智慧农业导刊2025，Vol.5Issue(11)：1-5,5.DOI:10.20028/j.zhnydk.2025.11.001
大数据挖掘:美国农业大数据研究与应用对中国智慧农业发展的启示
杜峰 1孙玉华 2蹇瑷 3张玲 4朱俊奇5
作者信息
- 1. 乌兰乌苏生态与农业气象新疆野外科学观测研究站,新疆 沙湾 833000
- 2. 莎车县气象局,新疆 喀什 844700
- 3. 石河子气象局,新疆 石河子 832000
- 4. 阿拉尔市气象局,新疆 阿拉尔 843300
- 5. 新疆石河子炮台气象站,新疆 石河子 832066
- 折叠
摘要
Abstract
Big data mining technology is the key technical foundation for building smart agriculture.By using big data mining technology,we can discover the hidden laws and values behind mining agricultural data,and plays a key role in promoting the intelligence of agricultural production,operation,management and services in China.The United States is far ahead of the world in terms of research and application of agricultural big data mining.This paper expounds the concept,tasks and applications of data mining technology through literature research and relevant cases,and systematically reviews the application progress of agricultural big data mining technology in agricultural production management,agricultural resource management,agricultural disaster assessment and prediction and early warning,and agricultural products in recent years.Finally,based on the development status of China's agriculture,we propose advanced technologies and experiences that China should learn from the United States in the construction of smart agriculture,and provide suggestions for further promoting the development of China's smart agriculture.关键词
数据挖掘/美国农业/智慧农业/应用进展/启示Key words
data mining/American agriculture/smart agriculture/application progress/enlightenment分类
农业科学引用本文复制引用
杜峰,孙玉华,蹇瑷,张玲,朱俊奇..大数据挖掘:美国农业大数据研究与应用对中国智慧农业发展的启示[J].智慧农业导刊,2025,5(11):1-5,5.
