The retrieval of (almost) daily soil moisture from C-band Sentinel-1 Synthetic Aperture Radar (SAR) records is still influenced by incidence angle effects and vegetation dynamics. In this study we present a method to reduce the effects of both methods on the alpha approximation methods, a time series approach assuming changes in backscattering signals between two consecutive observations are related to a change in soil moisture. By implementing a Fourier series for incidence angle normalization and a linear regression to co-polarized backscatter for a vegetation adaption, the alpha approximation method has been extended to gain high temporal resolution soil moisture time series. The approach was tested in the Rur catchment, Germany and the Apulian Tavoliere, Italy.

EXTENDED ALPHA APPROXIMATION METHOD FOR THE RETRIEVAL OF SOIL MOISTURE UNDER DYNAMIC VEGETATION BY MULTI-INCIDENCE ANGLE SENTINEL-1

Anna Balenzano;Francesco Mattia;
2023

Abstract

The retrieval of (almost) daily soil moisture from C-band Sentinel-1 Synthetic Aperture Radar (SAR) records is still influenced by incidence angle effects and vegetation dynamics. In this study we present a method to reduce the effects of both methods on the alpha approximation methods, a time series approach assuming changes in backscattering signals between two consecutive observations are related to a change in soil moisture. By implementing a Fourier series for incidence angle normalization and a linear regression to co-polarized backscatter for a vegetation adaption, the alpha approximation method has been extended to gain high temporal resolution soil moisture time series. The approach was tested in the Rur catchment, Germany and the Apulian Tavoliere, Italy.
2023
Istituto per il Rilevamento Elettromagnetico dell'Ambiente - IREA
Inglese
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium
Sì, ma tipo non specificato
16-21/07/2023
Pasadena, CA, USA
SAR
Sentinel-1
Soil Moisture
Alpha Approximation
6
none
Mengen, David; Balenzano, Anna; Jagdhuber, Thomas; Mattia, Francesco; Vereecken, Harry; Montzka, Carsten
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/20.500.14243/450886
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