Urban green space cover change analysis using GIS and remote sensing in two rapidly urbanized cities, Debre Berhan and Debre Markos, Ethiopia

IF 2.3 Q2 REMOTE SENSING Applied Geomatics Pub Date : 2024-09-24 DOI:10.1007/s12518-024-00591-6
Alemaw Kefale, Aramde Fetene, Hayal Desta
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Abstract

Monitoring the amount of green space in urban areas is important for ensuring sustainable development and proper management. The study analyzed changes in urban green space coverage over the past 20 years in two rapidly urbanizing cities in Ethiopia, Debre Berhan and Debre Markos. The researchers used Landsat 5 and 8 data with a spatial resolution of 30 m to determine different land use and land cover classes, including urban green spaces, barren and croplands, built-up areas, and water bodies. The classification accuracy ranged between 90% and 91.4%, with a Kappa Statistic of 0.85 to 0.88. The results showed that both cities experienced significant decreases in vegetation cover in their urban cores between 2000 and 2020, with radical changes observed from green spaces and croplands to built-up areas. In Debre Berhan, barren and croplands decreased by 32.96%, while built-up and green spaces increased by 357.9% and 37.4%, respectively, in 2020. In Debre Markos, built-up areas increased by 224.2%, while green spaces and barren and croplands decreased by 41% and 5.71%, respectively. Overall, rapid urbanization threatens green spaces and agricultural areas, highlighting the need for ecological-based spatial planning in rapidly urbanizing cities.

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利用地理信息系统和遥感技术分析埃塞俄比亚 Debre Berhan 和 Debre Markos 这两个快速城市化城市的绿地覆盖变化情况
监测城市地区的绿地数量对于确保可持续发展和适当管理非常重要。这项研究分析了埃塞俄比亚两个快速城市化的城市--德布雷-贝尔汉和德布雷-马科斯在过去 20 年中城市绿地覆盖率的变化。研究人员使用空间分辨率为 30 米的大地遥感卫星 5 号和 8 号数据确定了不同的土地利用和土地覆被等级,包括城市绿地、荒地和耕地、建筑密集区和水体。分类准确率在 90% 至 91.4% 之间,Kappa 统计量为 0.85 至 0.88。结果显示,2000 年至 2020 年间,两座城市的城市中心区植被覆盖率都出现了显著下降,从绿地和耕地到建筑密集区发生了翻天覆地的变化。在德布雷贝汉,荒地和耕地减少了 32.96%,而到 2020 年,建成区和绿地分别增加了 357.9% 和 37.4%。在德布雷马科斯,建成区增加了 224.2%,而绿地、荒地和耕地则分别减少了 41% 和 5.71%。总体而言,快速城市化威胁着绿地和农田,这凸显了在快速城市化的城市中进行基于生态的空间规划的必要性。
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来源期刊
Applied Geomatics
Applied Geomatics REMOTE SENSING-
CiteScore
5.40
自引率
3.70%
发文量
61
期刊介绍: Applied Geomatics (AGMJ) is the official journal of SIFET the Italian Society of Photogrammetry and Topography and covers all aspects and information on scientific and technical advances in the geomatics sciences. The Journal publishes innovative contributions in geomatics applications ranging from the integration of instruments, methodologies and technologies and their use in the environmental sciences, engineering and other natural sciences. The areas of interest include many research fields such as: remote sensing, close range and videometric photogrammetry, image analysis, digital mapping, land and geographic information systems, geographic information science, integrated geodesy, spatial data analysis, heritage recording; network adjustment and numerical processes. Furthermore, Applied Geomatics is open to articles from all areas of deformation measurements and analysis, structural engineering, mechanical engineering and all trends in earth and planetary survey science and space technology. The Journal also contains notices of conferences and international workshops, industry news, and information on new products. It provides a useful forum for professional and academic scientists involved in geomatics science and technology. Information on Open Research Funding and Support may be found here: https://www.springernature.com/gp/open-research/institutional-agreements
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