Inferring the past: a combined CNN-LSTM deep learning framework to fuse satellites for historical inundation mapping

1 code implementation • 1 May 2023 • Jonathan Giezendanner, Rohit Mukherjee, Matthew Purri, Mitchell Thomas, Max Mauerman, A. K. M. Saiful Islam, Beth Tellman

The Sentinel-1 satellite is effective for flood detection, but for longer time series, other satellites such as MODIS can be used in combination with deep learning models to accurately identify and map past flood events.

Management Time Series