气候变化对巴基斯坦印度河流域棉花产量的影响

N. M, H. Hs, Yasir Qm, D. H, Satti Z
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引用次数: 2

摘要

棉花是世界上过度种植的纤维作物。在巴基斯坦,气候变暖正在损害棉花作物。为了确定气候变化对作物生产影响的对策,需要探讨作物产量的变化及其与气候变化的关系。本研究对1989- 2018年巴基斯坦印度河流域棉花产量和气候数据进行了空间分析。采用Mann-Kendal非参数检验分析了棉花产量指标与气候变量的变化趋势,并采用Pearson相关和最佳子集多元线性回归模型分析了气候变化对棉花产量的影响。日照时数对棉花产量有正向影响,但主产区平均气温、最低气温和空气相对湿度呈上升趋势,对棉花产量有负向影响。研究结果揭示了巴基斯坦印度河流域棉花产量与气候变化变量的区域关系。本研究可为了解巴基斯坦印度河流域棉花对气候变化的不耐性提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing the Impact of Climate Change on Cotton Yield Using Spatial Analysis and Statistical Modeling in the Indus River Basin, Pakistan
Cotton is an excessive growing fiber crop in the world. In Pakistan, climate warming is hurting the cotton crop. To identify countermeasures of climate change impacts on crop production, it is needed to explore the changes in crop yield and their relationship to climate change. This study, we conducted spatial analysis of cotton yield and climate data in the Indus River basin in Pakistan from 1989- 2018. We analyzed the trend in cotton production indices and climate variables using the Mann-Kendal nonparametric test, and the impact of climate change on cotton yield through Pearson’s correlation and best-subset multivariate linear regression model. Sunshine hours positively impacted on cotton yield, but an increasing trend in average temperature, minimum temperature and air relative humidity in main crop areas had a negative impact on the cotton crop. Our results illustrate the relationship between the cotton yield and climate change variables on regional basis in the Indus River basin, Pakistan. This research could provide a reference for understanding the intolerance of cotton in the Indus River basin, Pakistan to climate change.
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