Incidence angle diversity on L-band microwave radiometry and its impact on consistent soil moisture retrievals

  • Incidence angle diversity of space-borne L-band radiometers needs to be taken into account for a consistent estimation of surface soil moisture (SM). In this study, the Land Parameter Retrieval Model (LPRM) is applied to SMOS brightness temperatures to calibrate the effective scattering albedo (w) and the soil roughness (h 1 ) parameter against ERA5-land SM. The analysis is carried out for SMOS data at three different incidence angles ( 32.5±5∘, 42.5±5∘ and 52.5±5∘ ) focusing in 2016 on the three main land cover types of the Iberian Peninsula according to the Climate Change Initiative (agricultural, forest and grassland). The parameterization shows an increasing trend of w and h 1 with rise of incidence angle. The SM retrieval have been evaluated with in situ SM measurements of the REMEDHUS network on rainfed crop fields. Both compare well at the three incidence angles, obtaining high correlations (0.81-0.85), an ubRMSE around 0.04 m 3 m −3 and low bias (0-0.015 m 3 m −3 ).

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Metadaten
Author:Gerard Portal, Merce Vall-llossera, Thomas JagdhuberORCiDGND, Adriano Camps, Miriam Pablos', Maria Piles
Frontdoor URLhttps://opus.bibliothek.uni-augsburg.de/opus4/114860
ISBN:978-1-6654-4762-1OPAC
Parent Title (English):2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 12-16 July 2021, Brussels, Belgium; proceedings
Publisher:IEEE
Place of publication:Los Alamitos, CA
Editor:Ramon Hanssen, Joost Vandenabeele, Diego Miralles, Claudio Persello, Kathelijne Beenen
Type:Conference Proceeding
Language:English
Year of first Publication:2021
Release Date:2024/09/03
First Page:6186
Last Page:6189
DOI:https://doi.org/10.1109/igarss47720.2021.9553132
Institutes:Fakultät für Angewandte Informatik
Fakultät für Angewandte Informatik / Institut für Geographie
Fakultät für Angewandte Informatik / Institut für Geographie / Lehrstuhl für Physische Geographie mit Schwerpunkt Klimaforschung
Nachhaltigkeitsziele
Nachhaltigkeitsziele / Ziel 2 - Kein Hunger
Nachhaltigkeitsziele / Ziel 6 - Sauberes Wasser und Sanitäre Einrichtungen
Nachhaltigkeitsziele / Ziel 13 - Maßnahmen zum Klimaschutz
Dewey Decimal Classification:5 Naturwissenschaften und Mathematik / 55 Geowissenschaften, Geologie / 550 Geowissenschaften