ArticleInternational journal of environmental research and public health2022
Association between Global Monkeypox Cases and Meteorological Factors.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 35 citations in OpenAlex.
- First Comprehensive Global Bibliometric Analysis of Monkeypox Virus Research Landscape From 1976 to 2025.The Canadian journal of infectious diseases & medical microbiology = Journal canadien des maladies infectieuses et de la microbiologie medicale · 2026Article
- Climate Change and the Rise of Emerging and Re-Emerging Infectious Diseases in Africa: A Literature Review.International journal of environmental research and public health · 2025Review
- Environmental, socioeconomic, and sociocultural drivers of monkeypox transmission in the Democratic Republic of the Congo: a One Health perspective.Infectious diseases of poverty · 2025Article
- Geographical characteristics and formation mechanisms of smallpox epidemics in Hubei Province, China, 1488-1949.PloS one · 2025Article
- Virology, epidemiology, transmissions, diagnostic tests, prophylaxis and treatments of human Mpox: Saudi Arabia perspective.Frontiers in cellular and infection microbiology · 2025Review
- Analysing monkeypox epidemic drivers: Policy simulation and multi-index modelling across 39 nations.Journal of global health · 2024Article
- Strengthening Africa's response to Mpox (monkeypox): insights from historical outbreaks and the present global spread.Science in One Health · 2024Review
- Monkeypox virus (MPXV): A Brief account of global spread, epidemiology, virology, clinical features, pathogenesis, and therapeutic interventions.Infectious medicine · 2023Review
- Effects of fine particulate matter (PMCase studies in chemical and environmental engineering · 2023Article
- Evolution of the newest diagnostic methods for COVID-19: a Chinese perspective.Journal of Zhejiang University. Science. B · 2023Review
- Insight into vaccination and meteorological factors on daily COVID-19 cases and mortality in Bangladesh.Groundwater for sustainable development · 2023Article
- Correlation of Dengue and Meteorological Factors in Bangladesh: A Public Health Concern.International journal of environmental research and public health · 2023Article
- Mpox, Caused by the MPXV of the Clade IIb Lineage, Goes Global.Tropical medicine and infectious disease · 2023Article
- Variant-specific deleterious mutations in the SARS-CoV-2 genome reveal immune responses and potentials for prophylactic vaccine development.Frontiers in pharmacology · 2023Article
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Corrections and comments
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Authors and funding
9 authors at 7 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The emergence of an outbreak of Monkeypox disease (MPXD) is caused by a contagious zoonotic Monkeypox virus (MPXV) that has spread globally. Yet, there is no study investigating the effect of climatic changes on MPXV transmission. Thus, studies on the changing epidemiology, evolving nature of the virus, and ecological niche are highly paramount. Determination of the role of potential meteorological drivers including temperature, precipitation, relative humidity, dew point, wind speed, and surface pressure is beneficial to understand the MPXD outbreak. This study examines the changes in MPXV cases over time while assessing the meteorological characteristics that could impact these disparities from the onset of the global outbreak. To conduct this data-based research, several well-accepted statistical techniques including Simple Exponential Smoothing (SES), Auto-Regressive Integrated Moving Average (ARIMA), Automatic forecasting time-series model (Prophet), and Autoregressive Integrated Moving Average with Explanatory Variables (ARIMAX) were applied to delineate the correlation of the meteorological factors on global daily Monkeypox cases. Data on MPXV cases including affected countries spanning from 6 May 2022, to 9 November 2022, from global databases and meteorological data were used to evaluate the developed models. According to the ARIMAX model, the results showed that temperature, relative humidity, and surface pressure have a positive impact [(51.56, 95% confidence interval (CI): -274.55 to 377.68), (17.32, 95% CI: -83.71 to 118.35) and (23.42, 95% CI: -9.90 to 56.75), respectively] on MPXV cases. In addition, dew/frost point, precipitation, and wind speed show a significant negative impact on MPXD cases. The Prophet model showed a significant correlation with rising MPXD cases, although the trend predicts peak values while the overall trend increases. This underscores the importance of immediate and appropriate preventive measures (timely preparedness and proactive control strategies) with utmost priority against MPXD including awareness-raising programs, the discovery, and formulation of effective vaccine candidate(s), prophylaxis and therapeutic regimes, and management strategies.
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