How do disasters disrupt the spatial growth of informal settlements? A multi-temporal remote sensing approach – The case study of Mocoa, Colombia

IF 7 1区 经济学 Q1 DEVELOPMENT STUDIES Habitat International Pub Date : 2025-02-01 Epub Date: 2024-12-30 DOI:10.1016/j.habitatint.2024.103272
Ricardo Camacho , Jagannath Aryal , Abbas Rajabifard
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Abstract

Informal settlements are a growing phenomenon, particularly in the Global South, where disaster risk is also high. This research investigates how disasters can disrupt the growth patterns of multiple informal settlements within a city, focusing on the 2017 Mocoa disaster in Colombia. We propose a novel spatiotemporal framework combining data and models such as historical aerial photographs, RapidEye, PlanetScope multi-temporal images, and deep learning pixel classification models. The framework is translated into a dedicated approach that compares the urban and peri-urban dynamics of twelve informal settlements in the city of Mocoa over 14 years, considering its limited data availability, typical of smaller cities in the Global South. Our analysis reveals that the 2017 disaster significantly altered Mocoa's sprawl pattern and the growth trajectory of specific informal settlements. This study contributes to a replicable methodology in understanding the impact of disasters on informal urbanisation, highlighting the need for disaster risk reduction strategies that consider the vulnerabilities of IS in smaller cities.
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灾害是如何破坏非正式住区的空间增长的?多时相遥感方法——以哥伦比亚Mocoa为例
非正式住区是一种日益增长的现象,特别是在灾害风险也很高的全球南方。本研究调查了灾害如何破坏城市内多个非正式住区的增长模式,重点关注2017年哥伦比亚Mocoa灾难。我们提出了一个新的时空框架,结合了历史航空照片、RapidEye、PlanetScope多时相图像和深度学习像素分类模型等数据和模型。该框架被转化为一种专门的方法,考虑到Mocoa市12个非正式住区在14年间的城市和城郊动态,其数据可用性有限,是全球南方较小城市的典型特征。我们的分析表明,2017年的灾难显著改变了Mocoa的扩张模式和特定非正式定居点的增长轨迹。这项研究为理解灾害对非正式城市化的影响提供了一种可复制的方法,强调了考虑小城市IS脆弱性的减少灾害风险战略的必要性。
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来源期刊
CiteScore
10.50
自引率
10.30%
发文量
151
审稿时长
38 days
期刊介绍: Habitat International is dedicated to the study of urban and rural human settlements: their planning, design, production and management. Its main focus is on urbanisation in its broadest sense in the developing world. However, increasingly the interrelationships and linkages between cities and towns in the developing and developed worlds are becoming apparent and solutions to the problems that result are urgently required. The economic, social, technological and political systems of the world are intertwined and changes in one region almost always affect other regions.
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