Community resilience in the face of natural hazards relies on a community's potential to bounce back. A failure to integrate equity into resilience considerations results in unequal recovery and disproportionate impacts on vulnerable populations, which has long been a concern in the United States. This research investigated aspects of equity related to community resilience in the aftermath of Winter Storm Uri in Texas which led to extended power outages for more than 4 million households. County level outage and recovery data was analyzed to explore potential significant links between various county attributes and their share of the outages during the recovery and restoration phases. Next, satellite imagery was used to examine data at a much higher geographical resolution focusing on census tracts in the city of Houston. The goal was to use computer vision to extract the extent of outages within census tracts and investigate their linkages to census tracts attributes. Results from various statistical procedures revealed statistically significant negative associations between counties' percentage of non-Hispanic whites and median household income with the ratio of outages. Additionally, at census tract level, variables including percentages of linguistically isolated population and public transport users exhibited positive associations with the group of census tracts that were affected by the outage as detected by computer vision analysis. Informed by these results, engineering solutions such as the applicability of grid modernization technologies, together with distributed and renewable energy resources, when controlled for the region's topographical characteristics, are proposed to enhance equitable power grid resiliency in the face of natural hazards.
翻译:面对自然危害,社区应对自然灾害的复原力取决于社区能否反弹。未能将公平纳入复原力的考虑,导致复苏不平等,对脆弱人口产生过大的影响,这长期以来一直是美国关切的问题。这项研究调查了德克萨斯州乌里冬季风暴后社区复原力方面的公平问题,导致400多万户家庭电力长期停电。州一级断电和恢复数据分析的目的是探索各州属性及其在复苏和恢复阶段断电比例之间可能存在的重要联系。随后,卫星图像用于审查高得多的地理分辨率数据,重点是休斯顿市的普查道。目标是利用计算机愿景,在普查道内找出断电的程度,并调查其与普查道属性的联系。各种统计程序的结果显示,各州非黑白比例和中位家庭收入与拟议断电率之间在统计上存在显著的负关系。此外,在普查道上,语言孤立的人口和公共交通用户在与普查道群之间呈现积极的联系,侧重于休斯顿市普查道的普查道,重点是普查道的普查道;目标是利用计算机愿景,通过这些可控的电路系分析,通过这些可控的电路系,通过这些可控性分析,通过这些可控的电路路系分析,这些可测测测测测测测测的能源结果,从而影响了这些区域。