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Updated: Jan 8, 2026

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绘制江苏植被中的稳定性和不稳定性热点:一种可解释的机器学习方法来解释气候和人为驱动因素

Fusheng Jiao1,2, Xiaojuan Xu1, Haibo Gong3

  • 1Nanjing Institute of Environmental Sciences, Ministry of Environmental Protection, Nanjing, China.

Frontiers in plant science
|December 17, 2025
PubMed
概括

江苏省的植被稳定性正在整体上得到改善,这是由太阳辐射和水分所推动的. 然而,一些地区表现出越来越大的不稳定性,需要针对性的土地管理战略,以应对气候变化.

关键词:
江苏省 江苏省 江苏省气候 植被 相互作用可以解释的机器学习 (XAI)极端的梯度增强 (XGBoost) 的情况.恢复力 恢复力时间变化的时间变化.植物的稳定性 植被的稳定性

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