地理研究 ›› 2020, Vol. 39 ›› Issue (7): 1450-1462.doi: 10.11821/dlyj020200329
王姣娥1,2, 杜德林1,2, 魏冶3, 杨浩然4,5
收稿日期:
2019-04-19
修回日期:
2020-06-14
出版日期:
2020-07-20
发布日期:
2020-09-20
作者简介:
王姣娥(1981-),女,湖南涟源人,研究员,博士生导师,研究方向为交通地理与区域发展等。E-mail: wangje@igsnrr.ac.cn
基金资助:
WANG Jiaoe1,2, DU Delin1,2, WEI Ye3, YANG Haoran4,5
Received:
2019-04-19
Revised:
2020-06-14
Online:
2020-07-20
Published:
2020-09-20
摘要:
研究新冠肺炎疫情的空间扩散过程与模式对于防疫抗疫资源的合理配置、突发公共卫生事件的管理与应对以及未来公共卫生体系的完善具有重要意义。本文综合时间和空间尺度,从地理学视角研究了新冠肺炎疫情的城际空间扩散过程,归纳总结扩散模式,并揭示了其影响因素。研究发现:新冠肺炎疫情在中国的发展主要经历了6个阶段,并在空间上表现出邻近扩散、迁移扩散、等级扩散和廊道扩散等地理模式;地理邻近性、人口流动、人口规模、交通网络、疫情防控管理等因素对疫情的空间扩散具有显著影响。新冠肺炎疫情的空间扩散过程和模式一定程度上是“流空间”网络下人类社会经济活动空间组织模式的一种反映,与地理邻近性、社会经济联系的跨区域性及人类活动的时空规律等密切相关。本研究以期为世界各国的疫情防控措施制定提供参考,也为中国未来应对公共卫生应急风险提供经验借鉴。
王姣娥, 杜德林, 魏冶, 杨浩然. 新冠肺炎疫情的空间扩散过程与模式研究[J]. 地理研究, 2020, 39(7): 1450-1462.
WANG Jiaoe, DU Delin, WEI Ye, YANG Haoran. The development of COVID-19 in China: Spatial diffusion and geographical pattern[J]. GEOGRAPHICAL RESEARCH, 2020, 39(7): 1450-1462.
[1] | World Health Organization (WHO). WHO director-general's opening remarks at the media briefing on COVID-19-11 March 2020.(2020-03-11) [2020-04-19]. https://www.who.int/zh/dg/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing-on-covid-19-11-march-2020. |
[2] |
World Health Organization (WHO). Situation report. (2020-04-08) [2020-04-19] https://www.who.int/docs/default-source/coronaviruse/situation-reports20200408-sitrep-79-covid-19.pdf.
pmid: 12313936 |
[3] | 王霞, 唐三一, 陈勇, 等. 新型冠状病毒肺炎疫情下武汉及周边地区何时复工?. 数据驱动的网络模型分析. 中国科学: 数学, 2020,50:1-10. |
[ Wang Xia, Tang Sanyi, Chen Yong, et al. When will be the resumption of work in Wuhan and its surrounding areas during COVID-19 epidemic? A data-driven network modeling analysis. Scientia Sinica Mathematica, 2020,50:1-10.] | |
[4] | 严阅, 陈瑜, 刘可伋, 等. 基于一类时滞动力学系统对新型冠状病毒肺炎疫情的建模和预测. 中国科学: 数学, 2020,50(3):1-8. |
[ Yan Yue, Chen Yu, Liu Keji, et al. Modeling and prediction for the trend of outbreak of NCP based on a time-delay dynamic system. Scientia Sinica Mathematica, 2020,50(3):1-8.] | |
[5] | 喻孜, 张贵清, 刘庆珍, 等. 基于时变参数-SIR模型的2019-nCoV疫情评估和预测. 电子科技大学学报, (2020-02-10) [2020-04-19]. doi: 10.12178/1001-0548.2020027. |
[ Yu Zi, Zhang Guiqing, Liu Qingzhen, et al. The outbreak assessment and prediction of 2019-nCoV based on time-varying SIR model. Journal of University of Electronic Science and Technology of China. (2020-02-10) [2020-04-19]. doi: 10.12178/1001-0548.2020027.] | |
[6] |
Zhao S L, Chen H. Modeling the epidemic dynamics and control of COVID-19 outbreak in China. medRxiv. (2020-02-27) [2020-04-19]. doi: 10.1101/2020.02.27.20028639.
doi: 10.1101/2020.06.17.20134114 pmid: 32588001 |
[7] |
Batista M. Estimation of the final size of the COVID-19 epidemic. medRxiv.(2020-02-28) [2020-04-19]. doi: 10.1101/2020.02.16.20023606. 2020-2-16.
doi: 10.1101/2020.06.17.20134114 pmid: 32588001 |
[8] |
Yuan H Y, Hossain M P, Tsegaye M M, et al. Estimating the risk on outbreak spreading of 2019-nCoV in China using transportation data. medRxiv.(2020-02-01) [2020-04-19]. doi: 10.1101/2020.02.01.20019984.
doi: 10.1101/2020.06.17.20134114 pmid: 32588001 |
[9] |
Ai S, Zhu G, Tian F, et al. Population movement, city closure and spatial transmission of the 2019-nCoV infection in China. medRxiv.(2020-02-04) [2020-04-19]. doi: 10.1101/2020.02.04.20020339.
doi: 10.1101/2020.06.17.20134114 pmid: 32588001 |
[10] |
Du Z, Wang L, Cauchemez S, et al. Risk for transportation of 2019 novel coronavirus (COVID-19) from Wuhan to cities in China. medRxiv.(2020-01-28) [2020-04-19]. doi: 10.1101/2020.01.28.20019299.
doi: 10.1101/2020.06.17.20134114 pmid: 32588001 |
[11] | 周成虎, 裴韬, 杜云艳, 等. 新冠肺炎疫情大数据分析与区域防控政策建议. 中国科学院院刊, 2020,35(2):200-203. |
[ Zhou Chenghu, Pei Tao, Du Yunyan, et al. Big data analysis on COVID-19 epidemic and suggestions on regional prevention and control policy. Bulletin of Chinese Academy of Sciences, 2020,35(2):200-203.] | |
[12] |
曹春香, 李小文, 闫琇, 等. 地理空间信息与SARS疫情走势. 遥感学报, 2003,7(4):241-244.
doi: 10.11834/jrs.20030401 |
[ Cao Chunxiang, Li Xiaowen, Yan Xiu, et al. Geo-spatial information and analysis of SARS spread trend. Journal of Remote Sensing, 2003,7(4):241-244.]
doi: 10.11834/jrs.20030401 |
|
[13] |
Muniz-Rodriguez K, Chowell G, Cheung C H, et al. Epidemic doubling time of the COVID-19 epidemic by Chinese province. medRxiv, (2020-02-05) [2020-04-19]. doi: 10.1101/2020.02.05.20020750.
doi: 10.1101/2020.06.17.20134114 pmid: 32588001 |
[14] |
Brooks C P, Antonovics J, Keitt T H. Spatial and temporal heterogeneity explain disease dynamics in a spatially explicit network model. The American Naturalist, 2008,172(2):149-159.
doi: 10.1086/589451 pmid: 18662121 |
[15] | 顾朝林, 朱杰, 孙一飞, 等. 新冠肺炎疫情拐点或已越过. (2020-02-15) [2020-04-19]. https: //mp.weixin.qq.com/s/TdOyvk9an7sdiugEWD8oyA. |
[ Gu Chaolin, Zhu Jie, Sun Yifei, et al. (2020-02-15) [2020-04-19]. The tipping point of covid-19 may have been passed. https://mp.weixin.qq.com/s/TdOyvk9an7sdiugEWD8oyA.] | |
[16] |
曹志冬, 王劲峰, 高一鸽, 等. 广州SARS流行的空间风险因子与空间相关性特征. 地理学报, 2008,63(9):981-993.
doi: 10.11821/xb200809008 |
[ Cao Zhidong, Wang Jinfeng, Gao Yige, et al. Risk factor s and autocorrelation characteristics on severe acute respiratory syndrome in Guangzhou. Acta Geoggraphica Sinica, 2008,63(9):981-993.]
doi: 10.11821/xb200809008 |
|
[17] | 曹志冬, 王劲峰, 高一鸽, 等. 广州SARS流行过程的空间模式与分异特征. 地理研究, 2008,27(5):1139-1149. |
[ Cao Zhidong, Wang Jinfeng, Gao Yige, et al. Spatial pattern and heterogeneity risk of severe acute respiratory syndrome epidemic in Guangzhou. Geographical Research, 2008,27(5):1139-1149.] | |
[18] | 裴韬, 舒华, 郭思慧, 等. 地理流的空间模式: 概念与分类. 地球信息科学学报, 2020,22(1):30-40. |
[ Pei Tao, Shu Hua, Guo Sihui, et al. The concept and classification of spatial patterns of geographical flow. Journal of Geo-information Science, 2020,22(1):30-40.] | |
[19] |
Castells M. Globalisation, networking, urbanisation: Reflections on the spatial dynamics of the information age. Urban Studies, 2010,47(13):2737-2745.
doi: 10.1177/0042098010377365 |
[20] | 王姣娥, 杜德林, 金凤君. 多元交通流视角下的空间级联系统比较与地理空间约束. 地理学报, 2019,74(12):2482-2494. |
[ Wang Jiaoe, Du Delin, Jin Fengjun. Comparison of spatial structure and linkage systems and geographic constraints: A perspective of multiple traffic flows. Acta Geoggraphica Sinica, 2019,74(12):2482-2494.] | |
[21] | 国家卫生健康委员会. 新型冠状病毒肺炎疫情防控. (2020-04-08)[2020-04-19]. http://www.nhc.gov.cn/xcs/yqtb/list_gzbd.shtml. |
[ National Health Commission of People’s Republic of China. Control of COVID-19. (2020-04-08)[2020-04-19]. http://www.nhc.gov.cn/xcs/yqtb/list_gzbd.shtml.] | |
[22] | 武汉市新型冠状病毒感染的肺炎疫情防控指挥部. 武汉市新型冠状病毒感染的肺炎疫情防控指挥部通告(第1号). (2020-01-23)[2020-04-19]. http://www.hubei.gov.cn/zhuanti/2020/gzxxgzbd/zxtb/202001/t20200123_2014402.shtml. |
[ Wuhan epidemic prevention and control headquarters. Announcement of Wuhan epidemic prevention and control headquarters (First). (2020-01-23)[2020-04-19]. http://www.hubei.gov.cn/zhuanti/2020/gzxxgzbd/zxtb/202001/t20200123_2014402.shtml. 2020-1-23.] | |
[23] | 国家统计局城市社会经济调查司. 中国城市统计年鉴. 北京: 中国统计出版社, 2018. |
[ Urban Social and Economic Investigation Department of National Provincial Bureau of Statistics. China City Statistical Yearbook. Beijing: China Statistics Press, 2018.] | |
[24] | 金凤君. 基础设施与经济社会空间组织. 北京: 科学出版社, 2012. |
[ Jin Fengjun. Spatial Organization of Infrastructure, Economy and Society. Beijing: Science Press, 2012.] | |
[25] |
王姣娥, 焦敬娟, 黄洁, 等. 交通发展区位测度的理论与方法. 地理学报, 2018,73(4):666-676.
doi: 10.11821/dlxb201804006 |
[ Wang Jiaoe, Jiao Jingjuan, Huang Jie, et al. Theory and methodology of transportation development and location measures. Acta Geographica Sinica, 2018,73(4):666-676.]
doi: 10.11821/dlxb201804006 |
|
[26] |
王姣娥, 景悦. 中国城市网络等级结构特征及组织模式: 基于铁路和航空流的比较. 地理学报, 2017,72(8):1508-1519.
doi: 10.11821/dlxb201708013 |
[ Wang Jiaoe, Jing Yue. A comparative research of spatial structure and organization mode of inter-city networks from the perspective of railway and air passenger flows. Acta Geographica Sinica, 2017,72(8):1508-1519.]
doi: 10.11821/dlxb201708013 |
|
[27] |
王姣娥, 焦敬娟, 金凤君. 高速铁路对中国城市空间相互作用强度的影响. 地理学报, 2014,69(12):1833-1846.
doi: 10.11821/dlxb201412009 |
[ Wang Jiaoe, Jiao Jingjuan, Jin Fengjun. Spatial effects of high-speed rails on interurban economic linkages in China. Acta Geographica Sinica, 2014,69(12):1833-1846.]
doi: 10.11821/dlxb201412009 |
|
[28] | 樊杰, 王亚飞, 梁博. 中国区域发展格局演变过程与调控. 地理学报, 2019,74(12):2437-2454. |
[ Fan Jie, Wang Yafei, Liang Bo. The evolution process and regulation of China's regional development pattern. Acta Geographica Sinica, 2019,74(12):2437-2454.] | |
[29] | 海南省卫生健康委员会. 确诊病例迁徙途径. (2020-03-20)[2020-04-19]. http://wst.hainan.gov.cn/yqfk/index/index/qianyi.html. |
[ Hainan Health Commission. Migration route of confirmed cases. (2020-03-20)[2020-04-19]. http://wst.hainan.gov.cn/yqfk/index/index/qianyi.html.] | |
[30] |
陈伟, 刘卫东, 柯文前, 等. 基于公路客流的中国城市网络结构与空间组织模式. 地理学报, 2017,72(2):224-241.
doi: 10.11821/dlxb201702004 |
[ Chen Wei, Liu Weidong, Ke Wenqian, et al. The spatial structures and organization patterns of China's city networks based on the highway passenger flows. Acta Geographica Sinica. 2017,72(2):224-241.]
doi: 10.11821/dlxb201702004 |
|
[31] | 国家统计局. 中国统计年鉴. 北京: 中国统计出版社, 2019. |
[ National Provincial Bureau of Statistics. China Statistical Yearbook. Beijing: China Statistics Press, 2019.] | |
[32] | 赵同香, 王海英. 2001-2016年我国卫生政策变迁. 中国现代医生, 2017,55(24):133-135. |
[ Zhao Tongxiang, Wang Haiying. Changes of health policies in China from 2001 to 2016. China Modern Doctor, 2017,55(24):133-135.] | |
[33] | 赵路. 加强我国公共卫生管理的若干建议. 中国科学院院刊, 2020,35(2):190-194. |
[ Zhao Lu. Suggestions on strengthening public health management in China. Bulletin of Chinese Academy of Sciences, 2020,35(2):190-194.] |
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