In this study, a dual-polarization (DP) processing chain is pre- sented to identify burned area in C-band PolSAR imagery and to estimate burn severity. The processing is performed ac- cording to a DP change detection scheme that uses a pair of SAR imagery collected before and after the wildfire. Finally, the output is clustered into 3 severity classes. Experimen- tal results obtained processing a Sentinel-1 SAR data set col- lected over the burned area of Monti Pisani, Italy, confirm the soundness of the proposed approach.

A DUAL-POLARIMETRIC APPROACH TO OBSERVE WILDFIRES USING C-BAND POLSAR MEASUREMENTS

2021

Abstract

In this study, a dual-polarization (DP) processing chain is pre- sented to identify burned area in C-band PolSAR imagery and to estimate burn severity. The processing is performed ac- cording to a DP change detection scheme that uses a pair of SAR imagery collected before and after the wildfire. Finally, the output is clustered into 3 severity classes. Experimen- tal results obtained processing a Sentinel-1 SAR data set col- lected over the burned area of Monti Pisani, Italy, confirm the soundness of the proposed approach.
2021
Istituto di Ricerca sugli Ecosistemi Terrestri - IRET
Creole e pidgin, basati sull'inglese (Altre)
IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium
5953
5956
4
978-1-6654-0369-6
https://ieeexplore.ieee.org/document/9554941/authors#authors
Sì, ma tipo non specificato
12-16/07/2021
Brussels, Belgium
Wildfires
polarimetry
SAR
change detection
1
none
Ferdinando NunziataEmanuele FerrentinoAndrea BuonoMaurizio SartiMaurizio Migliaccio,
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/398069
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