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Spatiotemporal Variability in the Hydrometeorological Time-Series over Upper Indus River Basin of Pakistan

机译:巴基斯坦上部梧桐河流域水质气象时间系列的时空变异

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This paper investigates the spatiotemporal variability in hydrometeorological time-series to evaluate the current and future scenarios of water resources availability from upper Indus basin (UIB). Mann–Kendall and Sen’s slope estimator tests were used to analyze the variability in the temperature, precipitation, and streamflow time-series data at 27 meteorological stations and 34 hydrological stations for the period of 1963 to 2014. The time-series data of entire study period were divided into two equal subseries of 26 years each (1963–1988 and 1989–2014) to assess the overlapping aspect of climate change acceleration over UIB. The results showed a warming pattern at low altitude stations, while a cooling tendency was detected at high-altitude stations. An increase in streamflow was detected during winter and spring seasons at all hydrological stations, whereas the streamflow in summer and autumn seasons exhibited decreasing trends. The annual precipitation showed a significant decreasing trend at ten stations, while a significant increasing trend was observed at Kohat station during second subseries of the study period. The most significant winter drying trends were observed at Gupis, Chitral, Garidopatta, and Naran stations of magnitude of 47%, 13%, 25%, and 18%, respectively, during the second subseries. The annual runoff exhibited significant deceasing trends over Jhelum subbasin at Azad Pattan, Chinari, Domel Kohala, Muzaffarabad, and Palote, while within Indus basin at Chahan, Gurriala, Khairabad, Karora, and Kalam in the second time-series. It is believed that the results of this study will be helpful for the decision-makers to develop strategies for planning and development of future water resources projects.
机译:本文调查了水形测压时间系列的时空变异性,以评估来自Upper Indus Basin(UIB)的水资源可用性的当前和未来情景。 Mann-Kendall和Sen的坡度估计测试用于分析27个气象站的温度,降水和流流时间序列数据的可变性,以及1963年至2014年的34个水文站。整个研究的时间序列数据期间分为26岁(1963-1988和1989-2014)的两个相等的,以评估气候变化加速的重叠方面,超越UIB。结果在低空站上显示了升温图案,而在高空站处检测到冷却趋势。在所有水文站的冬季和春季期间检测到流出的增加,而夏季和秋季的流出呈现出降低趋势。年降水量在十个站点出现了显着降低的趋势,而在研究期间的第二个本地在科特站观察到了显着增加的趋势。在第二个本质期间,愈合痛苦,十四六口,加凡达托塔和纳兰站点观察到最重要的冬季干燥趋势,少数47%,13%,25%和18%。年度径流在阿扎尔·帕多兰,中国·奥克尔·科哈拉,穆扎法拉巴州和卫生间的jhelum亚巴巴斯展出了显着的死亡趋势,而在第二次序列中,在Chahan,Gurriala,Khairabad,Karora和Kalam的Indus盆地内。据信,该研究的结果将有助于决策者制定规划和发展未来水资源项目的战略。

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