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Review of remote sensing-based methods for forest aboveground biomass estimation: Progress, challenges, and prospects
Quantifying forest aboveground biomass (AGB) is essential for elucidating the global carbon
cycle and the response of forest ecosystems to climate change. Over the past five decades …
cycle and the response of forest ecosystems to climate change. Over the past five decades …
[HTML][HTML] Modeling of aboveground biomass with Landsat 8 OLI and machine learning in temperate forests
PM López-Serrano, JL Cárdenas Domínguez… - Forests, 2019 - mdpi.com
An accurate estimation of forests' aboveground biomass (AGB) is required because of its
relevance to the carbon cycle, and because of its economic and ecological importance. The …
relevance to the carbon cycle, and because of its economic and ecological importance. The …
[HTML][HTML] Integration of machine learning and remote sensing for above ground biomass estimation through Landsat-9 and field data in temperate forests of the …
Accurately estimating aboveground biomass (AGB) in forest ecosystems facilitates efficient
resource management, carbon accounting, and conservation efforts. This study examines …
resource management, carbon accounting, and conservation efforts. This study examines …
Combined use of Sentinel-1 and Sentinel-2 data for improving above-ground biomass estimation
N Nuthammachot, A Askar, D Stratoulias… - Geocarto …, 2022 - Taylor & Francis
Above-ground Biomass (AGB) represents the largest amount of biomass found on earth.
Passive and active remote sensors have been a useful tool in estimating AGB for this …
Passive and active remote sensors have been a useful tool in estimating AGB for this …
[HTML][HTML] Hybrid machine learning models for aboveground biomass estimations
Forest biomass provides a quantitative assessment for carbon stock marketing on a national
or regional scale. Some countries have committed to net zero carbon emissions, so proper …
or regional scale. Some countries have committed to net zero carbon emissions, so proper …
Evaluating the Research Status of the remote sensing-mediated monitoring of Forest Biomass: a bibliometric analysis of WOS
Y Shi, Z Wang, G Zhang, X Wei, W Ma, H Yu - Forests, 2024 - mdpi.com
Forests serve as the largest carbon reservoir in terrestrial ecosystems, playing a crucial role
in mitigating global warming and achieving the goal of “carbon neutrality”. Forest biomass is …
in mitigating global warming and achieving the goal of “carbon neutrality”. Forest biomass is …
A new individual tree species recognition method based on a convolutional neural network and high-spatial resolution remote sensing imagery
S Yan, L **g, H Wang - Remote Sensing, 2021 - mdpi.com
Tree species surveys are crucial to forest resource management and can provide references
for forest protection policy making. The traditional tree species survey in the field is labor …
for forest protection policy making. The traditional tree species survey in the field is labor …
A review of general methods for quantifying and estimating urban trees and biomass
Understanding the biomass, characteristics, and carbon sequestration of urban forests is
crucial for maintaining and improving the quality of life and ensuring sustainable urban …
crucial for maintaining and improving the quality of life and ensuring sustainable urban …
Estimating forest aboveground biomass using a combination of geographical random forest and empirical bayesian kriging models
Z Wu, F Yao, J Zhang, H Liu - Remote Sensing, 2024 - mdpi.com
Accurately estimating forest aboveground biomass (AGB) is imperative for comprehending
carbon cycling, calculating carbon budgets, and formulating sustainable forest management …
carbon cycling, calculating carbon budgets, and formulating sustainable forest management …
[PDF][PDF] Biofertilizer science and practice for agriculture and forestry: A
Feeding the world with good agricultural and forestry practices is becoming a challenge and
researchers are working on different approaches to find the most ecofriendly solution …
researchers are working on different approaches to find the most ecofriendly solution …