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Giannis Gallios

University of Florida

PO Box 117165, 201 Stuzin Hall

Gainesville, FL 32610-0496

United States

  • University of Florida

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Scholarly Papers (1)

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Federated Earth-Observation Models for Collaborative Farm-Scale Soil Mapping

Number of pages: 51 Posted: 13 Aug 2025
Giannis Gallios, Jose Alexandre Melo Dematte, Nikolaos L. Tsakiridis, Matheus C. Cardoso, Anastasia Kritharoula and Nikolaos Tziolas
University of Florida, University of São Paulo (USP) - Department of Soil Science, Aristotle University of Thessaloniki, affiliation not provided to SSRN, University of Florida and University of Florida
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Convolutional Neural Networks, Privacy-Preserving Analytics, Sentinel-2, GeoServer API, non-IID Data, Decentralized, Sentinel