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    Understanding Multisector Stakeholder Value Dynamics in Hurricane Michael: Toward Collaborative Decision-Making in Disaster Contexts 

    Source: Natural Hazards Review:;2020:;Volume ( 021 ):;issue: 003
    Author(s): Aishwarya Pathak; Lu Zhang; N. Emel Ganapati
    Publisher: ASCE
    Abstract: Despite a growing acknowledgement of shared responsibilities in emergency management, one of the hidden and overlooked issues in the disaster literature is the identification and integration of multisector stakeholder ...
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    Data Mining for Community Resilience: Understanding Stakeholder Value Systems across Communities in the State of Florida 

    Source: Natural Hazards Review:;2025:;Volume ( 026 ):;issue: 001:;page 04024046-1
    Author(s): Hang Ren; Lu Zhang; Arif Mohaimin Sadri; N. Emel Ganapati; Travis A. Whetsell
    Publisher: American Society of Civil Engineers
    Abstract: Achieving community resilience is a complex task, as there is no ‘one-size-fits-all’ approach that can be applied uniformly across all communities. Communities with unique characteristics (e.g., geographic, demographic, ...
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    Data Mining for Community Resilience: Understanding Stakeholder Value Systems across Communities in the State of Florida 

    Source: Natural Hazards Review:;2025:;Volume ( 026 ):;issue: 001:;page 04024046-1
    Author(s): Hang Ren; Lu Zhang; Arif Mohaimin Sadri; N. Emel Ganapati; Travis A. Whetsell
    Publisher: American Society of Civil Engineers
    Abstract: Achieving community resilience is a complex task, as there is no ‘one-size-fits-all’ approach that can be applied uniformly across all communities. Communities with unique characteristics (e.g., geographic, demographic, ...
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    From Disaster Risk Reduction to Policy Studies: Bridging Research Communities 

    Source: Natural Hazards Review:;2020:;Volume ( 021 ):;issue: 002
    Author(s): Richard S. Olson; N. Emel Ganapati; Vincent T. Gawronski; Robert A. Olson; Erik Salna; Juan Pablo Sarmiento
    Publisher: ASCE
    Abstract: Major conceptual and empirical advances over the past three decades have clarified how natural hazard events interact with community and human exposures and vulnerabilities to create risks that then become emergencies, ...
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