Understanding the non-stationary relationships between corn yields and meteorology via a spatiotemporally varying coefficient model

Hao Jiang,Hao Hu,Bo Li,Zhe Zhang,Shaowen Wang,Tao Lin

Agricultural and Forest Meteorology（2021）

引用 12|浏览12

暂无评分

摘要

•A Bayesian based model, STVC, was implemented for modeling corn yields responses.•STVC outperformed alternative methods in explaining yield variability.•STVC resulted in less spatially clustered estimation residuals.•Spatiotemporal patterns of yield responses were revealed.

查看译文

关键词

Bayesian hierarchical model,Crop yields,Meteorology,Spatiotemporal analysis,Spatiotemporally varying coefficient

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要