江西农业大学学报2026，Vol.48Issue(2)：375-386,12.DOI:10.3724/aauj.2026032
烟草育苗多环境因素耦合的壮苗素质评估模拟模型研究
Research on simulation model for quality evaluation of strong seedlings coupled with multiple environmental factors in tobacco seedling raising
摘要
Abstract
[Objective]In order to predict the quality of tobacco seedlings without damage,this study took the tobacco seedlings raised by floating in the intelligent seedling raising scenario as the research object,constructed a simulation model for quality evaluation of strong tobacco seedlings based on the coupling of multiple environmental factors in greenhouses,and conducted internal and external verification.[Method]The air temperature,relative humidity,light intensity and CO2 concentration in the facility during the growth and development of tobacco seedlings were automatically collected in real time through sensors to construct a multi-environmental factor coupled growth simulation model for tobacco seedling cultivation.The plant height,SPAD value,fresh weight of the whole plant,shoot dry weight,underground dry weight and dry weight of the whole plant were measured from the large cross-shaped stage to the five-leaf stage of the tobacco seedlings to construct a real growth model of tobacco seedlings.[Result]The R2 of the simulation model for quality evaluation of strong seedlings coupled with multiple environmental factors in tobacco seedlings was 0.998 7,and the RMSE was 0.155 5.The R2 verified internally by the real growth model was 0.997 9,and the RMSE was 0.111 9.The R2 verified externally by the environmental data of tobacco seedlings in the facility based on different sowing periods was 0.995 2,and the RMSE was 0.263 1.[Conclusion]The simulation model for quality evaluation of strong tobacco seedlings coupled with multiple environmental factors has a good fitting effect and strong generalization ability,which can achieve non-destructive prediction of tobacco seedling quality,providing a scientific basis and technical support for future non-destructive prediction of tobacco seedling quality assessment based on seedling cultivation environment.关键词
烟草/设施育苗/素质评估/多因素耦合/环境感应函数/模拟模型Key words
tobacco/facility seedling cultivation/quality evaluation/multi-factor coupling/environmental sensing function/simulation model分类
农业科技引用本文复制引用
李相潼,尹海静,刘光亮,董令葳,陈爱国..烟草育苗多环境因素耦合的壮苗素质评估模拟模型研究[J].江西农业大学学报,2026,48(2):375-386,12.基金项目
国家烟草专卖局重点研发项目(110202502018)和中国农业科学院科技创新工程(ASTIP-TRIC03)Project supported by Key Research and Development Project of the State Tobacco Monopoly Administration(110202502018)and Science and Technology Innovation Project of CAAS(ASTIP-TRIC03) 云南省烟草公司保山市公司项目(2025530000242001),福建省烟草公司南平市公司项目(2023350700240134)同时对本研究给予了资助,谨致谢意! （110202502018）
