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环境变量的维度减少对物种分布模型的性能产生了重大影响

Hao-Tian Zhang1, Wen-Yong Guo2,3, Wen-Ting Wang1

  • 1School of Mathematics and Computer Science Northwest Minzu University Lanzhou China.

Ecology and evolution
|November 29, 2023
PubMed
概括

减小尺寸技术 (DRT) 可以改善物种分布模型 (SDM). 线性DRT,特别是主要组件分析 (PCA),比非线性方法更能提高SDM预测性能,特别是在复杂的模型或大型数据集的情况下.

关键词:
减小维度的技术是减小维度的技术.环境变量环境变量模型的复杂性模型的复杂性预测性表现的预测性表现.样本的大小 样本大小种类分布模型,物种分布模型.

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