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Geophysical Instrumentation
Global Navigation Satellite Systems (GNSS/GPS)
Automatic Weather Stations (AWS)
Time-lapse photography
Terrestrial LiDAR Scanners (TLS)
Airborne and Ground-based radar
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Remote Sensing Platforms
Synthetic Aperture Radar:
Sentinel-1, Radarsat, ASAR, ICEYE
Optical Imagery:
Landsat, Sentinel-2, MODIS, ASTER, PlanetLabs,
WorldView, Aerial Photographs
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Computational Tools
Python:
xarray, zarr, dask, github, pangeo,
GIS:
QGIS, Google Earth Engine, Arc, ENVI
Machine learning:
SAM, UNet, Roboflow, DeepSort
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Data and Software
