A novel spatio-temporal prediction model of epidemic spread integrating cellular automata with agent-based modeling
Author
Abstract
Suggested Citation
DOI: 10.1016/j.chaos.2024.115709
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Kathy Leung & Joseph T. Wu & Gabriel M. Leung, 2021. "Real-time tracking and prediction of COVID-19 infection using digital proxies of population mobility and mixing," Nature Communications, Nature, vol. 12(1), pages 1-8, December.
- Wang, Peipei & Liu, Haiyan & Zheng, Xinqi & Ma, Ruifang, 2023. "A new method for spatio-temporal transmission prediction of COVID-19," Chaos, Solitons & Fractals, Elsevier, vol. 167(C).
- Mohammad, Mutaz & Trounev, Alexander, 2020. "On the dynamical modeling of COVID-19 involving Atangana–Baleanu fractional derivative and based on Daubechies framelet simulations," Chaos, Solitons & Fractals, Elsevier, vol. 140(C).
- Shibing You & Hengli Wang & Miao Zhang & Haitao Song & Xiaoting Xu & Yongzeng Lai, 2020. "Assessment of monthly economic losses in Wuhan under the lockdown against COVID-19," Palgrave Communications, Palgrave Macmillan, vol. 7(1), pages 1-12, December.
- William Msemburi & Ariel Karlinsky & Victoria Knutson & Serge Aleshin-Guendel & Somnath Chatterji & Jon Wakefield, 2023. "The WHO estimates of excess mortality associated with the COVID-19 pandemic," Nature, Nature, vol. 613(7942), pages 130-137, January.
- Emily Howerton & Lucie Contamin & Luke C. Mullany & Michelle Qin & Nicholas G. Reich & Samantha Bents & Rebecca K. Borchering & Sung-mok Jung & Sara L. Loo & Claire P. Smith & John Levander & Jessica , 2023. "Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
- Yong Ge & Wen-Bin Zhang & Xilin Wu & Corrine W. Ruktanonchai & Haiyan Liu & Jianghao Wang & Yongze Song & Mengxiao Liu & Wei Yan & Juan Yang & Eimear Cleary & Sarchil H. Qader & Fatumah Atuhaire & Nic, 2022. "Untangling the changing impact of non-pharmaceutical interventions and vaccination on European COVID-19 trajectories," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
- Jayson S. Jia & Xin Lu & Yun Yuan & Ge Xu & Jianmin Jia & Nicholas A. Christakis, 2020. "Population flow drives spatio-temporal distribution of COVID-19 in China," Nature, Nature, vol. 582(7812), pages 389-394, June.
- Burkhead, Emily & Hawkins, Jane, 2015. "A cellular automata model of Ebola virus dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 438(C), pages 424-435.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Aleksandr Abramov & Uliana Gorik & Andrei Velichko & Vladimir Nelyub & Aleksandr Samoshkin & Andrei Gantimurov & Aleksei Borodulin & Vadim S. Tynchenko & Ivan Malashin, 2025. "Barabási–Albert-Based Network Growth Model to Sustainable Urban Planning," Sustainability, MDPI, vol. 17(3), pages 1-24, January.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Wang, Peipei & Liu, Haiyan & Zheng, Xinqi & Ma, Ruifang, 2023. "A new method for spatio-temporal transmission prediction of COVID-19," Chaos, Solitons & Fractals, Elsevier, vol. 167(C).
- Fu, Xin & Qiang, Yongjie & Liu, Xuxu & Jiang, Ying & Cui, Zhiwei & Zhang, Deyu & Wang, Jianwei, 2022. "Will multi-industry supply chains' resilience under the impact of COVID-19 pandemic be different? A perspective from China's highway freight transport," Transport Policy, Elsevier, vol. 118(C), pages 165-178.
- Chengzhuo Tong & Wenzhong Shi & Anshu Zhang & Zhicheng Shi, 2023. "Predicting onset risk of COVID-19 symptom to support healthy travel route planning in the new normal of long-term coexistence with SARS-CoV-2," Environment and Planning B, , vol. 50(5), pages 1212-1227, June.
- Bart Roelofs & Dimitris Ballas & Hinke Haisma & Arjen Edzes, 2022. "Spatial mobility patterns and COVID‐19 incidence: A regional analysis of the second wave in the Netherlands," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(S1), pages 21-40, November.
- Qing Liu & Hosung Son & Woon-Seek Lee, 2024. "The game of lies by stock investors in social media: a study based on city lockdowns in China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-37, December.
- Kuchler, Theresa & Russel, Dominic & Stroebel, Johannes, 2022. "JUE Insight: The geographic spread of COVID-19 correlates with the structure of social networks as measured by Facebook," Journal of Urban Economics, Elsevier, vol. 127(C).
- Lei Che & Jiangang Xu & Hong Chen & Dongqi Sun & Bao Wang & Yunuo Zheng & Xuedi Yang & Zhongren Peng, 2022. "Evaluation of the Spatial Effect of Network Resilience in the Yangtze River Delta: An Integrated Framework for Regional Collaboration and Governance under Disruption," Land, MDPI, vol. 11(8), pages 1-20, August.
- Andrew J. Curtis & Jayakrishnan Ajayakumar & Jacqueline Curtis & Sam Brown, 2022. "Spatial Syndromic Surveillance and COVID-19 in the U.S.: Local Cluster Mapping for Pandemic Preparedness," IJERPH, MDPI, vol. 19(15), pages 1-15, July.
- Liu, Li-Jing & Yao, Yun-Fei & Liang, Qiao-Mei & Qian, Xiang-Yan & Xu, Chun-Lei & Wei, Si-Yi & Creutzig, Felix & Wei, Yi-Ming, 2021. "Combining economic recovery with climate change mitigation: A global evaluation of financial instruments," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 438-453.
- Munazza Fatima & Kara J. O’Keefe & Wenjia Wei & Sana Arshad & Oliver Gruebner, 2021. "Geospatial Analysis of COVID-19: A Scoping Review," IJERPH, MDPI, vol. 18(5), pages 1-14, February.
- Qi Yan & Siqing Shan & Menghan Sun & Feng Zhao & Yangzi Yang & Yinong Li, 2022. "A Social Media Infodemic-Based Prediction Model for the Number of Severe and Critical COVID-19 Patients in the Lockdown Area," IJERPH, MDPI, vol. 19(13), pages 1-16, July.
- X. Angela Yao & Andrew Crooks & Bin Jiang & Jukka Krisp & Xintao Liu & Haosheng Huang, 2023. "An overview of urban analytical approaches to combating the Covid-19 pandemic," Environment and Planning B, , vol. 50(5), pages 1133-1143, June.
- Yin Huang & Runda Liu & Shumin Huang & Gege Yang & Xiaofan Zhang & Yin Qin & Lisha Mao & Sishi Sheng & Biao Huang, 2021. "Imbalance and breakout in the post-epidemic era: Research into the spatial patterns of freight demand network in six provinces of central China," PLOS ONE, Public Library of Science, vol. 16(4), pages 1-18, April.
- Chen, Xi & Qiu, Yun & Shi, Wei & Yu, Pei, 2022.
"Key links in network interactions: Assessing route-specific travel restrictions in China during the Covid-19 pandemic,"
China Economic Review, Elsevier, vol. 73(C).
- Chen, Xi & Qiu, Yun & Shi, Wei & Yu, Pei, 2022. "Key Links in Network Interactions: Assessing Route-Specific Travel Restrictions in China during the COVID-19 Pandemic," IZA Discussion Papers 15038, Institute of Labor Economics (IZA).
- Chen, Xi & Qiu, Yun & Shi, Wei & Yu, Pei, 2022. "Key Links in Network Interactions: Assessing Route-specific Travel Restrictions in China during the Covid-19 Pandemic," GLO Discussion Paper Series 1030, Global Labor Organization (GLO).
- Xiaoyan Mu & Anthony Gar-On Yeh & Xiaohu Zhang, 2021. "The interplay of spatial spread of COVID-19 and human mobility in the urban system of China during the Chinese New Year," Environment and Planning B, , vol. 48(7), pages 1955-1971, September.
- Bhorat, Haroon & Köhler, Timothy, 2025.
"The labour market effects of cash transfers to the unemployed: Evidence from South Africa,"
World Development, Elsevier, vol. 188(C).
- Haroon Bhorat & Timothy Köhler, 2024. "The Labour Market Effects of Cash Transfers to the Unemployed: Evidence from South Africa," Working Papers 202405, University of Cape Town, Development Policy Research Unit.
- Yanxin Wang & Jian Li & Xi Zhao & Gengzhong Feng & Xin (Robert) Luo, 2020. "Using Mobile Phone Data for Emergency Management: a Systematic Literature Review," Information Systems Frontiers, Springer, vol. 22(6), pages 1539-1559, December.
- Kai Zhang & Zixuan Chu & Jiping Xing & Honggang Zhang & Qixiu Cheng, 2023. "Urban Traffic Flow Congestion Prediction Based on a Data-Driven Model," Mathematics, MDPI, vol. 11(19), pages 1-20, September.
- Isabella Marinetti & Dmitri Jdanov & Pavel Grigoriev & Sebastian Klüsener & Fanny Janssen, 2023. "Effects of the COVID-19 pandemic on life expectancy and premature mortality in the German federal states in 2020 and 2021," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-13, December.
- Makoto Sakuma & Kazushi Matsuo & Morito Tsutsumi & Toyokazu Imazeki, 2024. "Measuring office attendance during the COVID-19 pandemic with mobility data to quantify local trends and characteristics," Asia-Pacific Journal of Regional Science, Springer, vol. 8(1), pages 185-237, March.
More about this item
Keywords
Epidemic; ABM; CA; Spatio-temporal; Modeling;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chsofr:v:189:y:2024:i:p1:s096007792401261x. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Thayer, Thomas R. (email available below). General contact details of provider: https://www.journals.elsevier.com/chaos-solitons-and-fractals .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.