Dynamics of the COVID-19 pandemic in Lebanon between 2020 and 2022

被引：0
|
作者：
Issa, Khouloud [1 ]
Sultan, Rabih [1 ]
机构：
[1] Amer Univ Beirut, Dept Chem, Beirut, Lebanon
来源：
FRONTIERS IN PHYSICS | 2024年 / 12卷
关键词：
coronavirus; COVID-19; dynamics; chaos; Lebanon;
D O I：
10.3389/fphy.2024.1363918
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
We carry out an evolutionary study of the COVID-19 pandemic, focusing on the case of Lebanon. The disease spread exhibits four eruption phases or waves. Chaos theory tools point toward a correlation of events, essentially obeying a quasi-deterministic chaotic regime. The analysis of the time series yields a largest Lyapunov exponent of 0.263, indicative of a chaotic trend. The review of past and recent analyses and modeling of pandemics could assist in the predictabilty of their course of evolution, effective management and decision making for health authorities.
引用
收藏
页数：5
相关论文
共 50 条
  • [31] Year 2022: exploring COVID-19 pandemic in children
    Bozzola, Elena
    Caffarelli, Carlo
    Santamaria, Francesca
    Corsello, Giovanni
    ITALIAN JOURNAL OF PEDIATRICS, 2023, 49 (01)
  • [32] Year 2022: exploring COVID-19 pandemic in children
    Elena Bozzola
    Carlo Caffarelli
    Francesca Santamaria
    Giovanni Corsello
    Italian Journal of Pediatrics, 49
  • [33] Educational changes during the COVID-19 pandemic: a response from Lebanon
    Saab, Bassem
    Ishak, Hala
    Fathallah El Mofti, Maha
    POSTGRADUATE MEDICAL JOURNAL, 2022, 98 (E2) : E120 - E120
  • [34] Situation assessment and natural dynamics of COVID-19 pandemic in Nigeria, 31 May 2020
    Adebowale, Ayo Stephen
    Fagbamigbe, Adeniyi Francis
    Akinyemi, Joshua Odunayo
    Obisesan, Kazeem Olalekan
    Awosanya, Emmanuel Jolaoluwa
    Afolabi, Rotimi Felix
    Alarape, Selim Adewale
    Obabiyi, Sunday Olawale
    SCIENTIFIC AFRICAN, 2021, 12
  • [35] Transmission dynamics and forecasts of the COVID-19 pandemic in Mexico, March-December 2020
    Tariq, Amna
    Banda, Juan M.
    Skums, Pavel
    Dahal, Sushma
    Castillo-Garsow, Carlos
    Espinoza, Baltazar
    Brizuela, Noel G.
    Saenz, Roberto A.
    Kirpich, Alexander
    Luo, Ruiyan
    Srivastava, Anuj
    Gutierrez, Humberto
    Garcia Chan, Nestor
    Bento, Ana, I
    Jimenez-Corona, Maria-Eugenia
    Chowell, Gerardo
    PLOS ONE, 2021, 16 (07):
  • [36] Navigating the COVID-19 Pandemic in Consociational Systems: The Cases of Lebanon and Iraq
    Di Peri, Rosita
    Costantini, Irene
    INTERNATIONAL SPECTATOR, 2023, 58 (01): : 128 - 145
  • [37] Application of records theory on the COVID-19 pandemic in Lebanon: prediction and prevention
    Khraibani, Zaher
    Khraibani, Jinane
    Kobeissi, Marwan
    Atoui, Alya
    EPIDEMIOLOGY AND INFECTION, 2020, 148
  • [38] Impact of COVID-19 pandemic on the utilization of routine immunization services in Lebanon
    Mansour, Ziad
    Arab, Jinan
    Said, Racha
    Rady, Alissar
    Hamadeh, Randa
    Gerbaka, Bernard
    Bizri, Abdul Rahman
    PLOS ONE, 2021, 16 (02):
  • [39] Technostress and Online Teaching During COVID-19 Pandemic: The Case of Lebanon
    Reslan, Fadi Bou
    El Hokayem, Jihad
    BUSINESS AND PROFESSIONAL COMMUNICATION QUARTERLY, 2025, 88 (01) : 3 - 25
  • [40] The COVID-19 Pandemic and Entrepreneurial Dynamics in China
    Liu, Jiaqi
    Hu, Mingzhi
    Li, Weijun
    EMERGING MARKETS FINANCE AND TRADE, 2025,
12345