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全基因组选择育种数据驱动的农机精准作业参数动态调控模型构建

Construction of Dynamic Regulation Model for Precision Operation Parameters of Agricultural Machinery Driven by Whole Genome Selection Breeding Data
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摘要 在农业现代化加速推进与种业振兴战略实施的双重背景下,实现育种技术与农机作业的深度融合已成为提升农业生产效能的关键。聚焦全基因组选择育种数据与农机作业参数的深度融合,系统阐述构建动态调控模型的理论基础与现实意义。通过分析全基因组选择育种数据特征,结合农机作业关键参数,探讨数据处理、模型构建及验证方法。同时,剖析面临的挑战并提出发展策略,旨在为实现农业精准化、智能化生产提供理论支撑与技术路径。 Against the dual background of accelerating agricultural modernization and implementing the strategy of revitalizing the seed industry,deep integration of breeding technology with agricultural machinery operations has become a key point in improving agricultural production efficiency.Focused on the deep integration of whole genome selection breeding data and agricultural machinery operating parameters,the theoretical basis and practical significance of constructing a dynamic regulation model were systematically elaborated.By analyzing the characteristics of whole genome selection breeding data combined with key parameters of agricultural machinery operations,methods for data processing,model construction and validation were explored.At the same time,the challenges was analyzed and development strategies were proposed,so as to provide theoretical support and technological paths for achieving precision and intelligent agricultural production.
作者 周晓刚 Zhou Xiaogang(People’s Government of Miaoshan Town of Laiwu District,Jinan City of Shandong Province,Jinan 271100)
出处 《中国农机装备》 2025年第7期48-50,共3页 China Agricultural Machinery Equipment
关键词 全基因组 选择育种 农业机械 精准作业参数 动态调整 模型构建 Whole genome Selection breeding data Agricultural machinery Precision operation parameters Dynamic regulation Model construction
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