Mapping Aboveground Biomass of Four Typical Vegetation Types in the Poyang Lake Wetlands Based on Random Forest Modelling and Landsat Images

Mapping Aboveground Biomass of Four Typical Vegetation Types in the Poyang Lake Wetlands Based on Random Forest Modelling and Landsat Images

Wetland biomass is an important indicator of wetland ecosystem health. In this study, four dominant vegetation communities (Carex cinerascens, Phalaris arundinacea, Artemisia selengensis, and Miscanthus sacchariflorus) in the Poyang Lake wetland from 2010 to 2016 were classified from Landsat images...

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Bibliographic Details
Main Authors: Rongrong Wan, Peng Wang, Xiaolong Wang, Xin Yao, Xue Dai
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Plant Science
Subjects:
aboveground biomass
wetland vegetation
random forest
Landsat image
Ramsar wetland
Poyang Lake
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2019.01281/full

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