A prototype ANN based algorithm for the soil moisture retrieval from L- Band in view of the incoming SMAP mission (Contributo in atti di convegno)

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Label
  • A prototype ANN based algorithm for the soil moisture retrieval from L- Band in view of the incoming SMAP mission (Contributo in atti di convegno) (literal)
Anno
  • 2014-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1109/MicroRad.2014.6878897 (literal)
Alternative label
  • Santi, Emanuele; Paloscia, Simonetta; Pettinato, Simone; Fontanelli, Giacomo (2014)
    A prototype ANN based algorithm for the soil moisture retrieval from L- Band in view of the incoming SMAP mission
    in 13th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment - MICRORAD 2014, Pasadena, CA (USA), 24-27 Marzo, 2014
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Santi, Emanuele; Paloscia, Simonetta; Pettinato, Simone; Fontanelli, Giacomo (literal)
Pagina inizio
  • 5 (literal)
Pagina fine
  • 9 (literal)
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  • http://www.scopus.com/record/display.url?eid=2-s2.0-84906775974&origin=inward (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume
  • Proceedings of MicroRad 2014 meeting, Pasadena, March 2014 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali
  • 5 (literal)
Note
  • Scopu (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • Consiglio Nazionale delle Ricerche (literal)
Titolo
  • A prototype ANN based algorithm for the soil moisture retrieval from L- Band in view of the incoming SMAP mission (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn
  • 9781479946440 (literal)
Abstract
  • An algorithm for retrieving soil moisture (SMC) from SMAP acquisitions is presented in this paper. The algorithm is based on Artificial Neural Network (ANN) techniques and takes advantage of the synergy between active and passive SMAP acquisitions. The training was carried out by using both electromagnetic forward models based on the Radiative Transfer Theory (RTT) and experimental data from SMEX02 campaign. © 2014 IEEE. (literal)
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