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基于辐热积的日光温室嫁接茄子养分积累模型

Nutrient Accumulation Model of Grafted Eggplant in Solar Greenhouse Based on Product of Thermal Effectiveness and Photosynthesis Active Radiation

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【作者】 王泽鹏梁志国范凤翠杜凤焕刘胜尧贾宋楠赵楠张哲秦勇郭文忠

【Author】 WANG Zepeng;LIANG Zhiguo;FAN Fengcui;DU Fenghuan;LIU Shengyao;JIA Songnan;ZHAO Nan;ZHANG Zhe;QIN Yong;GUO Wenzhong;Institute of Agricultural Information and Economics,Hebei Academy of Agriculture and Forestry Sciences;College of Horticulture,Xinjiang Agricultural University;National Engineering Research Center of Intelligent Equipment for Agriculture;

【通讯作者】 范凤翠;秦勇;

【机构】 河北省农林科学院农业信息与经济研究所新疆农业大学园艺学院国家农业智能装备工程技术研究中心

【摘要】 以茄杂2号为试材,采用嫁接栽培,分析5个施氮水平下茄子全株及茎、叶片、果实养分积累量的动态变化,建立了基于辐热积的日光温室嫁接茄子养分积累模拟模型,并对模型进行了验证。结果表明,该模型可以利用辐热积比较准确地模拟出不同施氮水平茄子养分积累量,以产量最高的F3处理作为参照,其植株N、P、K积累量的标准误差RMSE和1∶1直线决定系数R2分别为4.88 kg·hm-2和0.996 8、0.53 kg·hm-2和0.998 3、7.85 kg·hm-2和0.997 1;茎中N、P、K积累量的标准误差RMSE和1∶1直线决定系数R2分别为1.66 kg·hm-2和0.957 6、0.59 kg·hm-2和0.956 1、3.89 kg·hm-2和0.982 0;叶片中N、P、K积累量的标准误差RMSE和1∶1直线决定系数R2分别为2.19 kg·hm-2和0.976 8、0.40 kg·hm-2和0.985 3、4.06 kg·hm-2和0.988 6;果实中N、P、K积累量的标准误差RMSE和1∶1直线决定系数R2分别为3.92 kg·hm-2和0.991 5、0.48 kg·hm-2和0.990 2、6.57 kg·hm-2和0.985 3。模型精准度高,可以预测各施氮处理下茄子全株及各器官的养分积累量,为日光温室茄子生产的智能化精准施肥管理提供决策依据。

【Abstract】 Taking‘Qieza No.2’as test material,this paper analyzed the dynamic changes in the nutrient accumulation of eggplant whole plant,stem,leaf blade,fruit under 5 nitrogen application levels;and established a simulation model for nutrient accumulation in eggplant grafted in solar greenhouse based on the product of thermal effectiveness and photosynthesis active radiation.The results showed that this model could fairly accurately simulate the nutrient accumulation quantity of eggplant under different nitrogen application levels by using radiant heat product.Taking F3 treatment with the highest yield as reference,the standard error RMSE and 1∶1 straight lines determination coefficient R2 of N,P,K in plant were 4.88 kg · hm-2 and 0.996 8,0.53 kg · hm-2 and 0.998 3,7.85 kg · hm-2 and 0.997 1,respectively.The standard error RMSE and the R2 between the 1∶1 straight lines determination coefficients of N,P,K in stem were 1.66 kg · hm-2 and 0.957 6,0.59 kg · hm-2 and 0.956 1,3.89 kg · hm-2 and 0.982 0.The standard error RMSE and the R2 between the 1∶1 straight lines of N,P,K in leaf blade were 2.19 kg · hm-2 and 0.976 8,0.40 kg · hm-2 and 0.985 3,4.06 kg · hm-2 and 0.988 6.The standard error RMSE and the R2 between the 1∶1 straight lines determination coefficients of N,P,K in fruit were 3.92 kg · hm-2 and 0.991 5,0.48 kg · hm-2 and 0.990 2,6.57 kg · hm-2and 0.985 3,respectively.The model had high accuracy and could predict the nutrient accumulation quantity in the whole plant and each organ of eggplant under every nitrogen application treatment,so as to provide decisionmaking basis for the intelligent and precise fertilization management for eggplant production in solar greenhouse.

【基金】 河北省农业高质量发展关键共性技术攻关专项(19227407D);河北省重点研发计划项目(21326904D);河北省现代农业产业技术体系露地蔬菜创新团队首席专家项目(HBCT2021200101);河北省现代农业产业技术体系露地/设施蔬菜创新团队水肥资源高效利用岗项目(HBCT2021200201);河北省农林科学院基本科研业务费项目(2021090201);河北省农林科学院科技创新专项(2022KJCXZX-NXS-4)
  • 【分类号】S626;S641.1
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