Author Page for Gabriel Mulero

Wheat Leaf Area Index Retrieval from Drone-Derived Hyperspectral and Lidar Imagery Using Machine Learning Algorithms

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Wheat Leaf Area Index Retrieval from Drone-Derived Hyperspectral and Lidar Imagery Using Machine Learning Algorithms

Number of pages: 49 Posted: 21 Oct 2024

Gabriel Mulero, David J. Bonfil and David Helman

Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, Agricultural Research Organization Volcani Center and Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences

Downloads 87 (773,441)

Abstract:

Wheat Leaf Area Index Retrieval from Drone-Derived Hyperspectral and Lidar Imagery Using Machine Learning Algorithms

Number of pages: 26 Posted: 10 Jul 2024 Last Revised: 19 May 2025

Gabriel Mulero, David J. Bonfil and David Helman

Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, Agricultural Research Organization Volcani Center and Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences

Downloads 61 (966,800)

Abstract:

2.

Leaf Water Potential in a Mixed Mediterranean Forest from Machine Learning and Unmanned Aerial Vehicle (UAV)-based Hyperspectral Imaging

Number of pages: 29 Posted: 09 Oct 2024

Netanel Fishman, Yehudah Yungshtein, Assaf Yaakobi, Sophie Obersteiner, Laura Rez, Gabriel Mulero, Yaron Michael, Tamir Klein and David Helman

Hebrew University of Jerusalem - Robert H. Smith Faculty of Agriculture, Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, Weizmann Institute of Science - Faculty of Biochemistry, Weizmann Institute of Science - Faculty of Biochemistry, Weizmann Institute of Science - Department of Earth and Planetary Sciences, Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, Weizmann Institute of Science and Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences

Downloads 57 (989,921)

Abstract:

3.

Early Detection of Drought-Stressed Stands in Mediterranean Forests Using Remote Sensing and Machine Learning Classification Models in a Rainfall Exclusion Experiment

Number of pages: 31 Posted: 13 Jun 2025 Last Revised: 24 Oct 2025

Yehuda Yungstein, Netanel Fishman, Gil Lerner, Gabriel Mulero, Yaron Michael, Assaf Yaakobi, Sophie Obersteiner, Laura Rez, Tamir Klein and David Helman

affiliation not provided to SSRN, Hebrew University of Jerusalem - Robert H. Smith Faculty of Agriculture, The Hebrew University of Jerusalem, Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, Weizmann Institute of Science - Faculty of Biochemistry, affiliation not provided to SSRN, Weizmann Institute of Science - Department of Earth and Planetary Sciences, Weizmann Institute of Science and Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences

Downloads 50 (1,097,529)

Abstract:

4.

WheatDryFACE: Design, Performance, And Insights from a Multifaceted Mediterranean Dryland Wheat Free-Air Carbon Dioxide Enrichment (FACE) Platform

Number of pages: 46 Posted: 13 May 2026

Gabriel Mulero, David J. Bonfil, Gil Lerner, Emmanuel Tamata, Fedor Egorov, Yedidia Harris, Yaron Michael, Dmitry Usenko and David Helman

Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, Agricultural Research Organization Volcani Center, The Hebrew University of Jerusalem, The Hebrew University of Jerusalem, The Hebrew University of Jerusalem, The Hebrew University of Jerusalem, Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, The Hebrew University of Jerusalem and Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences

Downloads 36 (1,385,945)

Abstract:

5.

Where does the Carbon go? Elevated CO2 Amplifies Photosynthesis under High Nitrogen but not Yield in Dryland Mediterranean Wheat

Number of pages: 37 Posted: 24 Jun 2026

Gabriel Mulero, David J. Bonfil and David Helman

Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences, Agricultural Research Organization Volcani Center and Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences

Downloads 18

Gabriel Mulero

Hebrew University of Jerusalem - Faculty of Agricultural, Food and Environmental Quality Sciences

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Scholarly Papers (5)

Wheat Leaf Area Index Retrieval from Drone-Derived Hyperspectral and Lidar Imagery Using Machine Learning Algorithms

Wheat Leaf Area Index Retrieval from Drone-Derived Hyperspectral and Lidar Imagery Using Machine Learning Algorithms

Abstract:

Wheat Leaf Area Index Retrieval from Drone-Derived Hyperspectral and Lidar Imagery Using Machine Learning Algorithms

Abstract:

Leaf Water Potential in a Mixed Mediterranean Forest from Machine Learning and Unmanned Aerial Vehicle (UAV)-based Hyperspectral Imaging

Abstract:

Early Detection of Drought-Stressed Stands in Mediterranean Forests Using Remote Sensing and Machine Learning Classification Models in a Rainfall Exclusion Experiment

Abstract:

WheatDryFACE: Design, Performance, And Insights from a Multifaceted Mediterranean Dryland Wheat Free-Air Carbon Dioxide Enrichment (FACE) Platform

Abstract:

Where does the Carbon go? Elevated CO2 Amplifies Photosynthesis under High Nitrogen but not Yield in Dryland Mediterranean Wheat

Abstract: