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Integrating Digital Twins and Machine Learning Framework for Smart and Sustainable Urban Water Management in Bolzano

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Abstract This study presents the initial results of the ORCHESTRA project and offers initial indications that the integration of advanced digital technologies with Nature-based Solutions has the potential to significantly enhance urban water management in South Tyrol, with a focus on two pilot catchments in Bolzano. The proposed framework involves the development of a digital twin, which is continuously fed by dense IoT sensor networks, recreating the hydraulic behaviour of the city in real time. In parallel, a model calibrated by a Genetic Algorithm analyse these data to forecast runoff peaks and recommend adaptive control actions. The preliminary findings emphasise the potential of this hybrid strategy as a scalable solution for sustainable urban water management and that an interdisciplinary, data-driven approach can foster the transition toward intelligent, resilient and sustainable cities.

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  • 10.4225/03/58782b8124e9f
Development of a guiding framework for sustainable urban water governance
  • Jan 13, 2017
  • Figshare
  • Van De Meene + 1 more

Sustainable urban water management is an increasingly important socio-political objective, however implementation remains ad hoc. While numerous tools and technologies have been developed to achieve sustainable urban water management, significant socio-institutional barriers remain. These impediments include, among others, institutional fragmentation, poor political leadership and technological lock-in. Exacerbated by a lack of theory and conceptual frameworks to link sustainable urban water management principles with on-ground execution, these barriers contribute to low levels of system-wide implementation capacity. Institutional capacity building is advocated in the sustainable urban water literature as a strategy to facilitate implementation; however, institutional capacity building has limited ability to provide an overview of regime operation, considered critical for enabling system-wide change. Focusing on processes, actor agency and institutions, the field of governance studies provides a useful perspective for understanding holistic regime operation and change. Yet the environmental governance literature remains contested; many scholars support a network or market governance approach while others advocate for hybrid approaches. Moreover, the governance systems needed for enabling sustainable urban water management have been given limited attention. Therefore, the purpose of this thesis is to develop a guiding framework for sustainable urban water governance. Through an emergent research design, systematically drawing on the perspectives of scholars and leading Australian urban water sustainability practitioners, likely attributes of a sustainable urban water management regime were identified. The attributes were focused through the lens of individual, organisational, inter-organisational relationships, and administrative and regulatory regime components. A comparison of the scholarly and practitioner perspectives, together with governance, regime and institutional literatures, explored which governance modes are most likely to enable sustainable urban water management. Overall, this investigation revealed a suite of likely sustainable urban water management regime attributes that are substantially different from traditional and contemporary practice highlighting the considerable regime change required to enable sustainable urban water management. The scholars supported a network governance approach, similar to current adaptive governance and conceptual scholarly urban water management projections, with interdependent actor relations and largely informal administrative arrangements. In comparison, the practitioners advocated hybrid governance arrangements comprising hierarchical and network modes, including a formal administrative framework, with mutually dependent and interconnected actor relationships to facilitate implementation of site specific sustainable urban water management solutions. Both scholars and practitioners supported using a variety of policy instruments, including market governance instruments. The outcomes of this investigation suggest the hybrid governance approach supported by practitioners extends current scholarship by providing detailed information on regime attributes and operation, which can provide insight for practical implementation of network governance approaches which are supported in current urban water management and adaptive governance literature. Additionally, the hybrid approach offers suggestions for successfully integrating the three ideal governance modes and reducing potential tension among the modes. In practice, the proposed framework could be used to design capacity building programs and policy initiatives drawing on mixed governance approaches. To extend this research and improve insight into regime operation and governance dynamics, future research testing the tentative sustainable urban water governance framework in other locations is required.

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  • 10.18421/tem102-33
Innovative Methods in Sustainable Urban Development and Water Management
  • May 27, 2021
  • TEM Journal
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Innovative methods presently affect all sectors of the national economy contributing to the progress and overall development of the economy, and the living standard worldwide. Innovations are equally necessary both in the private and in public sectors therefore, the original innovative ideas in each sector are greatly accepted. Similar concept is significant for companies dealing with urban water management. New methods are available mainly for capturing and reusing of rainwater in urban areas which leads to a positive impact on sustainable urban water management regarding today's water scarcity problems. This article describes some of the most popular innovative methods and examples used for rainwater harvesting, recycling and reuse. As a result, the evaluation of the most suitable water harvesting techniques related to sustainable water management, and their application in the city of Brno in Czech Republic are described.

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Green infrastructure for sustainable urban water management: Practices of five forerunner cities
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  • Cities
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Green infrastructure for sustainable urban water management: Practices of five forerunner cities

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  • Cite Count Icon 7
  • 10.1051/e3sconf/20172200003
Urban stormwater – greywater management system for sustainable urban water management at sub-watershed level
  • Jan 1, 2017
  • E3S Web of Conferences
  • Amarpreet Singh Arora

Urban water management involves urban water supply (import, treatment and distribution of water), urban wastewater management (collection, treatment and disposal of urban sewage) and urban storm water management. Declining groundwater tables, polluted and declining sources of water, water scarcity in urban areas, unsatisfactory urban water supply and sanitation situation, pollution of receiving water bodies (including the ground water), and urban floods have become the concerns and issues of sustainable urban water management. This paper proposes a model for urban stormwater and sewage management which addresses these concerns and issues of sustainable urban water management. This model proposes segregation of the sewage into black water and greywater, and urban sub-watershed level stormwater-greywater management systems. During dry weather this system will be handling only the greywater and making the latter available as reclaimed water for reuse in place of the fresh water supply. During wet weather, the system will be taking care of (collection and treatment) both the storm water and the greywater, and the excess of the treated water will be disposed off through groundwater recharging. Application of this model in the Patiala city, Punjab, INDIA for selected urban sub-watersheds has been tried. Information and background data required for the conceptualization and design of the sub-watershed level urban stormwater-greywater management system was collected and the system has been designed for one of the sub-watersheds in the Patiala city. In this paper, the model for sustainable urban water management and the design of the Sub-watershed level Urban Stormwater-Greywater Management System are described.

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  • 10.4225/03/587c07d731b54
Sustainable urban water management : the champion phenomenon
  • Jan 15, 2017
  • Figshare
  • André Taylor

Research was conducted to meet two objectives. The first was to identify the factors that assisted emergent leaders at a project level (‘project champions’) in publicly-managed Australian water agencies to successfully promote sustainable urban water management (SUWM). The second was to use this knowledge to develop a suite of management strategies to foster this form of the champion phenomenon. The primary rationale for the research was that the champion phenomenon has been an important, but poorly understood, catalyst for the adoption of SUWM in Australia. The research involved three phases. Phase 1 was a review of the international literature. Phase 2 was a multiple case study involving six water agencies and six project champions. Phase 3 was a field experiment where a leadership development program for 20 SUWM champions was designed, delivered and evaluated. The research found that ‘SUWM champions’ were emergent leaders who displayed distinctive personal attributes (e.g. specific traits and behaviours), worked in environments where there was resistance to the SUWM paradigm, and were adept at influencing others to adopt SUWM principles and practices. The research also found that the transformational (Bass, 1985), distributed (Gibb, 1954) and complexity (Uhl-Bien et al., 2007) models of leadership became relevant to, and helped to explain, typical champion-driven SUWM leadership processes at different times. Three conceptual models were developed to describe the factors that assist SUWM project champions in water agencies. The first is a three-phase model of typical champion-driven SUWM leadership processes, which highlights key champion behaviours during each phase, the role of other SUWM leaders and the importance of contextual factors. The second is a model that describes the individual attributes of champions (e.g. strongly developed traits) and enabling contextual factors (e.g. supportive organisational cultures). The third model explains how the champion phenomenon becomes influential as water agencies increasingly adopt the SUWM paradigm and several enabling contextual factors combine to form a ‘critical mass’. The research produced 28 management strategies to provide guidance on how to create a supportive leadership context for SUWM within water agencies, as well as how to attract, recruit, supervise and develop the leadership capacity of project champions. These strategies also address how to foster effective SUWM champions at an executive level, as well as encourage coordinated forms of group-based (distributed) leadership to advance SUWM. The efficacy of one of these strategies was examined by designing, delivering and evaluating the performance of a customised, six-month, leadership development program for 20 nascent project champions. A seven-tier evaluation framework was used that examined multiple dimensions of the program. Evaluation results for all tiers were strongly positive, with the estimated ‘return on investment’ being 190% after one year. The three theoretically-grounded conceptual models have substantially expanded the body of knowledge concerning SUWM champions. For example, these new models have helped to explain why some SUWM champions are more effective than others. In practice, the research has supported broader efforts to foster ‘water sensitive cities’ by producing the first set of evidence-based strategies to foster the champion phenomenon within water agencies.

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Urban water conditions are under pressure due to rapid urbanization, population growth, climate change and economic development. The current urban water management approach is not enough to cope with these changes and pressures. Many literatures have been mentioned the need to shift from the conventional approach into more sustainable way which integrate environmental, social and economic objectives. This article discusses the current conditions of urban water management in Bandung Metropolitan Area (BMA) emphasizing on key influencing factors at policy, organizational and operational level. It also examines the key principles of Sustainable Urban Water Management (SUWM) based on the literature reviews. Data and information gathered from primary sources through questionnaire and in-depth interviews and secondary sources from literature reviews. The outputs are key influential factors of current urban water management and the key principles of SUWM in BMA that can be adopted as guiding framework for future urban water management.

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The unprecedented water scarcity in Australia coincides with the adoption of a new urban water rhetoric. The 'Security through Diversity' strategy has been adopted in a number of Australian cities as a new and innovative approach to urban water management. Although this strategy offers a more holistic approach to urban water management, in practice, the Security through Diversity strategy is largely being interpreted and implemented in a way that maintains the historical dependence on large scale, centralised water infrastructure and therefore perpetuates existing urban water vulnerabilities. This research explores the implementation of Security through Diversity as the new water scarcity response strategy in the cities of Perth and Melbourne. Through a qualitative study with over sixty-five urban water practitioners, the results reveal that the practitioners have absorbed the new Security through Diversity language whilst maintaining the existing problem and solution framework for urban water management. This can be explained in terms of an entrenched technological path dependency and cognitive lock-in that is preventing practitioners from more comprehensively engaging with the complexities of the Security through Diversity strategy, which is ultimately perpetuating the existing vulnerability of our cities. This paper suggests that greater engagement with the underlying purpose of the security though diversity strategy is a necessary first step to overcome the constraints of the traditional technological paradigm and more effectively reduce the continued vulnerability of Australian cities.

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Capacity attributes of future urban water management regimes: projections from Australian sustainability practitioners
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Transitioning to more sustainable urban water management is widely accepted as an essential societal objective. While there has been significant progress in developing technical solutions to the challenges faced, numerous barriers remain at the regime level, indicating that further investigation into the regime is required. This paper reports on a social research project aimed at identifying capacity attributes of a more sustainable urban water management regime. Attributes were identified for the administrative and regulatory framework, inter- and intra-organisational and individual regime spheres. Over 125 urban water practitioners specialising in sustainability in Sydney and Melbourne were interviewed to identify the attributes of a more sustainable regime. The attributes reveal that a sustainable urban water management regime emphasises learning, diverse policy tools and institutional arrangements, together with interaction among stakeholders and professional disciplines. The interaction is characterised by respect, trust and mutual understanding. The sustainable regime attributes are compared to the traditional regime and reveal that while progress has been made towards a sustainable regime, additional improvement is required. Attributes identified across multiple regime spheres indicate potential focus areas for capacity building programs or reform efforts to more effectively enable regime change towards sustainable urban water management.

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