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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>O. Bodin, D. Nohrstedt, Formation and performance of collaborative disaster management net-
works: Evidence from a Swedish wildfire response, Global Environmental Change</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.1016/j.ijdrr.2018.10.017</article-id>
      <title-group>
        <article-title>Management: Coordination and Roles in Rio Grande do Sul's Flood Response</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Gregor Eibl</string-name>
          <email>gregor.eibl@donau-uni.ac.at</email>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Edimara Mezzomo Luciano</string-name>
          <email>e.luciano@pucrs.br</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Gabriela Viale Pereira</string-name>
          <email>gabriela.viale-pereira@donau-uni.ac.at</email>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="editor">
          <string-name>Data Governance, Emergency Response, Flood Resilience</string-name>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Pontifícia Universidade Católica do Rio Grande do Sul</institution>
          ,
          <addr-line>Ipiranga Avenue, 6681 Parteno,Porto Alegre</addr-line>
          ,
          <country country="BR">Brazil</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Proceedings EGOV-CeDEM-ePart conference</institution>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>University of Continuing Education Krems</institution>
          ,
          <addr-line>Dr. Karl-Dorrek-Strasse 30, 3500 Krems</addr-line>
          ,
          <country country="AT">Austria</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2018</year>
      </pub-date>
      <volume>41</volume>
      <issue>2016</issue>
      <fpage>0000</fpage>
      <lpage>0001</lpage>
      <abstract>
        <p>Increased flood disasters and their impacts emphasize the urgent need for resilient and efective governance systems to enhance disaster response and mitigation. This study aims to analyze the multi-level governance structure of flood response in Brazil, particularly focusing on the case of Rio Grande do Sul state. The research steps achieved in this paper includes identifying key stakeholders involved in flood management, mapping their roles, and examining coordination mechanisms that facilitate efective disaster response to potentially uncover critical information flows that underpin decision-making and operational eficiency. The findings provide a foundation for developing a structured data governance strategy that enhances coordination, improves information sharing, and strengthens resilience in flood disaster management.</p>
      </abstract>
      <kwd-group>
        <kwd>Response</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Disasters both natural and man-made disasters, have seen a significant rise over the decades, with
a total of 25.836 disasters recorded worldwide from 1900 to 2024, of which almost 70% were natural
disasters [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. The same study concludes that floods were most frequent in Asia (9.40% of all recorded
disasters), with significant events in Africa (4.80%) and North America (2.66%), while Oceania had the
lowest occurrences of floods (0.62%). Besides, climate change has increased the intensity of natural
disasters, with economic losses more sensitive to the severity of events than their frequency [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Flood
disasters account for a large proportion of mortality and economic loss worldwide. According to the [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ],
lfooding accounts for 44% of all recorded weather, climate, and water-related events, 16% of reported
deaths, and 31% of reported economic losses. These statistics highlight the imperative to construct
resilient and efective systems of governance to manage flood disasters.
      </p>
      <p>
        This paper addresses the multifaceted character of disaster governance challenges. At the individual
level, bottom-up action initiated by individual actors is essential during disasters. At the community
level, social solidarity fosters civic engagement, which goes beyond moral support to encompass active
volunteering and collective problem-solving. At an institutional level, established social networks are
key in mobilizing resources and coordinating response. Overall good social cohesion in society will
make communities more resilient to disasters through increased volunteering behavior, organizational
membership and collective problem solving [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. Emergent social cohesion—temporary social networks
that form in the event of a disaster—has also been discovered to play an important part in helping
communities adjust to the disruptions caused by disasters [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ].
      </p>
      <p>Digital government platforms further increase the capability for eficient disaster response through
increased coordination, communication, and information sharing among stakeholders. Despite such
†EMAIL
(G. V. Pereira)</p>
      <p>CEUR
Workshop</p>
      <p>
        ISSN1613-0073
potential, integration of digital technology into disaster management is underexplored, and is a key
research gap [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. Social media platforms, for example, enable real-time communication between
governments and citizens in times of disasters, with important information and feedback mechanisms
to increase disaster management [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. Mobile government services improve public sector operations
through the use of mobile technologies [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ], which are particularly needed in disaster situations when
technologies are needed to provide support for the increased mobility needs of citizens.
      </p>
      <p>Management of flood disasters involves a clear understanding of the principal actors involved and
the activities that must be coordinated in eforts to realize prompt and efective action. Harmonization
of the most important stakeholders is essential for realizing seamless cooperation and optimal disaster
management eforts, particularly at the response phase. Based on this consideration, the study explores
three primary research questions:
• Which levels of actors need to be involved in this governance setup?
• What specific tasks require multi-level coordination in the response phase of managing flooding
disasters?</p>
      <p>This study aims to investigate the multi-level governance model of flood response in Brazil, focusing
particularly on the case of Rio Grande do Sul. This research approach entails mapping critical
stakeholders in flood management, mapping their roles, and analyzing coordination mechanisms that facilitate
efective disaster response to potentially uncover critical information flows that underpin
decisionmaking and operational eficiency. The findings provide a foundation for developing a well-organized
data governance strategy that enhances coordination, improves information exchange, and improves
resiliency in flood disaster management. The remainder of this paper is organized as follows: Section 2
locates the research in context within the broader literature, Section 3 sets out the research method,
Section 4 presents the analysis results, Section 5 provides a thorough discussion of these findings, and
Section 6 concludes with the main findings and recommendations for future research.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Literature background</title>
      <p>
        In the context of resilience-related decisions, efective and inclusive decision-making, considering
heterogeneous perspectives is crucial when establishing priorities for actions and investments [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. In
dealing with complex scenarios such as disaster response, decision-making is central to government
operations, and understanding how it evolves with the integration of emerging technologies, such as
big data and AI is crucial [
        <xref ref-type="bibr" rid="ref10 ref11">10, 11</xref>
        ]. Building on that, digital governance is de-fined as a process where
multiple stakeholders—governments, businesses, and citizens—use information and communication
technologies (ICT) to enhance service quality, promote openness, transparency, and collaboration,
and support evidence-based decision-making [
        <xref ref-type="bibr" rid="ref12 ref13">12, 13</xref>
        ]. This concept is particularly relevant in disaster
governance, which requires coordination among various stakeholders across diferent
phases—predisaster, trans-disaster, and post-disaster—to mitigate the impacts of natural disasters [
        <xref ref-type="bibr" rid="ref14 ref15">14, 15</xref>
        ].
      </p>
      <p>
        Community resilience is influenced by the interactions among various stakeholder groups. However,
enhancing these interactions is complex, often due to conflicting preferences and priorities among
stakeholders [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. The authors suggest that for efectively incorporating relevant stakeholders into
decision-making processes, mapping diferent operations and focusing on interactions areas is critical.
In the context of disaster management, there is a challenge to align deci-sion-making and organizational
processes to data to inform decisions [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ].
      </p>
      <p>The need for addressing multi-level governance and vertical and horizontal in-tegration is also
identified as key challenges for supporting actions against the impacts of floods and drought in cities
[16]. Adaptive multi-level governance, learning to work with uncertainty and long-term vision, and
horizontal and vertical (improved relationships) governance are among the main triggers of change
towards achieving sustainable, resilient, and adaptive cities [17].</p>
    </sec>
    <sec id="sec-3">
      <title>3. Method</title>
      <p>This research adopted an exploratory strategy, giving its context, research problem, and goals.
Qualitative data was collected mainly through focus group sessions with disaster management and flood
response experts. Three focus group sessions were organized in November 2024, one with four
experts and two with five ones. Additionally, an extra expert was interviewed. Considering its diferent
steps, data collection was performed with 15 disaster management and flood response experts. The
experts are government oficials or civil servants from the Rio Grande do Sul State Civil Defense, Police
Force, Firefighters, the Integrated Center for Command and Control, and ICT Agency, as well as a
representative of a group of volunteers that helped the rescue of people in May 2024 through small
boats, lifeboats, and water scooters. All of them were highly involved in the floods in May 2024 (and
the two ones before, in September and November of 2023) in activities coordination, communication
straight to society or media groups, back-ofice activities, and field/rescue activities, bringing to the data
collection a comprehensive perspective of coordination and governance structures of flood response in
the RS State.</p>
      <p>A script with nine aspects to be discussed was prepared. Participants received a set of post-its to
register their answers using a representative category. After interviewers presented a question,
respondents wrote down their answers, which were then discussed with the group. After that, connection was
made among the answers, aiming at having a map of answers and even orientating the discussions of
the following questions.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Case Description</title>
      <p>Rio Grande do Sul, the southernmost state of Brazil, was dramatically afected by intense rains and
lfoods in September and November 2023 and especially May 2024. Guaiba Lake waterfront, a massive
water mass that is also an estuary covering 1% of the state area with 2,5 thousand square kilometres,
received the waters from the four biggest rivers in the RS state, themselves also with very high-water
volume. The lake level in Porto Alegre, the state capital, was 5.35 meters above the riverbed, reaching
46 neighbourhoods (out of 96) and directly impacting around 157 thousand people (14% of residents),
which stayed almost a month without being able to go back to their homes or business. In the state,
downpours, floods, and mass sliding afected around 100 thousand buildings, and around 32% could not
be recovered, as well as 14 bridges.</p>
      <p>Impacts were extensive, reaching almost 60% of the 497 cities in the RS State, leaving them isolated
for several days or weeks due to falling points, highway ruptures, or serious cracks in streets, roads, or
bridges, and this situation caused shortages of potable water, food, medications, oxygen for hospitals,
and even the possibility of receiving aid to help victims from other cities by land.</p>
      <p>Amidst all this, it is possible to observe dificulties in articulating government oficials, community
representatives, volunteers, and citizens. Government oficials involved in this flood, especially the one
in May 2024, include Federal, State, and municipal civil defenses, firefighters, military police, civil police,
and technical and political actors from the federal, state, and municipal levels. According to the National
Civil Protection and Defense Policy, civil defenses are responsible for coordination, governance, and
oficial communication. Rescuing people, organizing shelters, preparing food, finding dry garments and
keeping them clean for all the days in the shelter, providing physical and mental health support, and
receiving and organizing donations were also supported by many volunteers, following the civil defense
requests but mainly self-organized. It is estimated that the number of volunteers working during this
period will be twenty times more than the 15,000 volunteers registered with the state’s civil defense
department.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Analysis of Empirical Results</title>
      <p>The analysis is divided into four primary categories. Firstly, major tasks requiring collective emergency
response actions are examined, with a particular focus on the challenges encountered by the relevant
actors. Secondly, governance arrangements are reviewed, with a focus on setups that support the
challenges posed by decentralised actions and communication. Thirdly, the study investigates crisis
communication, addressing the associated dificulties and potential solutions. Finally, the fourth and
last section focuses on three obstacles, which must be addressed in the management of crises.</p>
      <sec id="sec-5-1">
        <title>5.1. Mapping the tasks</title>
        <p>Previous research highlights that interdependence of actors and tasks influence the formation of
collaborative networks where a good fit in tasks is associated with more efective collaboration [ 18].
This study initially sought to identify and contextualize the core operational tasks that emerged during
the disaster response phase. The tasks conducted during the crisis were diverse and complex, including
(1) emergency rescue operations, (2) volunteer coordination, (3) establishing and managing rescue
points, (4) acquiring and sharing victim data, (5) facilitating internal and external communication, and
(6) managing logistics and humanitarian aids. Prior investigations about wildfire disasters indicate that
a lot of emergency support functions are not exclusive to wildfire scenarios, including evacuations,
road closures, restoration of transport system, provision of shelters, mass care, public information,
utility restoration and maintaining public safety, among others [19]. Our tasks exhibit substantial
correspondence with the compilation provided in the wildfire disaster report.</p>
        <p>Emergency rescue operations included the manual rescue of afected individuals and animals and
facilitating safe evacuation through hazardous conditions. Participants presented specific challenges,
particularly related to navigating flooded areas using boats. One participant described the dificulties
clearly: “We had to navigate through flooded streets. If there were speed bumps, we’d hit them. If there was
a park on the side, we’d collide... the boats inevitably ran into significant obstacles.”</p>
        <p>Efective emergency management typically involves coordinated engagement across public
institutions, private entities, and civil society organizations [19]. Our focus group underlined that volunteer
coordination was critical for efectively mobilizing the numerous volunteers and eficiently allocating
donated resources. Eforts included registering volunteers, clearly assigning roles, and linking
volunteers’ local knowledge to areas in urgent need. One participant explained the scale and organization
involved: “We had 65,000 volunteers registered from across Brazil. Initially, we partnered with a company
that facilitated volunteer calls through an app. People registered, chose their preferred shifts, and then
arrived ready to assist.”</p>
        <p>Rescue points functioned as operational centers for organizing relief activities and managing resource
distribution during the response. Shopping malls proved useful, due to their structural suitability,
proximity to afected areas, and available resources. Occasionally, rising floodwaters forced the relocation
of operations from compromised sites to safer areas. As a participant noted, rescued persons had to be
directed to available shelters: “We ended up transferring people to local shelters, such as the ABB Club.”</p>
        <p>A rather improvised system for collecting and disseminating victim data emerged, finally enabling
coordination among agencies and supporting family reunification eforts. This registry included
comprehensive information such as names, evacuation points, special needs, and shelter destinations,
enabling oficial agencies to avoid duplicated rescue attempts and facilitate family reunification. Given
the absence of oficial tools at first, improvisation was necessary: “We initially created a parallel system
because we didn’t have the oficial one. At first, we used clipboards, and by the second day, we moved to
Excel.”</p>
        <p>Timely and transparent communication proved critical for synchronizing internal operations and
maintaining public engagement through media and social platforms. Major eforts focused on
disseminating alerts, preventive measures, and regular operational updates. While WhatsApp proved
particularly valuable, participants also highlighted challenges: “WhatsApp was beneficial, but… we often
didn’t know when the information was created. Messages circulated repeatedly, and by the time they
reached someone who could act, it was unclear how old the information was.”</p>
        <p>Additionally, teams carried out significant work related to humanitarian logistics, managing shelters,
distributing food, clothing, and medicine, and maintaining the overall flow of humanitarian aid.
Participants described logistical complexities vividly: “Five trucks were on their way, roughly tracked… and then
arrived like Pandora’s boxes filled with water, useful items, and chaos. The challenge was in managing
storage and distribution efectively.”</p>
      </sec>
      <sec id="sec-5-2">
        <title>5.2. Governance arrangements</title>
        <p>Collective emergency management was defined as a joint activity of two or more agencies that aim
to work together in order to create better public good [19]. Our talks identified three major hubs
organizing this collective emergency management. The Crisis Cabinet and the State Civil Defense,
together with Civil Defense Communication, played central roles in managing the crisis response.</p>
        <p>The Crisis Cabinet was activated as part of the governance framework once the disaster exceeded
local capacities, with overall coordination assumed under the authority of the governor. Due to the
extensive scale of the disaster, several decentralized crisis cabinets were quickly established. Initially, the
governor set up cabinets in São Sebastião do Caí, Santa Cruz do Sul, and Bento Gonçalves, strategically
reflecting the areas which were most significantly impacted. Each decentralized cabinet employed an
incident command structure designed to facilitate eficient local responses.</p>
        <p>Civil Defense actions started proactively during the pre-disaster phase, containing early warnings
and preparedness initiatives. These eforts also included establishing governance mechanisms to ensure
readiness for rapid mobilization. During all phases of disaster management, Civil Defense operated
as the primary coordinating body at the state level, overseeing evacuation, rescue operations, and
distribution of humanitarian aid. It maintained direct coordination with municipalities, state secretariats,
armed forces, federal agencies, and volunteer organizations. Emphasizing the value of preparedness,
one participant highlighted the importance of establishing governance structures in advance: “This
governance must be set up ahead of time; people must already know each other and have established
contacts. During the disaster, it’s simply about putting into practice what has been planned and rehearsed
beforehand.” Empirical studies proved that members of disaster networks with densely connected
cooperative relationship could sustain the collaboration of those organizations over time. Trust and
close relationships are motivating factors for organisations to collaborate with the network [20].</p>
        <p>A specialized Civil Defense Communication unit was established to address the significant demand for
timely and accurate information from the public as well as local, national, and international media. This
crisis communication ofice managed many information requests regarding disaster impacts, casualties,
and victim statuses, while working closely in coordination with the State Communication Secretariat.</p>
      </sec>
      <sec id="sec-5-3">
        <title>5.3. Crises communication</title>
        <p>Participants consistently reported that formal communication channels became overloaded or
unavailable early in the crisis, compelling them to rely on improvised solutions. One participant described
the situation clearly: “With the floods, power stations collapsed… repeaters equipped with generators or
batteries operated until those batteries ran out, at which point we lost connectivity.” Alternative methods,
such as WhatsApp, face-to-face interactions, and amateur radio communications were then adopted.
Another participant emphasized the critical role of radio communications: “Amateur radios are included
in national policy precisely because they provide redundancy and should be the last means of communication
to fail.” These findings go along the case descriptions of floodings in Myanmar, where flooding and
landslides devasted public transportation and communication infrastructure [20].</p>
        <p>Simultaneously, the demand for information from local, national, and international media was
exceptionally high. One participant highlighted the intensity of this demand: “People from about 15
diferent countries were reading our updates and asking questions. Large groups, many individuals, all were
requesting information, data, and updates.” Consequently, daily oficial briefings became crucial to meet
these needs. An efective disaster response network must be able to manage distributed information so
that information can flow directly from those who have it to those who need it in suficient time to
inform actions [21].</p>
        <p>Participants in the first focus group mentioned the disruptive impact of misinformation, highlighting
that fake news not only created confusion but diverted valuable resources. One participant explained
the significance of combating misinformation: “We created a dedicated team specifically tasked with
managing and countering false information, which could otherwise cause substantial harm. For instance,
rumors like ‘There are 2,000 bodies floating’ needed immediate verification.” The establishment of this
“fake news ofice” illustrated clearly that addressing misinformation was as critical as disseminating
accurate emergency information. As actors with a stronger reputation for resources and information
are popular actors in a network system [20], they are also ideal units for spreading correct information
and counteracting false information.</p>
      </sec>
      <sec id="sec-5-4">
        <title>5.4. Crises Management Interaction</title>
        <p>Participants highlighted three key interaction challenges. The first challenge centred around the tension
between decentralized and centralized decision-making. One focus group participant captured this
issue: “Many times, decisions ended up being made at the local level because sometimes the query at the
top level… by the time the answer came, it was no longer timely.” Previous work emphasises the strategy
of giving actors considerable freedom to find efective ways of collaborating and to decide with whom
to collaborate as viable [18].</p>
        <p>The second challenge was the information overload faced by central decision-makers. Participants
suggested that concentrating all information centrally could overburden decision-makers, forcing them
to make faster, more localised decisions. However, participants also emphasised the importance of
ensuring that these local decisions remained in line with the overarching strategic guidance provided
by those with a comprehensive view of the disaster response. This find-ing is consistent with previous
work suggesting that incident response to complex disasters is more efective when organised in a
core-periphery structure rather than a more centralised network structure [21].</p>
        <p>The third challenge concerned the efective coordination and management of a large number of
volunteers. Volunteers were primarily organized from the bottom up but required central guidance to
better align their activities. One participant described the situation as followed: “We realized there were
volunteers standing idle, eager to help, with plenty to be done—but there was no one connecting them. The
ifrst day was just a sea of people with no clear tasks.” Additionally, participants emphasized the dificulty
of organizing volunteers in a way that prevented them from entering high-risk areas, thereby avoiding
interference with professional response teams.</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>6. Discussion</title>
      <p>An efective emergency response is founded on robust and reliable communication systems, supported
by scholars reporting about near or complete collapse of terrestrial telecommunication infrastructures as
typical consequences of disasters [22]. Redundant communication infrastructures ensure uninterrupted
operability, even in the event of widespread disruption. The redundancy is required to ensure reliable
sharing of information and coordination during challenging circumstances. Supporting strong
communication, the development of integrated information-sharing systems is important. These systems
allow the free flow of important data from dispersed sources to the stakeholders who have the duty of
making informed decisions. That integration eliminates fragmentation of information and improves
situational awareness among responding agencies.</p>
      <p>In a case of precise communication and a cancelling-out of misinformation, institutionalized
authoritative daily reports in authentic sources exist. Regular dissemination of verified news decreases
uncertainty, removes panic, and reduces dependence on unverified information, which improves public
involvement and confidence. Disaster situations were identified as one of the socially sensitive domains
where misinformation creates further disasters [23].</p>
      <p>Before disasters happen, good preparation will help in the reactive phase or post- disaster phase [24].
One example of this preparedness mentioned in the focus groups was the advance manufacturing of
resources such as navigational maps showing areas that are likely to be under flood. These maps guide
ifrst response people through ruined terrain easy. Also, victim registries and efective humanitarian
logistics make it possible for the responders to react quickly to provide the immediate needs, significantly
optimizing the response speed. Therefore, efective disaster management is based on clear governance
mechanisms established prior to emergencies to allow for rapid mobilization and trust generation
between the stakeholders.</p>
      <p>In addition, the integration of volunteers into networks in times of emergency significantly enhances
responsiveness. Properly organized volunteer management is key to expanding rapidly and efectively
using available resources. Having a well-organized but flexible volunteer involvement significantly
improves overall emergency response capability. A study in Europe supports these findings about the
importance of informal volunteering in disaster management, and the same time highlight that the
response is more eficient when procedures for informal volunteer engagement are in place [ 25].</p>
      <p>Finally, core-periphery organizational designs use centralized control of main resources and
knowledge together with decentralized responsiveness [21]. The design eficiently satisfies local information
needs while ensuring strategic consistency and coordinated response action among various operational
levels. Efective collaboration is strongly related to interdependence and task clarity with concurred
responsibility [18]. The balancing of centralized direction and localized decision-making was a key
challenge found in this case study.</p>
      <p>The study provides empirical evidence and context-specific information, primarily highlighting the
balance between centralized control and decentralized agility, robust crisis communication processes,
proactive management of disinformation, and organized coordination of voluntary eforts.</p>
    </sec>
    <sec id="sec-7">
      <title>7. Conlusion</title>
      <p>The findings of our study indicate the need to establish a multi-level governance framework and
data governance strategy to ensure robust communication, unified information-sharing and defined
governance structure for efective disaster management.</p>
      <p>This research has a few limitations, including the unit of analysis limited to the public sector agencies
and the number of executed focus groups. Complementary data collection could include community
representatives, citizens and other stakeholders that supported the response to the flood event in Rion
Grande do Sul, but also events in other locations.</p>
      <p>To enhance flood resilience, it is essential to understand the role of data in promoting sustainability
transformation. This involves ensuring that digital technologies and datasets are developed, processed,
disseminated, and utilized in accordance with governance frameworks and the changing dynamics of
power relations [26]. In this line, and as a response to the findings of this study, the identification of
critical information flows for data governance in flood disasters and designing multi-level governance
frameworks is critical in supporting flood response and resilience. Next steps of this research will
propose a multi-level framework for flood management and a data governance strategy based on
mapping the critical information flows that emerged during the response phases of the flooding event.</p>
    </sec>
    <sec id="sec-8">
      <title>Declaration on Generative AI</title>
      <p>During the preparation of this work, the authors used Chat-GPT-4 and Deepl Write in order to: Grammar
and spelling check. After using these tools, the authors reviewed and edited the content as needed and
takes full responsibility for the publication’s content.</p>
    </sec>
  </body>
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