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Combining UAV Multispectral Imaging and PROSAIL Model to Estimate LAI of Potato at Plot Scale
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T. Ghisi, M. Fischer, H. Nieto, N. Kowalska, G. Jocher, L. Homolová, V. Burchard-Levine, Z. Žalud and M. Trnka Journal of Hydrology: Regional Studies 53 101785 (2024) https://doi.org/10.1016/j.ejrh.2024.101785
PROSAIL-Net: A transfer learning-based dual stream neural network to estimate leaf chlorophyll and leaf angle of crops from UAV hyperspectral images
Sourav Bhadra, Vasit Sagan, Supria Sarkar, Maxwell Braud, Todd C. Mockler and Andrea L. Eveland ISPRS Journal of Photogrammetry and Remote Sensing 210 1 (2024) https://doi.org/10.1016/j.isprsjprs.2024.02.020
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Predicting community traits along an alpine grassland transect using field imaging spectroscopy
Feng Zhang, Wenjuan Wu, Lang Li, Xiaodi Liu, Guangsheng Zhou and Zhenzhu Xu Journal of Integrative Plant Biology 65(12) 2604 (2023) https://doi.org/10.1111/jipb.13572
Mapping Crop Leaf Area Index and Canopy Chlorophyll Content Using UAV Multispectral Imagery: Impacts of Illuminations and Distribution of Input Variables
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LAI‐based reduction in growth of semiarid grasslands and its responses to climate change on China's Loess Plateau
A hybrid model to predict nitrogen concentration in heterogeneous grassland using field spectroscopy
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Estimation of Leaf Area Index Over Heterogeneous Regions Using the Vegetation Type Information and PROSAIL Model
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Evaluation of Reflectance and Canopy Scattering Coefficient Based Vegetation Indices to Reduce the Impacts of Canopy Structure and Soil in Estimating Leaf and Canopy Chlorophyll Contents
Crop Phenology Modelling Using Proximal and Satellite Sensor Data
Anne Gobin, Abdoul-Hamid Mohamed Sallah, Yannick Curnel, Cindy Delvoye, Marie Weiss, Joost Wellens, Isabelle Piccard, Viviane Planchon, Bernard Tychon, Jean-Pierre Goffart and Pierre Defourny Remote Sensing 15(8) 2090 (2023) https://doi.org/10.3390/rs15082090
Simulating spaceborne imaging to retrieve grassland nitrogen concentration
Mohammad Hossain Dehghan-Shoar, Reddy. R. Pullanagari, Alvaro. A. Orsi and Ian. J. Yule Remote Sensing Applications: Society and Environment 29 100912 (2023) https://doi.org/10.1016/j.rsase.2022.100912
A comprehensive survey on quantifying non-photosynthetic vegetation cover and biomass from imaging spectroscopy
Jochem Verrelst, Andrej Halabuk, Clement Atzberger, Tobias Hank, Stefanie Steinhauser and Katja Berger Ecological Indicators 155 110911 (2023) https://doi.org/10.1016/j.ecolind.2023.110911
Potentiality of ultraspectral sensor in biophysical and biochemical vegetation parameter inversion
Shuo Shi, Zixi Shi, Zhongqiu Sun, Wei Gong, Lu Xu, Bowen Chen, Fangfang Qu and Xingtao Tang International Journal of Remote Sensing 44(22) 7187 (2023) https://doi.org/10.1080/01431161.2023.2283903
High resolution retrieval of leaf chlorophyll content over Himalayan pine forest using Visible/IR sensors mounted on UAV and radiative transfer model
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Retrieval and validation of vertical LAI profile derived from airborne and spaceborne LiDAR data at a deciduous needleleaf forest site
Enhancing Leaf Area Index Estimation with MODIS BRDF Data by Optimizing Directional Observations and Integrating PROSAIL and Ross–Li Models
Hu Zhang, Xiaoning Zhang, Lei Cui, Yadong Dong, Yan Liu, Qianrui Xi, Hongtao Cao, Lei Chen and Yi Lian Remote Sensing 15(23) 5609 (2023) https://doi.org/10.3390/rs15235609
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Influence of different soil reflectance schemes on the retrieval of vegetation LAI and FVC from PROSAIL in agriculture region
Physics-Based Fusion of Sentinel-2 and Sentinel-3 for Higher Resolution Vegetation Monitoring
Abdelaziz Kallel, Mauro Dalla Mura, Sana Fakhfakh and Najmeddine Ben Romdhane IEEE Transactions on Geoscience and Remote Sensing 61 1 (2023) https://doi.org/10.1109/TGRS.2023.3257219
MISPEL: A Multi-Crop Spectral Library for Statistical Crop Trait Retrieval and Agricultural Monitoring
Improving the remote estimation of soil organic carbon in complex ecosystems with Sentinel-2 and GIS using Gaussian processes regression
Johanna Elizabeth Ayala Izurieta, Carlos Arturo Jara Santillán, Carmen Omaira Márquez, Víctor Julio García, Juan Pablo Rivera-Caicedo, Shari Van Wittenberghe, Jesús Delegido and Jochem Verrelst Plant and Soil 479(1-2) 159 (2022) https://doi.org/10.1007/s11104-022-05506-1
Estimation of canopy nitrogen content in winter wheat from Sentinel-2 images for operational agricultural monitoring
Residual Effect and N Fertilizer Rate Detection by High-Resolution VNIR-SWIR Hyperspectral Imagery and Solar-Induced Chlorophyll Fluorescence in Wheat
Maria D. Raya-Sereno, Maria Alonso-Ayuso, Jose L. Pancorbo, Jose L. Gabriel, Carlos Camino, Pablo J. Zarco-Tejada and Miguel Quemada IEEE Transactions on Geoscience and Remote Sensing 60 1 (2022) https://doi.org/10.1109/TGRS.2021.3099624
Farming and Earth Observation: Sentinel-2 data to estimate within-field wheat grain yield
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Synergy of Sentinel-2A and Near-proximal sensor data for deriving biochemical parameters of paddy at different growth stages
Difference in seasonal peak timing of soybean far-red SIF and GPP explained by canopy structure and chlorophyll content
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Fractional Vegetation Cover Estimation Algorithm for FY-3B Reflectance Data Based on Random Forest Regression Method
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Improved retrieval of land surface biophysical variables from time series of Sentinel-3 OLCI TOA spectral observations by considering the temporal autocorrelation of surface and atmospheric properties
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Oluseun Adeluyi, Angela Harris, Jochem Verrelst, Timothy Foster and Gareth D. Clay International Journal of Applied Earth Observation and Geoinformation 102 102454 (2021) https://doi.org/10.1016/j.jag.2021.102454
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Intelligent Sampling for Vegetation Nitrogen Mapping Based on Hybrid Machine Learning Algorithms