西蓝花现蕾期模拟模型的构建与验证OA
Construction and validation of a simulation model for the floral initiation stage of Brassica ol-eracea var.italica
西蓝花现蕾期对产量、品质形成、茬口与播期管理具有重要影响.为精准预测不同西蓝花品种从定植至现蕾所需的时间,本研究基于浙江省椒江和三门2 个试验点的多年气象资料,以及不同品种西蓝花定植与现蕾期观测数据,构建了基于温度和光周期的西蓝花现蕾期模拟模型.通过Sobol敏感性分析,识别关键参数及其交互作用,并利用网格搜索与交替迭代策略对定植至现蕾所需的潜在热量单元(Gv)、温度敏感性(ST)、最适温度(To)和光周期敏感性(G)进行了优化.椒江试验点和三门试验点数据分别用于参数校准和模型验证.结果表明,不同品种对温度和光周期的敏感性存在显著差异,模型在参数校准中的平均均方根误差为2.78 d,在验证中的平均均方根误差为1.33 d,可较准确地模拟西蓝花现蕾期,并为新品种选育、生产管理优化和区域适应性评价提供理论依据.
The floral initiation stage of broccoli significantly impacts yield,quality formation,cropping sequence and sowing date management.To accurately predict the time required from transplanting to floral initiation for different broccoli varieties,this study constructed a temperature-and photoperiod-based simulation model of the broccoli floral initiation stage using multi-year meteorological data from two experimental sites in Jiaojiang and Sanmen,Zhejiang Province,together with observational data on the transplanting and floral initiation dates of different varieties.Key parameters and their interactions were identified through Sobol sensitivity analysis,and the potential heat unit re-quired from transplanting to floral initiation(Gv),temperature sensitivity(ST),optimum temperature(To)and photoperiod sensitivity(G)were optimized using a grid search and alternating iteration strategy.Data from the Jiao-jiang site were used for parameter calibration,and data from the Sanmen site were used for model validation.The re-sults showed significant differences among varieties in sensitivity to temperature and photoperiod.The average root mean square error of the model was 2.78 d in calibration and 1.33 d in validation,indicating that the model could simulate the floral initiation stage of broccoli with acceptable accuracy and provide a theoretical basis for new variety breeding,production management optimization and regional adaptability assessment.
冯玥;何卫军;曹静;孙挺;顾宏辉;陈君;吴其褒;张文宇;吴早贵
浙江省种子管理总站,浙江 杭州 310020浙江省种子管理总站,浙江 杭州 310020江苏省农业科学院无锡分院,江苏 无锡 214174江苏省农业科学院无锡分院,江苏 无锡 214174浙江省农业科学院 蔬菜研究所,浙江 杭州 310021台州市椒江区种子事务站,浙江 台州 318000三门县农业技术推广中心,浙江 三门 317100江苏省农业科学院无锡分院,江苏 无锡 214174浙江省种子管理总站,浙江 杭州 310020
农业科技
西蓝花现蕾期温度光周期模拟模型
broccoli(Brassica oleracea var.italica)floral initiationtemperaturephotoperiodsimulation model
《浙江农业学报》 2026 (7)
1355-1365,11
农业农村部国家西蓝花育种联合攻关(2018-2026)浙江省农业(蔬菜)新品种选育重大科技专项(2021C02065-4-1)
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