Monthly drought monitoring of the surface water area of Sawa Lake, Iraq during 2016-2022 using remote sensing data

Q1 Engineering
Lubna Alshammari, Omar Natiq Mohammed
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引用次数: 0

Abstract

Drought is a common phenomenon in Iraq's environment, and the country has experienced severe drought events exacerbated by the threat of climate change (low rainfall and high temperatures) over the past two decades. Iraq is located in a semi-arid region whose water resources have been restricted and mostly shared with its neighbours. To investigate the effect of drought on the surface water area of Sawa lake, we analysed 52 Sentinel-2 images from May 2016 to July 2022 using an open-source SNAP toolbox to map the boundary of the surface-water body of the lake. The results indicate that the surface water area of Sawa lake has decreased significantly over the last six years with the most extreme decline beginning in May 2021, when the area of the lake lost about 51% of its initial size (May 2016). By March 2022, the lake had disappeared and about 96% of the water's surface area had been lost. To better understand the potential causes of droughts, further analysis has been conducted on the effects of precipitation and human activities (vegetation cover and Al-Samawah saltpan for salt production) on the lake. Investigations revealed that the rapid expansion of agricultural areas around the lake by 254% and the increase in salt production from the Al-Samawah saltpan by about 121% are among the direct causes of the drought. In addition, the results of the statistical test analysis between the estimated surface water area of Sawa lake and human activities were significant at a 95% level of confidence. The findings of this study can assist decision-makers to understand the interaction between human activities and the lake's environment to design a strategic plan for lake recovery and a sustainable water resource management system in southern Iraq.
2016-2022年利用遥感数据对伊拉克萨瓦湖地表水域进行的月度干旱监测
干旱是伊拉克环境中的一种常见现象,在过去二十年中,由于气候变化的威胁(低降雨和高温),该国经历了严重的干旱事件。伊拉克位于半干旱地区,其水资源有限,大部分与邻国共享。为了研究干旱对萨瓦湖地表水面积的影响,我们利用开源SNAP工具箱对2016年5月至2022年7月的52幅Sentinel-2图像进行分析,绘制了萨瓦湖地表水体的边界。结果表明,近6年来,萨瓦湖的地表水域面积明显减少,最严重的减少始于2021年5月,当时萨瓦湖的面积减少了约51%的初始面积(2016年5月)。到2022年3月,该湖已经消失,大约96%的水面面积已经消失。为了更好地了解干旱的潜在原因,进一步分析了降水和人类活动(植被覆盖和用于制盐的Al-Samawah盐田)对湖泊的影响。调查显示,湖周围农业面积迅速扩大了254%,Al-Samawah盐田的盐产量增加了约121%,这是造成干旱的直接原因。此外,Sawa湖估算的地表水域面积与人类活动之间的统计检验分析结果在95%的置信水平上具有显著性。研究结果有助于决策者了解人类活动与湖泊环境之间的相互作用,为伊拉克南部湖泊恢复和可持续水资源管理系统设计战略规划。
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来源期刊
CiteScore
1.90
自引率
0.00%
发文量
140
审稿时长
7 weeks
期刊介绍: *Industrial Engineering: 1 . Ergonomics 2 . Manufacturing 3 . TQM/quality engineering, reliability/maintenance engineering 4 . Production Planning 5 . Facility location, layout, design, materials handling 6 . Education, case studies 7 . Inventory, logistics, transportation, supply chain management 8 . Management 9 . Project/operations management, scheduling 10 . Information systems for production and management 11 . Innovation, knowledge management, organizational learning *Mechanical Engineering: 1 . Energy 2 . Machine Design 3 . Engineering Materials 4 . Manufacturing 5 . Mechatronics & Robotics 6 . Transportation 7 . Fluid Mechanics 8 . Optical Engineering 9 . Nanotechnology 10 . Maintenance & Safety *Computer Science: 1 . Computational Intelligence 2 . Computer Graphics 3 . Data Mining 4 . Human-Centered Computing 5 . Internet and Web Computing 6 . Mobile and Cloud computing 7 . Software Engineering 8 . Online Social Networks *Electrical and electronics engineering 1 . Sensor, automation and instrumentation technology 2 . Telecommunications 3 . Power systems 4 . Electronics 5 . Nanotechnology *Architecture: 1 . Advanced digital applications in architecture practice and computation within Generative processes of design 2 . Computer science, biology and ecology connected with structural engineering 3 . Technology and sustainability in architecture *Bioengineering: 1 . Medical Sciences 2 . Biological and Biomedical Sciences 3 . Agriculture and Life Sciences 4 . Biology and neuroscience 5 . Biological Sciences (Botany, Forestry, Cell Biology, Marine Biology, Zoology) [...]
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