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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Main Authors: Portal, Gerard, Vall-llossera, Mercè, Jagdhuber, Thomas, Camps, Adriano, Pablos, Miriam, Piles, María
Other Authors: Agencia Estatal de Investigación (España)
Format: capítulo de libro biblioteca
Language:English
Published: Institute of Electrical and Electronics Engineers 2021-07
Online Access:http://hdl.handle.net/10261/267198
http://dx.doi.org/10.13039/501100011033
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spelling dig-icm-es-10261-2671982022-11-04T17:10:46Z Incidence Angle Diversity on L-Band Microwave Radiometry and Its Impact on Consistent Soil Moisture Retrievals Portal, Gerard Vall-llossera, Mercè Jagdhuber, Thomas Camps, Adriano Pablos, Miriam Piles, María Agencia Estatal de Investigación (España) 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) With the institutional support of the ‘Severo Ochoa Centre of Excellence’ accreditation (CEX2019-000928-S) Peer reviewed 2022-04-19T11:41:03Z 2022-04-19T11:41:03Z 2021-07 capítulo de libro http://purl.org/coar/resource_type/c_3248 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (2021) 978-1-6654-0369-6 CEX2019-000928-S http://hdl.handle.net/10261/267198 10.1109/IGARSS47720.2021.9553132 http://dx.doi.org/10.13039/501100011033 en Postprint https://doi.org/10.1109/IGARSS47720.2021.9553132 Sí open Institute of Electrical and Electronics Engineers
institution ICM ES
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country España
countrycode ES
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language English
description 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)
author2 Agencia Estatal de Investigación (España)
author_facet Agencia Estatal de Investigación (España)
Portal, Gerard
Vall-llossera, Mercè
Jagdhuber, Thomas
Camps, Adriano
Pablos, Miriam
Piles, María
format capítulo de libro
author Portal, Gerard
Vall-llossera, Mercè
Jagdhuber, Thomas
Camps, Adriano
Pablos, Miriam
Piles, María
spellingShingle Portal, Gerard
Vall-llossera, Mercè
Jagdhuber, Thomas
Camps, Adriano
Pablos, Miriam
Piles, María
Incidence Angle Diversity on L-Band Microwave Radiometry and Its Impact on Consistent Soil Moisture Retrievals
author_sort Portal, Gerard
title Incidence Angle Diversity on L-Band Microwave Radiometry and Its Impact on Consistent Soil Moisture Retrievals
title_short Incidence Angle Diversity on L-Band Microwave Radiometry and Its Impact on Consistent Soil Moisture Retrievals
title_full Incidence Angle Diversity on L-Band Microwave Radiometry and Its Impact on Consistent Soil Moisture Retrievals
title_fullStr Incidence Angle Diversity on L-Band Microwave Radiometry and Its Impact on Consistent Soil Moisture Retrievals
title_full_unstemmed Incidence Angle Diversity on L-Band Microwave Radiometry and Its Impact on Consistent Soil Moisture Retrievals
title_sort incidence angle diversity on l-band microwave radiometry and its impact on consistent soil moisture retrievals
publisher Institute of Electrical and Electronics Engineers
publishDate 2021-07
url http://hdl.handle.net/10261/267198
http://dx.doi.org/10.13039/501100011033
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