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Aouatif Amine

Ibn Tofail University

SCHOLARLY PAPERS

3

DOWNLOADS

300

TOTAL CITATIONS

3

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 130 (569,079)

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 92 (743,299)

Abstract:

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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 38 (1,267,060)

Abstract:

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

2.

Genetic Algorithm Optimization of Ensemble Learning Approach for Accurate Land Cover and Land Use Mapping

Number of pages: 38 Posted: 11 Dec 2023
Ali Azedou, Aouatif Amine, Isaya Kisekka and Said Lahssini
University of California, Davis, Ibn Tofail University, University of California, Davis and affiliation not provided to SSRN
Downloads 109 (645,052)
Citation 3

Abstract:

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Ensemble classification, Genetic algorithm, Machine Learning, Google Earth Engine, Land cover mapping, Cloud Computing, Hyperparameter optimization, Random Forest, Protected area management, Talassemtane National Park, Morocco.

3.

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 61 (961,006)

Abstract:

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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