Kyle R. Kovach

University of Wisconsin–Madison — United States

Environmental Science · Physical Sciences

8h-index436citations24works6.52yr avg
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Research Topics

Remote Sensing in Agriculture(12), Species Distribution and Climate Change(8), Ecology and Vegetation Dynamics Studies(6), Plant Water Relations and Carbon Dynamics(6), Forest Ecology and Biodiversity Studies(5)

Publications24 total

GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction
arXiv (Cornell University)·2025Open Access
Functional Traits From Imaging Spectroscopy Inform Patterns of Forest Mortality During Sierra Nevada Drought
Global Change Biology·2025· 1 citedOpen Access
Airborne imaging spectroscopy surveys of Arctic and boreal Alaska and northwestern Canada 2017–2023
Scientific Data·2025· 1 citedOpen Access
Tree diversity shapes the spectral signature of light transmittance in developing forests
Ecology·2025· 2 citedOpen Access
Tree diversity shapes the spectral signature of light transmittance in developing forests
Universität Zürich, ZORA·2025Open Access
Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The <scp>SHIFT</scp> campaign
Ecosphere·2025· 5 citedOpen Access
Plant trait retrieval from hyperspectral data: Collective efforts in scientific data curation outperform simulated data derived from the PROSAIL model
ISPRS Open Journal of Photogrammetry and Remote Sensing·2024· 9 citedOpen Access
Evaluation of the Reliability of the CCM-300 Chlorophyll Content Meter in Measuring Chlorophyll Content for Various Plant Functional Types
Sensors·2024· 2 citedOpen Access
Remotely sensed crown nutrient concentrations modulate forest reproduction across the contiguous <scp>United States</scp>
Ecology·2024· 4 citedOpen Access
Remotely sensed crown nutrient concentrations modulate forest reproduction across the contiguous United States
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
Unveiling the transferability of <scp>PLSR</scp> models for leaf trait estimation: lessons from a comprehensive analysis with a novel global dataset
New Phytologist·2024· 45 citedOpen Access
‘rtry’: An R package to support plant trait data preprocessing
Ecology and Evolution·2024· 9 citedOpen Access
Quantifying the influence of tree species richness on community drought resistance using drone-derived NDVI and ground-based measures of Plant Area Index and leaf chlorophyll in a young tree diversity experiment
European Journal of Forest Research·2023· 7 citedOpen Access
From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data
Remote Sensing of Environment·2023· 70 cited
Tree community composition stabilizes ecosystem functions in response to drought
Ecosphere·2023· 6 citedOpen Access
From spectra to functional plant traits: Transferable multi-trait models from heterogeneous and sparse data
2023Open Access
Remotely sensed crown nutrient concentrations affect forest reproduction across the United States
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Remotely sensed crown nutrient concentrations affect forest reproduction across the United States
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Mutually inclusive mechanisms of drought‐induced tree mortality
Global Change Biology·2022· 100 citedOpen Access
Light as a Resource, Stressor and Cue in Mediating Diversity-Productivity Relationships in Forests
2022Open Access
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Frequent Co-authors

Philip A. Townsend(16), Peter Hajek(7), Michael Scherer‐Lorenzen(6), Charles A. Nock(5), Christian Messier(5), Alain Paquette(5), M. Park(5), Eya Cherif(4), Hannes Feilhauer(4), Phuong D. Dao(4), Teja Kattenborn(4), Tong Qiu(4), James S. Clark(4), Jennifer J. Swenson(4), Laura Williams(4), Artur Stefański(4), Ethan E. Butler(4), Johanna Klama(4), Aboubakr Moradi(4), Meredith C. Schuman(4)