Additional Tools and Resources

This page provides provides a curated list of software tools and resources that are related to or can be used in conjunction with FORCE.

Download

landsatlinks

landsatlinks by Stefan Ernst offers a simple command line interface to retrieve download links for Landsat Collection 2 Level 1 product bundles through the USGS/EROS machine-to-machine API. This tool has been shipped under the name force-level1-landsat in past FORCE releases, but is available as a standalone tool with the same usage as before. It provides built-in support for checking download links against FORCE logfiles and only retrieve unprocessed images. It can also produce file queues for Level 2 processing with force-level2. A docker image is available.

CDSE_Sentinel2_downloader

The CDSE_Sentinel2_downloader by Vu-Dong Pham is a Python tool to retrieve Sentinel-2 Level 1C products from the Copernicus Data Space Ecosystem through the OData API. It provides built-in support for checking download links against FORCE logfiles and only retrieve unprocessed images.

CDSETool

CDSETool is a Python tool to find and retrieve products from the Copernicus Data Space Ecosystem through the OData API. CDSETool contains a command line interface, but can also be used as a library. There is support for downloading individual files from products, and multiple downloads can be performed concurrently.

QGIS Plugins

Processing

Visualization

EnMAP-Box

FORCE4Q https://force4q.readthedocs.io/en/develop/ by Andreas Janz

Raster Timeseries Manager https://raster-timeseries-manager.readthedocs.io/en/latest/ by Andreas Janz

Raster Data Plotting https://raster-data-plotting.readthedocs.io/en/latest/ by Andreas Janz

EO Time Series Viewer https://eo-time-series-viewer.readthedocs.io/en/latest/ by Benjamin Jakimow

Bit Flag Renderer https://bit-flag-renderer.readthedocs.io/en/latest/ by Benjamin Jakimow

Other

https://github.com/vudongpham/FORCE-Live by Vu-Dong Pham

https://github.com/leonsnill/geeo by Leon Nill

https://github.com/felixlobert/force-sar by Felix Lobert

https://github.com/Florian-Katerndahl/haze by Florian Katerndahl

https://github.com/maxfreu/ForceCubeAccess.jl by Max Freudenberg