Grain yield prediction affects policy making in various aspects such as agricultural production planning, food security assurance, and adjustment of foreign trade. Accurately predicting grain is great significance ensuring global security. This paper based on the MODIS remote sensing image data products from 2010 to 2020, adds band information vegetation index temperature form composite a datas...