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Netanel Fishman

Hebrew University of Jerusalem - Robert H. Smith Faculty of Agriculture

Graduate Student

SCHOLARLY PAPERS

2

DOWNLOADS

107

TOTAL CITATIONS

0

Scholarly Papers (2)

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
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:

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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
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:

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