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	Author	Ilan Noy; Jacob Pastor Paz; Olga Filippova; Ken Elwood
	Title	A Building Inventory for Seismic Policy in an Earthquake-Prone City			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	145-152
	Keywords	Earthquake-prone, building inventory, retrofit, building occupancy, building standards
	Abstract	We describe the creation of a building inventory database that is created for Wellington, New Zealand's earthquake-prone capital city. This database aims to assist the generation of research on the risks, impacts, and viable solutions for reducing the seismic risk of existing multi-story concrete buildings in Wellington's Central Business District. The database includes structural, economic and market information on every building in the CDB. Its primary purpose is to inform a multi-disciplinary project whose aims are: (1) to provide best scientific knowledge about the expected seismic performance of concrete buildings; (2) to assess the impact of multiple building failures including the downstream consequences of associated cordoning; (3) to provide a path for seismic retrofitting that includes prioritization of retrofits; and (4) to inform the design of a regulatory structure that can facilitate the reduction of risk associated with earthquake vulnerable concrete buildings as described in aims (1)-(3).
	Address	Victoria University of Wellington; Victoria University of Wellington; University of Auckland; University of Auckland
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Data Issues for Situation/Disaster Awareness	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1684
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	Author	Yasir Imtiaz Syed; Raj Prasanna; S Uma; Kristin Stock; Denise Blake
	Title	A Design Science based Simulation Framework for Critical Infrastructure Interdependency			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	516-524
	Keywords	Infrastructure, interdependency, electricity, road, restoration.
	Abstract	Critical Infrastructures (CI) such as electricity, water, fuel, telecommunication and road networks are a crucial factor for secure and reliable operation of a society. In a normal situation, most of the businesses operate on an individual infrastructure. However, after major natural disasters such as earthquakes, the conflicts and complex interdependencies among the different infrastructures can cause significant disturbances because a failure can propagate from one infrastructure to another. This paper discusses the development of an integrated simulation framework that models interdependencies between electricity and road infrastructure networks of Wellington region. The framework uses a damage map of electricity network components and integrates them with road access time to the damaged components for determining electricity outage time of a region. The results can be used for recovery planning, identification of vulnerabilities, and adding or discarding redundancies in an infrastructure network.
	Address	Institute of Natural and Mathematical Sciences, Massey University; School of Psychology, Massey University; Joint Centre for Disaster Research, Massey University; GNS Science; Joint Centre for Disaster Research, Massey University
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Enhancing Resilience of Natural, Built, and Socio-economic Environment	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1645
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	Author	Andrew Flaws; Chris Purchas
	Title	A Web GIS Tool for Disaster Waste Management Planning in New Zealand			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	272-278
	Keywords	web GIS, waste, ESRI, disaster
	Abstract	To date, the management of waste-streams generated by natural and anthropogenic disasters in New Zealand has been ad hoc, with planning largely taking place post rather than pre event. A valid reason for this is that the severity and consequences of such events varies widely, dictating the type and quantity of waste produced. To help mitigate problems caused by unplanned waste, a web GIS tool is being developed for use in a pre-event planning exercise and for developing quick early estimates of waste during an event. The tool models the amount of waste generated by different types of natural disasters, quantifying the amount of waste for different waste-streams. The user can then find the nearest suitable waste disposal location, accounting for barriers. This tool could be of great value for local government. It is flexible, so that can quickly and simply be extended to other regions and the intention is for regional councils to host the tool within their own GIS environment.
	Address	T+T; T+T
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN	978-0-473-45447-0	Medium
	Track	Geospatial and temporal information capture, management, and analytics in support of Disaster Decision Making	Expedition		Conference	ISCRAM Asia Pacific 2018: Innovating for Resilience - 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific
	Notes	aflaws@tonkintaylor.co.nz			Approved	no
	Call Number				Serial	1690
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	Author	Briony Gray; Mark Weal; David Martin
	Title	Building Resilience in Small Island Developing States: Social Media during the 2017 Atlantic Hurricane Season			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	469-479
	Keywords	Social Media, Hurricanes, Resiliency, Community Engagement, SIDS
	Abstract	There are growing concerns that future Atlantic hurricane seasons will be severe and unpredictable due to underlying factors such as climate change. The 2017 season may offer a range of lessons, especially to small island developing states (SIDS), who are looking to build community resilience and heighten community engagement to cope with disaster. While many SIDS utilise a range of media and technology for these purposes, there has been a recent uptake in the use of social media, which may have further potential to support their goals. This paper scopes the use and users of social media in the case of Antigua and Barbuda during the 2017 Atlantic hurricane season. Through a series of qualitative interviews it explains the role that social media currently has, and concludes with suggestions for its improvement in future seasons that are contextualized over the disaster lifecycle phases.
	Address	University of Southampton; University of Southampton; University of Southampton
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language	English	Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN	978-0-473-45447-0	Medium
	Track	Social Media and Community Engagement Supporting Resilience Building	Expedition		Conference	ISCRAM Asia Pacific 2018: Innovating for Resilience - 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific
	Notes	bjg1g11@soton.ac.uk			Approved	no
	Call Number				Serial	1688
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	Author	Jamie Shackleton
	Title	Citizen Translation and a Community Engagement Approach to Promoting Preparedness in CALD Communities			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	400-407
	Keywords	Translation, CALD, Preparedness, Community Engagement
	Abstract	Emergency preparedness for CALD (culturally and linguistically diverse) communities has been identified as a significant gap in DRM (disaster risk management) research and practice. Using a community engagement approach, a practitioner in Wellington, New Zealand implemented a Citizen Translation project to have volunteers from 15 communities facilitate translations for a new local Earthquake Preparedness Guide, in partnership with local Civil Defense and an international crisis translation team, INTERACT. Initial findings have shown that consultation with community members over the translation of their language has been a powerful way to establish initial links into the community and instigate discussion and feedback about emergency preparedness; it has led to further projects including emergency messaging translations. This work in progress raises an important and often overlooked discourse on inclusiveness in DRM activities and the potential for community engagement to play a role with CALD community preparedness.
	Address	New Zealand Red Cross
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Understanding Risk, Risk Reduction, Consequences and Forecasting	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1652
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	Author	Tim Grant
	Title	Common Topics in C2 Doctrine for Emergency Management			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	56-68
	Keywords
	Abstract	A set of publications from the online, English-language, Emergency Management (EM) doctrine has been surveyed to identify common topics in Command & Control (C2) at the tactical and operational levels. Jackson's (2013) ontological and epistemological review of the evolution of military doctrine serves as the analytic lens, enabling a link to be made to resilience and agility. The topics identified were mapped to scientific disciplines in C2. The results could be used to draw up a recommended table of contents for comprehensive EM doctrine, to guide the development of curricula for training emergency managers, and to define the user requirements for supporting information systems. In further research, the results should be compared to a similar, ongoing survey of military C2 doctrine.
	Address	Retired But Active Researchers (R-BAR)
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Resilience to cope with the unexpected	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1691
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	Author	Hans J Scholl; Karyn Hubbell; Jeff Leonard
	Title	Communications and Technology Challenges to Situational Awareness: Insights from the CR16 Exercise			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	28-43
	Keywords
	Abstract	Saving and sustaining lives, stabilizing the incident, and protecting both environment and property from further damage are professional responders' first and foremost objectives when responding to any incident including a catastrophic one. For so doing, responders need to gain situational awareness (SA) so to effectively direct the response. Yet, in a catastrophic incident, critical infrastructures including response assets are damaged and disrupted, which leaves responders without the badly needed complete and verified information for days and even weeks. Critical communication and technology infrastructures used by responders are among those damaged and disrupted critical assets leading to both incomplete SA and a distorted common operating picture (COP). The lack of clear and comprehensive SA/COP and the disruption of communications and technology infrastructures seriously impedes incident commanders from efficiently directing the response effort. This study reports on communication and technology-relatedchallenges that emergency responders faced with regard to situational awareness in a recent large-scale exercise under the name of Cascadia Rising 2016 (CR16). The exercise involved a total of 23,000 active participants. Over four days in June of 2016, CR16 simulated the coordinated response to a rupture of the 800-mile Cascadia Subduction Zone resulting in a magnitude-9 earthquake and tsunami similar to the catastrophic incident in Eastern Japan in 2011. Responders at all levels were severely challenged, and the exercise revealed major vulnerabilities in critical communication and technology infrastructures. Situational awareness was very difficult to establish.
	Address	University of Washington; University of Washington; University of Washington
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Resilience to cope with the unexpected	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1651
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	Author	Hongmin Li; Xukun Li; Doina Caragea; Cornelia Caragea
	Title	Comparison of Word Embeddings and Sentence Encodings for Generalized Representations in Crisis Tweet Classifications			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	480-493
	Keywords	Word Embeddings, Sentence Encodings, Reduced Tweet Representation, Crisis Tweet Classification
	Abstract	Many machine learning and natural language processing techniques, including supervised and domain adaptation algorithms, have been proposed and studied in the context of filtering crisis tweets. However, applying these approaches in real-time is still challenging because of time-critical requirements of emergency response operations and also diversities and unique characteristics of emergency events. In this paper, we explore the idea of building “generalized” classifiers for filtering crisis tweets that can be pre-trained, and are thus ready to use in real-time, while generalizing well on future disasters/crises data. We propose to achieve this using simple feature based adaptation with tweet representations based on word embeddings and also sentence-level embeddings, representations which do not rely on unlabeled data to achieve domain adaptations and can be easily implemented. Given that there are different types of word/sentence embeddings that are widely used, we propose to compare them to get a general idea about which type works better with crisis tweets classification tasks. Our experimental results show that GloVe embeddings in general work better with the datasets used in our evaluation, and that the supervised algorithms used in our experiments benefit from GloVe embeddings trained specifically on crisis data. Furthermore, our experimental results show that following GloVe, the sentence embeddings have great potential in crisis tweet tasks.
	Address	Kansas State University; Kansas State University; Kansas State University; Kansas State University
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Social Media and Community Engagement Supporting Resilience Building	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1689
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	Author	Klaus Kremer
	Title	Critical human factors in UI design:How calm technology can inform anticipatory interfaces for limited situational awareness			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	286-294
	Keywords	HCI, NUI, calm technology, perception, emergency response
	Abstract	Contemporary information and wayfinding design often disregard the changing personal circumstances and mental state of the user. This paper explores concepts and methodologies in user interface (UI) and user experience (UX) design to increase comprehension and retention through the inclusion of human centered design principles and a focus on the participants' individual context, mental state and abilities. The paper focuses on human factors and comprehension in fast changing situations demanding a sudden high cognitive load from the affected. In a highly stressed condition, visual perception and situation awareness may be restricted due to the impact of sensory symptoms (panic, tunnel vision or limited motor skills), thus calling for a linear course of action to enable the user to concentrate at the task at hand. Many user interfaces (UI) are designed for a specific task, but are limited in function if used in a context contrary to its original intent. Paired with the real-time data collecting abilities of current mobile devices, the model of calm technology can offer new ways of implementing anticipatory and adaptive UI in applications. Calm technology is capable of seamlessly moving in and out of the periphery of the experience and only comes into focus when needed. It can be consciously included, but intentionally unnoticeable features of a design utilising contextual information to adapt its behaviour and aid in calming an agitated person. Considering and incorporating the concepts of calm technology as a second layer into every day applications can not only aid in the perception of the displayed information but also offer an advantage in timely decision making.
	Address	School of Design/ Massey University
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Human centred design for collaborative systems supporting 4Rs (Reduction, Readiness, Response and Recovery)	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1642
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	Author	Gavin Treadgold; James Gunn; Paul Morton; Simon Chambers
	Title	Developing a regional approach and strategy for geographical information systems for emergency management			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	190-199
	Keywords	Emergency management, geospatial information, information management, common operating picture, interoperability
	Abstract	This paper outlines practitioner work-in-progress in Canterbury, New Zealand, to develop a regional approach for geographical information systems (GIS) for emergency management. This is based upon recent events in Canterbury including earthquakes, floods, and fire; as well as New Zealand-wide work that is being done under the NZ GIS4EM banner. It introduces our approach, discusses a mind map that is being used to track desired data sets, plans to develop applications to support response functions in emergency operations centres, and the goal of using the common data sets as the basis of a common operating picture for Canterbury. Risks and issues associated with this work are highlighted, and then the draft strategy is introduced with desired outcomes and principles to achieve this goal. While initial work is primarily focused on GIS, the expectation is that the approach will be expanded to take a broader information management perspective in future.
	Address	Christchurch City Council; Environment Canterbury; Canterbury Civil Defence Emergency Management Group; Ministry of Civil Defence Emergency Management
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Data Issues for Situation/Disaster Awareness	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1678
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	Author	Reem Abbas; Tony Norris; Dave Parry
	Title	Disaster Healthcare: An Attempt to Model Cross-Agency CommunicationIn Disasters			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	504-515
	Keywords	Disaster healthcare, cross-agency communication, minimum datasets
	Abstract	In disasters, several national, international, and non-governmental organisations such as police, health, ambulance, fire and civil defence services are usually involved in the response process. Therefore, it is crucial that responding agencies communicate effectively to avoid fragmentation and duplication in services, to harmonise separate activities, and to clarify roles and responsibilities. Central to communication is information exchange. Effective information exchange enhances not only the appropriateness and success of disaster response, it also ensures timeliness. However, cross-agency communication is extremely challenging especially at times when there are high stress levels, incomplete data, and minimum time to make critical decisions. This paper attempts to specify a 'best-practice' model for cross-agency communication built around the specific information requirements of disaster management and disaster medicine agencies, with the aim of improving the overall quality of healthcare services provided to disaster victims.
	Address	Auckland University of Technology; Auckland University of Technology; Auckland University of Technology
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Information systems for disaster healthcare	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1663
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	Author	Nadeera Ahagama; Raj Prasanna
	Title	Disaster Knowledge Transfer in Networks: Enablers and Barriers			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	110-122
	Keywords	Disaster, Knowledge Transfer, networks, Knowledge Management models
	Abstract	Most countries are now establishing multi-stakeholder, multi-institutional networks and partnerships to respond to flood disasters. The paucity of research directed towards knowledge transfer in networks keeps some important research questions unanswered. These include (1) how the knowledge of a certain disaster management stakeholder (or a group) is transferred to other stakeholders during the disaster response, and (2) what are the barriers and enablers of knowledge transfer in multi-stakeholder environments. This article analyses knowledge transfer practices employed by a selected local government agency and a community group in Sri Lanka and reflects on the practices with the help of Hedlund's Knowledge Management Model (1994). The grounded theory analysis was used in this study to present the enablers and barriers of knowledge transfer in this context and the findings have a great potential to be used in future research towards developing knowledge management models specific to disaster response.
	Address	University of Colombo; Joint Centre for Disaster Research / Massey University
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Data Issues for Situation/Disaster Awareness	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1686
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	Author	Phil Hanson; Caitlin McDougall
	Title	Enabling Collaborative and Resilient Emergency Management Efforts: DFES and Western Australia's Adoption of a Common Operating Picture			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	75-82
	Keywords	Collaboration, resilience, common operating picture, emergency management, preparedness
	Abstract	Following two Major Incident Reviews and a request from WA's governing emergency management body, DFES WA acknowledged that their incident management processes were not supporting seamless communication and collaboration. After identifying their unique needs, DFES implemented two web-enabled platforms: WebEOC, a Crisis Information Management System and Whispir, a multichannel notifications solution. Both systems offer DFES and, in turn, WA communities a level of transparency, collaboration and accuracy not previously available. Recently, six of WA's key government agencies have connected their WebEOC platforms via a single information hub. Through this, they can share and disseminate crucial information within a common operating picture, have complete situational awareness, and rapidly and intelligently prepare for and respond to incidents. WA is the first Australian state to have such a platform implemented and, through these efforts, its agencies are ensuring increased efficiency, collaboration and resiliency for themselves and the wider WA population.
	Address	Critchlow Ltd.; Critchlow Ltd.
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Resilience to cope with the unexpected	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1657
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	Author	Miles Crawford; Wendy Saunders; Emma Hudson-Doyle; David Johnston
	Title	End-user perceptions of natural hazard risk modeling across policy-making, land-use planning, and emergency management within New Zealand local government			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	550-560
	Keywords	End-user perception, risk modelling, natural hazards, local government, New Zealand
	Abstract	While the development of risk modelling has focussed on improving model accuracy and modeller expertise, less consideration has been given to understanding how risk models are perceived and used by the end-user. In this think-piece, we explore how risk modelling is perceived and used by three different end-user functions for natural hazard risk management in New Zealand local government: policy-making, land-use planning, and emergency management. We find that risk modelling is: valued and used by policy-makers; less valued within land-use planning and not as widely used; and valued within emergency planning but not as widely used. We offer our thoughts as to why this is the case with reference to focus groups and qualitative interviews held with local government natural hazard risk end-users across the Wellington, Hawke's Bay and Gisborne regions of New Zealand. We conclude with recommendations for how risk modelling can be further developed to increase community resilience.
	Address	GNS Science; Joint Centre for Disaster Research (JCDR), Massey University; Joint Centre for Disaster Research (JCDR), Massey University; Joint Centre for Disaster Research (JCDR), Massey University; GNS Science
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Enhancing Resilience of Natural, Built, and Socio-economic Environment	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1687
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	Author	Nguyen Bang Tran; Mihai Tanase; Lauren Bennett; Cristina Aponte
	Title	Evaluation of spectral indices for assessing fire severity in Victorian temperate forests, Australia			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	213-222
	Keywords	Fire severity; spectral indices; obligate seeder; resprouter; temperate forests
	Abstract	ABSTRACT Victorian temperate forests, characterized by variable wildfire response traits, such an analysis is missing hindering fire impact estimation over large areas on operational basis. To close this gap, we have evaluated 10 remotely sensed indices across eight areas affected by wildfires in 1998, 2006, 2007, and 2009 which comprise 13 forest types. The analysis was carried out at forest type level and as a function of the regeneration strategies (seeders, basal and epicormic reporters) and structure (tree height and canopy cover) with the six forest groups. Index performance was evaluated by (i) examining index response across four fire severity levels, (ii) the separability index, and (iii) the optimality values analysis. A ranking scoring system was used to compare the index performance to distinguish among severity classes. Initial results demonstrated that there hasn't been a consistency of the best indices capacity but there a consistently worse index among forest groups.
	Address	School of Ecosystem and Forest Sciences, University of Melbourne, 500 Yarra Boulevard, Richmond, Victoria 3121; School of Ecosystem and Forest Sciences, University of Melbourne, 500 Yarra Boulevard, Richmond, Victoria 3121; School of Ecosystem and Forest Sciences, The University of Melbourne, 4 Water Street, Creswick, Victoria 3363, Australia; School of Ecosystem and Forest Sciences, The University of Melbourne, 500 Yarra Boulevard, Richmond, Victoria 3121, Australia; Faculty of Environment, Vietnam National University of Agriculture; Department of Geology, Geography and Environment, University of Alcala, C. Colegios 2, Alcala de Henares 28801
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Geospatial and temporal information capture, management, and analytics in support of Disaster Decision Making	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1683
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	Author	Iva Seto; David Johnstone; Jennifer Campbell-Meier
	Title	Experts' sensemaking during the 2003 SARS crisis			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	44-55
	Keywords	crisis informatics; public health crisis; SARS; social sensemaking; organisational learning
	Abstract	This paper depicts the real-time sensemaking of experts as they worked to combat the first emerging disease of the 21st century: Severe Acute Respiratory Syndrome (SARS). Newspaper data was analysed from the 2003 SARS crisis, with a Canadian perspective, to follow the process of solving the puzzle of this emerging disease. Retrospective sensemaking is a process that is triggered by the unexpected, which leads to actors gathering information (taking action) in order to consider possible interpretations for the unexpected event. Disease outbreaks serve as sensemaking triggers, and actors engage in retrospective sensemaking to find out the factors involved in how the outbreak happened. Prospective sensemaking (future-oriented) is employed when actors work together to plan how to combat the disease. The newspaper data demonstrate that retrospective and prospective sensemaking are tethered: to make plans to combat a disease, actors first require a collectively agreed upon understanding from which they can generate possibilities for a crisis response. This paper contributes to the field by providing concepts for long-duration crisis sensemaking, as the bulk of organisational research focuses on acute crises such as wildfires, or earthquakes.
	Address	Victoria University of Wellington; Victoria University of Wellington; Victoria University of Wellington
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Resilience to cope with the unexpected	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1649
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	Author	Cécile L'Hermitte; William Wang; Eric Deakins
	Title	Exploring the Physical Internet concept to improve disaster relief operations			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	12-27
	Keywords	Emergency Response; Disaster Relief; Physical Internet; Logistics; Supply Chain Management
	Abstract	Successful disaster relief operations call for responsive and flexible movements of goods in order to make the relief items available when and where they are needed by the affected communities. The objective of this explorative research is to investigate the applicability of the Physical Internet to emergency relief operations. The Physical Internet is a groundbreaking logistical system in which standardised, modular packages are automatically routed from origin to destination through a hyperconnected network of logistics providers and facilities. Although the concept is receiving growing attention from academics, practitioners and policy makers, research in the disaster management context is virtually non-existent. Based on a review of the relevant academic literature and publicly available information from emergency responding agencies and the media, we firstly use the Kaikoura earthquake that occurred in the South Island of New Zealand on 14th November 2016 to identify six key requirements that support the efficient movement of relief items in the aftermath of a disaster. We then identify six characteristics of the Physical Internet and explore how these characteristics can support the requirements of emergency response operations. We conclude that the Physical Internet principles have the potential to enhance the speed, flexibility and reliability of emergency responses. In other words, a fully integrated and collaborative logistics system in which relief items and information move seamlessly across a web of interconnected transport modes and operators can increase the efficient deployment of urgently needed relief items. This study extends the Physical Internet principles to emergency relief operations and identifies new ways of improving and optimising the logistics of emergency responses. In doing so, this research aims to stimulate debate within the disaster relief sector.
	Address	University of Waikato; University of Waikato; University of Waikato
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Resilience to cope with the unexpected	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1648
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	Author	Thomas Huggins; Stephen Hill; Robin Peace; David Johnston
	Title	Extending Ecological Rationality: Catching the High Balls of Disaster Management			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	295-309
	Keywords	decision-making, complexity, macrocognition, computational media, ecological rationality
	Abstract	The contemporary world is characterized by several large-scale hazards to human societies and the environments we live in, including the impacts of climate change. This paper outlines theories concerning cognitive psychology and complexity dynamics that help explain the challenges of responding to these hazards and the complex systems which create them. These theories are illustrated with a baseball metaphor, to highlight the need for decision-making strategies which do not rely on comprehensive information where comprehensive information is not available. The importance of tools which can support more efficient uses of limited information is also outlined, as is the way that these tools help combine the computational resources and acquired experience of several minds. Existing research has been used to investigate many of the concepts outlined. However, further research is required to coalesce cognitive theories with complexity theories and the analysis of group-level interactions, towards improving important disaster management decisions.
	Address	Joint Centre for Disaster Research / Massey University; Massey University; Massey University; Joint Centre for Disaster Research / Massey University
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Human centred design for collaborative systems supporting 4Rs (Reduction, Readiness, Response and Recovery)	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1653
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	Author	Jacob Pastor; Ilan Noy; Isabelle Sin
	Title	Flood risk and flood insurance in New Zealand			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	381-399
	Keywords	Flood risk, insurance, liabilities
	Abstract	The standard framework for undertaking a risk assessment of a natural hazard involves analyzing the interaction of three components: Hazard data (in the form of maps), the elements exposed to the hazard (exposure), and measures of these elements' vulnerability (understood as the susceptibility to harm or damage). In New Zealand, national flood risk remains unquantified due to the absence of national flood inundation hazard map coverage. In this paper, we develop a methodology that aims to fill this gap by estimating instead the likelihood of a flood insurance claim for a stock of residential buildings. We estimate a non-linear limited-dependent variable model and using a set of fragility functions (also known as damage curves), we calculate the expected monetary losses under plausible flood depth scenarios. The outcome of this research could inform insurers of their potential liabilities and threats to their financial sustainability in the face of flood and storms.
	Address	Victoria University of Wellington; Victoria University of Wellington; MOTU
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Understanding Risk, Risk Reduction, Consequences and Forecasting	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1669
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	Author	Jana Kaeppler
	Title	GIS4EM Multi-Tenanted Approach toAGOL Applications for EmergencyManagement (Mackenzie, Hurunui andKaikoura District Councils, NewZealand)			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	233-245
	Keywords	GIS, AGOL Solutions, Emergency Management, Mackenzie, New Zealand
	Abstract	With the Hurunui (HDC), Mackenzie (MDC) and Kaikoura (KDC) District Councils sharing their Geographic Information Systems (GIS) and Information Technology (IT) resources since 2017 it was decided to work on a GIS strategy for Emergency Management (EM) that would be applicable for all three councils as in the past geospatial skills and tools did not get equally utilised at all three councils during emergency and training events. ArcGIS Online (AGOL) was chosen as a common platform for a fully cloud based approach to the new Emergency Management Applications. The core modules of these applications are Story maps, WebApp Builder, Survey123, Operations Dashboard, Workforce and AppStudio. The development of these applications is a work-in-progress situation which is driven by the constant conversation and testing between the GIS person and the Emergency Management (EM) officers and a work flow is being developed to integrate these applications into the existing Emergency Operations Centre (EOC) picture. We believe once finalised this set of applications will add great functionality to New Zealand's Coordinated Incident Management System (CIMS) by providing interactive and cloud based visual geospatial information, situational awareness, forecasting, task management and task tracking.
	Address	Hurunui District Council
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Geospatial and temporal information capture, management, and analytics in support of Disaster Decision Making	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1675
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	Author	Sanjay Lama; Sojen Pradhan
	Title	ICT usage for the post-disaster recovery in Tourism: A case of Nepal Earthquake			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	534-543
	Keywords	ICT tools, disaster recovery, tourism, Earthquake, Nepal
	Abstract	Nepal is one of the most popular travel destinations because of its natural beauty and Himalayas. Tourism industry contributes significantly to the nation's GDP. However, the 2015 earthquake has created great havoc causing loss of more than 9,000 lives, damaging many buildings including World heritage sites and trekking trails. Despite a substantial amount of foreign aid, overall recovery programs have not been effective. This empirical study focuses on the use of ICT tools for the recovery works in the tourism industry and uses mixed methods engaging tourism associations and organisations. Four 'areas of concerns' regarding ICT use, are identified by using the qualitative analysis and validated through a survey of 198 tourism organisations. The findings show that the earthquake has significantly impacted the industry and the government has not adequately used ICTs in the recovery activities. This study strongly advocates using ICT tools for the post-disaster tourism resilience.
	Address	University Of Technology Sydney, Faculty of Engineering, School Of Management & Leadership; University Of Technology Sydney, Faculty of Engineering, School Of Management & Leadership
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Enhancing Resilience of Natural, Built, and Socio-economic Environment	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1680
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	Author	Jess Kropczynski; Rob Grace; Julien Coche; Shane Halse; Eric Obeysekare; Aurélie Montarnal; Frederick Bénaben; Andrea Tapia
	Title	Identifying Actionable Information on Social Media for Emergency Dispatch			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	428-438
	Keywords	Public Safety Answering Point (PSAP), Social Media, Qualitative Coding
	Abstract	Crisis informatics researchers have taken great interest in methods to identify information relevant to crisis events posted by digital bystanders on social media. This work codifies the information needs of emergency dispatchers and first responders as a method to identify actionable information on social media. Through a design workshop with public safety professionals at a Public-Safety Answering Point (PSAP) in the United States, we develop a set of information requirements that must be satisfied to dispatch first responders and meet their immediate situational awareness needs. We then present a manual coding scheme to identify information satisfying these requirements in social media posts and apply this scheme to fictitious tweets professionals propose as actionable information to better assess ways that this information may be communicated. Finally, we propose automated methods from previous literature in the field that can be used to implement these methods in the future.
	Address	University of Cincinnati; The Pennsylvania State University; coles des Mines d'Albi Carmaux; The Pennsylvania State University; The Pennsylvania State University; coles des Mines d'Albi Carmaux; The Pennsylvania State University; coles des Mines d'Albi Carmaux
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Social Media and Community Engagement Supporting Resilience Building	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1672
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	Author	Aladdin Shamoug; Stephen Cranefield; Grant Dick
	Title	Information Retrieval for Humanitarian Crises via a Semantically Classified Word Embedding			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	132-144
	Keywords	Ontologies, Word Embedding, Information Retrieval, Humanitarian Crisis, Humanitarian Response.
	Abstract	Decision-makers in humanitarian crisis need information to guide them in making critical decisions. Finding information in such environments is a challenging task. Therefore, decision-makers rely on domain experts who possess experience and knowledge from previous humanitarian crises to provide them with the information they need. In this paper, we explore the ability of the existing computing technologies to augment the capabilities of those experts and help decision-makers to make faster and better decisions. Among many computing technologies we have today, word embedding and the semantic web are able to support such augmentation of the domain expert. In this paper, we train a word embedding model using word2vec, transform words and terms from news archive to entities in domain ontology, annotate those entities with their equivalent concepts from upper ontologies, and reason about them using semantic similarity and semantic matching, to represent and retrieve knowledge, and answer questions of interest to decision-makers in humanitarian crises. The approach was evaluated by comparing the use of word embeddings with and without semantic classification for the retrieval of information about the current humanitarian crisis in Syria.
	Address	University of Otago; University of Otago; University of Otago
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language	English	Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN	978-0-473-45447-0	Medium
	Track	Data Issues for Situation/Disaster Awareness	Expedition		Conference	ISCRAM Asia Pacific 2018: Innovating for Resilience - 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific
	Notes	aladdin.shamoug@postgrad.otago.ac.nz			Approved	no
	Call Number				Serial	1676
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	Author	Sean Audain; Alex Robertson; Jonathon Moore; Shannon Rutherford; Geraldine Blair
	Title	Informing City Resilience			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	544-549
	Keywords	Wellington, Earthquake, Geospatial, Resilience
	Abstract	In 2015 Wellington joined the 100 Resilient Cities Organization and began a new chapter in its resilience journey. This journey has seen a strategic focus on the use of data to enable better emergency response and to integrate and inform decision making at all levels. The strategic focus in the resilience strategy of integrating data into governance, adaptation, recovery and community engagement has helped Wellington manage the effects of the 2016 Kaikoura Earthquake, lead engagement on sea level rise and integrate resilience building measures into the city's built environment and communities. This strategic intent has driven the renewal of a city data capability to provision the Risk Reduction, Readiness, Response and Recovery of the city.
	Address	Wellington City Council; Wellington City Council; Wellington City Council; Wellington City Council; Wellington City Council
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Enhancing Resilience of Natural, Built, and Socio-economic Environment	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1670
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	Author	Liam Wotherspoon; Conrad Zorn; Alistair Davies
	Title	Infrastructure Failures and Recovery from an Alpine Fault Earthquake Scenario			Type	Conference Article
	Year	2018	Publication	Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific.	Abbreviated Journal	Iscram Ap 2018
	Volume		Issue		Pages	525-533
	Keywords	Critical Infrastructure; Recovery; Alpine Fault; Risk reduction; Disaster Preparedness
	Abstract	In this paper, utilising the core Project AF8 Alpine Fault earthquake scenario, we detail hazard exposure, impacts, and recovery of interdependent critical infrastructure networks across the energy, transportation, water & waste, and telecommunications sectors across the South Island of New Zealand. Asset failures are simulated across each individual network, based on shaking intensities, exposure to co-seismic hazards and estimated component fragilities, which have been further refined and validated through expert elicitation. Network disruptions are then propagated across an interdependent network framework to quantify and delineate the spatial reach of both direct and indirect failures. By incorporating recovery strategies, temporal changes in service levels are quantified to offer insights into expected interdependent network performance and the possible disconnection of communities from the nationally connected networks, otherwise not apparent when studying each infrastructure in isolation.
	Address	University of Oxford; University of Canterbury; University of Auckland
	Corporate Author				Thesis
	Publisher	Massey Univeristy	Place of Publication	Albany, Auckland, New Zealand	Editor	Kristin Stock; Deborah Bunker
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Track	Enhancing Resilience of Natural, Built, and Socio-economic Environment	Expedition		Conference
	Notes				Approved	no
	Call Number				Serial	1671
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