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可解释深度学习方法量化极端温度对中国植被生产力的影响

Dewei Xie1, Zhaopei Zheng2, Xin Ding1

  • 1College of Geography and Environment, Shandong Normal University, Jinan, 250358, China.

Scientific reports
|August 20, 2025
PubMed
概括

极端温度事件显著影响中国的初级净产量 (NPP),这是植物碳捕获的衡量标准. 深度学习模型揭示了复杂的,非线性关系和驱动这些变化的值效应.

关键词:
深度学习是一种深度学习.极端温度事件的发生.净初级生产率 (NPP) 是指初级生产率的净值.根据SHAP方法,我们可以时间空间的变化.

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