Response of different varieties of maize to nitrogen stress and diagnosis of leaf nitrogen using hyperspectral data

文献类型： 外文期刊

第一作者： Lu, Yanli

作者： Lu, Yanli;Chao, Yaru;Song, Guipei;Nie, Caie;Wang, Lei;Zhang, Xiaoyu;Cui, Yuezhi

作者机构： Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, State Key Lab Efficient Utilizat Arid & Semiarid A, Key Lab Plant Nutr & Fertilizer,Minist Agr & Rural, Beijing 100081, Peoples R China;Inner Mongolia Agr Univ, Hohhot 010018, Peoples R China

期刊名称：SCIENTIFIC REPORTS （ 2022影响因子：4.6； 五年影响因子：4.9 ）

ISSN： 2045-2322

年卷期： 2023 年 13 卷 1 期

页码：

收录情况： SCI

摘要： Spectral technology is theoretically effective in diagnosing N stress in maize (Zea mays L.), but its application is affected by varietal differences. In this study, the responses to N stress, leaf N spectral diagnostic models and the differences between two maize varieties were analysed. The variety "Jiyu 5817" exhibited a greater response to different N stresses at the 12-leaf stage (V12), while "Zhengdan 958" displayed a greater response in the silking stage (R1). Correlation analysis showed that the spectral bands more sensitive to leaf N content were 548-556 nm and 706-721 nm at the V12 stage in "Jiyu 5817" and 760-1142 nm at the R1 stage in "Zhengdan 958". An N spectral diagnostic model that considers the varietal effect improves the model fit and root mean square error (RMSE) with respect to the model without it by 10.6% and 29.2%, respectively. It was concluded that the V12 stage for "Jiyu 5817" and the R1 stage for "Zhengdan 958" were the best diagnostic stages and were more sensitive to N stress, which can further guide fertilization decision-making in precision fertilization.

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