Powder River Basin Transportation & Infrastructure

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Tasseled cap angle transformation applied to 2018 Landsat 8 OLI imagery. Coal mines in the Powder River Basin of Wyoming are displayed. Lighter shades of blue indicate a higher ratio of barren land to vegetation and darker shades indicate a lower ratio of barren land to vegetation. End users can use this transformation as a proxy for identifying how barren, mined lands change over time.

Monitoring Land Disturbances Caused by Coal Mining in the Powder River Basin Using Remote Sensing

Coal mines in the Powder River Basin of Wyoming account for approximately 41 percent of coal production in the United States, causing significant land disturbances. Without proper reclamation practices, orphan mines create barren, unstable lands unlikely to recover. Where mines have been successfully reclaimed, human and natural communities have benefited from reconnected hydrology, functioning ecosystems, and economic opportunities, but the financial decline of the coal industry has raised concerns about the stability of long-term reclamation efforts. The Powder River Basin Transportation & Infrastructure team partnered with the Powder River Basin Resource Council and the Western Organization of Resource Councils to create a Coal Mining Assessment Tool (CMAT) in Google Earth Engine to monitor the impacts and reclamation efforts of coal mines in the basin. The tool incorporates Earth observations from Landsat 5 Thematic Mapper (TM), Landsat 7 Enhanced Thematic Mapper Plus (ETM+), and Landsat 8 Operational Land Imager (OLI), and utilizes the LandTrendr change detection algorithm to assess land disturbance. CMAT outputs include land disturbance maps and charts showing how land cover, Normalized Difference Vegetation Index (NDVI), Normalized Difference Water Index (NDWI), and tasseled cap transformations have changed from 1985 to 2018. In a case study of three neighboring mines, results showed that the mine nationally recognized for its reclamation practices recovered land up to 78 percent faster than its neighbors. The ability to visualize and assess how coal mining and reclamation has progressed over the study period will allow partners to better understand and advocate for regional reclamation practices.

Location
California — Ames
Term
Summer 2019
Partner(s)
Powder River Basin Resource Council
Western Organization of Resource Councils
Clemson University, Energy-Economy-Environment Systems Analysis Group
SkyTruth
NASA Earth Observations
Landsat 5 TM
Landsat 7 ETM+
Landsat 8 OLI
Team
Gina Cova (Project Lead)
Andrew Bake
Claudia Herbert
Hayley Pippin
Advisor(s)
Dr. Juan Torres-Pérez (Bay Area Environmental Research Institute, NASA Ames Research Center)
Dr. Kenton Ross (NASA Langley Research Center)
John Dilger (Spatial Informatics Group, LLC)