Article(id=1242137096744411161, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242137080814449544, articleNumber=null, orderNo=11, doi=10.3981/j.issn.1000-7857.2018.18.008, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1530288000000, receivedDateStr=2018-06-30, revisedDate=1533225600000, revisedDateStr=2018-08-03, acceptedDate=null, acceptedDateStr=null, onlineDate=1538296372547, onlineDateStr=2018-09-30, pubDate=1538064000000, pubDateStr=2018-09-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1538296372547, onlineIssueDateStr=2018-09-30, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774078161652, creator=sys-migrate, updateTime=1774078161652, updator=sys-migrate, issue=Issue{id=1242137080814449544, tenantId=1146029695717560320, journalId=1146031591421210625, year='2018', volume='36', issue='18', pageStart='1', pageEnd='108', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774078157853, creator=sys-migrate, updateTime=1774078157853, updator=sys-migrate, preIssue=null, nextIssue=null, ext=null, issueFiles=null}, startPage=71, endPage=80, ext={EN=ArticleExt(id=1242137102536745019, articleId=1242137096744411161, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=Spatiotemporal characteristics of bike-sharing: An empirical study of Tianhe District, Guangzhou, columnId=1242137087756018661, journalTitle=Science & Technology Review, columnName=Exclusive: Smart City, runingTitle=null, highlight=null, articleAbstract=With the prevalence of smart city, big data and sharing economy, bike-sharing as a mode of transport to lessen carbon dioxide, promote public health, and solve the problem of the first/last mile connection to other transition modes has been popular in China since 2008. This paper conducts a spatiotemporal analysis of bike-sharing in areas under different land uses, especially the commercial area, in Tianhe district, Guangzhou. The data used in this project consist of over 267 thousand sharing bikes recorded on two weekdays plus one weekend in October and November, 2017. Line tracking and density analysis tools are used in the geographic information system to simulate cycling tracks and carry out a spatial visualization analysis of different time and distance distributions of cycling flows during the day. Results show that, in the time aspect, travel of bike-sharing on weekdays happens mainly in the morning rush hours, while travel at the weekend could be more dispersed. In the space distribution aspect, sharing bikes on weekdays are centrally distributed along the Guangyuan expressway while at weekends, bicycles tend to spread out in the periphery, especially the Tianhe road and Zhujiang New Town trading area. The sharing-bikes in the commercial area are characterized by low turnover rate as well as low usage. The paper suggests that the future allocation of sharing bikes should meet the spatiotemporal characteristics of cycling. The present findings could be useful for bike-sharing enterprises and the authority who want to promote the use of sharing bikes, lower marginal operating costs and further encourage the practice of human-oriented planning that addresses citizens' everyday experience and quality of life., correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=t++HZtf1dqAR3ycp4vlW0Q==, pdfFileSize=5816540, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=School of Architecture, State Key Laboratory of Subtropical Building Science, South China University of Technology, Guangzhou 510641, China, fund=null, authors=WEI Zongcai, MO Haitong, LIU Yuting, authorsList=WEI Zongcai, MO Haitong, LIU Yuting), CN=ArticleExt(id=1242137101035189155, articleId=1242137096744411161, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=面向智慧城市的共享单车出行时空间特征研究——以广州天河中心区为例, columnId=1242137083922428814, journalTitle=科技导报, columnName=专题:智慧城市, runingTitle=null, highlight=null, articleAbstract=信息通信技术的快速发展和广泛使用推动了智慧城市的发展,变革了市民的生产和生活方式。如何基于智慧技术,精准识别社会需求,实现供需的匹配,是智慧城市研究的新内容。近年来出现的共享单车作为一种便捷、高效、绿色的新型出行方式,普及度较高,但相关研究成果较少。以天河中央商务区(CBD)为研究范围,基于对研究范围内的共享单车在工作日和休息日的分布和使用情况的分析,重点探究天河北、天河路、珠江新城等商业金融区的单车流动强度和出行的时空间特征。研究发现,在时间分布方面,共享单车在工作日的出行具有早高峰特征;而在休息日,共享单车全天的出行较为平均,高峰使用时段集中在午间和下午,拥有更高的使用效率。在空间分布方面,工作日共享单车的出行集中在广园快速路沿线的交通枢纽和教育科研功能区;而在休息日,单车则散布在外围的地区,出行轨迹主要分布在中部的天河路商圈和南部的珠江新城商圈。同时,单车在商业金融区整体呈现低流动、低使用的特征,而共享单车出行密度较高的区域流动强度依然较低,建议进一步通过构建智能反馈系统对单车的分布情况、流动性和用户出行的情况进行实时监控,为科学、合理的单车调配提供参考,并为共享单车的调配布局提出优化策略。, correspAuthors=null, authorNote=魏宗财,助理研究员,研究方向为智慧城市、住房与社区规划,电子信箱:weizongcai@scut.edu.cn, correspAuthorsNote=刘玉亭(通信作者),教授,研究方向为城市贫困、社区规划,电子信箱:ytliu@scut.edu.cn, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=nHL6NTsSHPwJoFnLJzEvTg==, pdfFileSize=5816540, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=华南理工大学建筑学院, 亚热带建筑科学国家重点实验室, 广州 510641, fund=国家自然科学基金项目(41801150,41801161,41771175);广东省哲学社会科学"十三五"规划项目(GD17YGL01);广州市哲学社会科学规划课题(2018GZQN09);亚热带建筑科学国家重点实验室开放课题(2018ZB13), authors=魏宗财, 莫海彤, 刘玉亭, authorsList=魏宗财, 莫海彤, 刘玉亭)}, authors=null, keywords=[Keyword(id=1242137100263437214, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137096744411161, language=CN, orderNo=1, keyword=共享单车), Keyword(id=1242137100347323294, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137096744411161, language=CN, orderNo=1, keyword=时空间特征), Keyword(id=1242137100456375199, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137096744411161, language=CN, orderNo=1, keyword=智慧城市), Keyword(id=1242137102226366520, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137096744411161, language=EN, orderNo=1, keyword=bike-sharing system), Keyword(id=1242137102301863993, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137096744411161, language=EN, orderNo=1, keyword=spatiotemporal characteristics), Keyword(id=1242137102381555770, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137096744411161, language=EN, orderNo=1, keyword=smart city)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=aEuqdCNQUjPEKa3rm5A/8Q==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1754267492363, createdBy=null, updatedBy=13701087609, firstLetterCn=S, firstLetterEn=S, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=aEuqdCNQUjPEKa3rm5A/8Q==, picEn=4AIQ9/oc3H8lvjeELJ6WWw==, jcr=null, cjcr=null, exts=[JournalExt(id=1159045127382855686, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=null, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1754267492385, updatedTime=1754267492385, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1159045127433187335, language=EN, name=Science & Technology Review, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=null, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/EN/home, createdTime=1754267492398, updatedTime=1754267492398, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=0, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=aEuqdCNQUjPEKa3rm5A/8Q==, journalPhotoEn=4AIQ9/oc3H8lvjeELJ6WWw==, journalFirstLetter=S, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=null, provinceCode=null, provinceName=null, collectFlag=false), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2018.18.008, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/10.3981/j.issn.1000-7857.2018.18.008, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/10.3981/j.issn.1000-7857.2018.18.008, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/10.3981/j.issn.1000-7857.2018.18.008, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, reference=null)
收藏切换
面向智慧城市的共享单车出行时空间特征研究——以广州天河中心区为例
收藏切换
PDF下载
科技导报 | 专题:智慧城市 2018,36(18): 71-80
收起
收藏切换
科技导报 | 专题:智慧城市 2018, 36(18): 71-80
面向智慧城市的共享单车出行时空间特征研究——以广州天河中心区为例
全屏
魏宗财, 莫海彤, 刘玉亭
作者信息
    华南理工大学建筑学院, 亚热带建筑科学国家重点实验室, 广州 510641

通讯作者:

刘玉亭(通信作者),教授,研究方向为城市贫困、社区规划,电子信箱:ytliu@scut.edu.cn
Spatiotemporal characteristics of bike-sharing: An empirical study of Tianhe District, Guangzhou
Affiliations
出版时间: 2018-09-28 doi: 10.3981/j.issn.1000-7857.2018.18.008
文章导航
收藏切换
信息通信技术的快速发展和广泛使用推动了智慧城市的发展,变革了市民的生产和生活方式。如何基于智慧技术,精准识别社会需求,实现供需的匹配,是智慧城市研究的新内容。近年来出现的共享单车作为一种便捷、高效、绿色的新型出行方式,普及度较高,但相关研究成果较少。以天河中央商务区(CBD)为研究范围,基于对研究范围内的共享单车在工作日和休息日的分布和使用情况的分析,重点探究天河北、天河路、珠江新城等商业金融区的单车流动强度和出行的时空间特征。研究发现,在时间分布方面,共享单车在工作日的出行具有早高峰特征;而在休息日,共享单车全天的出行较为平均,高峰使用时段集中在午间和下午,拥有更高的使用效率。在空间分布方面,工作日共享单车的出行集中在广园快速路沿线的交通枢纽和教育科研功能区;而在休息日,单车则散布在外围的地区,出行轨迹主要分布在中部的天河路商圈和南部的珠江新城商圈。同时,单车在商业金融区整体呈现低流动、低使用的特征,而共享单车出行密度较高的区域流动强度依然较低,建议进一步通过构建智能反馈系统对单车的分布情况、流动性和用户出行的情况进行实时监控,为科学、合理的单车调配提供参考,并为共享单车的调配布局提出优化策略。
共享单车  /  时空间特征  /  智慧城市
With the prevalence of smart city, big data and sharing economy, bike-sharing as a mode of transport to lessen carbon dioxide, promote public health, and solve the problem of the first/last mile connection to other transition modes has been popular in China since 2008. This paper conducts a spatiotemporal analysis of bike-sharing in areas under different land uses, especially the commercial area, in Tianhe district, Guangzhou. The data used in this project consist of over 267 thousand sharing bikes recorded on two weekdays plus one weekend in October and November, 2017. Line tracking and density analysis tools are used in the geographic information system to simulate cycling tracks and carry out a spatial visualization analysis of different time and distance distributions of cycling flows during the day. Results show that, in the time aspect, travel of bike-sharing on weekdays happens mainly in the morning rush hours, while travel at the weekend could be more dispersed. In the space distribution aspect, sharing bikes on weekdays are centrally distributed along the Guangyuan expressway while at weekends, bicycles tend to spread out in the periphery, especially the Tianhe road and Zhujiang New Town trading area. The sharing-bikes in the commercial area are characterized by low turnover rate as well as low usage. The paper suggests that the future allocation of sharing bikes should meet the spatiotemporal characteristics of cycling. The present findings could be useful for bike-sharing enterprises and the authority who want to promote the use of sharing bikes, lower marginal operating costs and further encourage the practice of human-oriented planning that addresses citizens' everyday experience and quality of life.
bike-sharing system  /  spatiotemporal characteristics  /  smart city
魏宗财, 莫海彤, 刘玉亭. 面向智慧城市的共享单车出行时空间特征研究——以广州天河中心区为例. 科技导报, 2018 , 36 (18) : 71 -80 . DOI: 10.3981/j.issn.1000-7857.2018.18.008
WEI Zongcai, MO Haitong, LIU Yuting. Spatiotemporal characteristics of bike-sharing: An empirical study of Tianhe District, Guangzhou[J]. Science & Technology Review, 2018 , 36 (18) : 71 -80 . DOI: 10.3981/j.issn.1000-7857.2018.18.008
2018年第36卷第18期
PDF下载
437
109
引用本文
BibTeX
文章信息
doi: 10.3981/j.issn.1000-7857.2018.18.008
  • 接收时间:2018-06-30
  • 首发时间:2018-09-30
  • 出版时间:2018-09-28
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期:2018-06-30
  • 修回日期:2018-08-03
基金
作者信息

通讯作者:

刘玉亭(通信作者),教授,研究方向为城市贫困、社区规划,电子信箱:ytliu@scut.edu.cn
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2018.18.008
分享至
全文二维码

扫描看全文

引用本文
BibTeX
本文的引用情况
2种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏