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A GEE TSEB workflow for daily high-resolution fully remote sensing evapotranspiration: Validation over four crops in semi-arid conditions and comparison with the SSEBop experimental product
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Challenges and Opportunities in Remote Sensing-Based Fuel Load Estimation for Wildfire Behavior and Management: A Comprehensive Review
PROSAIL-Net: A transfer learning-based dual stream neural network to estimate leaf chlorophyll and leaf angle of crops from UAV hyperspectral images
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Estimation of Leaf Area Index Over Heterogeneous Regions Using the Vegetation Type Information and PROSAIL Model
Yangyang Zhang, Xu Han and Jian Yang IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16 5405 (2023) https://doi.org/10.1109/JSTARS.2023.3283535
Evaluating biostimulants via high-throughput field phenotyping: Biophysical traits retrieval through PROSAIL inversion
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Linking Land Use and Plant Functional Diversity Patterns in Sabah, Borneo, through Large-Scale Spatially Continuous Sentinel-2 Inference
Green LAI Mapping and Cloud Gap-Filling Using Gaussian Process Regression in Google Earth Engine
Luca Pipia, Eatidal Amin, Santiago Belda, Matías Salinero-Delgado and Jochem Verrelst Remote Sensing 13(3) 403 (2021) https://doi.org/10.3390/rs13030403
Retrieval of olive tree biophysical properties from Sentinel-2 time series based on physical modelling and machine learning technique
Achraf Makhloufi, Abdelaziz Kallel, Rayda Chaker and Jean-Philippe Gastellu-Etchegorry International Journal of Remote Sensing 42(22) 8542 (2021) https://doi.org/10.1080/01431161.2021.1980241
Application of Landsat ETM+ and OLI Data for Foliage Fuel Load Monitoring Using Radiative Transfer Model and Machine Learning Method
Xingwen Quan, Yanxi Li, Binbin He, Geoffrey J. Cary and Gengke Lai IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 5100 (2021) https://doi.org/10.1109/JSTARS.2021.3062073
Explaining discrepancies between spectral and in-situ plant diversity in multispectral satellite earth observation
Leon T. Hauser, Joris Timmermans, Niels van der Windt, Ângelo F. Sil, Nuno César de Sá, Nadejda A. Soudzilovskaia and Peter M. van Bodegom Remote Sensing of Environment 265 112684 (2021) https://doi.org/10.1016/j.rse.2021.112684
Comparison of Empirical and Physical Modelling for Estimation of Biochemical and Biophysical Vegetation Properties: Field Scale Analysis across an Arctic Bioclimatic Gradient
From local to regional: Functional diversity in differently managed alpine grasslands
Christian Rossi, Mathias Kneubühler, Martin Schütz, Michael E. Schaepman, Rudolf M. Haller and Anita C. Risch Remote Sensing of Environment 236 111415 (2020) https://doi.org/10.1016/j.rse.2019.111415
Multivariate Analysis Models Based on Full Spectra Range and Effective Wavelengths Using Different Transformation Techniques for Rapid Estimation of Leaf Nitrogen Concentration in Winter Wheat
Mapping leaf chlorophyll content from Sentinel-2 and RapidEye data in spruce stands using the invertible forest reflectance model
Roshanak Darvishzadeh, Andrew Skidmore, Haidi Abdullah, Elias Cherenet, Abebe Ali, Tiejun Wang, Willem Nieuwenhuis, Marco Heurich, Anton Vrieling, Brian O’Connor and Marc Paganini International Journal of Applied Earth Observation and Geoinformation 79 58 (2019) https://doi.org/10.1016/j.jag.2019.03.003
Analysis of Sentinel-2 and RapidEye for Retrieval of Leaf Area Index in a Saltmarsh Using a Radiative Transfer Model
An Overview of Global Leaf Area Index (LAI): Methods, Products, Validation, and Applications
Hongliang Fang, Frédéric Baret, Stephen Plummer and Gabriela Schaepman‐Strub Reviews of Geophysics 57(3) 739 (2019) https://doi.org/10.1029/2018RG000608
Estimation of forest leaf water content through inversion of a radiative transfer model from LiDAR and hyperspectral data
Xi Zhu, Andrew K. Skidmore, Roshanak Darvishzadeh and Tiejun Wang International Journal of Applied Earth Observation and Geoinformation 74 120 (2019) https://doi.org/10.1016/j.jag.2018.09.008
Assessment of Sentinel-2 MSI Spectral Band Reflectances for Estimating Fractional Vegetation Cover
Bing Wang, Kun Jia, Shunlin Liang, Xianhong Xie, Xiangqin Wei, Xiang Zhao, Yunjun Yao and Xiaotong Zhang Remote Sensing 10(12) 1927 (2018) https://doi.org/10.3390/rs10121927
Detection of Shoot Beetle Stress on Yunnan Pine Forest Using a Coupled LIBERTY2-INFORM Simulation
Retrieval of Grassland Live Fuel Moisture Content by Parameterizing Radiative Transfer Model With Interval Estimated LAI
Xingwen Quan, Binbin He, Xing Li and Zhanmang Liao IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9(2) 910 (2016) https://doi.org/10.1109/JSTARS.2015.2472415
Estimating the crop leaf area index using hyperspectral remote sensing
Comparative analysis of different retrieval methods for mapping grassland leaf area index using airborne imaging spectroscopy
Clement Atzberger, Roshanak Darvishzadeh, Markus Immitzer, Martin Schlerf, Andrew Skidmore and Guerric le Maire International Journal of Applied Earth Observation and Geoinformation 43 19 (2015) https://doi.org/10.1016/j.jag.2015.01.009
Retrieval of Leaf Area Index in mountain grasslands in the Alps from MODIS satellite imagery
Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data
Si-Bo Duan, Zhao-Liang Li, Hua Wu, Bo-Hui Tang, Lingling Ma, Enyu Zhao and Chuanrong Li International Journal of Applied Earth Observation and Geoinformation 26 12 (2014) https://doi.org/10.1016/j.jag.2013.05.007
Retrieval of leaf area index in alpine wetlands using a two-layer canopy reflectance model
Binbin He, Xingwen Quan and Minfeng Xing International Journal of Applied Earth Observation and Geoinformation 21 78 (2013) https://doi.org/10.1016/j.jag.2012.08.014
A global review of remote sensing of live fuel moisture content for fire danger assessment: Moving towards operational products
Mapping grassland leaf area index with airborne hyperspectral imagery: A comparison study of statistical approaches and inversion of radiative transfer models
Roshanak Darvishzadeh, Clement Atzberger, Andrew Skidmore and Martin Schlerf ISPRS Journal of Photogrammetry and Remote Sensing 66(6) 894 (2011) https://doi.org/10.1016/j.isprsjprs.2011.09.013
Inversion of a Radiative Transfer Model for Estimating Forest LAI From Multisource and Multiangular Optical Remote Sensing Data
Guijun Yang, Chunjiang Zhao, Qiang Liu, Wenjiang Huang and Jihua Wang IEEE Transactions on Geoscience and Remote Sensing 49(3) 988 (2011) https://doi.org/10.1109/TGRS.2010.2071416
Retrieving wheat Green Area Index during the growing season from optical time series measurements based on neural network radiative transfer inversion
Evaluation of Sentinel-2 Spectral Sampling for Radiative Transfer Model Based LAI Estimation of Wheat, Sugar Beet, and Maize
K Richter, C Atzberger, F Vuolo and G D'Urso IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 4(2) 458 (2011) https://doi.org/10.1109/JSTARS.2010.2091492
Retrieval of Canopy Closure and LAI of Moso Bamboo Forest Using Spectral Mixture Analysis Based on Real Scenario Simulation
Modelling PRI for water stress detection using radiative transfer models
L. Suárez, P.J. Zarco-Tejada, J.A.J. Berni, V. González-Dugo and E. Fereres Remote Sensing of Environment 113(4) 730 (2009) https://doi.org/10.1016/j.rse.2008.12.001
Scientific and technical challenges in remote sensing of plant canopy reflectance and fluorescence
Zbyněk Malenovský, Kumud Bandhu Mishra, František Zemek, Uwe Rascher and Ladislav Nedbal Journal of Experimental Botany 60(11) 2987 (2009) https://doi.org/10.1093/jxb/erp156
Enhanced Automated Canopy Characterization from Hyperspectral Data by a Novel Two Step Radiative Transfer Model Inversion Approach
Wouter Dorigo, Rudolf Richter, Frédéric Baret, Richard Bamler and Wolfgang Wagner Remote Sensing 1(4) 1139 (2009) https://doi.org/10.3390/rs1041139