Zhao Xia, Wang ShuaiLi, Wen Tao, Xu Jiamin, Huang Bao, Yan Shufeng, Gao Gangqiang, Zhao Yali, Li Hongping, Qiao Jiangfang, Yang Jinliang, Wu Lianhai, Wang Hongwei, Liu Tianxue, Mu Xinyuan
Cereal Institute, Henan Academy of Agricultural Sciences/Henan International Joint Laboratory on Maize Precision Production, Zhengzhou 450002, Henan, China.
College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China.
Open Life Sci. 2023 Mar 23;18(1):20220566. doi: 10.1515/biol-2022-0566. eCollection 2023.
Studying the canopy spectral reflection characteristics of different N-efficient maize varieties and analyzing the relationship between their growth indicators and spectral vegetation indices can help the breeding and application of N-efficient maize varieties. To achieve the optimal management of N fertilizer resources, developing N-efficient maize varieties is necessary. In this research, maize varieties, i.e., the low-N-efficient (Zhengdan 958, ZD958), the high-N efficient (Xianyu 335, XY335), the double-high varieties (Qiule 368, QL368), and the double inefficient-type varieties (Yudan 606 YD606), were used as materials. Results indicate that nitrogen fertilization significantly increased the vegetation indices NDVI, GNDVI, GOSAVI, and RVI of maize varieties with different nitrogen efficiencies. These findings were consistent with the performance of yield, dry matter mass, and leaf nitrogen content and were also found highest under both medium and high nitrogen conditions in the double-high variety QL368. The correlations of dry matter quality, leaf nitrogen content, yield, and vegetation indices (NDVI, GNDVI, RVI, and GOSAVI) at the filling stage of different N-efficient maize varieties were all highly significant and positive. In this relationship, the best effect was found at the filling stages, with correlation coefficients reaching 0.772-0.942, 0.774-0.970, 0754-0.960, and 0.800-0.960. The results showed that the yield, dry matter weight, and leaf nitrogen content of maize varieties with different nitrogen efficiencies increased first and then stabilized with the increase in the nitrogen application level in different periods, and the highest nitrogen application level of maize yield should be between 270 and 360 kg/hm. At the filling stage, canopy vegetation index of maize varieties with different nitrogen efficiencies was positively correlated with yield, dry matter weight, and leaf nitrogen content, especially GNDVI and GOSAVI on the leaf nitrogen content. It can be used as a means to predict its growth index.
研究不同氮效率玉米品种的冠层光谱反射特征,分析其生长指标与光谱植被指数之间的关系,有助于氮高效玉米品种的选育与应用。为实现氮肥资源的优化管理,培育氮高效玉米品种很有必要。本研究以低氮效率品种(郑单958,ZD958)、高氮效率品种(先玉335,XY335)、双高品种(秋乐368,QL368)和双低效型品种(豫单606,YD606)为材料。结果表明,施肥显著提高了不同氮效率玉米品种的植被指数NDVI、GNDVI、GOSAVI和RVI。这些结果与产量、干物质质量和叶片氮含量的表现一致,且在双高品种QL368的中高氮条件下均最高。不同氮效率玉米品种灌浆期的干物质质量、叶片氮含量、产量与植被指数(NDVI、GNDVI、RVI和GOSAVI)的相关性均极显著且呈正相关。在这种关系中,灌浆期效果最佳,相关系数分别达到0.772 - 0.942、0.774 - 0.970、0.754 - 0.960和0.800 - 0.960。结果表明,不同氮效率玉米品种的产量、干物质重和叶片氮含量随不同时期施氮水平的增加先升高后稳定,玉米产量的最高施氮水平应在270至360 kg/hm之间。在灌浆期,不同氮效率玉米品种的冠层植被指数与产量、干物质重和叶片氮含量呈正相关,尤其是GNDVI和GOSAVI与叶片氮含量的相关性,可作为预测其生长指标的手段。