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Estimates of grassland carbon storage using machine-learning modelsOA

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

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,ChinaSchool of Interdisciplinary Studies,Lingnan University,Hong Kong,999077,ChinaInner 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,ChinaSchool of Ecology and Environment,Inner Mongolia University,Hohhot,010021,ChinaSchool of Ecology and Environment,Inner Mongolia University,Hohhot,010021,ChinaSchool of Ecology and Environment,Inner Mongolia University,Hohhot,010021,ChinaSchool of Ecology and Environment,Inner Mongolia University,Hohhot,010021,ChinaSchool of Ecology and Environment,Inner Mongolia University,Hohhot,010021,China

Grassland carbon storageAbove-ground biomass carbon(AGBC)Below-ground biomass carbon(BGBC)Random forest(RF)Remote sensingOrdos Grassland

Grassland carbon storageAbove-ground biomass carbon(AGBC)Below-ground biomass carbon(BGBC)Random forest(RF)Remote sensingOrdos Grassland

《区域可持续发展(英文)》 2026 (3)

93-114,22

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).

10.1016/j.regsus.2026.100352

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