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Continuous estimation of leaf area index and the woody-to-total area ratio of two deciduous shrub canopies using fisheye webcams in a semiarid loessial region of China

Xiaotao Niu, Jun Fan, Ruihua Luo, Wei Fu, Hongyou Yuan and Mengge Du
Ecological Indicators 125 107549 (2021)
https://doi.org/10.1016/j.ecolind.2021.107549

A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data

Katja Berger, Juan Pablo Rivera Caicedo, Luca Martino, Matthias Wocher, Tobias Hank and Jochem Verrelst
Remote Sensing 13 (2) 287 (2021)
https://doi.org/10.3390/rs13020287

Using the 3D model RAPID to invert the shoot dieback ratio of vertically heterogeneous Yunnan pine forests to detect beetle damage

Qinan Lin, Huaguo Huang, Ling Chen, Jingxu Wang, Kan Huang and Yangyang Liu
Remote Sensing of Environment 260 112475 (2021)
https://doi.org/10.1016/j.rse.2021.112475

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

Peiqi Yang, Wout Verhoef, Egor Prikaziuk and Christiaan van der Tol
Remote Sensing of Environment 256 112328 (2021)
https://doi.org/10.1016/j.rse.2021.112328

Retrieval of Leaf Area Index by Linking the PROSAIL and Ross-Li BRDF Models Using MODIS BRDF Data

Xiaoning Zhang, Ziti Jiao, Changsen Zhao, Siyang Yin, Lei Cui, Yadong Dong, Hu Zhang, Jing Guo, Rui Xie, Sijie Li, Zidong Zhu and Yidong Tong
Remote Sensing 13 (23) 4911 (2021)
https://doi.org/10.3390/rs13234911

Efficient RTM-based training of machine learning regression algorithms to quantify biophysical & biochemical traits of agricultural crops

Martin Danner, Katja Berger, Matthias Wocher, Wolfram Mauser and Tobias Hank
ISPRS Journal of Photogrammetry and Remote Sensing 173 278 (2021)
https://doi.org/10.1016/j.isprsjprs.2021.01.017

Estimating the phenological dynamics of irrigated rice leaf area index using the combination of PROSAIL and Gaussian Process Regression

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

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

Intelligent Sampling for Vegetation Nitrogen Mapping Based on Hybrid Machine Learning Algorithms

Jochem Verrelst, Katja Berger and Juan Pablo Rivera-Caicedo
IEEE Geoscience and Remote Sensing Letters 18 (12) 2038 (2021)
https://doi.org/10.1109/LGRS.2020.3014676