ArticleGeospatial health2015
Associations between seasonal influenza and meteorological parameters in Costa Rica, Honduras and Nicaragua.
Article in Geospatial health, 2015. 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, 27 citations in OpenAlex.
- Environmental drivers of influenza A and B: causal analysis and forecasting.BMC public health · 2026Article
- Investigating a deterministic canonical model for tropical influenza.Scientific reports · 2026Article
- Study of the influence of meteorological factors on HFMD and prediction based on the LSTM algorithm in Fuzhou, China.BMC infectious diseases · 2023Article
- Study on the influence of meteorological factors on influenza in different regions and predictions based on an LSTM algorithm.BMC public health · 2022Article
- Severe community-acquired pneumonia in Reunion Island: Epidemiological, clinical, and microbiological characteristics, 2016-2018.PloS one · 2022Article
- Influence of meteorological parameters in the seasonality of influenza viruses circulating in Northern Cameroon.Influenza and other respiratory viruses · 2019Article
- Respiratory Viral Infection: An Underappreciated Cause of Acute Febrile Illness Admissions in Southern Sri Lanka.The American journal of tropical medicine and hygiene · 2019Article
- Article
- Modification of the Conventional Influenza Epidemic Models Using Environmental Parameters in Iran.Healthcare informatics research · 2019Article
- Circulation of influenza virus from 2009 to 2018 in Cameroon: 10 years of surveillance data.PloS one · 2019Article
- Construction and evaluation of two computational models for predicting the incidence of influenza in Nagasaki Prefecture, Japan.Scientific reports · 2017Article
- Influenza transmission during extreme indoor conditions in a low-resource tropical setting.International journal of biometeorology · 2017Article
- Article
- Spatial and Temporal Spread of Acute Viral Respiratory Infections in Young Children Living in High-altitude Rural Communities: A Prospective Household-based Study.The Pediatric infectious disease journal · 2016Article
- Temporal Patterns of Influenza A and B in Tropical and Temperate Countries: What Are the Lessons for Influenza Vaccination?PloS one · 2016Article
Corrections and comments
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Authors and funding
10 authors at 7 institutions in 6 countries.
Funding
Abstract
Seasonal influenza affects a considerable proportion of the global population each year. We assessed the association between subnational influenza activity and temperature, specific humidity and rainfall in three Central America countries, i.e. Costa Rica, Honduras and Nicaragua. Using virologic data from each country's national influenza centre, rainfall from the Tropical Rainfall Measuring Mission and air temperature and specific humidity data from the Global Land Data Assimilation System, we applied logistic regression methods for each of the five sub-national locations studied. Influenza activity was represented by the weekly proportion of respiratory specimens that tested positive for influenza. The models were adjusted for the potentially confounding co-circulating respiratory viruses, seasonality and previous weeks' influenza activity. We found that influenza activity was proportionally associated (P<0.05) with specific humidity in all locations [odds ratio (OR) 1.21-1.56 per g/kg], while associations with temperature (OR 0.69-0.81 per °C) and rainfall (OR 1.01-1.06 per mm/day) were location-dependent. Among the meteorological parameters, specific humidity had the highest contribution (~3-15%) to the model in all but one location. As model validation, we estimated influenza activity for periods, in which the data was not used in training the models. The correlation coefficients between the estimates and the observed were ≤0.1 in 2 locations and between 0.6-0.86 in three others. In conclusion, our study revealed a proportional association between influenza activity and specific humidity in selected areas from the three Central America countries.
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