用地缘空间技术和景观指标在津巴布韦布拉瓦约 (1984-2022) 描述土地覆盖的变化和城市扩张
Shelton Mthunzi Sithole1, Walter Musakwa2, James Magidi3
1Dept. of Urban and Regional Planning, Faculty of Engineering and the Built Environment, Auckland Park Campus, University of Johannesburg, Johannesburg, South Africa.
Heliyon
|March 28, 2024
概括
布拉瓦约的城市化导致从1984年到2022年,建筑面积增加了228%. 这种城市扩张影响了可持续发展,影响了土地利用,资源和息地.
科学领域:
- 城市和区域规划 城市和区域规划
- 环境科学 环境科学
- 地理空间科学 地理空间科学
背景情况:
- 城市化是一个影响可持续发展和城市生活质量的全球现象.
- 评估城市扩张对于有效的城市规划和实现联合国可持续发展目标至关重要.
研究的目的:
- 从1984年到2022年,全面评估,绘制和量化布拉瓦约的城市扩张情况.
- 使用地理空间技术和景观指标分析土地覆盖变化和城市动态.
主要方法:
- 使用地理空间技术和景观指标进行城市扩张评估.
- 利用支持矢量机 (SVM) 监督机器学习算法进行土地覆盖分类和变化检测.
主要成果:
- 在1984年至2022年期间,建筑面积增加了228%,而非建筑面积减少了29.28%.
- 确定了四种类型的城市扩张:跳,条带/带,低密度和填充.
- 检测到城市条件侵占周边地区.
结论:
- 布拉瓦约的城市扩张是由城市化和土地利用政策变化推动的.
- 城市扩张带来了重大规划挑战,包括对交通,生物多样性和水资源的影响.
- 该研究为规划者和政策制定者提供了关键数据,以促进可持续的城市发展.
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