Assessing the vulnerability of Cape Coral, Florida, to sea level rise using principal component analysis (2020–2050)

IF 4.5 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY International journal of disaster risk reduction Pub Date : 2024-12-01 Epub Date: 2024-11-26 DOI:10.1016/j.ijdrr.2024.105014
Jawata A. Saba , Kevin Ash , Darrell Napton
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Abstract

Sea level rise is a consequence of global climate change that has been affecting U.S. coasts with floods and storm surges. Florida is highly vulnerable because it has low-lying topography and coastlines on both the Atlantic Ocean and the Gulf of Mexico. The City of Cape Coral, southwest Florida, has 400 miles of canals that provide waterfront property to the residents. Most of the canals are navigable, and accessible to the Gulf of Mexico. The city is particularly vulnerable to sea level rise because of its canals, site between the Matlacha Pass and the Caloosahatchee River, and development that has occurred in hazard prone areas. In this research, we used the U.S. Army Corps of Engineers (USACE) Sea Level Rise Calculator tool for three sea level rise scenarios for Cape Coral from 2020 to 2050 and created a Cape Coral Vulnerability Index (CCVI) using Principal Component Analysis (PCA). PCA reduced 25 variables to six factors that explained 78 % of the variance in the data. The study revealed that the whole city has a medium to high vulnerability to sea level rise induced coastal flooding. Projected flooding showed the vulnerable areas for future flooding, whereas CCVI identified the vulnerable populations and their locations in the city. One important finding is that both economically stable and poor people are vulnerable in Cape Coral. This research has significant implications in disaster preparedness, response, and recovery. It can act as a guideline for the city for disaster management.
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利用主成分分析评估佛罗里达珊瑚角对海平面上升的脆弱性(2020-2050)
海平面上升是全球气候变化的后果,美国沿海地区一直受到洪水和风暴潮的影响。佛罗里达州地势低洼,海岸线位于大西洋和墨西哥湾,因此极易受到影响。位于佛罗里达州西南部的开普科勒尔市拥有400英里长的运河,为居民提供了滨水财产。大多数运河都是可通航的,可以通往墨西哥湾。这座城市特别容易受到海平面上升的影响,因为它的运河位于Matlacha山口和Caloosahatchee河之间,而且在危险易发地区进行了开发。在这项研究中,我们使用美国陆军工程兵团(USACE)海平面上升计算器工具对2020年至2050年Cape Coral的三种海平面上升情景进行了计算,并使用主成分分析(PCA)创建了Cape Coral脆弱性指数(CCVI)。PCA将25个变量减少到6个因素,解释了数据中78%的方差。研究表明,整个城市对海平面上升引起的沿海洪水具有中等到高度的脆弱性。预测洪水显示了未来洪水的脆弱区域,而CCVI则确定了城市中的脆弱人口及其位置。一个重要的发现是,在科勒角,经济稳定的人和穷人都是脆弱的。本研究对防灾、救灾和灾后恢复具有重要意义。它可以作为城市灾害管理的指导方针。
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来源期刊
International journal of disaster risk reduction
International journal of disaster risk reduction GEOSCIENCES, MULTIDISCIPLINARYMETEOROLOGY-METEOROLOGY & ATMOSPHERIC SCIENCES
CiteScore
8.70
自引率
18.00%
发文量
688
审稿时长
79 days
期刊介绍: The International Journal of Disaster Risk Reduction (IJDRR) is the journal for researchers, policymakers and practitioners across diverse disciplines: earth sciences and their implications; environmental sciences; engineering; urban studies; geography; and the social sciences. IJDRR publishes fundamental and applied research, critical reviews, policy papers and case studies with a particular focus on multi-disciplinary research that aims to reduce the impact of natural, technological, social and intentional disasters. IJDRR stimulates exchange of ideas and knowledge transfer on disaster research, mitigation, adaptation, prevention and risk reduction at all geographical scales: local, national and international. Key topics:- -multifaceted disaster and cascading disasters -the development of disaster risk reduction strategies and techniques -discussion and development of effective warning and educational systems for risk management at all levels -disasters associated with climate change -vulnerability analysis and vulnerability trends -emerging risks -resilience against disasters. The journal particularly encourages papers that approach risk from a multi-disciplinary perspective.
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