2020
DOI: 10.1098/rsos.200087
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On the use of random graphs in analysing resource utilization in urban systems

Abstract: Urban resource models increasingly rely on implicit network formulations. Resource consumption behaviours documented in the existing empirical studies are ultimately by-products of the network abstractions underlying these models. Here, we present an analytical formulation and examination of a generic demand-driven network model that accounts for the effectiveness of resource utilization and its implications for policy levers in addressing resource management in cities. We establish simple limiting boundaries … Show more

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Cited by 8 publications
(5 citation statements)
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“…This paper finds that NU not only promotes local UME but also promotes the UME of neighboring areas through the spatial spillover effect, which enriches the academic knowledge on the environmental protection effect of NU, and echoes the research viewpoints of Lin and Zhu (2021) [109]. The reason for this is that NU is urbanization with urban-rural integration, industrial interaction, conservation and intensification, ecological livability, and harmonious development as its basic features and therefore is conducive to enhancing the capacity of urban environmental regulation [110,111], promoting the green transformation of industries [112], improving the capacity of urban resource utilization [113,114], and optimizing the spatial structure of the city [115], which in turn reduces the input resources for urban operation, enhances the performance outputs of urban operation, and ultimately improves the UME [116]. At the same time, the findings of this study provide China's answer to the real-life dilemma of "how to urbanize with the goal of sustainable urban development in mind", which is faced by many countries [117][118][119], and will help countries and alliances such as the Caribbean region [120], UNESCO biosphere reserves [121], Singapore [16], India [122], and Australia [123] to better address sustainable development in the process of urbanization.…”
Section: Nu Has a Promoting Effect And A Positive Spatial Spillover E...mentioning
confidence: 57%
“…This paper finds that NU not only promotes local UME but also promotes the UME of neighboring areas through the spatial spillover effect, which enriches the academic knowledge on the environmental protection effect of NU, and echoes the research viewpoints of Lin and Zhu (2021) [109]. The reason for this is that NU is urbanization with urban-rural integration, industrial interaction, conservation and intensification, ecological livability, and harmonious development as its basic features and therefore is conducive to enhancing the capacity of urban environmental regulation [110,111], promoting the green transformation of industries [112], improving the capacity of urban resource utilization [113,114], and optimizing the spatial structure of the city [115], which in turn reduces the input resources for urban operation, enhances the performance outputs of urban operation, and ultimately improves the UME [116]. At the same time, the findings of this study provide China's answer to the real-life dilemma of "how to urbanize with the goal of sustainable urban development in mind", which is faced by many countries [117][118][119], and will help countries and alliances such as the Caribbean region [120], UNESCO biosphere reserves [121], Singapore [16], India [122], and Australia [123] to better address sustainable development in the process of urbanization.…”
Section: Nu Has a Promoting Effect And A Positive Spatial Spillover E...mentioning
confidence: 57%
“…In the majority of model formulations, these processes and their efficiencies are characteristics of the node inside which they take place. 52,53 Figure 1 shows a schematic representation of such network arrangements. Figure 1.…”
Section: A Network Model Of Urban Systemsmentioning
confidence: 99%
“…Figure 1. Schematic showing a node pair and the resource flow between them broken down in exergetic terms to its utilized, wasted, and exported componentsadapted from Arbabi et al 52 Expanding this formulation across all nodes and edges would give the system-wise overall resources balance as…”
Section: A Network Model Of Urban Systemsmentioning
confidence: 99%
“…The implementation of a circular economy faces a number of challenges industry wide, including a limited awareness across the supply chain (Adams et al., 2017), concerns about the consistency of flows of returned goods, and an unclear market demand for secondary resources (Guldmann & Huulgaard, 2020). Overcoming such barriers requires highly detailed modeling of building stocks so that stakeholders throughout the supply chain can obtain the exact quantity and quality of secondary resources, for example, construction bricks or panes of glass, that would be recoverable from a specific building nearing demolition (Arbabi et al., 2020). To enable this, estimates of material quantity and quality need to be spatially explicit and be measured at a building level.…”
Section: Introductionmentioning
confidence: 99%