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Yaron Michael

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

SCHOLARLY PAPERS

3

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143

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0

Scholarly Papers (3)

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1.

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)

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NDVI, modeling, random forest, remote sensing, SVM, water, XGBoost

2.

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)

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Drought-risk, forest decline, Remote Sensing, Support Vector Machine, rain exclusion, VENµS

3.

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)

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FACE, Mediterranean Drylands, Climate Change, Wheat, CO2 Enrichment, Surface Energy Balance