
Get information about all options for collection creation:
stac noaa-mrms-qpe create-collection --help
Item
Create an item for continentel US with a GRIB2 and COG asset:
stac noaa-mrms-qpe create-item MRMS_MultiSensor_QPE_24H_Pass2_00.00_20220530-120000.grib2.gz item_grib.json --collection collection.json
Create an item for ALASKA with only a COG asset converted to EPSG:3857:
stac noaa-mrms-qpe create-item MRMS_MultiSensor_QPE_24H_Pass2_00.00_20220530-120000.grib2.gz item.json --aoi ALASKA --collection collection.json --nogrib TRUE --epsg 3857
Get information about all options for item creation:
stac noaa-mrms-qpe create-item --help
Use stac noaa-mrms-qpe --help
to see all subcommands and options.
Note: This package can only read files that contain the timestamp in the file name. It can NOT read the files that contain latest
instead of a timestamp in the file name.
Contributing
We use pre-commit to check any changes. To set up your development environment:
$ pip install -e .
$ pip install -r requirements-dev.txt
$ pre-commit install
To check all files:
$ pre-commit run --all-files
To run the tests:
$ pytest -vv
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