Jelena Stamenkovic

According to our database, Jelena Stamenkovic authored at least 7 papers between 2013 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2017

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

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

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

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

Proceedings of the SAR Image Analysis, 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

Proceedings of the SAR Image Analysis, 2014

Crop backscatter modeling and soil moisture estimation with support vector regression.

Jelena Stamenkovic, Paolo Ferrazzoli, Leila Guerriero, Devis Tuia, Jean-Philippe Thiran, Maurice Borgeaud

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

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

Jelena Stamenkovic, Devis Tuia, Frank de Morsier, Maurice Borgeaud, Jean-Philippe Thiran

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013