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Spectral saturation in the remote sensing of high-density vegetation traits: A systematic review of progress, challenges, and prospects
The saturation of spectral reflectance within densely vegetated regions is a renowned
challenge that has precluded the optimal use of broad-band remotely sensed data and its …
challenge that has precluded the optimal use of broad-band remotely sensed data and its …
[HTML][HTML] A systematic review of UAV applications for map** neglected and underutilised crop species' spatial distribution and health
Timely, accurate spatial information on the health of neglected and underutilised crop
species (NUS) is critical for optimising their production and food and nutrition in develo** …
species (NUS) is critical for optimising their production and food and nutrition in develo** …
[HTML][HTML] Estimation of grassland aboveground biomass in northern China based on topography-climate-remote sensing data
Y Yao, H Ren - Ecological Indicators, 2024 - Elsevier
Accurately assessing grassland aboveground biomass (AGB) over large areas is essential
for the conservation of grassland resource and the improvement of ecological environment …
for the conservation of grassland resource and the improvement of ecological environment …
[HTML][HTML] Estimating the aboveground biomass of various forest types with high heterogeneity at the provincial scale based on multi-source data
T Huang, G Ou, Y Wu, X Zhang, Z Liu, H Xu, X Xu… - Remote Sensing, 2023 - mdpi.com
It is important to improve the accuracy of models estimating aboveground biomass (AGB) in
large areas with complex geography and high forest heterogeneity. In this study, k-nearest …
large areas with complex geography and high forest heterogeneity. In this study, k-nearest …
[HTML][HTML] A comparative analysis of machine learning techniques for aboveground biomass estimation: A case study of the Western Ghats, India
K Ayushi, KN Babu, N Ayyappan, JR Nair… - Ecological …, 2024 - Elsevier
Accurate assessment of aboveground biomass (AGB) in tropical forests, particularly within a
biodiversity hotspot, is vital for sustainable resource management and the preservation of …
biodiversity hotspot, is vital for sustainable resource management and the preservation of …
[HTML][HTML] Evaluating epistemic uncertainty estimation strategies in vegetation trait retrieval using hybrid models and imaging spectroscopy data
The new-generation satellite imaging spectrometers provide an unprecedented data stream
to be processed into quantifiable vegetation traits. Hybrid models have gained widespread …
to be processed into quantifiable vegetation traits. Hybrid models have gained widespread …
Estimating above-ground biomass of the regional forest landscape of northern Western Ghats using machine learning algorithms and multi-sensor remote sensing …
FV Sainuddin, G Malek, A Rajwadi, PS Nagar… - Journal of the Indian …, 2024 - Springer
Estimating above-ground biomass (AGB) using machine learning (ML) algorithms and multi-
sensor satellite data is a promising approach for monitoring and managing forest resources …
sensor satellite data is a promising approach for monitoring and managing forest resources …
Forest aboveground biomass estimation using multisource remote sensing data and deep learning algorithms: a case study over Hangzhou Area in China
The accurate estimation of forest aboveground biomass is of great significance for forest
management and carbon balance monitoring. Remote sensing instruments have been …
management and carbon balance monitoring. Remote sensing instruments have been …
Biomass estimation and saturation value determination based on multi-source remote sensing data
R Sa, Y Nie, S Chumachenko, W Fan - Remote Sensing, 2024 - mdpi.com
Forest biomass estimation is undoubtedly one of the most pressing research subjects at
present. Combining multi-source remote sensing information can give full play to the …
present. Combining multi-source remote sensing information can give full play to the …
Hydroclimatic adaptation critical to the resilience of tropical forests
Forest and savanna ecosystems naturally exist as alternative stable states. The maximum
capacity of these ecosystems to absorb perturbations without transitioning to the other …
capacity of these ecosystems to absorb perturbations without transitioning to the other …