Datacubes for Landslide Detection with SAR Imagery

Four analysis-ready datacubes with multiple layers of SAR time-series data and interferometric products (coherence, InSAR) and auxiliary topographic information (elevation, slope, aspect, curvature) for multiple landslide events along with the corresponding landslide labels. Area Cause Date of event Dimensions Label Type Label Source Hokkaido, Japan Earthquake 06-Sep-18 {'y': 5382, 'x': 4398, 'timestep': 26, 'timepair': 16} Segmentation link Puerto Rico Hurricane Maria 16-09-2017 - 02-10-2017 {'y': 7134, 'x': 19251, 'timestep': 6, 'timepair': 4} Landslide heads link Mt Talakmau, Indonesia Earthquake 25-Feb-22 {'y': 4313, 'x': 3006, 'timestep': 20, 'timepair': 12} Segmentation link Kaikoura, New Zealand Earthquake 14-Nov-16 {'y': 16973, 'x': 15930, 'timestep': 5, 'timepair': 9} Landslide centroids link Acknowledgements This work has been enabled by the Frontier Development Lab Program (FDL). FDL is a collaboration between SETI Institute and Trillium Technologies Inc., in partnership with the Department of Energy (DOE) , National Aeronautics and Space Administration (NASA), and U.S. Geological Survey (USGS).The material is based upon work supported by NASA under award No(s) NNX14AT27A.