Estimating aboveground biomass using Sentinel-2 MSI data and ensemble algorithms for grassland in the Shengjin Lake Wetland, China
C Li, L Zhou, W Xu - Remote Sensing, 2021 - mdpi.com
Wetland vegetation aboveground biomass (AGB) directly indicates wetland ecosystem
health and is critical for water purification, carbon cycle, and biodiversity conservation …
health and is critical for water purification, carbon cycle, and biodiversity conservation …
[图书][B] The potential of Sentinel-2 satellite images for land-cover/land-use and forest biomass estimation: A review
C Isbaex, AM Coelho - 2021 - intechopen.com
Mapping land-cover/land-use (LCLU) and estimating forest biomass using satellite images
is a challenge given the diversity of sensors available and the heterogeneity of forests …
is a challenge given the diversity of sensors available and the heterogeneity of forests …
Reduction in Uncertainty in Forest Aboveground Biomass Estimation Using Sentinel-2 Images: A Case Study of Pinus densata Forests in Shangri-La City, China
L Li, B Zhou, Y Liu, Y Wu, J Tang, W Xu, L Wang, G Ou - Remote Sensing, 2023 - mdpi.com
The uncertainty from the under-estimation and over-estimation of forest aboveground
biomass (AGB) is an urgent problem in optical remote sensing estimation. In order to more …
biomass (AGB) is an urgent problem in optical remote sensing estimation. In order to more …
[HTML][HTML] Improved random forest algorithms for increasing the accuracy of forest aboveground biomass estimation using Sentinel-2 imagery
X Zhang, H Shen, T Huang, Y Wu, B Guo, Z Liu… - Ecological …, 2024 - Elsevier
A simpler, unbiased, and comprehensive random forest (RF) model is needed to improve
the accuracy of aboveground biomass (AGB) estimation. In this study, data were obtained …
the accuracy of aboveground biomass (AGB) estimation. In this study, data were obtained …
Estimation of forest parameters in boreal artificial coniferous forests using landsat 8 and sentinel-2A
R Sa, W Fan - Remote Sensing, 2023 - mdpi.com
In order to evaluate forest quality and carbon stocks and improve our understanding of
ecosystems and carbon cycling processes, the accurate measurement of aboveground …
ecosystems and carbon cycling processes, the accurate measurement of aboveground …
National scale land cover classification for ecosystem services mapping and assessment, using multitemporal copernicus EO data and google earth engine
Land-Use/Land-Cover (LULC) products are a common source of information and a key input
for spatially explicit models of ecosystem service (ES) supply and demand. Global …
for spatially explicit models of ecosystem service (ES) supply and demand. Global …
[HTML][HTML] The utility of Planetscope spectral data in quantifying above-ground carbon stock in an urban reforested landscape
Urbanization, deforestation, and forest degradation significantly contribute to atmospheric
carbon emissions and heightened climate change risks. Reforestation, a sustainable long …
carbon emissions and heightened climate change risks. Reforestation, a sustainable long …
Estimating aboveground biomass of two different forest types in myanmar from sentinel-2 data with machine learning and geostatistical algorithms
P Wai, H Su, M Li - Remote Sensing, 2022 - mdpi.com
The accurate estimation of spatially explicit forest aboveground biomass (AGB) provides an
essential basis for sustainable forest management and carbon sequestration accounting …
essential basis for sustainable forest management and carbon sequestration accounting …
Mapping the spatial distribution of aboveground biomass of tea agroforestry systems using random forest algorithm in Barak valley, Northeast India
The tea agroforestry system has great economic potential by supporting livelihood and food
security while advancing ecological services by sequestering a large amount of carbon …
security while advancing ecological services by sequestering a large amount of carbon …
Above ground tree biomass modeling using machine learning algorithms in western Terai Sal Forest of Nepal
The monitoring of forest biomass is a crucial biophysical parameter in forest ecosystems, as
it provides valuable information for managing forests sustainably and tracking carbon …
it provides valuable information for managing forests sustainably and tracking carbon …