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Estimation model and future projections for leaf longevity in alpine grasslands based on XGBoost-SHAP algorithm:A case study of the Three-Rivers-Source Region,China

Yuxi Wang Lin Zhang

Geography and Sustainability2026，Vol.7Issue(3)：P.121-133,13.

Geography and Sustainability2026，Vol.7Issue(3)：P.121-133,13.DOI:10.1016/j.geosus.2026.100452

Estimation model and future projections for leaf longevity in alpine grasslands based on XGBoost-SHAP algorithm:A case study of the Three-Rivers-Source Region,China

Yuxi Wang ¹Lin Zhang²

作者信息

1. State Key Laboratory of Tibetan Plateau Earth System,Environment and Resources(TPESER),Institute of Tibetan Plateau Research,Chinese Academy of Sciences,Beijing 100101,China University of Chinese Academy of Sciences,Beijing 100101,China
2. State Key Laboratory of Tibetan Plateau Earth System,Environment and Resources(TPESER),Institute of Tibetan Plateau Research,Chinese Academy of Sciences,Beijing 100101,China Key Laboratory of Biological Resources and Biosafety,Institute of Plateau Biology Research of Xizang Autonomous Region,Lhasa 850000,China
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摘要

关键词

Leaf longevity/Net primary productivity/Phenology/XGBoost-SHAP/Future predictions/The Three-Rivers-Source Region(TRSR)

分类

农业科技

引用本文复制引用

Yuxi Wang,Lin Zhang..Estimation model and future projections for leaf longevity in alpine grasslands based on XGBoost-SHAP algorithm:A case study of the Three-Rivers-Source Region,China[J].Geography and Sustainability,2026,7(3):P.121-133,13.

基金项目

funded by the Base&Talent Project in Science and Technology of Xizang Autonomous Region(Grant No.XZ202401JD0025)。（Grant No.XZ202401JD0025）

Geography and Sustainability

ISSN：2096-7438

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