江西农业学报2024，Vol.36Issue(7)：48-54,7.DOI:10.19386/j.cnki.jxnyxb.2024.07.008
人工智能在现代农业气象领域应用的研究进展
Research Progress in Application of Artificial Intelligence in Modern Agrometeorology Field
摘要
Abstract
This paper discusses the important role of artificial intelligence in agrometeorology from the limitations of traditional agrometeorology methods,the application of artificial intelligence technology in modern agrometeorology and the specific research progress and cases.In terms of crop yield forecasting,the application of artificial intelligence technology enables farmers to more accurately understand the impact of weather on crops,optimize agricultural management strategies,increase yields and reduce risks.In the forecasting of pests and diseases,real-time forecasting and monitoring can be carried out to provide timely and effective prevention and control strategies for farmers.In agricultural meteorological disaster prediction and early warning,artificial intelligence technology can provide more accurate and reliable meteorological information,so as to reduce the impact of disasters on crops by timely prevention and control.In terms of farmland soil moisture monitoring,it can realize real-time monitoring,accurate prediction and intelligent management of farmland soil moisture.Finally,this paper looks forward to the great potential and opportunities of the application of artificial intelligence technology in agricultural production.关键词
人工智能/农业气象/监测/模型/应用Key words
Artificial intelligence/Agrometeorology/Monitoring/Model/Application分类
农业科技引用本文复制引用
程敬雅,景元书,薛晓萍,张继波,李楠,董智强,张玉双..人工智能在现代农业气象领域应用的研究进展[J].江西农业学报,2024,36(7):48-54,7.基金项目
教育部新农科建设项目(2020N0148) （2020N0148）
新一代人工智能国家科技重大专项"基于大数据的产量智能预测与灾损评估"(2022ZD0119503) （2022ZD0119503）
山东省气象局气象科研重点项目(2023sdqxz12) （2023sdqxz12）
南京信息工程大学课程思政项目(2023XKCSZ16). （2023XKCSZ16）
