SENTINEL-1 & SENTINEL-2 FOR SOIL MOISTURE RETRIEVAL AT FIELD SCALE
Abstract
Soil moisture content is an essential climate variable that is operationally delivered at low resolution (e.g. 36-9 km) by earth observation missions, such as ESA/SMOS, NASA/SMAP and EUMETSAT/ASCAT. However numerous land applications would benefit from the availability of soil moisture maps at higher resolution. For this reason, there is a large research effort to develop soil moisture products at higher resolution using, for instance, data acquired by the new ESA's Sentinel missions. The objective of this study is twofold. First, it presents the validation status of a pre-operational soil moisture product derived from Sentinel-1 at 1 km resolution. Second, it assesses the possibility of integrating Sentinel-2 data and additional ancillary information, such as parcel borders and high resolution soil texture maps, in order to obtain soil moisture maps at "field scale" resolution, i.e. similar to 0.1 km Case studies concerning agricultural sites located in Europe are presented.
Autore Pugliese
Tutti gli autori
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Mattia F.; Balenzano A.; Satalino G.; Lovergine F.; Peng J.; Wegmuller U.; Cartus O.; Davidson M. W. J.; Kim S.; Johnson J.; Walker J.; Wu X.; Pauwels V. R. N.; McNairn H.; Caldwell T.; Cosh M.; Jackson T.
Titolo volume/Rivista
IEEE International Geoscience and Remote Sensing Symposium proceedings
Anno di pubblicazione
2018
ISSN
2153-6996
ISBN
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Numero di citazioni Wos
Nessuna citazione
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Numero di citazioni Scopus
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Settori ERC
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Codici ASJC
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