Review of remote sensing-based methods for forest aboveground biomass estimation: Progress, challenges, and prospects

L Tian, X Wu, Y Tao, M Li, C Qian, L Liao, W Fu - Forests, 2023 - mdpi.com
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 …

[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 …

[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 …

SA Anees, K Mehmood, WR Khan, M Sajjad… - Ecological …, 2024 - Elsevier
Accurately estimating aboveground biomass (AGB) in forest ecosystems facilitates efficient
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 …

[HTML][HTML] Hybrid machine learning models for aboveground biomass estimations

QT Bui, QT Pham, VM Pham, VT Tran, DH Nguyen… - Ecological …, 2024 - Elsevier
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 …

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 …

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 …

A review of general methods for quantifying and estimating urban trees and biomass

M Yang, X Zhou, Z Liu, P Li, J Tang, B **e, C Peng - Forests, 2022 - mdpi.com
Understanding the biomass, characteristics, and carbon sequestration of urban forests is
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 …

[PDF][PDF] Biofertilizer science and practice for agriculture and forestry: A

S Saha, D Paul, TR Poudel, NM Basunia… - J Applied Biol …, 2023 - researchgate.net
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 …