A Spatio-temporal analysis of COVID-19 outbreak in Italy

被引：35
|
作者：
Ghosh, Pritam [1 ,2 ]
Cartone, Alfredo [3 ]
机构：
[1] Univ Calcutta, Dept Geog, 35 Ballygunge Circular Rd, Kolkata 700019, W Bengal, India
[2] Ramsaday Coll, Dept Geog, Amta, Howrah, India
[3] Univ G dAnnunzio, Dept Econ Studies, Pescara, Italy
来源：
REGIONAL SCIENCE POLICY AND PRACTICE | 2020年 / 12卷 / 06期
关键词：
incidence rate; Italian provinces; SARS-CoV-2; spatial effects; spatial statistics; CORONAVIRUS OUTBREAK; SPATIAL ASSOCIATION; GLOBAL HEALTH; EPIDEMIC; DEPENDENCE; DYNAMICS; GROWTH;
D O I：
10.1111/rsp3.12376
中图分类号：
P9 [自然地理学]; K9 [地理];
学科分类号：
0705 ; 070501 ;
摘要：
Within two weeks from the first detection of the SARS-CoV-2 positive patient on 21 February, from Lombardy the disease has spread over every region in Italy. The main objective of this study is to identify spatial effects and spatiotemporal patterns of the outbreak of COVID-19 in different regions of Italy. Spatial indicators for different periods, as Moran's I, local Moran, LISA clusters, Getis and Ord G, and scatterplots are used for this purpose. Results confirm the great presence of spatial effects as well as changes in spatial regimes between the quarantine and the easing phase. The evidence could be of help for policy-makers to a proper assessments of health strategies aware of local characteristics.
引用
收藏
页码：1047 / 1062
页数：16
相关论文
共 50 条
  • [41] Layered vaccine allocation for spatio-temporal vaccination of COVID-19
    Ghazal, I
    Rachadi, A.
    Ez-Zahraouy, H.
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2023, 34 (04):
  • [42] Spatio-temporal evolution of the COVID-19 across African countries
    Naffeti, Bechir
    Bourdin, Sebastien
    Ben Aribi, Walid
    Kebir, Amira
    Ben Miled, Slimane
    FRONTIERS IN PUBLIC HEALTH, 2022, 10
  • [43] Assessing the Spatio-temporal Spread of COVID-19 via Compartmental Models with Diffusion in Italy, USA, and Brazil
    Grave, Malu
    Viguerie, Alex
    Barros, Gabriel F.
    Reali, Alessandro
    Coutinho, Alvaro L. G. A.
    ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2021, 28 (06) : 4205 - 4223
  • [44] Assessing the Spatio-temporal Spread of COVID-19 via Compartmental Models with Diffusion in Italy, USA, and Brazil
    Malú Grave
    Alex Viguerie
    Gabriel F. Barros
    Alessandro Reali
    Alvaro L. G. A. Coutinho
    Archives of Computational Methods in Engineering, 2021, 28 : 4205 - 4223
  • [45] Spatio-Temporal Resource Mapping for Intensive Care Units at Regional Level for COVID-19 Emergency in Italy
    Guzzi, Pietro Hiram
    Tradigo, Giuseppe
    Veltri, Pierangelo
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (10)
  • [46] A spatio-temporal analysis for exploring the effect of temperature on COVID-19 early evolution in Spain
    Briz-Redon, Alvaro
    Serrano-Aroca, Angel
    SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 728 (728)
  • [47] An analysis of the spatio-temporal behavior of COVID-19 patients using activity trajectory data
    Shen, Xiumei
    Yuan, Hao
    Jia, Wenzhao
    Li, Ying
    Zhao, Liang
    HELIYON, 2023, 9 (10)
  • [48] Spatio-temporal analysis of the COVID-19 pandemic in Türkiye: results of the controlled normalization
    Cenk İçöz
    İsmail Yenilmez
    Spatial Information Research, 2023, 31 : 39 - 50
  • [49] A spatio-temporal model based on discrete latent variables for the analysis of COVID-19 incidence
    Bartolucci, Francesco
    Farcomeni, Alessio
    SPATIAL STATISTICS, 2022, 49
  • [50] Analysis of the Spread of COVID-19 in the USA with a Spatio-Temporal Multivariate Time Series Model
    Rui, Rongxiang
    Tian, Maozai
    Tang, Man-Lai
    Ho, George To-Sum
    Wu, Chun-Ho
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (02) : 1 - 18
12345