Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1620
Qing Miao, Fengxiu Zhang
{"title":"Drivers of Household Preparedness for Natural Hazards: The Mediating Role of Perceived Coping Efficacy","authors":"Qing Miao, Fengxiu Zhang","doi":"10.1061/nhrefo.nheng-1620","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1620","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45376446","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1659
Kyle Paret, Sebastian A. Rodriguez, M. Mayorga, Lucia Velotti, Emmett J. Lodree
{"title":"Agent-Based Simulation of Spontaneous Volunteer Convergence to Improve Disaster Planning","authors":"Kyle Paret, Sebastian A. Rodriguez, M. Mayorga, Lucia Velotti, Emmett J. Lodree","doi":"10.1061/nhrefo.nheng-1659","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1659","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42373422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1705
Catalina González-Dueñas, Mitchell M. Meads, J. Padgett, W. Highfield
{"title":"Knowledge-Informed Data-Driven Modeling of Coupled Human-Built–Natural Systems: The Case of Hurricane-Induced Debris","authors":"Catalina González-Dueñas, Mitchell M. Meads, J. Padgett, W. Highfield","doi":"10.1061/nhrefo.nheng-1705","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1705","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45011701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1739
Yuandong Huang, Chong Xu, Xujiao Zhang, Lei Li, Xi-wei Xu
{"title":"Research in the Field of Natural Hazards Based on Bibliometric Analysis","authors":"Yuandong Huang, Chong Xu, Xujiao Zhang, Lei Li, Xi-wei Xu","doi":"10.1061/nhrefo.nheng-1739","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1739","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42557895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1552
Zhenmin Feng, Dongmei Huang, Yuan-zhi Zhang, Y. Li, Ruichen Li, Yupeng Sun, Chaoyi Wang
{"title":"Stability and Deformation Degree of Wheel Loaders under the Impact of Debris Flow","authors":"Zhenmin Feng, Dongmei Huang, Yuan-zhi Zhang, Y. Li, Ruichen Li, Yupeng Sun, Chaoyi Wang","doi":"10.1061/nhrefo.nheng-1552","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1552","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46359320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1498
J. Karabanow, Haorui Wu, Kaitrin Doll, Catherine Leviten-Reid, J. Hughes
{"title":"Promoting Emergency Response for Homeless Service Agencies: Field-Based Recommendations from Two Municipalities in Nova Scotia, Canada","authors":"J. Karabanow, Haorui Wu, Kaitrin Doll, Catherine Leviten-Reid, J. Hughes","doi":"10.1061/nhrefo.nheng-1498","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1498","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41932211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1441
Shinwoo Choi, Y. J. Kim, B. Nam, Joo Young Hong, Cristy E. Cummings
This study examined the predictive ability of perceived vulnerability to disease (PVD), fear of COVID-19, and coping mechanisms on the Korean immigrants' psychological distress level amid the pandemic. Through purposive sampling, both foreign-born and US-born Korean immigrants residing in the US above the age of 18 years were invited to an online survey. Between May and June 2020, data collection took place, which yielded the final sample of 790 participants from 42 states. An artificial neural network (ANN) was used to verify variables that predict the level of psychological distress on the participants. The model with one hidden layer holding six hidden neurons showed the best performance. The error rate was approximately 27%, and the results from the sensitivity analysis, the receiver operating characteristics (ROC) curve, showed that the area under the curve (AUC) was 0.801. The most powerful predicting variables in the neural network were resilience, PVD, and social support. Implications for practice and policy are discussed.
{"title":"Perceived Vulnerability to Disease, Resilience, and Mental Health Outcome of Korean Immigrants amid the COVID-19 Pandemic: A Machine Learning Approach","authors":"Shinwoo Choi, Y. J. Kim, B. Nam, Joo Young Hong, Cristy E. Cummings","doi":"10.1061/nhrefo.nheng-1441","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1441","url":null,"abstract":"This study examined the predictive ability of perceived vulnerability to disease (PVD), fear of COVID-19, and coping mechanisms on the Korean immigrants' psychological distress level amid the pandemic. Through purposive sampling, both foreign-born and US-born Korean immigrants residing in the US above the age of 18 years were invited to an online survey. Between May and June 2020, data collection took place, which yielded the final sample of 790 participants from 42 states. An artificial neural network (ANN) was used to verify variables that predict the level of psychological distress on the participants. The model with one hidden layer holding six hidden neurons showed the best performance. The error rate was approximately 27%, and the results from the sensitivity analysis, the receiver operating characteristics (ROC) curve, showed that the area under the curve (AUC) was 0.801. The most powerful predicting variables in the neural network were resilience, PVD, and social support. Implications for practice and policy are discussed.","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45775606","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1697
J. Goltz
{"title":"Social Science Contributions to Earthquake Warnings: Commemorating the Work of Dennis S. Mileti","authors":"J. Goltz","doi":"10.1061/nhrefo.nheng-1697","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1697","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46073147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1645
S. Nie, Bo Fan
{"title":"The Dynamics of Collaborative Emergency Capability: A Qualitative Comparative Analysis Based on Contingency Plans","authors":"S. Nie, Bo Fan","doi":"10.1061/nhrefo.nheng-1645","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1645","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42167544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1735
Michael Gardner, Elliot Nichols, N. Stark, A. Lemnitzer, David Frost
{"title":"Multispectral Imaging for Identification of High-Water Marks in Postdisaster Flood Reconnaissance","authors":"Michael Gardner, Elliot Nichols, N. Stark, A. Lemnitzer, David Frost","doi":"10.1061/nhrefo.nheng-1735","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1735","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49289391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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