An Integrative Approach to Assessing Property Owner Perceptions and Modeled Risk to Coastal Hazards

Coastal communities are increasingly vulnerable to changes in climate and weather, as well as sea-level rise and coastal erosion. The impact of these hazards can be very costly, and not just in terms of property damage, but also in lost revenue as many coastal communities are also tourism-based econ...

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Bibliographic Details
Main Authors: Huili Hao, Devon Eulie, Allison Weide
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:ISPRS International Journal of Geo-Information
Subjects:
CVI
Online Access:https://www.mdpi.com/2220-9964/9/4/275
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spelling doaj-64b6dbf67a0542c78841cbfe911990902020-11-25T02:33:27ZengMDPI AGISPRS International Journal of Geo-Information2220-99642020-04-01927527510.3390/ijgi9040275An Integrative Approach to Assessing Property Owner Perceptions and Modeled Risk to Coastal HazardsHuili Hao0Devon Eulie1Allison Weide2Department of Environmental Sciences, University of North Carolina, Wilmington, NC 28403, USADepartment of Environmental Sciences, University of North Carolina, Wilmington, NC 28403, USADepartment of Environmental Sciences, University of North Carolina, Wilmington, NC 28403, USACoastal communities are increasingly vulnerable to changes in climate and weather, as well as sea-level rise and coastal erosion. The impact of these hazards can be very costly, and not just in terms of property damage, but also in lost revenue as many coastal communities are also tourism-based economies. The goal of this study is to investigate the awareness and attitudes of full-time residents and second-home property owners regarding the impact of climate and weather on property ownership and to identify the factors that most influences these attitudes in three coastal counties (Brunswick, Currituck, and Pender) of North Carolina, USA. The majority of previous studies have focused on only full-time residents’ risk perceptions. Given the fact that these coastal communities have a high percentages of second homes, this study fills that research gap by including second-home owners. This study integrates both social (survey data) and physical (geospatial coastal hazards data) aspects of vulnerability into a single assessment to understand the determinants of property owners’ risk perceptions and compare their perceived risks with their physical vulnerability. The study also compared the utility of a global ordinary least square (OLS) model with a local geographically weighted regression (GWR) model to identify explanatory variables in the dataset. The GWR was found to be a slightly better fit for the data with an R<sup>2</sup> of 0.248 (compared to 0.206 for the OLS). However, this was still relatively low and indicated that this study likely did not capture all of the factors that influence the perceptions of vulnerability in patterns of property ownership (whether full-time residents or second-home owners). The geospatial variables used to determine coastal vulnerability were found not to significantly impact perceptions related property ownership, but did provide additional insight in explaining spatial patterns of the response variable within each county.https://www.mdpi.com/2220-9964/9/4/275coastal hazardsCVIrisk perceptionsclimate change
collection DOAJ
language English
format Article
sources DOAJ
author Huili Hao
Devon Eulie
Allison Weide
spellingShingle Huili Hao
Devon Eulie
Allison Weide
An Integrative Approach to Assessing Property Owner Perceptions and Modeled Risk to Coastal Hazards
ISPRS International Journal of Geo-Information
coastal hazards
CVI
risk perceptions
climate change
author_facet Huili Hao
Devon Eulie
Allison Weide
author_sort Huili Hao
title An Integrative Approach to Assessing Property Owner Perceptions and Modeled Risk to Coastal Hazards
title_short An Integrative Approach to Assessing Property Owner Perceptions and Modeled Risk to Coastal Hazards
title_full An Integrative Approach to Assessing Property Owner Perceptions and Modeled Risk to Coastal Hazards
title_fullStr An Integrative Approach to Assessing Property Owner Perceptions and Modeled Risk to Coastal Hazards
title_full_unstemmed An Integrative Approach to Assessing Property Owner Perceptions and Modeled Risk to Coastal Hazards
title_sort integrative approach to assessing property owner perceptions and modeled risk to coastal hazards
publisher MDPI AG
series ISPRS International Journal of Geo-Information
issn 2220-9964
publishDate 2020-04-01
description Coastal communities are increasingly vulnerable to changes in climate and weather, as well as sea-level rise and coastal erosion. The impact of these hazards can be very costly, and not just in terms of property damage, but also in lost revenue as many coastal communities are also tourism-based economies. The goal of this study is to investigate the awareness and attitudes of full-time residents and second-home property owners regarding the impact of climate and weather on property ownership and to identify the factors that most influences these attitudes in three coastal counties (Brunswick, Currituck, and Pender) of North Carolina, USA. The majority of previous studies have focused on only full-time residents’ risk perceptions. Given the fact that these coastal communities have a high percentages of second homes, this study fills that research gap by including second-home owners. This study integrates both social (survey data) and physical (geospatial coastal hazards data) aspects of vulnerability into a single assessment to understand the determinants of property owners’ risk perceptions and compare their perceived risks with their physical vulnerability. The study also compared the utility of a global ordinary least square (OLS) model with a local geographically weighted regression (GWR) model to identify explanatory variables in the dataset. The GWR was found to be a slightly better fit for the data with an R<sup>2</sup> of 0.248 (compared to 0.206 for the OLS). However, this was still relatively low and indicated that this study likely did not capture all of the factors that influence the perceptions of vulnerability in patterns of property ownership (whether full-time residents or second-home owners). The geospatial variables used to determine coastal vulnerability were found not to significantly impact perceptions related property ownership, but did provide additional insight in explaining spatial patterns of the response variable within each county.
topic coastal hazards
CVI
risk perceptions
climate change
url https://www.mdpi.com/2220-9964/9/4/275
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