2023
DOI: 10.3390/f14091747
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Estimation of Above-Ground Biomass for Pinus densata Using Multi-Source Time Series in Shangri-La Considering Seasonal Effects

Chaoqing Chen,
Yunrun He,
Jialong Zhang
et al.

Abstract: Forest above-ground biomass (AGB) is the basis of terrestrial carbon storage estimation, and making full use of the seasonal characteristics of remote sensing imagery can improve the estimation accuracy. In this study, we used multi-source time series and sample plots with the Random Forest (RF) model to estimate the AGB. The sources included Sentinel-1 (S-1), Sentinel-2 (S-2), and the S-1 and S-2 combination (S-1S-2). Time series included single season, annual, and multi-season. This study aims to (1) explore… Show more

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“…The disruption in mangrove forest succession, coupled with biological invasions, inhibits growth of mangrove and affects aquatic biota, reducing fisheries productivity and exacerbating broader ecological issues (Biswas et al 2012;Numbere 2019). Additionally, the reduction in forest biomass amplifies greenhouse gas production due to decreased carbon sequestration capacity (Chen et al 2023).…”
Section: Introductionmentioning
confidence: 99%
“…The disruption in mangrove forest succession, coupled with biological invasions, inhibits growth of mangrove and affects aquatic biota, reducing fisheries productivity and exacerbating broader ecological issues (Biswas et al 2012;Numbere 2019). Additionally, the reduction in forest biomass amplifies greenhouse gas production due to decreased carbon sequestration capacity (Chen et al 2023).…”
Section: Introductionmentioning
confidence: 99%