Study of Elevation Role in Representing Sociodemographic Status and Susceptibility to Flooding in Birmingham, AlabamaSource: Natural Hazards Review:;2024:;Volume ( 025 ):;issue: 004::page 04024029-1DOI: 10.1061/NHREFO.NHENG-2069Publisher: American Society of Civil Engineers
Abstract: Flood events continue to disproportionately impact low-income and minority groups in Jefferson County, especially in the highly urbanized regions and other areas undergoing major land-use modifications. This paper analyzes the socio-demographic factors, such as race and income, which define the spatial distribution and vulnerability of the population residing in high flood-risk zones. 2D deterministic flood model and risk maps were developed for Jefferson County using HEC RAS and ArcGIS software, and the socio-demographic data were analyzed using JMP software. Correlation and regression data analysis show flash flooding impacts affluent and low-income neighborhoods. However, approximately 73% of the census tracts impacted by flooding are predominantly African American neighborhoods (85% and higher). A statistically significant positive correlation exists between the median household income (MHI) and the average elevation (AE). The White neighborhoods have a strong positive correlation with the AE and MHI correlation with AE and MHI. The median value of owned property units strongly correlates with MHI in the high flood-risk zones. At the same time, the median value of owned property units is moderately correlated with the AE levels in the high flood-risk zones. The correlation between AE and MHI for the median value of owner-occupied units shows an increasing trend with increasing property value. Similarly, higher educational attainment levels show a growing trend in income and AE, especially with those having a bachelor’s degree or higher education showing a positive association. Thus, recognizing these differences in the socio-demographic factors and their impact on perceived vulnerability can help address the disproportionate impact of flooding on the identified vulnerable groups and raise public awareness.
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contributor author | Aishwarya Kaushal | |
contributor author | Rouzbeh Nazari | |
contributor author | Maryam Karimi | |
date accessioned | 2024-12-24T10:10:32Z | |
date available | 2024-12-24T10:10:32Z | |
date copyright | 11/1/2024 12:00:00 AM | |
date issued | 2024 | |
identifier other | NHREFO.NHENG-2069.pdf | |
identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4298435 | |
description abstract | Flood events continue to disproportionately impact low-income and minority groups in Jefferson County, especially in the highly urbanized regions and other areas undergoing major land-use modifications. This paper analyzes the socio-demographic factors, such as race and income, which define the spatial distribution and vulnerability of the population residing in high flood-risk zones. 2D deterministic flood model and risk maps were developed for Jefferson County using HEC RAS and ArcGIS software, and the socio-demographic data were analyzed using JMP software. Correlation and regression data analysis show flash flooding impacts affluent and low-income neighborhoods. However, approximately 73% of the census tracts impacted by flooding are predominantly African American neighborhoods (85% and higher). A statistically significant positive correlation exists between the median household income (MHI) and the average elevation (AE). The White neighborhoods have a strong positive correlation with the AE and MHI correlation with AE and MHI. The median value of owned property units strongly correlates with MHI in the high flood-risk zones. At the same time, the median value of owned property units is moderately correlated with the AE levels in the high flood-risk zones. The correlation between AE and MHI for the median value of owner-occupied units shows an increasing trend with increasing property value. Similarly, higher educational attainment levels show a growing trend in income and AE, especially with those having a bachelor’s degree or higher education showing a positive association. Thus, recognizing these differences in the socio-demographic factors and their impact on perceived vulnerability can help address the disproportionate impact of flooding on the identified vulnerable groups and raise public awareness. | |
publisher | American Society of Civil Engineers | |
title | Study of Elevation Role in Representing Sociodemographic Status and Susceptibility to Flooding in Birmingham, Alabama | |
type | Journal Article | |
journal volume | 25 | |
journal issue | 4 | |
journal title | Natural Hazards Review | |
identifier doi | 10.1061/NHREFO.NHENG-2069 | |
journal fristpage | 04024029-1 | |
journal lastpage | 04024029-14 | |
page | 14 | |
tree | Natural Hazards Review:;2024:;Volume ( 025 ):;issue: 004 | |
contenttype | Fulltext |