首页 > 最新文献

IET Smart Cities最新文献

英文 中文
Opportunities of collected city data for smart cities 为智慧城市收集城市数据的机会
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-09 DOI: 10.1049/smc2.12044
Satu Paiho, Pekka Tuominen, Jyri Rökman, Markus Ylikerälä, Juha Pajula, Hanne Siikavirta

This article explores ways to leverage city data in smart cities and how data virtualisation can help overcome some of the barriers and create new opportunities for data usage. By combining data sources, data virtualisation can help overcome technical and regulatory challenges, and create new value. The topic was approached from three perspectives: the exploitation of city data, the potential for data virtualisation to utilise city data, and the detection of gaps for future use of city data. Finnish cities are interested in utilisation of the rich data they have within the city and new data that is gathered by different actors. However, there is a gap between the potential and the current situation. When city data is generated continuously from different functions, the scattered data storages can be utilised efficiently with data virtualisation. The city itself, commercial operators, governments and individuals all benefit about the deeper understanding of city functions. Sharing data from different systems and sectors creates opportunities for measuring also other but financial benefits. In the case of city bicycles studied in the city of Kuopio, expanded usage of the bicycles was seen as benefiting citizens' wellbeing and health.

本文探讨了在智慧城市中利用城市数据的方法,以及数据虚拟化如何帮助克服一些障碍并为数据使用创造新的机会。通过结合数据源,数据虚拟化可以帮助克服技术和监管方面的挑战,并创造新的价值。该主题从三个角度进行探讨:城市数据的开发,数据虚拟化利用城市数据的潜力,以及发现未来使用城市数据的差距。芬兰城市对利用城市内部的丰富数据和不同参与者收集的新数据很感兴趣。然而,潜力与现状之间存在差距。当城市数据由不同功能连续生成时,通过数据虚拟化可以有效利用分散的数据存储。城市本身、商业经营者、政府和个人都能从对城市功能的深入理解中受益。共享来自不同系统和部门的数据为衡量除经济效益外的其他效益创造了机会。在库奥皮奥市研究的城市自行车案例中,自行车的扩大使用被视为有利于公民的福祉和健康。
{"title":"Opportunities of collected city data for smart cities","authors":"Satu Paiho,&nbsp;Pekka Tuominen,&nbsp;Jyri Rökman,&nbsp;Markus Ylikerälä,&nbsp;Juha Pajula,&nbsp;Hanne Siikavirta","doi":"10.1049/smc2.12044","DOIUrl":"10.1049/smc2.12044","url":null,"abstract":"<p>This article explores ways to leverage city data in smart cities and how data virtualisation can help overcome some of the barriers and create new opportunities for data usage. By combining data sources, data virtualisation can help overcome technical and regulatory challenges, and create new value. The topic was approached from three perspectives: the exploitation of city data, the potential for data virtualisation to utilise city data, and the detection of gaps for future use of city data. Finnish cities are interested in utilisation of the rich data they have within the city and new data that is gathered by different actors. However, there is a gap between the potential and the current situation. When city data is generated continuously from different functions, the scattered data storages can be utilised efficiently with data virtualisation. The city itself, commercial operators, governments and individuals all benefit about the deeper understanding of city functions. Sharing data from different systems and sectors creates opportunities for measuring also other but financial benefits. In the case of city bicycles studied in the city of Kuopio, expanded usage of the bicycles was seen as benefiting citizens' wellbeing and health.</p>","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"4 4","pages":"275-291"},"PeriodicalIF":3.1,"publicationDate":"2022-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12044","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42641118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Pathways to reducing the negative impact of urban transport on climate change 减少城市交通对气候变化的负面影响的途径
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-10-31 DOI: 10.1049/smc2.12043
Marcin Seredynski

Transition to net zero greenhouse gas (GHG) emissions from urban transport requires strategies improving energy efficiency and contributing to energy conservation. Efficiency gains can be achieved via combination of new technologies, such as electrification, connectivity, and automation. Energy conservation focuses on reducing the total miles travelled by private cars. Supporting modal shift to public transport (PT) is the essential element of that strategy. It starts with policy support enabling time and space prioritisation of PT vehicles. Next, the emerging technologies can optimise performance and comfort of PT vehicles by making the best use of the assigned resources. This article shows how these technologies can reduce GHG emissions directly, as well as indirectly by making PT an attractive choice boosting patronage. A case study illustrating the improvement of the environmental performance of full hybrid buses via connectivity and geofencing is given.

向城市交通温室气体净零排放过渡需要提高能源效率和促进节能的战略。通过电气化、互联互通和自动化等新技术的结合,可以提高效率。节约能源的重点是减少私家车行驶的总里程。支持向公共交通(PT)的模式转变是该战略的基本要素。首先是政策支持,使PT车辆的时间和空间优先化。其次,新兴技术可以通过充分利用分配的资源来优化PT车辆的性能和舒适性。本文展示了这些技术如何直接减少温室气体排放,以及如何通过使PT成为一个有吸引力的选择来促进赞助,从而间接减少温室气体排放。给出了一个案例研究,说明了通过连接和地理围栏改善全混合动力客车的环境性能。
{"title":"Pathways to reducing the negative impact of urban transport on climate change","authors":"Marcin Seredynski","doi":"10.1049/smc2.12043","DOIUrl":"10.1049/smc2.12043","url":null,"abstract":"<p>Transition to net zero greenhouse gas (GHG) emissions from urban transport requires strategies improving energy efficiency and contributing to energy conservation. Efficiency gains can be achieved via combination of new technologies, such as electrification, connectivity, and automation. Energy conservation focuses on reducing the total miles travelled by private cars. Supporting modal shift to public transport (PT) is the essential element of that strategy. It starts with policy support enabling time and space prioritisation of PT vehicles. Next, the emerging technologies can optimise performance and comfort of PT vehicles by making the best use of the assigned resources. This article shows how these technologies can reduce GHG emissions directly, as well as indirectly by making PT an attractive choice boosting patronage. A case study illustrating the improvement of the environmental performance of full hybrid buses via connectivity and geofencing is given.</p>","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"5 1","pages":"41-48"},"PeriodicalIF":3.1,"publicationDate":"2022-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12043","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46903397","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Smart cities and innovations: Addressing user acceptance with virtual reality and Digital Twin City 智慧城市和创新:通过虚拟现实和数字双城解决用户接受度问题
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-09-28 DOI: 10.1049/smc2.12042
David Michalik, Per Kohl, Anton Kummert

The transformation into smart cities is imminent to meet the rising number of urban problems and challenges. Digital technologies offer great potential to develop smart solutions, especially in the areas of public administration, energy, infrastructure and mobility. For the successful diffusion, the acceptance of the individual is a crucial part, which can be addressed by an immersive experience along with the personal collection of insights of the innovation. However, at the same time a paradox arises as many new developments are still in the making and therefore, are not yet available to the public. Immersive virtualisation technologies such as Virtual Reality (VR) offer great potential to solve this problem. In this study, the usability of VR technology to address individual's innovation barriers in general and to explore the use of emerging digital twin cities (DTC) is analysed, as they provide an ideal basis for the customised creation of immersive VR-applications. Although several themes and applications regarding the potential of DTCs have been addressed in literature, their explicit use in the field of acceptance research has not been pursued. Therefore, a new methodology is introduced and first implementations and results are presented and discussed.

智慧城市的转型迫在眉睫,以应对日益增多的城市问题和挑战。数字技术为开发智能解决方案提供了巨大潜力,特别是在公共管理、能源、基础设施和交通领域。对于成功的传播,个人的接受是至关重要的一部分,这可以通过沉浸式体验以及个人对创新的见解来解决。然而,与此同时,一个矛盾出现了,因为许多新的发展仍在进行中,因此,还没有向公众开放。虚拟现实(VR)等沉浸式虚拟技术为解决这一问题提供了巨大的潜力。在本研究中,分析了VR技术在解决个人创新障碍和探索新兴数字双城(DTC)使用方面的可用性,因为它们为定制化创建沉浸式VR应用程序提供了理想的基础。虽然文献中已经讨论了关于dtc潜力的几个主题和应用,但它们在接受研究领域的明确应用尚未得到探讨。因此,本文介绍了一种新的方法,并给出了初步的实现和结果。
{"title":"Smart cities and innovations: Addressing user acceptance with virtual reality and Digital Twin City","authors":"David Michalik,&nbsp;Per Kohl,&nbsp;Anton Kummert","doi":"10.1049/smc2.12042","DOIUrl":"10.1049/smc2.12042","url":null,"abstract":"<p>The transformation into smart cities is imminent to meet the rising number of urban problems and challenges. Digital technologies offer great potential to develop smart solutions, especially in the areas of public administration, energy, infrastructure and mobility. For the successful diffusion, the acceptance of the individual is a crucial part, which can be addressed by an immersive experience along with the personal collection of insights of the innovation. However, at the same time a paradox arises as many new developments are still in the making and therefore, are not yet available to the public. Immersive virtualisation technologies such as Virtual Reality (VR) offer great potential to solve this problem. In this study, the usability of VR technology to address individual's innovation barriers in general and to explore the use of emerging digital twin cities (DTC) is analysed, as they provide an ideal basis for the customised creation of immersive VR-applications. Although several themes and applications regarding the potential of DTCs have been addressed in literature, their explicit use in the field of acceptance research has not been pursued. Therefore, a new methodology is introduced and first implementations and results are presented and discussed.</p>","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"4 4","pages":"292-307"},"PeriodicalIF":3.1,"publicationDate":"2022-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12042","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44216821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Connecting flying backhauls of unmanned aerial vehicles to enhance vehicular networks with fixed 5G NR infrastructure 连接无人机飞行回程,以固定5G NR基础设施增强车载网络
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-09-15 DOI: 10.1049/smc2.12034
Dalia Popescu, Philippe Jacquet, Bernard Mans
<p>This paper investigates moving networks of Unmanned Aerial Vehicles to extend connectivity and guarantee data rates in the 5G by analysing possible hovering locations based on limitations such as flight time and coverage. The authors provide analytic bounds on the requirements in terms of connectivity extension for vehicular networks served by fixed Enhanced Mobile BroadBand infrastructure, where both vehicular networks and infrastructures are modelled using stochastic and fractal geometry as a model for urban environment. The authors prove that assuming <i>n</i> mobile nodes (distributed according to a hyperfractal distribution of dimension <i>d</i><sub><i>F</i></sub>) and an average of <i>ρ</i> Next Generation NodeB (gNBs), distributed like a hyperfractal of dimension <i>d</i><sub><i>r</i></sub> if <i>ρ</i> = <i>n</i><sup><i>θ</i></sup> with <i>θ</i> > <i>d</i><sub><i>r</i></sub>/4 and letting <i>n</i> tending to infinity (to reflect megalopolis cities), then the average fraction of mobile nodes not covered by a gNB tends to zero like <math> <semantics> <mrow> <mi>O</mi> <mfenced> <msup> <mi>n</mi> <mrow> <mo>−</mo> <mfrac> <mfenced> <mrow> <msub> <mi>d</mi> <mi>F</mi> </msub> <mo>−</mo> <mn>2</mn> </mrow> </mfenced> <msub> <mi>d</mi> <mi>r</mi> </msub> </mfrac> <mfenced> <mrow> <mn>2</mn> <mi>θ</mi> <mo>−</mo> <mfrac> <msub> <mi>d</mi> <mi>r</mi> </msub> <mn>2</mn> </mfrac> </mrow> </mfenced> </mrow> </msup> </mfenced> </mrow> <annotation> $Oleft({n}^{-frac{left({d}_{F}-2right)}{{d}_{r}}left(2theta -frac{{d}_{r}}{2}right)}right)$</annotation> </semantics></math>. Interestingl
本文研究了无人机的移动网络,通过分析基于飞行时间和覆盖范围等限制的可能悬停位置,以扩展连接并保证5G中的数据速率。作者提供了固定增强型移动宽带基础设施服务的车辆网络连接扩展需求的分析边界,其中车辆网络和基础设施都使用随机和分形几何模型作为城市环境模型。证明了假设n个移动节点(按dF维数的超分形分布分布)和ρ下一代节点(gnb)的平均值,如果ρ = nθ与θ &gt分布为dr维数的超分形;Dr /4,让n趋于无穷大(反映大都市),则未被gNB覆盖的移动节点的平均比例趋向于0,如O n−d F−2 d r 2 θ−d r 2 $Oleft({n}^{-frac{left({d}_{F}-2right)}{{d}_{r}}left(2theta -frac{{d}_{r}}{2}right)}right)$。有趣的是,作者证明,连接每个未被gnb覆盖的移动节点所需的无人机的平均数量与孤立的移动节点的数量相当。作者通过证明当θ &lt;Dr /4,覆盖移动节点的比例趋于零。作者提供了关于“无人机车库”的位置的见解,这些游牧基础设施节点的所在地,以最大限度地减少“飞行到覆盖时间”。作者提供了一个快速的程序来选择将成为车库(和存储无人机)的继电器,以尽量减少车库的数量和尽量减少延迟。通过Matlab仿真验证了作者的分析结果。
{"title":"Connecting flying backhauls of unmanned aerial vehicles to enhance vehicular networks with fixed 5G NR infrastructure","authors":"Dalia Popescu,&nbsp;Philippe Jacquet,&nbsp;Bernard Mans","doi":"10.1049/smc2.12034","DOIUrl":"10.1049/smc2.12034","url":null,"abstract":"&lt;p&gt;This paper investigates moving networks of Unmanned Aerial Vehicles to extend connectivity and guarantee data rates in the 5G by analysing possible hovering locations based on limitations such as flight time and coverage. The authors provide analytic bounds on the requirements in terms of connectivity extension for vehicular networks served by fixed Enhanced Mobile BroadBand infrastructure, where both vehicular networks and infrastructures are modelled using stochastic and fractal geometry as a model for urban environment. The authors prove that assuming &lt;i&gt;n&lt;/i&gt; mobile nodes (distributed according to a hyperfractal distribution of dimension &lt;i&gt;d&lt;/i&gt;&lt;sub&gt;&lt;i&gt;F&lt;/i&gt;&lt;/sub&gt;) and an average of &lt;i&gt;ρ&lt;/i&gt; Next Generation NodeB (gNBs), distributed like a hyperfractal of dimension &lt;i&gt;d&lt;/i&gt;&lt;sub&gt;&lt;i&gt;r&lt;/i&gt;&lt;/sub&gt; if &lt;i&gt;ρ&lt;/i&gt; = &lt;i&gt;n&lt;/i&gt;&lt;sup&gt;&lt;i&gt;θ&lt;/i&gt;&lt;/sup&gt; with &lt;i&gt;θ&lt;/i&gt; &gt; &lt;i&gt;d&lt;/i&gt;&lt;sub&gt;&lt;i&gt;r&lt;/i&gt;&lt;/sub&gt;/4 and letting &lt;i&gt;n&lt;/i&gt; tending to infinity (to reflect megalopolis cities), then the average fraction of mobile nodes not covered by a gNB tends to zero like &lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;O&lt;/mi&gt;\u0000 &lt;mfenced&gt;\u0000 &lt;msup&gt;\u0000 &lt;mi&gt;n&lt;/mi&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mo&gt;−&lt;/mo&gt;\u0000 &lt;mfrac&gt;\u0000 &lt;mfenced&gt;\u0000 &lt;mrow&gt;\u0000 &lt;msub&gt;\u0000 &lt;mi&gt;d&lt;/mi&gt;\u0000 &lt;mi&gt;F&lt;/mi&gt;\u0000 &lt;/msub&gt;\u0000 &lt;mo&gt;−&lt;/mo&gt;\u0000 &lt;mn&gt;2&lt;/mn&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;/mfenced&gt;\u0000 &lt;msub&gt;\u0000 &lt;mi&gt;d&lt;/mi&gt;\u0000 &lt;mi&gt;r&lt;/mi&gt;\u0000 &lt;/msub&gt;\u0000 &lt;/mfrac&gt;\u0000 &lt;mfenced&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mn&gt;2&lt;/mn&gt;\u0000 &lt;mi&gt;θ&lt;/mi&gt;\u0000 &lt;mo&gt;−&lt;/mo&gt;\u0000 &lt;mfrac&gt;\u0000 &lt;msub&gt;\u0000 &lt;mi&gt;d&lt;/mi&gt;\u0000 &lt;mi&gt;r&lt;/mi&gt;\u0000 &lt;/msub&gt;\u0000 &lt;mn&gt;2&lt;/mn&gt;\u0000 &lt;/mfrac&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;/mfenced&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;/msup&gt;\u0000 &lt;/mfenced&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt; $Oleft({n}^{-frac{left({d}_{F}-2right)}{{d}_{r}}left(2theta -frac{{d}_{r}}{2}right)}right)$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;. Interestingl","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"4 4","pages":"239-254"},"PeriodicalIF":3.1,"publicationDate":"2022-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12034","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47891038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Communication, sensing, computing and energy harvesting in smart cities 智能城市的通信、传感、计算和能源收集
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-09-12 DOI: 10.1049/smc2.12041
Yusha Liu, Kun Yang

A smart city provides diverse services based on real-time data obtained from different devices deployed in urban areas. These devices are largely battery-powered and widely placed. Therefore, providing continuous energy to these devices and ensuring their efficient sensing and communications are critical for the wide deployment of smart cities. To achieve frequent and effective data exchange, advanced enabling information and communication technology (ICT) infrastructure is in urgent demand. An ideal network in future smart cities should be capable of sensing the physical environment and intelligently mapping the digital world. Therefore, in this paper, we propose design guidelines on how to integrate communications with sensing, computing and/or energy harvesting in the context of smart cities, aiming to offer research insights on developing integrated communications, sensing, computing and energy harvesting (ICSCE) for promoting the development ICT infrastructure in smart cities. To put these four pillars of smart cities together and to take advantage of ever-increasing artificial intelligence (AI) technologies, the authors propose a promising AI-enabled ICSCE architecture by leveraging the digital twin network. The proposed architecture models the physical deep neural network-aided ICSCE system in a virtual space, where offline training is performed by using the collected real-time data from the environment and physical devices.

智慧城市基于城市中部署的不同设备实时获取的数据,提供多样化的服务。这些设备主要由电池供电,并且被广泛放置。因此,为这些设备提供持续的能源并确保其高效的传感和通信对于智能城市的广泛部署至关重要。为了实现频繁和有效的数据交换,迫切需要先进的信息和通信技术基础设施。未来智慧城市的理想网络应该能够感知物理环境,并智能地映射数字世界。因此,在本文中,我们提出了在智慧城市背景下如何将通信与传感、计算和/或能量收集相结合的设计指南,旨在为发展集成通信、传感、计算和能量收集(ICSCE)提供研究见解,以促进智慧城市ICT基础设施的发展。为了将智慧城市的这四大支柱结合在一起,并利用不断增长的人工智能(AI)技术,作者通过利用数字孪生网络提出了一个有前途的人工智能支持的ICSCE架构。所提出的体系结构在虚拟空间中对物理深度神经网络辅助的ICSCE系统进行建模,在虚拟空间中,通过使用从环境和物理设备收集的实时数据进行离线训练。
{"title":"Communication, sensing, computing and energy harvesting in smart cities","authors":"Yusha Liu,&nbsp;Kun Yang","doi":"10.1049/smc2.12041","DOIUrl":"10.1049/smc2.12041","url":null,"abstract":"<p>A smart city provides diverse services based on real-time data obtained from different devices deployed in urban areas. These devices are largely battery-powered and widely placed. Therefore, providing continuous energy to these devices and ensuring their efficient sensing and communications are critical for the wide deployment of smart cities. To achieve frequent and effective data exchange, advanced enabling information and communication technology (ICT) infrastructure is in urgent demand. An ideal network in future smart cities should be capable of sensing the physical environment and intelligently mapping the digital world. Therefore, in this paper, we propose design guidelines on how to integrate communications with sensing, computing and/or energy harvesting in the context of smart cities, aiming to offer research insights on developing integrated communications, sensing, computing and energy harvesting (ICSCE) for promoting the development ICT infrastructure in smart cities. To put these four pillars of smart cities together and to take advantage of ever-increasing artificial intelligence (AI) technologies, the authors propose a promising AI-enabled ICSCE architecture by leveraging the digital twin network. The proposed architecture models the physical deep neural network-aided ICSCE system in a virtual space, where offline training is performed by using the collected real-time data from the environment and physical devices.</p>","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"4 4","pages":"265-274"},"PeriodicalIF":3.1,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12041","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45297068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Smart city technologies from the perspective of technology acceptance 从技术接受度的角度看智慧城市技术
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-08-25 DOI: 10.1049/smc2.12040
Taşkın Dirsehan, Liesbet van Zoonen

Most studies in the literature aim to discuss and examine the technologies in smart cities. Much less is known about the dynamics of their acceptance by citizens. Therefore, we conducted a systematic literature review of studies examining the acceptance of smart city technologies (SCTs), focussing particularly on Technology User Acceptance Models (TAM). Using a novel framework of SCTs based on the technology visibility and citizen interaction, we categorise them as individual-based explicit SCTs, collective-purpose explicit SCTs, digitising SCTs, and infrastructure SCTs. We assess that studies about citizen acceptation of SCTs have been mainly focussed on individual technologies. Also, the review shows that the field is nascent and fragmented, and that a wide variety of variables have been used to predict the adoption of individual-based explicit SCTs, with the classic ones of TAM (perceived use and perceived usefulness) unmistakably being relevant in the smart city context as well. As a result of the fragmentation of the field, our review was not yet able to identify generalisable knowledge about the acceptance of the smart city and its technologies by citizens. We end with some suggestions for future research approaches and designs.

文献中的大多数研究旨在讨论和检查智慧城市中的技术。人们对他们被公民接受的动力知之甚少。因此,我们对智能城市技术(sct)接受度的研究进行了系统的文献综述,特别关注技术用户接受模型(TAM)。我们使用基于技术可见性和公民互动的新sct框架,将其分类为基于个人的显式sct,集体目的的显式sct,数字化sct和基础设施sct。我们认为,关于公民接受sct的研究主要集中在个人技术上。此外,该综述还显示,该领域尚处于萌芽阶段,且支离破碎,并且已经使用了各种各样的变量来预测基于个人的明确sct的采用,而TAM(感知使用和感知有用性)的经典变量显然也与智慧城市背景相关。由于该领域的碎片化,我们的审查尚未能够确定有关市民对智慧城市及其技术的接受程度的一般知识。最后,对未来的研究方法和设计提出了一些建议。
{"title":"Smart city technologies from the perspective of technology acceptance","authors":"Taşkın Dirsehan,&nbsp;Liesbet van Zoonen","doi":"10.1049/smc2.12040","DOIUrl":"10.1049/smc2.12040","url":null,"abstract":"<p>Most studies in the literature aim to discuss and examine the technologies in smart cities. Much less is known about the dynamics of their acceptance by citizens. Therefore, we conducted a systematic literature review of studies examining the acceptance of smart city technologies (SCTs), focussing particularly on Technology User Acceptance Models (TAM). Using a novel framework of SCTs based on the technology visibility and citizen interaction, we categorise them as individual-based explicit SCTs, collective-purpose explicit SCTs, digitising SCTs, and infrastructure SCTs. We assess that studies about citizen acceptation of SCTs have been mainly focussed on individual technologies. Also, the review shows that the field is nascent and fragmented, and that a wide variety of variables have been used to predict the adoption of individual-based explicit SCTs, with the classic ones of TAM (perceived use and perceived usefulness) unmistakably being relevant in the smart city context as well. As a result of the fragmentation of the field, our review was not yet able to identify generalisable knowledge about the acceptance of the smart city and its technologies by citizens. We end with some suggestions for future research approaches and designs.</p>","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"4 3","pages":"197-210"},"PeriodicalIF":3.1,"publicationDate":"2022-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12040","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44507833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
A trust-based mechanism for drones in smart cities 智能城市中无人机的信任机制
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-08-17 DOI: 10.1049/smc2.12039
Geetanjali Rathee, Akshay Kumar, Chaker Abdelaziz Kerrache, Razi Iqbal

Smart cities equipped with intelligent devices can enhance the lifestyle and quality of humans by automatically and collaboratively acting as a sustainable resource to the ecosystem. In addition, the technological advancement can be further empowered by interconnecting various types of technologies, such as IoT, Artificial Intelligence, drones and robotics which will clearly improve the Quality of Services, energy efficiency and connectivity to the overall system. The integration of drones hovering over smart cities with the other devices in the smart city network brings a lot of benefits. However, it can also lead to various security and privacy concerns in the network. The aim of this article is to put forward a secure and safe smart city communication environment by proposing a trust establishment scheme for the ad hoc Unmanned Aerial Vehicles network. In which, malicious devices can be traced and blocked by analysing and evaluating their historical interactions within the system and calculating their trust values. A behaviour-based and local trust value scheme is used to analyse the trust of each communicating device that is further associated with a blockchain distributed ledger. The proposed mechanism is measured over various networking and security metrics, including throughput, latency, accuracy and block updating compared to the existing state-of-the-art solutions.

配备智能设备的智慧城市可以通过自动协作作为生态系统的可持续资源来提高人类的生活方式和质量。此外,通过互联各种技术,如物联网、人工智能、无人机和机器人技术,可以进一步推动技术进步,这将明显提高服务质量、能源效率和整个系统的连通性。在智慧城市上空盘旋的无人机与智慧城市网络中的其他设备的融合带来了很多好处。然而,它也可能导致网络中的各种安全和隐私问题。本文的目的是通过提出一种自组网无人机网络信任建立方案,构建一个安全可靠的智慧城市通信环境。其中,可以通过分析和评估恶意设备在系统内的历史交互并计算其信任值来跟踪和阻止恶意设备。使用基于行为的本地信任值方案来分析与区块链分布式账本进一步关联的每个通信设备的信任。与现有的最先进的解决方案相比,所提议的机制通过各种网络和安全指标进行测量,包括吞吐量、延迟、准确性和块更新。
{"title":"A trust-based mechanism for drones in smart cities","authors":"Geetanjali Rathee,&nbsp;Akshay Kumar,&nbsp;Chaker Abdelaziz Kerrache,&nbsp;Razi Iqbal","doi":"10.1049/smc2.12039","DOIUrl":"10.1049/smc2.12039","url":null,"abstract":"<p>Smart cities equipped with intelligent devices can enhance the lifestyle and quality of humans by automatically and collaboratively acting as a sustainable resource to the ecosystem. In addition, the technological advancement can be further empowered by interconnecting various types of technologies, such as IoT, Artificial Intelligence, drones and robotics which will clearly improve the Quality of Services, energy efficiency and connectivity to the overall system. The integration of drones hovering over smart cities with the other devices in the smart city network brings a lot of benefits. However, it can also lead to various security and privacy concerns in the network. The aim of this article is to put forward a secure and safe smart city communication environment by proposing a trust establishment scheme for the ad hoc Unmanned Aerial Vehicles network. In which, malicious devices can be traced and blocked by analysing and evaluating their historical interactions within the system and calculating their trust values. A behaviour-based and local trust value scheme is used to analyse the trust of each communicating device that is further associated with a blockchain distributed ledger. The proposed mechanism is measured over various networking and security metrics, including throughput, latency, accuracy and block updating compared to the existing state-of-the-art solutions.</p>","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"4 4","pages":"255-264"},"PeriodicalIF":3.1,"publicationDate":"2022-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12039","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48950919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A hybrid assessment framework for human-centred sustainable smart campus: A case study on COVID-19 impact 以人为本的可持续智慧校园混合评估框架:COVID-19影响案例研究
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-08-09 DOI: 10.1049/smc2.12038
Christine Yip, Yuchen Zhang, Erwan Lu, Zhao Yang Dong

The continuous development of modern information and communication technologies is driving the smart revolution in the global education system. The outbreak of the COVID-19 pandemic has recently posed unprecedented challenges to educational institutes. The education informatisation technologies are playing a vital role to ensure the continuity and enhance the performance of education during the pandemic, which accelerates the integration of cutting-edge technologies and thus the overall development of the smart campus. Alongside the technological advancement, the existing studies indicate that the success of smart campus development mainly depends on three key dimensions: technology capability, sustainability, and student health and well-being. However, the state-of-the-art assessment on smart campus are mostly unilaterally dependent but lack a balanced evaluation of the three dimensions. To bridge this gap, this paper proposes a hybrid assessment framework that integrates all three key aspects, aiming to provide a multi-dimensional view of campus smartness for human-centred sustainable development. The smart campus assessment index resulting from the proposed framework is constructed under a limiting factor formulation to jointly model the individual contributions from the three dimensions as well as their trade-off relationship. The contribution from each dimension is the weighted normalised sum of a set of precisely selected indicators. A case study is also conducted on the historical data of a US university to investigate the effectiveness of the proposed framework and the assessment index in response to the COVID-19 pandemic, which also demonstrates the rationality of the hybrid framework for smart campus assessment.

现代信息通信技术的不断发展正在推动全球教育体系的智能革命。最近,新冠肺炎疫情给教育机构带来了前所未有的挑战。疫情期间,教育信息化技术在保障教育连续性和提高教育绩效方面发挥着至关重要的作用,加快了前沿技术的融合,从而促进了智慧校园的全面发展。除了技术进步,现有研究表明,智慧校园发展的成功主要取决于三个关键维度:技术能力、可持续性和学生健康与福祉。然而,目前对智慧校园的评估大多是片面的,缺乏对三个维度的平衡评估。为了弥补这一差距,本文提出了一个混合评估框架,该框架整合了所有三个关键方面,旨在为以人为本的可持续发展提供校园智慧的多维视图。基于该框架构建的智慧校园评价指标采用限制因子公式,对三个维度的个体贡献及其权衡关系进行综合建模。每个维度的贡献是一组精确选择的指标的加权归一化和。并以美国一所大学的历史数据为例,考察了所提出的框架和评估指标在应对新冠肺炎疫情中的有效性,也证明了混合框架用于智慧校园评估的合理性。
{"title":"A hybrid assessment framework for human-centred sustainable smart campus: A case study on COVID-19 impact","authors":"Christine Yip,&nbsp;Yuchen Zhang,&nbsp;Erwan Lu,&nbsp;Zhao Yang Dong","doi":"10.1049/smc2.12038","DOIUrl":"10.1049/smc2.12038","url":null,"abstract":"<p>The continuous development of modern information and communication technologies is driving the smart revolution in the global education system. The outbreak of the COVID-19 pandemic has recently posed unprecedented challenges to educational institutes. The education informatisation technologies are playing a vital role to ensure the continuity and enhance the performance of education during the pandemic, which accelerates the integration of cutting-edge technologies and thus the overall development of the smart campus. Alongside the technological advancement, the existing studies indicate that the success of smart campus development mainly depends on three key dimensions: technology capability, sustainability, and student health and well-being. However, the state-of-the-art assessment on smart campus are mostly unilaterally dependent but lack a balanced evaluation of the three dimensions. To bridge this gap, this paper proposes a hybrid assessment framework that integrates all three key aspects, aiming to provide a multi-dimensional view of campus smartness for human-centred sustainable development. The smart campus assessment index resulting from the proposed framework is constructed under a limiting factor formulation to jointly model the individual contributions from the three dimensions as well as their trade-off relationship. The contribution from each dimension is the weighted normalised sum of a set of precisely selected indicators. A case study is also conducted on the historical data of a US university to investigate the effectiveness of the proposed framework and the assessment index in response to the COVID-19 pandemic, which also demonstrates the rationality of the hybrid framework for smart campus assessment.</p>","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"4 3","pages":"184-196"},"PeriodicalIF":3.1,"publicationDate":"2022-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12038","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41904783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
‘Hot cities’ and rapid growth; experiences and responses of urban planning departments “热点城市”和快速增长;城市规划部门的经验与应对
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-08-07 DOI: 10.1049/smc2.12037
Robert Hammarberg, Linda Highfield, Gretchen Walton, Paige Wermuth, Ann Bowman

It is presumed that rapidly growing ‘hot cities’ adapt their planning and operations to meet their evolving population's needs. These presumptions inspired the development of the following mixed-method, convergent parallel study. Data from urban planning officials across nine rapidly growing ‘hot cities’ were collected through pre-interview surveys and qualitative key-informant interviews. Thematic analysis was used to identify salient issues regarding awareness and perception of rapid population growth and the resulting response from their departments. Results indicate two main themes; Multidimensional Strain and Mitigation Strategies describe city experiences with rapid population growth effects and response. Across cities, urban planners expressed similar experiences of stress on land usage, housing, transportation, programing, and service delivery. Similar response patterns included evaluation and innovation of growth management strategies, enhanced collaboration, and equity considerations. This snapshot of rapid population growth repercussions and current city mitigation strategies may have future implications for public health and urban planning administrators in practice. Results shared also indicate how population data use and sharing can support Mitigation Strategies and impact community health.

据推测,快速发展的“热点城市”调整其规划和运营以满足其不断变化的人口需求。这些假设启发了以下混合方法的发展,收敛平行研究。数据来自9个快速发展的“热点城市”的城市规划官员,通过访谈前调查和定性关键信息提供者访谈收集。专题分析用于查明关于认识和认识人口迅速增长的突出问题及其部门的反应。结果表明两个主要主题;多维应变和缓解战略描述了具有快速人口增长效应和响应的城市经验。在各个城市,城市规划者在土地使用、住房、交通、规划和服务提供方面都表达了类似的压力。类似的反应模式包括增长管理战略的评估和创新、加强合作和公平考虑。人口快速增长的影响和当前城市缓解战略的概述可能对公共卫生和城市规划管理人员在实践中产生未来的影响。共享的结果还表明,人口数据的使用和共享如何能够支持缓解战略并影响社区卫生。
{"title":"‘Hot cities’ and rapid growth; experiences and responses of urban planning departments","authors":"Robert Hammarberg,&nbsp;Linda Highfield,&nbsp;Gretchen Walton,&nbsp;Paige Wermuth,&nbsp;Ann Bowman","doi":"10.1049/smc2.12037","DOIUrl":"10.1049/smc2.12037","url":null,"abstract":"<p>It is presumed that rapidly growing ‘hot cities’ adapt their planning and operations to meet their evolving population's needs. These presumptions inspired the development of the following mixed-method, convergent parallel study. Data from urban planning officials across nine rapidly growing ‘hot cities’ were collected through pre-interview surveys and qualitative key-informant interviews. Thematic analysis was used to identify salient issues regarding awareness and perception of rapid population growth and the resulting response from their departments. Results indicate two main themes; Multidimensional Strain and Mitigation Strategies describe city experiences with rapid population growth effects and response. Across cities, urban planners expressed similar experiences of stress on land usage, housing, transportation, programing, and service delivery. Similar response patterns included evaluation and innovation of growth management strategies, enhanced collaboration, and equity considerations. This snapshot of rapid population growth repercussions and current city mitigation strategies may have future implications for public health and urban planning administrators in practice. Results shared also indicate how population data use and sharing can support Mitigation Strategies and impact community health.</p>","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"4 3","pages":"175-183"},"PeriodicalIF":3.1,"publicationDate":"2022-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12037","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44964904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Smart city indexes, criteria, indicators and rankings: An in-depth investigation and analysis 智慧城市指数、标准、指标和排名:深入调查和分析
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-07-13 DOI: 10.1049/smc2.12036
Chai Keong Toh

There are many indexes and ranking bodies on Smart Cities. However, most of these rankings have their own specific evaluation criteria and ranking methodologies. Currently, there are no uniformly and universally accepted methods for comprehensive and fair evaluation of smart cities. This is a problem as no ranking is widely accepted and universally agreed upon. This not only creates chaos but also confusion as to what indexes to follow. In this paper, 6 current smart city indexes (IMD-SUTD Smart City Index, AT Kearney Global Cities Index, IESE Cities in Motion Index, EasyPark Cities of the Future Index, Mori-Foundation Global Power City Index and Smart EcoCity Index) produced by major organisations are examined, discussed, and compared. Commonalities and differences are highlighted, revealing insights into the accuracy, comprehensiveness, shortcomings, acceptance and usage of these indexes and rankings. Finally, new evaluation factors are suggested and the rationale behind them are provided, in addition to the essential 8 criteria of economy, governance, technology, health, transport, environment, living and sustainability.

智慧城市有很多指数和排名机构。然而,大多数排名都有自己特定的评估标准和排名方法。目前,对智慧城市进行全面、公正的评价还没有统一、普遍接受的方法。这是一个问题,因为没有一个排名是被广泛接受和普遍同意的。这不仅会造成混乱,还会让人不知道应该遵循哪些索引。本文对主要组织编制的6个当前智慧城市指数(IMD-SUTD智慧城市指数、AT Kearney全球城市指数、IESE动态城市指数、EasyPark未来城市指数、mori基金会全球电力城市指数和智能生态城市指数)进行了检查、讨论和比较。突出了这些指标和排名的共性和差异,揭示了这些指标和排名的准确性、全面性、缺点、接受度和使用情况。最后,除了经济、治理、技术、健康、交通、环境、生活和可持续性这8个基本标准外,还提出了新的评价因素,并提供了其背后的基本原理。
{"title":"Smart city indexes, criteria, indicators and rankings: An in-depth investigation and analysis","authors":"Chai Keong Toh","doi":"10.1049/smc2.12036","DOIUrl":"10.1049/smc2.12036","url":null,"abstract":"<p>There are many indexes and ranking bodies on Smart Cities. However, most of these rankings have their own specific evaluation criteria and ranking methodologies. Currently, there are no uniformly and universally accepted methods for comprehensive and fair evaluation of smart cities. This is a problem as no ranking is widely accepted and universally agreed upon. This not only creates chaos but also confusion as to what indexes to follow. In this paper, 6 current smart city indexes (IMD-SUTD Smart City Index, AT Kearney Global Cities Index, IESE Cities in Motion Index, EasyPark Cities of the Future Index, Mori-Foundation Global Power City Index and Smart EcoCity Index) produced by major organisations are examined, discussed, and compared. Commonalities and differences are highlighted, revealing insights into the accuracy, comprehensiveness, shortcomings, acceptance and usage of these indexes and rankings. Finally, new evaluation factors are suggested and the rationale behind them are provided, in addition to the essential 8 criteria of economy, governance, technology, health, transport, environment, living and sustainability.</p>","PeriodicalId":34740,"journal":{"name":"IET Smart Cities","volume":"4 3","pages":"211-228"},"PeriodicalIF":3.1,"publicationDate":"2022-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/smc2.12036","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45099855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
期刊
IET Smart Cities
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1