可持续发展与城市扩张:2011-2022 年萨瓦乌帕兹拉生态影响的陆地卫星图像分析

Q1 Environmental Science
Taslima Akter Sathe, Syed Hafizur Rahman
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引用次数: 0

摘要

本研究调查了 2011 年至 2022 年达卡市邻近的萨瓦尔乡城市扩张对生态的影响。研究利用大地遥感卫星(2 级)图像和时间加权动态时间扭曲(TWDTW)分类方法,对城市扩张进行了评估,准确率很高(2011 年、2015 年和 2022 年的准确率分别为 98.87%、96.01% 和 96.53%)。城市扩张主要是通过延伸,城市面积增加了 9.19%。研究还通过地表温度(LST)数据计算了城市热点区(UHs)和城市热场方差指数(UTFVI),凸显了城市热点的增长。偏最小二乘法回归(PLSR)显示,发展类型影响城市热岛效应,扩展是生态变化的最大决定因素。地方层面的分析表明,除希穆里亚和帕塔利亚外,几乎所有地区的生态条件都出现了恶化,其中特图利霍拉、阿明巴扎尔、阿舒利亚及附近地区因城市化而面临的生态恶化最为严重(∼50%)。研究结果表明,由于城市扩张,该地区的生态健康状况大幅下降,这敦促决策者将稳定生态区纳入城市规划,以实现可持续发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sustainable development versus urban sprawl: A Landsat imagery analysis of ecological impact in Savar Upazila, 2011–2022

This study investigates the ecological impacts of urban expansion in Savar Upazila, adjacent to Dhaka City, from 2011 to 2022. Utilizing Landsat (Level 2) imagery and the Time-weighted Dynamic Time Warping (TWDTW) classification method, the research assesses urban sprawl with high accuracy (98.87%, 96.01%, and 96.53% for 2011, 2015, and 2022, respectively). Urban expansion was predominantly through extension, with a 9.19% increase in urban areas. The study also calculates Urban Hotspot Zones (UHs) and the Urban Thermal Field Variance Index (UTFVI) from Land Surface Temperature (LST) data, highlighting the growth of urban hotspots. The Partial Least Squares Regression (PLSR) reveals that development type affects the Urban Heat Island effect and extension is the most determining factor for ecological change. A local level analysis reveals that nearly all unions, except Shimulia and Pathalia, experienced a rise in areas with adverse ecological conditions, with Tetulihora, Amin Bazar, Ashulia, and nearby areas facing the most significant ecological deterioration due to urbanization (∼50%). The findings underscore a considerable decline in the region's ecological health due to urban expansion, urging policymakers to integrate stable ecological zones into urban planning for sustainable development.

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来源期刊
Case Studies in Chemical and Environmental Engineering
Case Studies in Chemical and Environmental Engineering Engineering-Engineering (miscellaneous)
CiteScore
9.20
自引率
0.00%
发文量
103
审稿时长
40 days
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