基于有效积温的玉米叶片和叶鞘干物质动态积累模型及特征参数分析OA
Dynamic accumulation model of dry matter and characteristic parameters analysis in leaves and leaf sheaths of maize varieties based on effective accumulated temperature
[目的]探索基于有效积温的玉米叶片和叶鞘干物质动态积累模型并分析其特征参数,为选育高效利用光热资源的玉米品种及挖掘品种产量潜力提供理论依据.[方法]以玉米品种驻玉216、裕丰303、中科玉505和郑单958为试验材料开展春、夏播田间试验,采用Logistic方程基于有效积温构建不同玉米品种叶片、叶鞘干物质动态积累模型,利用田间实测值对模型进行检验,并分析其模型特征参数.[结果]春、夏播玉米叶片和叶鞘干物质量与有效积温均呈极显著正相关(P<0.01),叶片和叶鞘干物质量均历经渐增期—快增期—缓增期3个过程,随有效积温呈S形变化趋势,且不同玉米品种间叶片和叶鞘干物质积累规律基本一致.基于有效积温构建的玉米叶片和叶鞘干物质增长Logistic模型具有实际生物学意义,决定系数R2分别为0.9799~0.9922、0.9781~0.9963,标准化均方根误差nRMSE分别为10.38%~23.71%、12.71%~28.80%,实测值均匀分布于模拟曲线两侧,且极接近于模拟曲线,达到良好预测水平.玉米叶片和叶鞘干物质进入快增期所需有效积温分别为479.21~576.75℃·d、550.39~665.42℃·d,达最大生长速率所需有效积温分别为579.74~731.68℃·d、647.94~810.14℃·d,快增期平均生长速率分别为0.0680~0.1276 g/(℃·d)和0.0404~0.0706 g/(℃·d).[结论]基于有效积温构建的Logistic模型对玉米叶片和叶鞘的干物质积累动态变化具有较好的预测性与解释性,可用于不同玉米品种叶片和叶鞘干物质积累的动态估测,具有较强的应用价值.
[Objective]To explore the dynamic accumulation model of leaves and leaf sheaths dry matter in maize varie-ties based on effective accumulated temperature and analyze its characteristic parameters,which could provide theoretical basis for breeding maize varieties that efficiently utilized light and heat resources and tap into the yield potential of varie-ties.[Method]A field experiment was conducted with spring and summer sowing maize varieties Zhuyu 216,Yufeng 303,Zhongkeyu 505,and Zhengdan 958 in 2023 as experimental materials,the Logistic equation was used to construct the dynamic accumulation model of dry matter in leaves and leaf sheaths of different maize varieties based on effective ac-cumulated temperature,the model was tested by field measured values,and its characteristic parameters were analyzed.[Result]There was an extremely significant positive correlation between leaf and leaf sheath dry matter in spring and sum-mer sowing maize varieties with effective accumulated temperature(P<0.01),the dry matter mass of leaves and leaf sheaths went through three periods:gradual increase period,rapid increase period,and slow increase period,it showed an S-shaped trend with effective accumulated temperature,and the accumulation pattern of dry matter in leaves and leaf sheaths was basically the same among different maize varieties.The Logistic model of leaves and leaf sheaths dry matter growth of maize varieties based on effective accumulated temperature had the good practical biological significance,the determination coefficients R2 were 0.9799-0.9922 and 0.9781-0.9963 respectively,and the standardized root mean square errors nRMSE were 10.38%-23.71%and 12.71%-28.80%respectively.The measured values were evenly distributed on both sides of the simulation curve,and were very close to the simulation curve,reaching a good prediction level.The ef-fective accumulated temperatures required for the rapid increase of leaves and leaf sheaths dry matter in spring and sum-mer sowing maize varieties were 479.21-576.75℃·d and 550.39-665.42℃·d respectively,the effective accumulated temperatures required to reach the maximum growth rate were 579.74-731.68℃·d and 647.94-810.14℃·d respectively.The average growth rates in rapid growth period were 0.0680-0.1276 g/℃·d and 0.0404-0.0706 g/℃·d respectively.[Conclusion]The Logistic model based on effective accumulated temperature has good prediction and interpretation for the accumulation dynamics of maize leaves and leaf sheaths dry matter,and can be used for dynamic estimation of dry matter accumulation in leaves and leaf sheaths of different maize varieties,with strong application value.
张伟彬;刘沛义;许海涛;郭海斌;王月;王素奇;张军刚
商丘职业技术学院,河南 商丘 476000驻马店市农业对外合作交流中心,河南 驻马店 463000驻马店市农业科学院,河南 驻马店 463000驻马店市农业科学院,河南 驻马店 463000驻马店市农业科学院,河南 驻马店 463000驻马店市农业科学院,河南 驻马店 463000驻马店市农业科学院,河南 驻马店 463000
农业科技
玉米有效积温叶片干物质叶鞘干物质Logistic模型
maizeeffective accumulated temperatureleaf dry matterleaf sheath dry matterLogistic model
《南方农业学报》 2026 (1)
91-103,13
河南省科技攻关项目(242102111168,252102110289) Henan Science and Technology Project(242102111168,252102110289)
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