Radiant MLHub
satellite
agriculture
attribution benchmark
building footprints
cloud
crop type
drone
flood detection
goes
image classification
land cover
landsat 8
live fuel moisture
marine debris
naip
nlcd
object detection
off-nadir
planetscope
regression
road network
sar
segmentation
sentinel-1
sentinel-2
synthetic data
tropical storm
wildfire
worldview-2
worldview-3
xai

NASA Flood Extent Detection

This dataset contains synthetic aperture radar (SAR) raster imagery for various flood events acquired from the European Space Agencys Sentinel-1A and Sentinel-1B missions, providing C-Band dual-polarized imagery that spans geographical areas of interest in the United States and Bangladesh. The main emphasis was on the labeling of open water read more...
flood detection
sar
segmentation
sentinel-1

SEN12-FLOOD : A SAR and Multispectral Dataset for Flood Detection

These last decades, Earth Observation brought quantities of new perspectives from geosciences to human activity monitoring. As more data became available, artificial intelligence techniques led to very successful results for understanding remote sensing data. Moreover, various acquisition techniques such as Synthetic Aperture Radar (SAR) can also be used for read more...
flood detection
image classification
sar
sentinel-1
sentinel-2