ArticleInternational journal of health geographics2012
Web-based GIS: the vector-borne disease airline importation risk (VBD-AIR) tool.
Article in International journal of health geographics, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
26 citing papers in PubMed, 2 syntheses or guidelines pooled it, 70 citations in OpenAlex.
- A systematic review of spatial decision support systems in public health informatics supporting the identification of high risk areas for zoonotic disease outbreaks.International journal of health geographics · 2018Pooled it
- The geography of imported malaria to non-endemic countries: a meta-analysis of nationally reported statistics.The Lancet. Infectious diseases · 2017Pooled it
- Mechanistic Modeling ofGeoHealth · 2025Article
- Dynamics and genetic variation of dengue virus serotypes circulating during the 2022 outbreak in Karachi.Scientific reports · 2025Article
- WebGIS-Based Real-Time Surveillance and Response System for Vector-Borne Infectious Diseases.International journal of environmental research and public health · 2023Article
- What Heterogeneities in Individual-level Mobility Are Lost During Aggregation? Leveraging GPS Logger Data to Understand Fine-scale and Aggregated Patterns of Mobility.The American journal of tropical medicine and hygiene · 2022Article
- The effects of air transport mobility and global connectivity on viral transmission: Lessons learned from Covid-19 and its variants.Transport policy · 2022Article
- COVID-19 pandemic and air transportation: Successfully navigating the paper hurricane.Journal of air transport management · 2021Article
- On the degree of synchronization between air transport connectivity and COVID-19 cases at worldwide level.Transport policy · 2021Article
- COVID-19 in comparison with other emerging viral diseases: risk of geographic spread via travel.Tropical diseases, travel medicine and vaccines · 2021Review
- Epidemiological situation and spatial distribution of visceral leishmaniasis in the Republic of Azerbaijan.Journal of parasitic diseases : official organ of the Indian Society for Parasitology · 2020Article
- The Predictive Capacity of Air Travel Patterns During the Global Spread of the COVID-19 Pandemic: Risk, Uncertainty and Randomness.International journal of environmental research and public health · 2020Article
- Rift Valley Fever - epidemiological update and risk of introduction into Europe.EFSA journal. European Food Safety Authority · 2020Article
- Phylogeography and invasion history ofEvolutionary applications · 2019Article
- Risk of Dengue in Travelers: Implications for Dengue Vaccination.Current infectious disease reports · 2018Review
- Multinational patterns of seasonal asymmetry in human movement influence infectious disease dynamics.Nature communications · 2017Article
- Global threats from invasive alien species in the twenty-first century and national response capacities.Nature communications · 2016Article
- International Air Travel to Ohio, USA, and the Impact on Malaria, Influenza, and Hepatitis A.Scientifica · 2016Article
- International dispersal of dengue through air travel: importation risk for Europe.PLoS neglected tropical diseases · 2014Article
- Mapping population and pathogen movements.International health · 2014Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundOver the past century, the size and complexity of the air travel network has increased dramatically. Nowadays, there are 29.6 million scheduled flights per year and around 2.7 billion passengers are transported annually. The rapid expansion of the network increasingly connects regions of endemic vector-borne disease with the rest of the world, resulting in challenges to health systems worldwide in terms of vector-borne pathogen importation and disease vector invasion events. Here we describe the development of a user-friendly Web-based GIS tool: the Vector-Borne Disease Airline Importation Risk Tool (VBD-AIR), to help better define the roles of airports and airlines in the transmission and spread of vector-borne diseases.
methodsSpatial datasets on modeled global disease and vector distributions, as well as climatic and air network traffic data were assembled. These were combined to derive relative risk metrics via air travel for imported infections, imported vectors and onward transmission, and incorporated into a three-tier server architecture in a Model-View-Controller framework with distributed GIS components. A user-friendly web-portal was built that enables dynamic querying of the spatial databases to provide relevant information.
resultsThe VBD-AIR tool constructed enables the user to explore the interrelationships among modeled global distributions of vector-borne infectious diseases (malaria. dengue, yellow fever and chikungunya) and international air service routes to quantify seasonally changing risks of vector and vector-borne disease importation and spread by air travel, forming an evidence base to help plan mitigation strategies. The VBD-AIR tool is available at http://www.vbd-air.com.
conclusionsVBD-AIR supports a data flow that generates analytical results from disparate but complementary datasets into an organized cartographical presentation on a web map for the assessment of vector-borne disease movements on the air travel network. The framework built provides a flexible and robust informatics infrastructure by separating the modules of functionality through an ontological model for vector-borne disease. The VBD‒AIR tool is designed as an evidence base for visualizing the risks of vector-borne disease by air travel for a wide range of users, including planners and decisions makers based in state and local government, and in particular, those at international and domestic airports tasked with planning for health risks and allocating limited resources.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.