Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations.

Jelena Stamenkovic

Jelena Stamenkovic Leila Guerriero Paolo Ferrazzoli Claudia Notarnicola Felix Greifeneder Jean-Philippe Thiran Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations. 4899-4912 2017 55 IEEE Trans. Geosci. Remote. Sens. 9 https://doi.org/10.1109/TGRS.2017.2687421 db/journals/tgrs/tgrs55.html#StamenkovicGFNG17

Iftikhar Ali Felix Greifeneder Jelena Stamenkovic Maxim Neumann Claudia Notarnicola Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data. 16398-16421 2015 7 Remote. Sens. 12 https://doi.org/10.3390/rs71215841 db/journals/remotesensing/remotesensing7.html#AliGSNN15

Jelena Stamenkovic Paolo Ferrazzoli Leila Guerriero Devis Tuia Jean-Philippe Thiran Joining a Discrete Radiative Transfer Model and a Kernel Retrieval Algorithm for Soil Moisture Estimation From SAR Data. 3463-3475 2015 8 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 https://doi.org/10.1109/JSTARS.2015.2432854 db/journals/staeors/staeors8.html#StamenkovicFGTT15

Jelena Stamenkovic Paolo Ferrazzoli Leila Guerriero Devis Tuia Jean-Philippe Thiran Maurice Borgeaud Crop backscatter modeling and soil moisture estimation with support vector regression. 3228-3231 2014 IGARSS https://doi.org/10.1109/IGARSS.2014.6947166 conf/igarss/2014 db/conf/igarss/igarss2014.html#StamenkovicFGTTB14 Felix Greifeneder Claudia Notarnicola Giovanni Cuozzo Giacomo Bertoldi Stefano Della Chiesa Georg Niedrist Jelena Stamenkovic Wolfgang Wagner 0001 Estimation of surface soil moisture in alpine areas based on medium spatial resolution SAR time-series and upscaled in-situ measurements. 92430G 2014 SAR https://doi.org/10.1117/12.2071252 https://www.wikidata.org/entity/Q58395065 conf/sar/2014 db/conf/sar/sar2014.html#GreifenederNCBC14 Jelena Stamenkovic Claudia Notarnicola Nadine Spindler Giovanni Cuozzo Giacomo Bertoldi Stefano Della Chiesa Georg Niedrist Felix Greifeneder Devis Tuia Maurice Borgeaud Jean-Philippe Thiran Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression. 92430R 2014 SAR https://doi.org/10.1117/12.2072828 conf/sar/2014 db/conf/sar/sar2014.html#StamenkovicNSCB14 Jelena Stamenkovic Devis Tuia Frank de Morsier Maurice Borgeaud Jean-Philippe Thiran Estimation of soil moisture from airborne hyperspectral imagery with support vector regression. 1-4 2013 WHISPERS https://doi.org/10.1109/WHISPERS.2013.8080716 conf/whispers/2013 db/conf/whispers/whispers2013.html#StamenkovicTMBT13 Iftikhar Ali Giacomo Bertoldi Maurice Borgeaud Stefano Della Chiesa Giovanni Cuozzo Paolo Ferrazzoli Felix Greifeneder Leila Guerriero Frank de Morsier Maxim Neumann Georg Niedrist Claudia Notarnicola Nadine Spindler Jean-Philippe Thiran Devis Tuia Wolfgang Wagner 0001