Quantifying vegetation biophysical variables from imaging spectroscopy data: A review on retrieval methods
An unprecedented spectroscopic data stream will soon become available with forthcoming
Earth-observing satellite missions equipped with imaging spectroradiometers. This data …
Earth-observing satellite missions equipped with imaging spectroradiometers. This data …
Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties–A review
Forthcoming superspectral satellite missions dedicated to land monitoring, as well as
planned imaging spectrometers, will unleash an unprecedented data stream. The …
planned imaging spectrometers, will unleash an unprecedented data stream. The …
Hybrid retrieval of crop traits from multi-temporal PRISMA hyperspectral imagery
The recently launched and upcoming hyperspectral satellite missions, featuring contiguous
visible-to-shortwave infrared spectral information, are opening unprecedented opportunities …
visible-to-shortwave infrared spectral information, are opening unprecedented opportunities …
Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods–A comparison
J Verrelst, JP Rivera, F Veroustraete… - ISPRS Journal of …, 2015 - Elsevier
Given the forthcoming availability of Sentinel-2 (S2) images, this paper provides a
systematic comparison of retrieval accuracy and processing speed of a multitude of …
systematic comparison of retrieval accuracy and processing speed of a multitude of …
Spectral band selection for vegetation properties retrieval using Gaussian processes regression
With current and upcoming imaging spectrometers, automated band analysis techniques are
needed to enable efficient identification of most informative bands to facilitate optimized …
needed to enable efficient identification of most informative bands to facilitate optimized …
[HTML][HTML] Mapping landscape canopy nitrogen content from space using PRISMA data
J Verrelst, JP Rivera-Caicedo, P Reyes-Muñoz… - ISPRS Journal of …, 2021 - Elsevier
Satellite imaging spectroscopy for terrestrial applications is reaching maturity with recently
launched and upcoming science-driven missions, eg PRecursore IperSpettrale della …
launched and upcoming science-driven missions, eg PRecursore IperSpettrale della …
Red-edge band vegetation indices for leaf area index estimation from Sentinel-2/MSI imagery
The estimation of leaf area index (LAI) from optical remotely sensed data based on
vegetation indices (VIs) is a quick and practical approach to acquire LAI over vast areas …
vegetation indices (VIs) is a quick and practical approach to acquire LAI over vast areas …
Improved estimation of winter wheat aboveground biomass using multiscale textures extracted from UAV-based digital images and hyperspectral feature analysis
Rapid and accurate crop aboveground biomass estimation is beneficial for high-throughput
phenotyping and site-specific field management. This study explored the utility of high …
phenotyping and site-specific field management. This study explored the utility of high …
A survey of active learning for quantifying vegetation traits from terrestrial earth observation data
The current exponential increase of spatiotemporally explicit data streams from satellite-
based Earth observation missions offers promising opportunities for global vegetation …
based Earth observation missions offers promising opportunities for global vegetation …
Inversion of maize leaf area index from UAV hyperspectral and multispectral imagery
The accurate estimation of Leaf area index (LAI) is of great importance for evaluating crop
growth in precision agriculture. Although previous studies have confirmed great advantages …
growth in precision agriculture. Although previous studies have confirmed great advantages …