Install with pip:
pip install rlcms
Test that earthengine-api is setup and authenticated by checking the folder contents within one of your cloud projects.
- In your shell, run:
earthengine set_project <project-name>
earthengine ls projects/project-name/assets
If you do not get an error and it returns a list of folders and assets similar to this then you are good to go! 🎉
- stratified sampling for use in Collect Earth Online
- Training and validation data extraction, from points or polygon references
- Land cover modeling using Primitive ensembles, complete with model metrics for iterative improvements
from rlcms.composites import Composite
# Create an annual Sentinel-1 Composite
c = Composite(dataset='Sentinel1',
region=aoi,
start_date='2020-01-01',
end_date='2021-12-31',
composite_mode='annual',
reducer='median')
# look at the Composite object
print(c.__dict__)
# retrieve band names
print(f"Composite bands:{c.bands}")
# retrieve ee.Image from Composite object
image = c.image
We welcome contributions from the community. If there are issues are improvements, please submit an issue on Github: https://github.com/sig-gis/rlcms
This project is licensed under the GPL-3 License - see the LICENSE file for details.