Evaluation of the PROSAIL model capabilities for future hyperspectral model environments: A review study
Upcoming satellite hyperspectral sensors require powerful and robust methodologies for
making optimum use of the rich spectral data. This paper reviews the widely applied coupled …
making optimum use of the rich spectral data. This paper reviews the widely applied coupled …
A review of hybrid approaches for quantitative assessment of crop traits using optical remote sensing: research trends and future directions
A Abdelbaki, T Udelhoven - Remote Sensing, 2022 - mdpi.com
Remote sensing technology allows to provide information about biochemical and
biophysical crop traits and monitor their spatiotemporal dynamics of agriculture ecosystems …
biophysical crop traits and monitor their spatiotemporal dynamics of agriculture ecosystems …
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 …
Improved estimation of leaf chlorophyll content of row crops from canopy reflectance spectra through minimizing canopy structural effects and optimizing off-noon …
Leaf chlorophyll content (LCC), as an important indicator of photosynthetic capacity and
nitrogen status, has been non-destructively estimated from canopy reflectance spectra in …
nitrogen status, has been non-destructively estimated from canopy reflectance spectra in …
[HTML][HTML] Retrieval of the canopy chlorophyll content from Sentinel-2 spectral bands to estimate nitrogen uptake in intensive winter wheat cropping systems
C Delloye, M Weiss, P Defourny - Remote Sensing of Environment, 2018 - Elsevier
One of the most common approaches to reducing the environmental impact of nitrogen (N)
fertilisation in intensive agrosystems is to adjust the N input of the crop requirement. This …
fertilisation in intensive agrosystems is to adjust the N input of the crop requirement. This …
Tree species classification using plant functional traits from LiDAR and hyperspectral data
Plant functional traits have been extensively used to describe, rank and discriminate species
according to their variability between species in classical plant taxonomy. However, the …
according to their variability between species in classical plant taxonomy. However, the …
[HTML][HTML] Estimation of leaf area index using PROSAIL based LUT inversion, MLRA-GPR and empirical models: Case study of tropical deciduous forest plantation …
Forests play a vital role in biological cycles and environmental regulation. To understand the
key processes of forest canopies (eg, photosynthesis, respiration and transpiration), reliable …
key processes of forest canopies (eg, photosynthesis, respiration and transpiration), reliable …
[HTML][HTML] Estimating the phenological dynamics of irrigated rice leaf area index using the combination of PROSAIL and Gaussian Process Regression
The growth of rice is a sequence of three different phenological phases. This sequence of
change in rice phenology implies that the condition of the plant during the vegetative phase …
change in rice phenology implies that the condition of the plant during the vegetative phase …
[HTML][HTML] Radiative transfer model inversion using high-resolution hyperspectral airborne imagery–Retrieving maize LAI to access biomass and grain yield
Mapping crop within-field yield variability provide an essential piece of information for
precision agriculture applications. Leaf Area Index (LAI) is an important parameter that …
precision agriculture applications. Leaf Area Index (LAI) is an important parameter that …
[HTML][HTML] Prediction of the biogas production using GA and ACO input features selection method for ANN model
T Beltramo, M Klocke, B Hitzmann - Information Processing in Agriculture, 2019 - Elsevier
This paper presents a fast and reliable approach to analyze the biogas production process
with respect to the biogas production rate. The experimental data used for the developed …
with respect to the biogas production rate. The experimental data used for the developed …