结合人口动态、遥感和地理信息系统技术,监测肯尼亚维多利亚湖流域城市发展的程度和影响

IF 0.9 Q4 ENVIRONMENTAL STUDIES Environmental & Socio-Economic Studies Pub Date : 2021-06-01 DOI:10.2478/environ-2021-0007
Dancan O. Onyango, C. Ikporukpo, John O. Taiwo, S. Opiyo
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引用次数: 3

摘要

随着时间的推移,几个不同规模的城市中心在维多利亚湖盆地内发展起来,并继续增长。不受控制的城市发展,尤其是沿湖岸的城市发展,给维多利亚湖及其当地生态系统带来了环境压力。本研究旨在监测1978年至2018年间肯尼亚维多利亚湖盆地城市发展的程度和影响(以人口增长和建筑用地/土地覆盖来衡量)。利用遥感和基于gis的土地利用/土地覆盖分类,以10年为间隔,从Landsat 3、4、5和8卫星影像中提取1月份建成区的变化。根据1979年至2019年肯尼亚国家统计局的十年人口普查数据,分析了人口分布和密度的变化。然后估计了一个统计回归模型,将人口增长与建成区扩张联系起来。结果表明,1978年至2018年,流域建成区面积扩大了97%,1979年至2019年,人口增长了140%。城市发展归因于该地区人口的快速增长,建成区面积的增加与人口增长之间存在正统计相关性(R2=0.5744)。对当地生态系统造成的环境压力主要表现在湖泊水质退化、富营养化和水生生物多样性丧失等方面。该研究建议制定和执行适当的生态敏感的地方立法和政策,以便在该地区进行可持续的城乡土地利用规划。这样做的目的是控制和规范城市扩张,特别是在湖泊的直接岸线地区和相关的河岸地带。
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Monitoring the extent and impacts of watershed urban development in the Lake Victoria Basin, Kenya, using a combination of population dynamics, remote sensing and GIS techniques
Abstract Several urban centres of different sizes have developed over time, and continue to grow, within the basin of Lake Victoria. Uncontrolled urban development, especially along the lake shore, puts environmental pressure on Lake Victoria and its local ecosystem. This study sought to monitor the extent and impacts of urban development (as measured by population growth and built-up land use/land cover) in the Lake Victoria basin, Kenya, between 1978 and 2018. Remote sensing and GIS-based land use/land cover classification was conducted to extract change in built-up areas from Landsat 3, 4, 5 and 8 satellite imagery obtained for the month of January at intervals of ten years. Change in population distribution and density was analysed based on decadal census data from the Kenya National Bureau of Statistics between 1979 and 2019. A statistical regression model was then estimated to relate population growth to built-up area expansion. Results indicate that the basin’s built-up area has expanded by 97% between 1978 and 2018 while the population increased by 140% between 1979 and 2019. Urban development was attributed to the rapidly increasing population in the area as seen in a positive statistical correlation (R2=0.5744) between increase in built-up area and population growth. The resulting environmental pressure on the local ecosystem has been documented mainly in terms of degradation of lake water quality, eutrophication and aquatic biodiversity loss. The study recommends the enactment and implementation of appropriate eco-sensitive local legislation and policies for sustainable urban and rural land use planning in the area. This should aim to control and regulate urban expansion especially in the immediate shoreline areas of the lake and associated riparian zones.
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CiteScore
2.20
自引率
0.00%
发文量
18
审稿时长
12 weeks
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