Luke A. Brown

University of Salford — United Kingdom

Environmental Science · Physical Sciences

17h-index1.2kcitations54works2.12yr avg
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Research Topics

Remote Sensing in Agriculture(36), Remote Sensing and LiDAR Applications(19), Leaf Properties and Growth Measurement(10), Land Use and Ecosystem Services(8), Plant Water Relations and Carbon Dynamics(8)

Publications54 total

Automated and continuous estimation of FAPAR from distributed wireless PAR sensor networks
Agricultural and Forest Meteorology·2025Open Access
GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction
arXiv (Cornell University)·2025Open Access
Leaf‐wood classification of terrestrial laser scanning data with co‐registered near‐infrared photography
Methods in Ecology and Evolution·2025· 1 citedOpen Access
GROUNDED EO: Data-driven Sentinel-2 LAI and FAPAR retrieval using Gaussian processes trained with extensive fiducial reference measurements
Remote Sensing of Environment·2025· 5 citedOpen Access
Optimizing the Temperature Sensitivity of the Isoprene Emission Model MEGAN in Different Ecosystems Using a Metropolis‐Hastings Markov Chain Monte Carlo Method
Journal of Geophysical Research Biogeosciences·2025· 1 citedOpen Access
Automated Call Detection in Big Cats: A Non-Invasive Bioacoustic Tool for Conservation
2025
On the consistency and stability of vegetation biophysical variables retrievals from Landsat-8/9 and Sentinel-2
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 2 citedOpen Access
Supplementary material to "Uncertainty Assessment in Deep Learning-based Plant Trait Retrievals from Hyperspectral data"
2025Open Access
Uncertainty Assessment in Deep Learning-based Plant Trait Retrievals from Hyperspectral data
2025· 2 citedOpen Access
Advancing Ecosystem Monitoring with Global High-Resolution Maps of Vegetation Biophysical Properties
2025Open Access
Validation and Conformity Testing of Sentinel-3 Green Instantaneous FAPAR and Canopy Chlorophyll Content Products
Remote Sensing·2024· 5 citedOpen Access
Not just a pretty picture: Mapping Leaf Area Index at 10 m resolution using Sentinel-2
Remote Sensing of Environment·2024· 9 citedOpen Access
Hyperspectral Leaf Area Index and Chlorophyll Retrieval over Forest and Row-Structured Vineyard Canopies
Remote Sensing·2024· 7 citedOpen Access
CoverPy: Automated estimates of plant area index, vegetation cover, crown cover, crown porosity, and uncertainties from digital cover photography in Python
SoftwareX·2024· 3 citedOpen Access
Improving decametric vegetation products by exploiting machine learning and routine ground reference measurements: the GROUNDED EO project
2024Open Access
GBOV (Copernicus Ground-Based Observation for Validation) service: latest product updates and evolutions for EO data Cal/Val
2024Open Access
Proposed definition of fraction of absorbed photosynthetically active radiation by the Committee of Earth Observation Satellites
2024
Not Just a Pretty Picture: Mapping Leaf Area Index at 10m Resolution Using Sentinel-2
SSRN Electronic Journal·2024· 2 citedOpen Access
Near-infrared digital hemispherical photography enables correction of plant area index for woody material during leaf-on conditions
Ecological Informatics·2023· 16 citedOpen Access
<scp>HemiPy</scp>: A Python module for automated estimation of forest biophysical variables and uncertainties from digital hemispherical photographs
Methods in Ecology and Evolution·2023· 24 citedOpen Access
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Frequent Co-authors

Jadunandan Dash(31), Harry Morris(13), Nadine Gobron(10), Courtney L. Meier(9), Gabriele Bai(8), Christophe Lerebourg(7), Christian Lanconelli(7), M. Clerici(7), Richard Fernandes(6), Ernesto López-Baeza(6), Qiaoyun Xie(4), Julio Pastor-Guzman(4), Booker Ogutu(4), Owen Williams(4), Gang Hong(4), Fernando Camacho(4), Rosalinda Morrone(4), Steffen Dransfeld(4), Harry Morris(4), Alfredo Huete(3)