Advancing coastal wetland management: a combined UAV-satellite approach for Spartina alterniflora aboveground biomass estimation using interpretable machine learning

Advancing coastal wetland management: a combined UAV-satellite approach for Spartina alterniflora aboveground biomass estimation using interpretable machine learning

Aboveground biomass (AGB) is a key indicator for carbon storage and ecological health in wetland ecosystems. Spartina alterniflora (S.alterniflora), an invasive species in coastal wetlands, threatens biodiversity and blue carbon stocks. This process impacts blue carbon stocks in coastal marshes, mak...

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Bibliographic Details
Main Authors: Xiaotong Zhang, Mingming Jia, Fengqin Yan, Yongbin Zhang, Weidong Man, Fuping Li, Mingyue Liu, Fenghua Wu, Xuan Yin, Jihang Duan
Format: Article
Language:English
Published: Taylor & Francis Group 2025-08-01
Series:International Journal of Digital Earth
Subjects:
Salt marsh vegetation
random forest
Shapley additive interpretations
space-for-time substitution
upscaling
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2025.2525383
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https://www.tandfonline.com/doi/10.1080/17538947.2025.2525383

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