Statistical-based spatial analysis on urban water management under changing environments: a case study of Hawassa, Ethiopia

IF 2.5 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES
Abreham Birhane Kassay, Abraham Woldemichael Tuhar, Mihret Dananto Ulsido and Markos Mathewos Godebo
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Abstract

Hawassa characterizes a typical developing city in Ethiopia, owning to rapid urban growth and demographic trends. The combined effect of climate change and urban expansion is increasing the challenge to the environment and the services it provides. Relating changing environments with urban water management (UWM) is required to build resilience in the urban environment. This research analyzed local climate change and urban growth and linked it to UWM. The historical period 1990–2021 of daily rainfall, temperature variables, four satellite imageries, and DEM were analyzed. Changes in rainfall (annual and daily maximum) and temperature (maximum and minimum) trends are detected and projected to 2051 using a statistical-based model. With geospatial techniques sub-watersheds are delineated, and the urban cover change is quantified. The trend detection result implies an upward trend of annual and daily maximum rainfalls however a significance is insufficient (p > 0.05) to associate it with climate change during the study period. Maximum and minimum temperatures change indicate a positive and significant trend. The forecasting result suggests an increment of both temperatures (0.5 °C–1.5 °C) to the projected period compared to historical scenario. The land cover analysis results show the built-up area changed from 11.6 km2 (7.2%) to 42.5 km2 (26.5%) during the historical period, where the rate varies spatially. The surface runoff increased by 30.7% in the urban watersheds. With a growth rate of 8.9% built-up, the urban area will cover 73.6 km2 (45.9%) for the predicted period. The research finding justifies the potential to reorganize the relationship between the spatial effect of climate change and urban growth on UWM. Considering distinct characteristics of urban watershed, exposure to flooding risk, access to water demand and resilient to climate change have spatial variation. Thus, a local-specific planning approach will support effective UWM and climate adaptation for sustainable city development.
变化环境下城市水资源管理的统计空间分析:埃塞俄比亚哈瓦萨案例研究
哈瓦萨是埃塞俄比亚一个典型的发展中城市,城市发展迅速,人口结构趋于复杂。气候变化和城市扩张的综合影响正在加大对环境及其服务的挑战。将不断变化的环境与城市水资源管理(UWM)联系起来,是建设城市环境复原力的需要。这项研究分析了当地的气候变化和城市发展,并将其与城市水资源管理联系起来。研究分析了 1990-2021 年历史时期的日降雨量、温度变量、四幅卫星图像和 DEM。利用基于统计的模型,检测了降雨量(年最大降雨量和日最大降雨量)和气温(最高气温和最低气温)的变化趋势,并预测到 2051 年。利用地理空间技术划分了子流域,并量化了城市覆盖面的变化。趋势检测结果表明,年降雨量和日最大降雨量呈上升趋势,但与研究期间的气候变化相关性不足(P > 0.05)。最高气温和最低气温的变化呈显著的正趋势。预测结果表明,与历史情景相比,预测期间的气温都将上升(0.5 ℃-1.5 ℃)。土地覆被分析结果表明,在历史时期,建成区面积从 11.6 平方公里(7.2%)变为 42.5 平方公里(26.5%),其变化率因空间而异。城市流域的地表径流量增加了 30.7%。按 8.9% 的建成区增长率计算,预测期内城市面积将达到 73.6 平方公里(45.9%)。这一研究结果证明,有可能重新组织气候变化和城市发展对西华大学的空间影响之间的关系。考虑到城市流域的不同特点,洪水风险的暴露、水需求的获取以及对气候变化的适应能力都存在空间差异。因此,因地制宜的规划方法将支持有效的水资源综合管理和气候适应,促进城市的可持续发展。
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来源期刊
Environmental Research Communications
Environmental Research Communications ENVIRONMENTAL SCIENCES-
CiteScore
3.50
自引率
0.00%
发文量
136
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