Surface Urban Heat Island Intensity and Urban Utility Consumption: Impact Analysis and Projections.

Q2 Environmental Science
The Scientific World Journal Pub Date : 2025-02-24 eCollection Date: 2025-01-01 DOI:10.1155/tswj/3250112
Gashaw T Mekonnen, Arega B Berlie, Mesfin A Wubie, Solomon A Legesse
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引用次数: 0

Abstract

The rise in urban temperature has several impacts on the urban population. It manifests in water consumption, quality, and availability; energy consumption; greenhouse gas emissions; ecological disturbances; and human health. Studies have been conducted on the severity of the impact of surface urban heat island intensity (SUHII) on these variables at different scales in different parts of the world. The majority of the studies in Ethiopia considered the effect of per capita income on per capita water and energy consumption, disregarding the effect of temperature. However, this study tried to investigate the impact of SUHII on these utilities. It tested to see future trends in consumption in line with future SUHII patterns from 2024 to 2040. The present impacts were investigated using the path model and the future trends in consumption with autoregressive integrated moving average (ARIMA). The models' efficiency was checked using the sum of square error (SSE), mean square error (MSE), mean absolute percentage error (MAPE), root mean square error (RMSE), and archaic information criterion corrected (AICC), respectively. The best ARIMA models for SUHII, water, and electricity consumption were (3, 1, 1), (2, 1, 2), and (1, 1, 2) with AICC values of 13.72, -5.44, and 17.67, respectively. The result of the path model analysis buttressed that SUHII has a more significant impact on water (2.378 m3/1°C/annum) than electricity (1.616 kW/1°C/annum). The ARIMA model confirmed an increase in future water and electricity consumption. These results suggest that urban planners should consider the effects of SUHII on water and energy demand when they evaluate growth strategies and use incentives to encourage efficiency and sustainability.

城市地表热岛强度与城市公用事业消费:影响分析与预测。
城市气温的上升对城市人口有几个影响。它体现在水的消耗、质量和可用性上;能源消耗;温室气体排放;生态干扰;还有人类健康。在世界不同地区的不同尺度上,对地表城市热岛强度(SUHII)对这些变量的影响程度进行了研究。埃塞俄比亚的大多数研究都考虑了人均收入对人均水和能源消耗的影响,而不考虑温度的影响。然而,本研究试图调查SUHII对这些公用事业的影响。它测试了2024年至2040年期间与未来SUHII模式一致的未来消费趋势。利用路径模型和自回归综合移动平均(ARIMA)分析了当前的影响和未来的消费趋势。分别用平方和误差(SSE)、均方误差(MSE)、平均绝对百分比误差(MAPE)、均方根误差(RMSE)和原始信息校正标准(AICC)检验模型的有效性。SUHII、水和电消耗的最佳ARIMA模型分别为(3,1,1)、(2,1,2)和(1,1,2),AICC值分别为13.72、-5.44和17.67。路径模型分析结果表明,SUHII对水(2.378 m3/1°C/年)的影响大于对电(1.616 kW/1°C/年)的影响。ARIMA模型证实了未来水和电力消耗的增加。这些结果表明,城市规划者在评估增长战略和使用激励措施以鼓励效率和可持续性时,应考虑SUHII对水和能源需求的影响。
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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来源期刊
The Scientific World Journal
The Scientific World Journal 综合性期刊-综合性期刊
CiteScore
5.60
自引率
0.00%
发文量
170
审稿时长
3.7 months
期刊介绍: The Scientific World Journal is a peer-reviewed, Open Access journal that publishes original research, reviews, and clinical studies covering a wide range of subjects in science, technology, and medicine. The journal is divided into 81 subject areas.
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