Social disparities in flood exposure and associations with the urban environment in 44,698 neighborhoods in 276 cities in eight Latin American countries

Josiah L Kephart, Usama Bilal, Nelson Gouveia, Olga Lucia Sarmiento, Emily Shingara, Karla Rangel Moreno, Maryia Bakhtsiyarava, Juan Pablo Rodriguez, Salvador Ayala, Gabriel Carrasco Escobar, Ana V Diez Roux
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Abstract

Background: Climate change is expected to greatly increase exposure to flooding, particularly in urban populations in low- and middle-income countries. We examined within-city social disparities in exposure to flooding in 276 Latin American cities and associated features of the neighborhood urban environment. Methods: We used a spatially granular dataset of historical flood events from 2000 to 2018 to describe neighborhood flooding within cities across eight Latin American countries (Argentina, Brazil, Chile, Colombia, Costa Rica, Guatemala, Mexico, and Panama). We estimated the percentage of the population living in flooded neighborhoods, described social disparities in flooding based on neighborhood educational attainment, and compared the magnitude of disparities across and within cities. We used multilevel models to examine how city- and neighborhood-level factors are related to neighborhood flooding. Results: We examined 44,698 neighborhoods in 276 cities from eight countries with a total of 223 million residents and 117 distinct flood events from 2000-2018. One in four residents in neighborhoods in the lowest education quintile lived in neighborhoods with flooding, compared to one in 20 residents of the highest neighborhood education quintile. Greater neighborhood flooding was associated with lower neighborhood-level educational attainment and with neighborhoods that were coastal, less dense (population or intersection), further from the city center, greener, and had steeper slopes. There was no association between city-level educational attainment and flooding. Conclusion: There are large social disparities in neighborhood flooding within Latin American cities. Residents of areas with lower education attainment face substantially higher risks of flooding. Policymakers must prioritize flood adaptation and recovery efforts in neighborhoods with lower socioeconomic position.
拉丁美洲 8 个国家 276 个城市 44 698 个社区洪灾风险的社会差异及其与城市环境的关系
背景:预计气候变化将大大增加洪涝灾害的风险,尤其是中低收入国家的城市人口。我们研究了 276 个拉美城市在洪水暴露方面的城市内部社会差异,以及邻近城市环境的相关特征:我们使用了 2000 年至 2018 年历史洪水事件的空间粒度数据集,以描述八个拉美国家(阿根廷、巴西、智利、哥伦比亚、哥斯达黎加、危地马拉、墨西哥和巴拿马)城市内的邻里洪水情况。我们估算了生活在洪水泛滥社区的人口比例,根据社区教育程度描述了洪水泛滥的社会差异,并比较了城市之间和城市内部的差异程度。我们使用多层次模型来研究城市和社区层面的因素与社区水灾的关系。研究结果我们研究了 8 个国家 276 个城市的 44,698 个社区,这些社区共有 2.23 亿居民,在 2000-2018 年间发生了 117 起不同的洪水事件。在受教育程度最低的五分之一社区中,每四个居民中就有一人生活在洪水泛滥的社区中,而在受教育程度最高的五分之一社区中,每 20 个居民中就有一人生活在洪水泛滥的社区中。洪涝灾害较严重的社区与社区教育水平较低有关,也与沿海地区、人口密度较低(人口或交叉点)、距离市中心较远、绿化较好、坡度较陡的社区有关。城市水平的教育程度与洪水之间没有关联:结论:在拉美城市中,居民区洪涝灾害的社会差异很大。教育程度较低地区的居民面临的洪水风险要高得多。政策制定者必须优先考虑社会经济地位较低地区的洪水适应和恢复工作。
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