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Estimates of grassland carbon storage using machine-learning models

FAN Zhitao DONG Fawu LIU Dongwei LI Bingjie QU Zhicheng YAO Shunyu SU Xiashu WANG Lixin

区域可持续发展(英文)2026,Vol.7Issue(3):93-114,22.
区域可持续发展(英文)2026,Vol.7Issue(3):93-114,22.DOI:10.1016/j.regsus.2026.100352

Estimates of grassland carbon storage using machine-learning models

Estimates of grassland carbon storage using machine-learning models

FAN Zhitao 1DONG Fawu 2LIU Dongwei 1LI Bingjie 3QU Zhicheng 3YAO Shunyu 3SU Xiashu 3WANG Lixin3

作者信息

  • 1. Inner Mongolia Key Laboratory of Desert Ecological System,Inner Mongolia Academy of Forestry Sciences,Hohhot,010021,China||School of Ecology and Environment,Inner Mongolia University,Hohhot,010021,China
  • 2. School of Interdisciplinary Studies,Lingnan University,Hong Kong,999077,China
  • 3. School of Ecology and Environment,Inner Mongolia University,Hohhot,010021,China
  • 折叠

摘要

关键词

Grassland carbon storage/Above-ground biomass carbon(AGBC)/Below-ground biomass carbon(BGBC)/Random forest(RF)/Remote sensing/Ordos Grassland

Key words

Grassland carbon storage/Above-ground biomass carbon(AGBC)/Below-ground biomass carbon(BGBC)/Random forest(RF)/Remote sensing/Ordos Grassland

引用本文复制引用

FAN Zhitao,DONG Fawu,LIU Dongwei,LI Bingjie,QU Zhicheng,YAO Shunyu,SU Xiashu,WANG Lixin..Estimates of grassland carbon storage using machine-learning models[J].区域可持续发展(英文),2026,7(3):93-114,22.

基金项目

This research was funded by the Inner Mongolia Academy of Forestry Sciences Open Research Project,China(KF2024ZD01),the Ordos Science and Technology Major Project,China(2022EEDSKJZDZX010),and the Key Special Project for Technology Innovation in Inner Mongolia Autonomous Region,China(2022EEDSKJXM005). (KF2024ZD01)

区域可持续发展(英文)

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