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          学院发表文章

          Risk assessment of different maize (Zea mays l.) lodging types in the northeast and the north china plain based on a joint probability distribution model

          发布日期:2021-11-30浏览次数:信息来源:土地科学与技术学院

          Xuli Zan   Ziyao Xing   Xiang Gao   Wei Liu   Xiaodong Zhang   Zhe Liu   Shaoming Li

          Abstract

          Mastering the lodging risk of planting environment is of great significance to the optimal layout of maize varieties and the breeding of lodging resistant varieties. However, the existing lodging risk models are still at the stage of single or multi-factors independent analysis, and lack of assessment for different lodging types. To address this issue, based on the mechanism of different lodging types, the Archimedean copula function was used to describe the joint probability distribution of wind speed and precipitation, and the lodging risk assessment model of maize was established. By comparing the goodness of fit, when the rank correlation coefficient of these two is positive and negative, the corresponding optimal joint probability distribution functions are the Gumbel copula and Frank copula. According to the spatial distribution of lodging risk, the area from Liaodong Bay northward to Tongyu, Jilin province in the Northeast and the North China Plain has a high frequency of lodging, in which the probability of stalk lodging is two to four times that of root lodging. Finally, we discussed how to apply the lodging risk distribution results to optimize the maize variety test sites to improve the efficiency and reliability of the existing test system. The method proposed in this paper comprehensively considers the synergistic effect of multiple factors and can provide technical support for other risk assessment.

          Keywords: maize lodging; risk assessment; joint probability distribution; copula function


          https://doi.org/10.3390/ijgi10110723





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