Evaluation of sentinel-2 red-edge bands for empirical estimation of green LAI and chlorophyll content
ESA's upcoming satellite Sentinel-2 will provide Earth images of high spatial, spectral and
temporal resolution and aims to ensure continuity for Landsat and SPOT observations. In …
temporal resolution and aims to ensure continuity for Landsat and SPOT observations. In …
[HTML][HTML] Retrieval of aboveground crop nitrogen content with a hybrid machine learning method
Hyperspectral acquisitions have proven to be the most informative Earth observation data
source for the estimation of nitrogen (N) content, which is the main limiting nutrient for plant …
source for the estimation of nitrogen (N) content, which is the main limiting nutrient for plant …
[HTML][HTML] Efficient RTM-based training of machine learning regression algorithms to quantify biophysical & biochemical traits of agricultural crops
With an upcoming unprecedented stream of imaging spectroscopy data, there is a rising
need for tools and software applications exploiting the spectral possibilities to extract …
need for tools and software applications exploiting the spectral possibilities to extract …
A red-edge spectral index for remote sensing estimation of green LAI over agroecosystems
Leaf area index (LAI) is a key biophysical parameter for the monitoring of agroecosystems.
Conventional two-band vegetation indices based on red and near-infrared relationships …
Conventional two-band vegetation indices based on red and near-infrared relationships …
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 …
Spatially constrained inversion of radiative transfer models for improved LAI map** from future Sentinel-2 imagery
C Atzberger, K Richter - Remote Sensing of Environment, 2012 - Elsevier
The robust and accurate retrieval of vegetation biophysical variables using radiative transfer
models (RTM) is seriously hampered by the ill-posedness of the inverse problem. With this …
models (RTM) is seriously hampered by the ill-posedness of the inverse problem. With this …
Comparison between fractional vegetation cover retrievals from vegetation indices and spectral mixture analysis: Case study of PROBA/CHRIS data over an …
In this paper we compare two different methodologies for Fractional Vegetation Cover (FVC)
retrieval from Compact High Resolution Imaging Spectrometer (CHRIS) data onboard the …
retrieval from Compact High Resolution Imaging Spectrometer (CHRIS) data onboard the …
Seasonal variations of leaf area index of agricultural fields retrieved from Landsat data
MC González-Sanpedro, T Le Toan, J Moreno… - Remote sensing of …, 2008 - Elsevier
The derivation of leaf area index (LAI) from satellite optical data has been the subject of a
large amount of work. In contrast, few papers have addressed the effective model inversion …
large amount of work. In contrast, few papers have addressed the effective model inversion …
Exploring the interrelated effects of soil background, canopy structure and sun-observer geometry on canopy photochemical reflectance index
P Yang - Remote Sensing of Environment, 2022 - Elsevier
Photochemical reflectance index (PRI) is an intriguing avenue for monitoring photosynthetic
light use efficiency (LUE), which is a crucial physiological variable and the primary source of …
light use efficiency (LUE), which is a crucial physiological variable and the primary source of …
Potential of red edge spectral bands in future landsat satellites on agroecosystem canopy green leaf area index retrieval
Z Cui, JP Kerekes - Remote Sensing, 2018 - mdpi.com
Vegetation biophysical parameter retrieval is an important earth remote sensing system
application. In this paper, we studied the potential impact of the addition of new spectral …
application. In this paper, we studied the potential impact of the addition of new spectral …