Rapid Detection Of Debris Flows Using Synthetic Aperture Radar: A Coherence-Based Methodology
Abstract
Publication Date:
2023
abstract:
The ability to detect and map landslides triggered by intense rainfall in quasi-real time is essential
to mitigate their impact and for effective crisis management. The manipulation of space-borne
synthetic aperture radar (SAR) images has proven to be one of the most valuable and inalienable
asset for this type of investigation. In mountainous areas, morphological variations, related to
surface processes and activated by forceful meteorological events, can be usually detected by
applying three type of approaches: amplitude-based methods, phase-coherence-based methods
and polarimetric techniques. This study present a rapid, effective and straightforward coherencebased
methodology which, using just three SAR images, can detect the activation of debris flows
with a latency solely related to the repeat cycle of the SAR mission. The technique has been tested
in the Italian Dolomites using the dataset of European Space Agency's mission Sentinel-1, showing
promising results. This research is carried out in the framework of Project VAILAND, a joint
research agreement funded by the Veneto Region (Italy).
Iris type:
04.02 Abstract in Atti di convegno
Keywords:
Debris Flow; Sentinel-1; SAR interferometry; Coherence
List of contributors: