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

Everett Lewark 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. 1913-1923 2025 IEEE Big Data https://doi.org/10.1109/BigData66926.2025.11401634 conf/bigdataconf/2025 db/conf/bigdataconf/bigdataconf2025.html#DeyMLFBLCPP25 Tyson O'Leary Everett Lewark Federico Larrieu Nathan Orwick Paige Hansen Sangmi Lee Pallickara Shrideep Pallickara Scalable Harmonization for Efficient Exploration of Heterogeneous Spatiotemporal Datasets. 7424-7434 2025 IEEE Big Data https://doi.org/10.1109/BigData66926.2025.11401996 conf/bigdataconf/2025 db/conf/bigdataconf/bigdataconf2025.html#OLearyLLOHPP25

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. 2025 October abs/2510.23124 CoRR https://doi.org/10.48550/arXiv.2510.23124 db/journals/corr/corr2510.html#abs-2510-23124 streams/journals/corr

Everett Lewark Matthew Young Paahuni Khandelwal Sangmi Lee Pallickara Shrideep Pallickara Periscope: A Framework for Visualizations of Multiresolution Spatiotemporal Data at Scale. 1373-1380 2024 IEEE Big Data https://doi.org/10.1109/BigData62323.2024.10825317 conf/bigdataconf/2024 db/conf/bigdataconf/bigdataconf2024.html#LewarkYKPP24 Andrei Bachinin M. Francesca Cotrufo Rupasree Dey Tanjim Bin Faruk Paige Hansen Paahuni Khandelwal Federico Larrieu Sam Leuthold Abdul Matin Tyson O'Leary Nathan Orwick Sangmi Lee Pallickara Shrideep Pallickara Matthew Young