Characteristic tropical crops play an important role in promoting rural revitalization and serving for “the Belt and Road Initiative” in China. Taking China’s characteristic tropical crop industry as research object, and based on surveyed micro-data and macro-data from the FAO, this paper systematically explained the production situation of tropical crops in China and the connotation of technology integration. PSM-DID method was used to test the marginal effect of farmers’ participation in “industrial chain integration development technology project” on reducing production cost in the development process of China’s tropical crop industry. It was found that participating in the “cassava industrial chain integrated development technology project” could significantly reduce the fertilizer cost of cassava by 24.0%, reduce labor costs by about 19.0% and reduce pesticide input costs by 9.1%. Some countermeasures were proposed to cope with the uncertain climate environment in the future, such as constructing soil quality monitoring system of artificial microbial community, strengthening the innovation and research of soil health regulation technology, and strengthening the mining of favorable genes of germplasm resources of characteristic tropical crops etc.