Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2016 Feb 2;13(2):186.
doi: 10.3390/ijerph13020186.

Spatial Modelling Tools to Integrate Public Health and Environmental Science, Illustrated with Infectious Cryptosporidiosis

Affiliations
Review

Spatial Modelling Tools to Integrate Public Health and Environmental Science, Illustrated with Infectious Cryptosporidiosis

Aparna Lal. Int J Environ Res Public Health. .

Abstract

Contemporary spatial modelling tools can help examine how environmental exposures such as climate and land use together with socio-economic factors sustain infectious disease transmission in humans. Spatial methods can account for interactions across global and local scales, geographic clustering and continuity of the exposure surface, key characteristics of many environmental influences. Using cryptosporidiosis as an example, this review illustrates how, in resource rich settings, spatial tools have been used to inform targeted intervention strategies and forecast future disease risk with scenarios of environmental change. When used in conjunction with molecular studies, they have helped determine location-specific infection sources and environmental transmission pathways. There is considerable scope for such methods to be used to identify data/infrastructure gaps and establish a baseline of disease burden in resource-limited settings. Spatial methods can help integrate public health and environmental science by identifying the linkages between the physical and socio-economic environment and health outcomes. Understanding the environmental and social context for disease spread is important for assessing the public health implications of projected environmental change.

Keywords: climate; disease; environmental change; land use; spatial.

PubMed Disclaimer

Similar articles

Cited by

References

    1. Patz J.A., Campbell-Lendrum D., Holloway T., Foley J.A. Impact of regional climate change on human health. Nature. 2005;438:310–317. doi: 10.1038/nature04188. - DOI - PubMed
    1. Otte J., Roland-Holst D., Pfeiffer D., Soares-Magalhaes R., Rushton J., Graham J., Silbergeld E. Industrial Livestock Production and Global Health Risks. [(accessed on 20 December 2015)]; Available online: http://r4d.dfid.gov.uk/PDF/Outputs/Livestock/PPLPIrep-hpai_industrialisa....
    1. Jones B.A., Grace D., Kock R., Alonso S., Rushton J., Said M.Y., McKeever D., Mutua F., Young J., McDermott J., Pfeiffer D.U. Zoonosis emergence linked to agricultural intensification and environmental change. Proc. Nat. Acad. Sci. USA. 2013;110:8399–8404. doi: 10.1073/pnas.1208059110. - DOI - PMC - PubMed
    1. Reiner R.C., Perkins T.A., Barker C.M., Niu T., Chaves L.F., Ellis A.M., George D.B., Le Menach A., Pulliam J.R., Bisanzio D., et al. A systematic review of mathematical models of mosquito-borne pathogen transmission: 1970–2010. J. R. Soc. Interface. 2013 doi: 10.1098/rsif.2012.0921. - DOI - PMC - PubMed
    1. Lowe R., Barcellos C., Coelho C.A., Bailey T.C., Coelho G.E., Graham R., Jupp T., Ramalho W.M., Carvalho M.S., Stephenson D.B., et al. Dengue outlook for the World Cup in Brazil: An early warning model framework driven by real-time seasonal climate forecasts. Lancet Infect. Dis. 2014;14:619–626. doi: 10.1016/S1473-3099(14)70781-9. - DOI - PubMed