| 引用本文: | 车紫进,李会宾,贾曲,田方,郑昌炉,邹宗峰,单春丽,史云.算法管理对智慧农业发展的促进作用[J].中国农业信息,2023,35(5):38-47 |
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| 摘要: |
| 【目的】 探讨算法管理对智慧农业的促进作用，为智慧农业的发展提供新思路和方法。【方法】 文章系统分析物联网与传感器、遥感技术、多源数据融合在智慧农业中的应用，探讨版本控制、包管理、容器技术和云计算等算法管理技术对智慧农业发展，以揭示算法管理在智慧农业中的潜在优势。【结果】 农业中的算法管理可以降低软件开发、维护、应用过程的复杂性，促进算法和应用的有机结合，提高智慧农业的发展效率与准确性，为智慧农业领域的算法管理提供了有价值的参考【结论】 增强算法管理在智慧农业中的应用可以降低融合创新的成本，促进新应用的落地和推广。 |
| 关键词: 算法管理 智慧农业 软件工程 融合创新 |
| DOI：10.12105/j.issn.1672-0423.20230504 |
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| 基金项目:2023年新疆维吾尔自治区重点研发任务 “天空地一体化的作物生产诊断与精准耕种关键技术研究”（20222101543）；2022年新疆维吾尔自治区院士项目“农情参数获取关键技术研发与感知装备集成应用”（2022LQ02004）；2019年国家自然科学基金—区域创新发展联合基金（吉林）“基于多源异构大数据的玉米精准作业智能决策方法研究”（U19A2061） |
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| The role of algorithm management in promoting the development of smart agriculture |
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Che Zijin, Li Huibin, Jia Qu, Tian Fang, Zheng Changlu, Zou Zongfeng, Shan Chunli, Shi Yun
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State Key Laboratory of Efficient Utilization of Arid and Semi-arid Arable Land in Northern China/ Key Laboratory of Agricultural Remote Sensing，Ministry of Agriculture and Rural Affairs/ Institute of Agricultural Resources and Regional Planning，Chinese Academy of Agricultural Sciences，Beijing 100081，China
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| Abstract: |
| ［Purpose］ This paper aims to explore the role of algorithm management in promoting smart agriculture，providing new ideas and methods for the development of smart agriculture.［Method］ The paper systematically analyzed the applications of the Internet of Things and sensors，remote sensing technology，and multi-source data fusion in smart agriculture，and discussed the impact of algorithm management technologies such as version control，package management，container technology，and cloud computing on the development of smart agriculture，to reveal the potential advantages of algorithm management in smart agriculture.［Result］ Algorithm management in agriculture could reduce the complexity of software development，maintenance，and application processes，promote the organic integration of algorithms and applications，improve the efficiency and accuracy of smart agriculture development，and provide valuable references for algorithm management in the field of smart agriculture.［Conclusion］ Strengthening the application of algorithm management in smart agriculture can reduce the cost of integrated innovation，promote the landing and promotion of new applications. |
| Key words: algorithm management smart agriculture software engineering integrated innovation |
