Geospatial analysis of flood causes and extent of flood damages in Swat Valley, North Pakistan

Uzma Manglore, Atta-Ur Rahman, Faheema Marwat, Tabassum Naz, S. Dilbar, Farishta Khan
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Abstract

Floods are the most dangerous and recurring natural hazard that can destroy people’s property, lives, and livelihoods, and they occur because of extreme weather events, population expansion, and the lack of effective preparedness measures. The key reasons included unplanned built-up regions, town expansion on the mountain slopes, lack of awareness, and poverty. Floods are considered one of Pakistan's most devastating and recurring natural catastrophes. Similarly, district Swat is a highly prone area to flooding and has been severely impacted by recent floods in 2010, 2016, and 2020.  Primary data were acquired through field surveys and direct observation. For micro-level analysis, four villages were selected randomly, i.e. Ningulai, Amamdherai, Shagai, and Paklai. The analysis revealed that floods mainly occurred in summer in July and August in upper Swat, while riverine floods were experienced in lower Swat.  The resultant analysis shows that 95 people died in July 2010, 19 in 2016, and 13 in floods in 2020. The comparison of pre-and-post-flood satellite images reveals that significant changes happened in the post-flood scenario, most notably in the water class, and it was found that the area under water bodies has increased in the post-flood situation.
对巴基斯坦北部斯瓦特山谷洪灾原因和洪灾损失程度的地理空间分析
洪水是最危险和最经常发生的自然灾害,它可以摧毁人们的财产、生命和生计,其发生的原因是极端天气事件、人口膨胀和缺乏有效的防备措施。主要原因包括未规划的建筑密集区、山坡上的城镇扩张、缺乏意识以及贫困。洪水被认为是巴基斯坦最具破坏性和最经常发生的自然灾害之一。同样,斯瓦特地区也是洪水的高发区,并在 2010 年、2016 年和 2020 年遭受了洪水的严重影响。 原始数据通过实地调查和直接观察获得。在微观层面的分析中,随机选取了四个村庄,即宁古莱村、阿玛姆德莱村、沙盖村和帕克来村。分析结果显示,斯瓦特上游地区的洪水主要发生在夏季的 7 月和 8 月,而斯瓦特下游地区则是河水泛滥。 分析结果显示,2010 年 7 月有 95 人死亡,2016 年有 19 人死亡,2020 年有 13 人死于洪灾。通过对比洪水前后的卫星图像发现,洪水后的情况发生了显著变化,最明显的是水体等级的变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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