David Helman

Hebrew University of Jerusalem — Israel

Environmental Science · Physical Sciences

31h-index3.9kcitations123works1.82yr avg
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Research Topics

Plant Water Relations and Carbon Dynamics(31), Remote Sensing in Agriculture(22), Remote Sensing and LiDAR Applications(14), Urban Heat Island Mitigation(12), Hydrology and Watershed Management Studies(10)

Publications123 total

Data for: Restored but Still Emitting: High CO2 fluxes from a Mediterranean wetland challenge inundation-based restoration strategies
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Data for: Restored but Still Emitting: High CO2 fluxes from a Mediterranean wetland challenge inundation-based restoration strategies
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
<i>VertINGreen</i> : A Practical Application for Planning and Monitoring Indoor Vertical Green Living Walls Based on Remote Sensing and Machine Learning Models
Indoor Air·2026Open Access
Functional diversity among crop models reveals contrasting resilience of soybean and maize to heatwaves and CO2 enrichment
2025Open Access
Early detection of drought-stressed stands in Mediterranean forests using remote sensing and machine learning classification models in a rainfall exclusion experiment
Agricultural and Forest Meteorology·2025· 1 cited
Wheat leaf area index retrieval from drone-derived hyperspectral and LiDAR imagery using machine learning algorithms
Agricultural and Forest Meteorology·2025· 5 cited
Using 3D reconstruction from image motion to predict total leaf area in dwarf tomato plants
Computers and Electronics in Agriculture·2025· 2 cited
No widespread decline in canopy conductance under elevated atmospheric CO2
Agricultural and Forest Meteorology·2025· 7 cited
Diffuse Alveolar Hemorrhage in Lymphangioleiomyomatosis: A Case Series
American Journal of Respiratory and Critical Care Medicine·2025
Vertingreen: A Web App for Planning and Monitoring Vertical Green Living Walls in Working Spaces Based on Machine Learning Models
SSRN Electronic Journal·2025Open Access
Restored but Still Emitting: High CO2 Fluxes from a Mediterranean Wetland Challenge Generalized Carbon Models
SSRN Electronic Journal·2025Open Access
Early Detection of Drought-Stressed Stands in Mediterranean Forests Using Machine Learning Classification Models and a Rainfall Exclusion Experiment
SSRN Electronic Journal·2025Open Access
Openete-Ml: An Interactive No-Code Web Application for End-to-End Machine Learning in Scientific Research
SSRN Electronic Journal·2025· 1 citedOpen Access
Leaf Water Potential in a Mixed Mediterranean Forest from Machine Learning and Unmanned Aerial Vehicle (UAV)-Based Hyperspectral Imaging
Remote Sensing·2024· 8 citedOpen Access
Machine learning models based on hyperspectral imaging for pre-harvest tomato fruit quality monitoring
Computers and Electronics in Agriculture·2024· 11 citedOpen Access
Functionality-based evaluation of three crop models with different key process simulation approaches across maize&amp;#8211;soybean cropping systems in Nebraska, USA&amp;#160;
2024Open Access
Retrieving leaf area index in wheat fields using unmanned aerial vehicle (UAV)-based LiDAR and hyperspectral imagery
2024Open Access
Wheat Leaf Area Index Retrieval from Drone-Derived Hyperspectral and Lidar Imagery Using Machine Learning Algorithms
SSRN Electronic Journal·2024Open Access
Leaf Water Potential in a Mixed Mediterranean Forest from Machine Learning and Unmanned Aerial Vehicle (UAV)-based Hyperspectral Imaging
SSRN Electronic Journal·2024Open Access
Wheat Leaf Area Index Retrieval from Drone-Derived Hyperspectral and Lidar Imagery Using Machine Learning Algorithms
SSRN Electronic Journal·2024Open Access
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Frequent Co-authors

Itamar M. Lensky(15), David L.S. Morales(6), Mathew Williams(6), Mehmet C. Öz(6), Yaron Michael(6), David J. Bonfil(6), Dan Yakir(4), Yagil Osem(4), Eric A. Rose(3), Baolin Xue(3), Guoqiang Wang(3), Tingxi Liu(3), Jingfeng Xiao(3), Amir Mussery(3), Gabriel Mulero(3), Salvatore Manfreda(2), Matthew F. McCabe(2), Pauline E. Miller(2), Richard Lucas(2), Victor Pajuelo Madrigal(2)