Estimation of soil moisture from airborne hyperspectral imagery with support vector regression

Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing

Volumn 2013-June, Issue , 2013, Pages

  Stamenkovic, Jelena ^a   Tuia, Devis ^a   De Morsier, Frank ^a   Borgeaud, Maurice ^b   Thiran, Jean Philippe ^a  

^a EPFL   (Switzerland)

^b ESA ESRIN   (Italy)

Author keywords

Bare Soils; Hyperspectral Imagery; Soil Moisture Estimation; Support Vector Regression (SVR)

Indexed keywords

IMAGE PROCESSING; REGRESSION ANALYSIS; REMOTE SENSING; SAMPLING; SPECTROSCOPY;

BARE SOILS; DATA DISTRIBUTION; GENERALIZATION PROPERTIES; HYPER-SPECTRAL IMAGERIES; NON-PARAMETRIC; SOIL MOISTURE ESTIMATION; SUPPORT VECTOR REGRESSION (SVR); TRAINING SAMPLE;

SOIL MOISTURE;

EID: 84922661076     PISSN: 21586276     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WHISPERS.2013.8080716     Document Type: Conference Paper

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