Person
Jelena Stamenkovic
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Related publications (4)
Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.
Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations
Jean-Philippe Thiran, Jelena Stamenkovic
In this paper, we address the problem of retrieving soil moisture over a grassland alpine area from Synthetic Aperture Radar (SAR) data using a statistical algorithm trained by simulations of a physical model. A time series of C-band VV-polarized Wide Swat ...
Ieee-Inst Electrical Electronics Engineers Inc2017Synergy of hyperspectral and microwave remote sensing data to derive bio- and geo-physical parameters for land applications
Retrieval of bio/geophysical variables from remote sensing imagery is an important research field. Due to the development and availability of different EO satellites, especially the ones with hyperspectral sensors, the combined use of radar and optical ima ...
EPFL2015Crop Backscatter Modeling And Soil Moisture Estimation With Support Vector Regression
Jean-Philippe Thiran, Devis Tuia, Maurice Borgeaud, Jelena Stamenkovic
In this paper, we used an improved version of the Tor Vergata radiative transfer model to simulate the backscattering coefficient for the L-band SAR signals over areas covered with vegetation. Fields of winter wheat, maize and sugar beet observed during th ...
Ieee2014