DeepSalt: Bridging Laboratory and Satellite Spectra Through Domain Adaptation and Knowledge Distillation for Large-Scale Soil Salinity Estimation

Rupasree Dey, Abdul Matin, Everett Lewark, Tanjim Bin Faruk, Andrei Bachinin, Sam Leuthold, M. Francesca Cotrufo, Shrideep Pallickara, Sangmi Lee Pallickara. DeepSalt: Bridging Laboratory and Satellite Spectra Through Domain Adaptation and Knowledge Distillation for Large-Scale Soil Salinity Estimation. In IEEE International Conference on Big Data, BigData 2025, Macau, China, December 8-11, 2025. pages 1913-1923, IEEE, 2025. [doi]

Abstract

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