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应用生态学报 ›› 2023, Vol. 34 ›› Issue (3): 688-698.doi: 10.13287/j.1001-9332.202303.010

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基于临界氮浓度的南疆滴灌棉花氮营养诊断及产量估算

王新1, 董承光1, 余渝1, 马晓梅1, 黄小芳2, 田琴1, 韦轩3, 周小凤1*   

  1. 1新疆农垦科学院棉花研究所/农业农村部西北内陆区棉花生物学与遗传育种重点实验室, 新疆石河子 832000;
    2新疆农垦科学院分析测试中心, 新疆石河子 832000;
    3新疆农垦科学院计划财务处, 新疆石河子 832000
  • 收稿日期:2022-06-21 接受日期:2023-01-03 发布日期:2023-09-15
  • 通讯作者: *E-mail: xjzhxf@sohu.com
  • 作者简介:王 新, 男, 1986年生, 博士, 副研究员。主要从事作物模拟与农业信息技术研究。E-mail: wx2011207003@126.com
  • 基金资助:
    棉花生物学国家重点实验室开放课题项目(CB2018A10)、新疆生产建设兵团农业科技创新专项(NCG202222)和新疆生产建设兵团第八师重点研发计划项目(2021NY01)

Nitrogen nutrition diagnosis and estimation of seed cotton yield based on critical nitrogen concentration for drip irrigation cotton in Southern Xinjiang, China.

WANG Xin1, DONG Chengguang1, YU Yu1, MA Xiaomei1, HUANG Xiaofang2, TIAN Qin1, WEI Xuan3, ZHOU Xiaofeng1*   

  1. 1Cotton Institute, Xinjiang Academy of Agricultural and Reclamation Sciences/Northwest Inland Region Key Laboratory of Cotton Biology and Genetic Breeding, Ministry of Agriculture and Rural Affairs, Shihezi 832000, Xinjiang, China;
    2Analysis and Test Center, Xinjiang Academy of Agricultural and Reclamation Sciences, Shihezi 832000, Xinjiang, China;
    3Planning and Finance Department, Xinjiang Academy of Agricultural and Reclamation Sciences, Shihezi 832000, Xinjiang, China
  • Received:2022-06-21 Accepted:2023-01-03 Published:2023-09-15

摘要: 为验证临界氮浓度在南疆滴灌棉田的稳定性和适应性,明确以氮素吸收(Nuptake)、氮营养指数(NNI)和累积氮亏缺量(Nand)为指标评价和诊断南疆滴灌棉花适宜氮水平和氮营养状况的准确性。以‘新陆中55号’和‘新陆中78号’棉花品种为试验材料,通过2年定位田间试验,设置5个氮水平(0、75、150、300、450 kg·hm-2),建立基于棉株干物质量(PDM)的南疆滴灌棉花临界氮稀释曲线(PNCc)和基于PNCcNuptake、NNI、Nand模型及NNI、Nand与相对籽棉产量(RY)的估算模型。结果表明: 新陆中55号和新陆中78号棉花PNCc、最高(PNCmax)、最低(PNCmin)边界稀释模型的相关系数(R2)分别为0.905和0.960、0.919和0.950、0.934和0.969。新陆中55号和新陆中78号临界氮浓度基于1∶1直线的R2、根均方差(RMSE)、相对误差(RE)分别为0.987、0.051 g·kg-1、1.95%和0.984、0.044 g·kg-1、1.91%,模型在年际间具有较好的稳定性和适应性。Nuptake、NNI和Nand模型对新陆中55号和新陆中78号适宜氮水平和氮营养状况的评价和诊断结果一致,均以300 kg·hm-2为最佳施氮量,综合氮水平与籽棉产量拟合结果,新陆中55号和新陆中78号理论适宜施氮量分别为322.7、336.4 kg·hm-2。新陆中55号和新陆中78号NNI、Nand与RY在不同生育期的R2均大于0.900,NNI、Nand与RY的籽棉产量估算模型基于1∶1直线的R2、RMSE、RE分别为0.899~0.989、0.05~0.13、4.1%~9.9%和0.902~0.981、0.04~0.12、5.1%~9.5%,均达到极显著水平。研究结果可为南疆滴灌棉田适宜施氮水平和氮营养状况的评价和诊断及籽棉产量的估算提供一种新路径。

关键词: 临界氮浓度, 南疆, 滴灌, 棉花, 氮稀释曲线, 氮营养指数, 模型

Abstract: The stability and adaptability of the critical nitrogen concentration in drip-irrigated cotton fields in Southern Xinjiang were investigated by measuring the nitrogen uptake (Nuptake), nitrogen nutrition index (NNI), and accumulated nitrogen deficit (Nand). A two-year field study was conducted using five nitrogen levels (0, 75, 150, 300, and 450 kg·hm-2), with cotton cultivars ‘Xinluzhong55’ and ‘Xinluzhong78’ as the test materials. We analyzed the effects of nitrogen addition on plant dry matter (PDM) and critical nitrogen concentration dilution curves (PNCc). The Nuptake, NNI, and Nand models as well as a model of the relationships between NNI, Nand, and the relative seed cotton yield (RY) were established based on the PNCc for both cultivars. The results showed that the PNCc, maximum nitrogen concentration (PNCmax), and minimum nitrogen concentration (PNCmin) dilution models in drip-irrigated cotton showed power function relationships with plant dry matter (PDM), with determination coefficients (R2) of 0.905 and 0.960, 0.919 and 0.950, 0.934 and 0.969 for Xinluzhong55 and Xinluzhong78, respectively. Model validation with independent experimental data showed that the critical nitrogen concentrations in cotton grown under drip-irrigated conditions were simulated satisfactorily. The Xinluzhong55 and Xinluzhong78 1:1 line R2, root mean square error (RMSE) and relative estimation error (RE) of the simulated and observed critical nitrogen concentrations were 0.987, 0.051 g·kg-1, 1.95% and 0.984, 0.044 g·kg-1, 1.91%, respectively, showing good stability and adaptability between the two years. According to the Nuptake, NNI, and Nand model, we concluded that 300 kg·hm-2 was the optimum level of nitrogen application in drip-irrigated cotton in Southern Xinjiang. Based on the fitting results of nitrogen level and seed cotton yield, the theoretical appropriate nitrogen applications for Xinluzhong55 and Xinluzhong78 were 322.7 and 336.4 kg·hm-2, respectively. The R2 of NNI, Nand and RY in different growth stages were greater than 0.900, the NNI, Nand and RY estimation model of seed cotton yield based on 1:1 lines of R2, RMSE, and RE were 0.899-0.989, 0.05-0.13, and 4.1%-9.9% and 0.902-0.981, 0.04-0.12, and 5.1%-9.5%, all of which were highly significant. These results could provide new directions for the evaluation and diagnosis of optimum nitrogen application levels and nitrogen status, as well as the estimation of seed cotton yield in drip-irrigated cotton in Southern Xinjiang.

Key words: critical nitrogen concentration, Southern Xinjiang, drip irrigation, cotton, nitrogen dilution curve, nitrogen nutrition index, model