jculpepper7 / lakecostr_colab

lakeCoSTR tool for use in Colab, with user guide

lakeCoSTR for Colab

lakeCoSTR is a Python notebook for Google Colaboratory to facilitate the acquisition and aggregation of the Landsat Collection 2 surface temperature product for global lakes. lakeCoSTR also will pair user-provided in situ data with the Landsat record, providing a ground-truth dataset for users to aess the performance of the Landsat Collection 2 surface temperature estimates for their lake of interest. Please refer to the User Guide prior to using the tool.

Links and Suggested Citations

Links

lakeCoSTR_colab v1.12 software

lakeCoSTR manuscript in Ecosphere featuring this product: lakeCoSTR: A tool to facilitate use of Landsat Collection 2 to estimate lake surface water temperatures.

Suggested Citations

Herrick, C., & Steele, B. G., et al. 2023. lakeCoSTR: A Tool to Facilitate Use of Landsat Collection 2 to Estimate Lake Surface Water Temperatures. Ecosphere 14(1): e4357. https://doi.org/10.1002/ecs2.4357

Herrick, C., & Steele, B. G. 2022. lakeCoSTR for Google Colaboratory v1.12 (v1.12). Zenodo. https://doi.org/10.5281/zenodo.7097585

Input and Output Examples

Further documentation and examples of input and output files can be found at the lakeCoSTR_examples repository.

Version History

v1.12: This update includes masking of cloud shadows.

License

This work is licensed under a GNU GPL3 licence. Note that data acquired using GEE can not be used for commercial use without express permission from NASA.