Regional Land Cover Monitoring System

Installation

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! 🎉

Features

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

Quick Start

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

Contributing

We welcome contributions from the community. If there are issues are improvements, please submit an issue on Github: https://github.com/sig-gis/rlcms

License

This project is licensed under the GPL-3 License - see the LICENSE file for details.