In this project, we assessed soil moisture using SAR images. SAR images were obtained through JAXA, which markets the ALOS-2 satellite. The ALOS-2 satellite provides SAR images in the 1.234 GHz or L-band frequency range and a ground resolution of 3 meters. SAR images from this satellite are acquired in all 4 polarizations and allow for automatic classification according to reflectance type and soil moisture assessment.
Blaž Pongrac; Dušan Gleich, Regression Neural Network for Soil Moisture Estimation, APSAR, 2021.
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