Michael H. Cosh

USDA Agricultural Research Service

SCHOLARLY PAPERS

3

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146

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Ensemble Deep Learning Towards High-Resolution Soil-Moisture Mapping for Enhanced Water Management in California's Central Valley1

Downloads 87 (633,142)

Ensemble Deep Learning Towards High-Resolution Soil-Moisture Mapping for Enhanced Water Management in California's Central Valley1

Number of pages: 43 Posted: 28 Sep 2024
Ali Azedou, Aouatif Amine, Said Lahssini, Gordon Osterman, Mauricio Arboleda-Zapata, Michael H. Cosh and Isaya Kisekka
University of California, Davis, Ibn Tofail University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, USDA Agricultural Research Service and University of California, Davis
Downloads 70 (728,898)

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Deep learning, soil moisture mapping, Water management, California's Central Valley, ensemble modeling, SMAP satellite, root-zone soil moisture, downscaling, evapotranspiration, groundwater sustainability, soil water

Ensemble Deep Learning Towards High-Resolution Soil-Moisture Mapping for Enhanced Water Management in California's Central Valley1

Number of pages: 47 Posted: 05 Apr 2025
Ali Azedou, Aouatif Amine, Said Lahssini, Gordon Osterman, Mauricio Arboleda-Zapata, Michael H. Cosh and Isaya Kisekka
University of California, Davis, Ibn Tofail University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, USDA Agricultural Research Service and University of California, Davis
Downloads 17 (1,239,702)

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Deep Learning, soil moisture downscaling, water management, ensemble modeling, SMAP, root zone soil moisture

2.

Ensemble Deep Learning Towards High-Resolution Soil-Moisture Mapping for Enhanced Water Management in California's Central Valley

Number of pages: 48 Posted: 27 Nov 2024
Ali Azedou, Aouatif Amine, Said Lahssini, Gordon Osterman, Mauricio Arboleda-Zapata, Michael H. Cosh and Isaya Kisekka
University of California, Davis, Ibn Tofail University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, USDA Agricultural Research Service and University of California, Davis
Downloads 31 (1,030,869)

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deep learning, soil moisture mapping, Water management, California's Central Valley, ensemble modeling, SMAP satellite, root-zone soil moisture, downscaling, evapotranspiration, groundwater sustainability, soil water

3.

Simultaneous Estimation of Soil Moisture and Soil Organic Matter from Dielectric Measurements - Part 1: Optimal Estimation Strategy

Number of pages: 32 Posted: 02 Apr 2025
Chang-Hwan PARK, Ankur R. Desai, Jingyi Huang, Andreas Colliander, Hyunglok Kim, Thomas Jagdhuber, Venkataraman Lakshmi, Michael H. Cosh, Aaron Berg and Jean-Pierre Wigneron
Ajou University, University of Wisconsin-Madison, University of Wisconsin-Madison, Government of the United States of America - Jet Propulsion Laboratory, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, USDA Agricultural Research Service, University of Guelph and affiliation not provided to SSRN
Downloads 28 (1,065,057)

Abstract:

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Carbon Sequestration, Optimal Estimation, Dielectric Mixing Model, Soil Mostiure, Soil Organic Matter, Prescision Agriculture