Pub Date : 2023-05-01DOI: 10.1061/nhrefo.nheng-1696
Haiyan Hao, Yan Wang
{"title":"Modeling Dynamics of Community Resilience to Extreme Events with Explainable Deep Learning","authors":"Haiyan Hao, Yan Wang","doi":"10.1061/nhrefo.nheng-1696","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1696","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44409303","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-1596
Lu Gan, Lihong Wei, Shanhui Huang, Chaoping Hou, Ying Zhou, Bernard T. Han
{"title":"IPO-Based Evaluation of Sustainable Postdisaster Recovery from Stakeholder Perspectives of the Lushan Earthquake","authors":"Lu Gan, Lihong Wei, Shanhui Huang, Chaoping Hou, Ying Zhou, Bernard T. Han","doi":"10.1061/nhrefo.nheng-1596","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1596","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49670067","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-1401
Robert F. Wachter, D. Forcellini, Jessica McManus Warnell, K. Walsh
{"title":"Relationship between Coastal Hazard Countermeasures and Community Resilience in the Tōhoku Region of Japan Following the 2011 Tsunami","authors":"Robert F. Wachter, D. Forcellini, Jessica McManus Warnell, K. Walsh","doi":"10.1061/nhrefo.nheng-1401","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1401","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43974901","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-1709
Suresh Kumar K, Rahul PS, Sihan Li, Mike Gibbons
{"title":"Closure to “Revisiting Basic Wind Speed of Metro Cities of India”","authors":"Suresh Kumar K, Rahul PS, Sihan Li, Mike Gibbons","doi":"10.1061/nhrefo.nheng-1709","DOIUrl":"https://doi.org/10.1061/nhrefo.nheng-1709","url":null,"abstract":"","PeriodicalId":51262,"journal":{"name":"Natural Hazards Review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135753424","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-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":null,"pages":null},"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-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":null,"pages":null},"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-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":null,"pages":null},"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-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":null,"pages":null},"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":null,"pages":null},"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-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":null,"pages":null},"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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：