基于SpringBoot+React的智慧农业系统设计与实现  

Design and Implementation of Smart Agriculture System Based on SpringBoot+React

作　　者：杜纪龙 李新峰 何岩峰 张伟 罗素华 程淅杰 DU Jilong;LI Xinfeng;HE Yanfeng

机构地区：[1]中电云科信息技术有限公司,郑州450000 [2]郑州大学地球科学与技术学院,郑州450000

出　　处：《智慧农业导刊》2024年第14期17-20,共4页JOURNAL OF SMART AGRICULTURE

基　　金：2022年度水利科技攻关项目(20220501A)。

摘　　要：智慧农业已成为现代农业发展的大趋势,利用人工智能、大数据对农业进行改造,能够有效解决当前信息化基础薄弱、农机作业质量不高、耕地细碎化等问题。设计的智慧农业系统将人工智能技术与农业生产相结合,基于SpringBoot+React架构,构建Web前端与后端管理系统,集合农作物种植区域管理、生长态势监测、遥感影像处理和传感器数据监测分析等模块,能够实时监测农业信息,为农作物精准管理和田间作业提供重要支持。该系统进一步推动遥感技术和深度学习技术在农业中的应用,具有实时性和可扩展性,可应用于不同规模的农业生产。Smart agriculture has become a major trend in the development of modern agriculture.The transformation of agriculture by using artificial intelligence and big data can effectively solve the current problems such as weak information foundation,low quality of agricultural machinery operation,fragmentation of arable land and so on.The designed smart agricultural system combines artificial intelligence technology with agricultural production,and constructs web front-end and back-end management systems based on SpringBoot+React architecture,which integrates crop planting area management,growth situation monitoring,remote sensing image processing and sensor data monitoring and analysis modules.It can monitor agricultural information in real time and provide important support for crop precision management and field operations.The system further promotes the application of remote sensing technology and deep learning technology in agriculture,has real-time and expansibility,and therefore can be applied to agricultural production of different scales.

关 键 词：智慧农业 React SpringBoot 深度学习 遥感影像处理 

分 类 号：U455.6[建筑科学—桥梁与隧道工程]