The Estimation of Grassland Aboveground Biomass and Analysis of Its Response to Climatic Factors Using a Random Forest Algorithm in Xinjiang, China

The Estimation of Grassland Aboveground Biomass and Analysis of Its Response to Climatic Factors Using a Random Forest Algorithm in Xinjiang, China

Aboveground biomass (AGB) is a key indicator of the physiological status and productivity of grasslands, and its accurate estimation is essential for understanding regional carbon cycles. In this study, we developed a suitable AGB model for grasslands in Xinjiang based on the random forest algorithm...

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Bibliographic Details
Main Authors: Ping Dong, Changqing Jing, Gongxin Wang, Yuqing Shao, Yingzhi Gao
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Plants
Subjects:
random forest
grassland type
aboveground biomass
climatic factors
Online Access:https://www.mdpi.com/2223-7747/13/4/548

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