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Redlines and Greenspace: The Relationship between Historical Redlining and 2010 Greenspace across the United States

机译:红线和绿地空间:历史红线与2010年跨国绿地空间的关系

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Introduction: Redlining, a racist mortgage appraisal practice of the 1930s, established and exacerbated racial residential segregation boundaries in the United States. Investment risk grades assigned 80 y ago through security maps from the Home Owners’ Loan Corporation (HOLC) are associated with current sociodemographics and adverse health outcomes. We assessed whether historical HOLC investment grades are associated with 2010 greenspace, a health-promoting neighborhood resource. Objectives: We compared 2010 normalized difference vegetation index (NDVI) across previous HOLC neighborhood grades using propensity score restriction and matching. Methods: Security map shapefiles were downloaded from the Mapping Inequality Project. Neighborhood investment risk grades included A (best, green), B (blue), C (yellow), and D (hazardous, red, i.e., redlined). We used 2010 satellite imagery to calculate the average NDVI for each HOLC neighborhood. Our main outcomes were 2010 annual average NDVI and summer NDVI. We assigned areal-apportioned 1940 census measures to each HOLC neighborhood. We used propensity score restriction, matching, and targeted maximum likelihood estimation to limit model extrapolation, reduce confounding, and estimate the association between HOLC grade and NDVI for the following comparisons: Grades B vs. A, C vs. B, and D vs. C. Results: Across 102 urban areas (4,141 HOLC polygons), annual average ± standard deviation ( SD ) 2010 NDVI was 0.47 ( ± 0.09 ), 0.43 ( ± 0.09 ), 0.39 ( ± 0.09 ), and 0.36 ( ± 0.10 ) in Grades A–D, respectively. In analyses adjusted for current ecoregion and census region, 1940s census measures, and 1940s population density, annual average NDVI values in 2010 were estimated at ? 0.039 (95% CI: ? 0.045 , ? 0.034 ), ? 0.024 (95% CI: ? 0.030 , ? 0.018 ), and ? 0.026 (95% CI: ? 0.037 , ? 0.015 ) for Grades B vs. A, C vs. B, and D vs. C, respectively, in the 1930s. Discussion: Estimates adjusted for historical characteristics indicate that neighborhoods assigned worse HOLC grades in the 1930s are associated with reduced present-day greenspace.
机译:介绍:红线,20世纪30年代的种族主义抵押贷款鉴定实践,在美国成立和加剧了种族居住地隔层。投资风险等级分配& 80年前通过来自归属业主贷款公司(HOLC)的安全地图与当前的社会主学教学和不利的健康结果相关。我们评估了历史Holc投资等级是否与2010年绿地空间有关,促进邻里资源。目标:我们将2010年常规化差异植被指数(NDVI)与先前的HOLC邻域等级使用倾向得分限制和匹配相比。方法:从映射不等式项目下载安全地图Shapefiles。邻里投资风险等级包括(最佳,绿色),B(蓝色),C(黄色)和D(危险,红色,即红线)。我们使用了2010年卫星图像来计算每个Holc邻域的平均NDVI。我们的主要成果是2010年年度平均NDVI和夏季NDVI。我们为每个Holc街区分配了Aceal-Apportioned 1940年人口普查措施。我们使用倾向分数限制,匹配和有针对性的最大似然估计来限制模型外推,减少混淆,并估计以下比较的HOLC等级和NDVI之间的关联:B等级为A,C与B和D与D与D与D vs. C.结果:跨越102个城市地区(4,141个Holc多边形),年平均值±标准偏差(SD)2010 NDVI为0.47(±0.09),0.43(±0.09),0.39(±0.09)和0.36(±0.10)分别为A-D。在目前的eCOREGION和人口普查区调整的分析中,20世纪40年代人口普查措施,以及2010年的人口密度,2010年的年平均NDVI值估计? 0.039(95%CI:0.045,?0.034),? 0.024(95%CI:?0.030,?0.018),以及?在20世纪30年代,分别为B级,C与B等级,0.026(95%CI:?0.037,Δ015)。讨论:对历史特征进行调整的估计表明,20世纪30年代在20世纪30年代较差的邻居与当天的目前的Greenspace有关。

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