Estimation of soil moisture from airborne hyperspectral imagery with support vector regression. - Jelena Stamenkovic; Devis Tuia; Frank de Morsier; Maurice Borgeaud; Jean-Philippe Thiran (WHISPERS, 2013)

Crop backscatter modeling and soil moisture estimation with support vector regression. - Jelena Stamenkovic; Paolo Ferrazzoli; Leila Guerriero; Devis Tuia; Jean-Philippe Thiran; Maurice Borgeaud (IGARSS, 2014)

Estimation of surface soil moisture in alpine areas based on medium spatial resolution SAR time-series and upscaled in-situ measurements. - Felix Greifeneder; Claudia Notarnicola; Giovanni Cuozzo; Giacomo Bertoldi; Stefano Della Chiesa; Georg Niedrist; Jelena Stamenkovic; Wolfgang Wagner 001 (SAR, 2014)

Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression. - Jelena Stamenkovic; Claudia Notarnicola; Nadine Spindler; Giovanni Cuozzo; Giacomo Bertoldi; Stefano Della Chiesa; Georg Niedrist; Felix Greifeneder; Devis Tuia; Maurice Borgeaud; Jean-Philippe Thiran (SAR, 2014)

Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data. - Iftikhar Ali; Felix Greifeneder; Jelena Stamenkovic; Maxim Neumann; Claudia Notarnicola (Remote. Sens., 2015)

Joining a Discrete Radiative Transfer Model and a Kernel Retrieval Algorithm for Soil Moisture Estimation From SAR Data. - Jelena Stamenkovic; Paolo Ferrazzoli; Leila Guerriero; Devis Tuia; Jean-Philippe Thiran (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations. - Jelena Stamenkovic; Leila Guerriero; Paolo Ferrazzoli; Claudia Notarnicola; Felix Greifeneder; Jean-Philippe Thiran (IEEE Trans. Geosci. Remote. Sens., 2017)