Search Results for author: Max Mauerman

Found 2 papers, 1 papers with code

Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance

no code implementations • 5 Dec 2023 • Tejit Pabari, Beth Tellman, Giannis Karamanolakis, Mitchell Thomas, Max Mauerman, Eugene Wu, Upmanu Lall, Marco Tedesco, Michael S Steckler, Paolo Colosio, Daniel E Osgood, Melody Braun, Jens de Bruijn, Shammun Islam

In this work, we explore a novel approach for supporting satellite-based flood index insurance by extracting high-resolution spatio-temporal information from news media.

Event Extraction

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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

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