农机使用与维修Issue(6)：18-21,4.DOI:10.14031/j.cnki.njwx.2025.06.004
多元数据融合下的农业智能灌溉决策支持系统研究
Research on Intelligent Irrigation Decision Support System in Agriculture under Multivariate Data Fusion
凌松 1刘进福 1袁飞 1陈华奎1
作者信息
- 1. 常州工业职业技术学院,江苏 常州 213100
- 折叠
摘要
Abstract
With the increasing demand for water resources in agricultural production,traditional irrigation methods have been difficult to meet the requirements of precise,efficient and sustainable development.In this article,an agricultural intelligent irrigation decision support system based on multivariate data fusion uses data fusion technology to achieve pre-cise control and optimal decision-making of the irrigation process by integrating multiple data sources such as meteoro-logical data,soil moisture,crop growth status,and irrigation equipment data.The system uses advanced data analysis and machine learning algorithms to conduct real-time monitoring and intelligent analysis of multi-source data,and through the analysis of field data in different crop growing areas,the results show that the system significantly improves the efficiency of water resource use while guaranteeing the water required for crop growth,and is able to optimise the irri-gation strategy automatically according to different environmental conditions,promoting the sustainable use of agricultural water resources.The results of this paper can provide theoretical support and technical reference for the development of agricultural intelligent irrigation technology.关键词
多元数据融合/农业智能灌溉/决策支持系统/数据驱动/水资源优化Key words
multivariate data fusion/smart irrigation in agriculture/decision support systems/data-driven/water re-source optimisation分类
农业科技引用本文复制引用
凌松,刘进福,袁飞,陈华奎..多元数据融合下的农业智能灌溉决策支持系统研究[J].农机使用与维修,2025,(6):18-21,4.
