Spatiotemporal Bayesian modeling of West Nile virus: Identifying risk of infection in mosquitoes with local-scale predictors

Myer, Mark H.; Johnston, John M.

doi:10.1016/j.scitotenv.2018.09.397

Title: Spatiotemporal Bayesian modeling of West Nile virus: Identifying risk of infection in mosquitoes with local-scale predictors

Journal Article · 31 January 2019 · Science of the Total Environment

DOI: https://doi.org/10.1016/j.scitotenv.2018.09.397 · OSTI ID:1476663

Myer, Mark H.;

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Sponsoring Organization:: USDOE

OSTI ID:: 1476663

Journal Information:: Science of the Total Environment, Journal Name: Science of the Total Environment Journal Issue: P2 Vol. 650; ISSN 0048-9697

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (57)

Spatiotemporal modeling of ecological and sociological predictors of West Nile virus in Suffolk County, NY, mosquitoes Myer, Mark H.; Campbell, Scott R.; Johnston, John M. Ecosphere, Vol. 8, Issue 6 https://doi.org/10.1002/ecs2.1854	journal	June 2017
Avian host community structure and prevalence of West Nile virus in Chicago, Illinois Loss, Scott R.; Hamer, Gabriel L.; Walker, Edward D. Oecologia, Vol. 159, Issue 2 https://doi.org/10.1007/s00442-008-1224-6	journal	November 2008
Discussing the “big n problem” Jona Lasinio, Giovanna; Mastrantonio, Gianluca; Pollice, Alessio Statistical Methods & Applications, Vol. 22, Issue 1 https://doi.org/10.1007/s10260-012-0207-2	journal	August 2012
Bird Community Composition Linked to Human West Nile Virus Cases Along the Colorado Front Range McKenzie, Valerie J.; Goulet, Nicolas E. EcoHealth, Vol. 7, Issue 4 https://doi.org/10.1007/s10393-010-0360-8	journal	December 2010
Transmission Dynamics of the West Nile Virus in Mosquito Vector Populations under the Influence of Weather Factors in the Danube Delta, Romania Cotar, Ani Ioana; Falcuta, Elena; Prioteasa, Liviu Florian EcoHealth, Vol. 13, Issue 4 https://doi.org/10.1007/s10393-016-1176-y	journal	October 2016
An examination of the effect of landscape pattern, land surface temperature, and socioeconomic conditions on WNV dissemination in Chicago Liu, Hua; Weng, Qihao Environmental Monitoring and Assessment, Vol. 159, Issue 1-4 https://doi.org/10.1007/s10661-008-0618-6	journal	December 2008
The roles of mosquito and bird communities on the prevalence of West Nile virus in urban wetland and residential habitats Johnson, Brian J.; Munafo, Kristin; Shappell, Laura Urban Ecosystems, Vol. 15, Issue 3 https://doi.org/10.1007/s11252-012-0248-1	journal	July 2012
Exploring space-time models for West Nile virus mosquito abundance data Yoo, Eun-Hye Applied Geography, Vol. 45 https://doi.org/10.1016/j.apgeog.2013.09.007	journal	December 2013
Quadraplex qRT-PCR assay for the simultaneous detection of Eastern equine encephalitis virus and West Nile virus Zink, Steven D.; Jones, Susan A.; Maffei, Joseph G. Diagnostic Microbiology and Infectious Disease, Vol. 77, Issue 2 https://doi.org/10.1016/j.diagmicrobio.2013.06.019	journal	October 2013
Bayesian analysis of zero inflated spatiotemporal HIV/TB child mortality data through the INLA and SPDE approaches: Applied to data observed between 1992 and 2010 in rural North East South Africa Musenge, Eustasius; Chirwa, Tobias Freeman; Kahn, Kathleen International Journal of Applied Earth Observation and Geoinformation, Vol. 22 https://doi.org/10.1016/j.jag.2012.04.001	journal	June 2013
Ensemble forecast of human West Nile virus cases and mosquito infection rates DeFelice, Nicholas B.; Little, Eliza; Campbell, Scott R. Nature Communications, Vol. 8, Issue 1 https://doi.org/10.1038/ncomms14592	journal	February 2017
A network-patch methodology for adapting agent-based models for directly transmitted disease to mosquito-borne disease Manore, Carrie A.; Hickmann, Kyle S.; Hyman, James M. Journal of Biological Dynamics, Vol. 9, Issue 1 https://doi.org/10.1080/17513758.2015.1005698	journal	January 2015
Host Feeding Patterns of Established and Potential Mosquito Vectors of West Nile Virus in the Eastern United States Apperson, Charles S.; Hassan, Hassan K.; Harrison, Bruce A. Vector-Borne and Zoonotic Diseases, Vol. 4, Issue 1 https://doi.org/10.1089/153036604773083013	journal	March 2004
Epidemiology of West Nile Virus in Connecticut: A Five-Year Analysis of Mosquito Data 1999–2003 Andreadis, Theodore G.; Anderson, John F.; Vossbrinck, Charles R. Vector-Borne and Zoonotic Diseases, Vol. 4, Issue 4 https://doi.org/10.1089/vbz.2004.4.360	journal	December 2004
Land Cover Variation and West Nile Virus Prevalence: Patterns, Processes, and Implications for Disease Control Ezenwa, Vanessa O.; Milheim, Lesley E.; Coffey, Michelle F. Vector-Borne and Zoonotic Diseases, Vol. 7, Issue 2 https://doi.org/10.1089/vbz.2006.0584	journal	June 2007
Identification of Environmental Covariates of West Nile Virus Vector Mosquito Population Abundance Trawinski, Patricia R.; Mackay, D. Scott Vector-Borne and Zoonotic Diseases, Vol. 10, Issue 5 https://doi.org/10.1089/vbz.2008.0063	journal	June 2010
National and Regional Associations Between Human West Nile Virus Incidence and Demographic, Landscape, and Land Use Conditions in the Coterminous United States DeGroote, John P.; Sugumaran, Ramanathan Vector-Borne and Zoonotic Diseases, Vol. 12, Issue 8 https://doi.org/10.1089/vbz.2011.0786	journal	August 2012
Predicting Human West Nile Virus Infections With Mosquito Surveillance Data Kilpatrick, A. Marm; Pape, W. John American Journal of Epidemiology, Vol. 178, Issue 5 https://doi.org/10.1093/aje/kwt046	journal	July 2013
Horse-, Bird-, and Human-Seeking Behavior and Seasonal Abundance of Mosquitoes in a West Nile Virus Focus of Southern France Balenghien, T.; Fouque, F.; Sabatier, P. Journal of Medical Entomology, Vol. 43, Issue 5 https://doi.org/10.1093/jmedent/43.5.936	journal	September 2006
Flushing Effect of Rain on Container-Inhabiting Mosquitoes Aedes aegypti and Culex pipiens (Diptera: Culicidae) Koenraadt, C. J. M.; Harrington, L. C. Journal of Medical Entomology, Vol. 45, Issue 1 https://doi.org/10.1093/jmedent/45.1.28	journal	January 2008
Climate change impacts on West Nile virus transmission in a global context Paz, Shlomit Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 370, Issue 1665 https://doi.org/10.1098/rstb.2013.0561	journal	April 2015
Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations Rue, Håvard; Martino, Sara; Chopin, Nicolas Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 71, Issue 2 https://doi.org/10.1111/j.1467-9868.2008.00700.x	journal	April 2009
An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach: Link between Gaussian Fields and Gaussian Markov Random Fields Lindgren, Finn; Rue, Håvard; Lindström, Johan Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 73, Issue 4 https://doi.org/10.1111/j.1467-9868.2011.00777.x	journal	August 2011
The West Nile Virus Encephalitis Outbreak in the United States (1999-2000): From Flushing, New York, to Beyond Its Borders Asnis, Deborah S.; Conetta, Rick; Waldman, Glenn Annals of the New York Academy of Sciences, Vol. 951, Issue 1 https://doi.org/10.1111/j.1749-6632.2001.tb02694.x	journal	December 2001
Structure and Seasonality of Nearctic Culex pipiens Populations Spielman, Andrew Annals of the New York Academy of Sciences, Vol. 951, Issue 1 https://doi.org/10.1111/j.1749-6632.2001.tb02699.x	journal	December 2001
Applying Bayesian spatiotemporal models to fisheries bycatch in the Canadian Arctic Cosandey-Godin, Aurelie; Krainski, Elias Teixeira; Worm, Boris Canadian Journal of Fisheries and Aquatic Sciences, Vol. 72, Issue 2 https://doi.org/10.1139/cjfas-2014-0159	journal	February 2015
Stochastic variable selection strategies for zero-inflated models Cantoni, Eva; Auda, Marie Statistical Modelling, Vol. 18, Issue 1 https://doi.org/10.1177/1471082X17711068	journal	June 2017
Association of West Nile virus illness and urban landscapes in Chicago and Detroit Ruiz, Marilyn O.; Walker, Edward D.; Foster, Erik S. International Journal of Health Geographics, Vol. 6, Issue 1 https://doi.org/10.1186/1476-072X-6-10	journal	January 2007
The geosimulation of West Nile virus propagation: a multi-agent and climate sensitive tool for risk management in public health Bouden, Mondher; Moulin, Bernard; Gosselin, Pierre International Journal of Health Geographics, Vol. 7, Issue 1 https://doi.org/10.1186/1476-072X-7-35	journal	January 2008
Local impact of temperature and precipitation on West Nile virus infection in Culex species mosquitoes in northeast Illinois, USA Ruiz, Marilyn O.; Chaves, Luis F.; Hamer, Gabriel L. Parasites & Vectors, Vol. 3, Issue 1 https://doi.org/10.1186/1756-3305-3-19	journal	January 2010
Development and validation of a climate-based ensemble prediction model for West Nile Virus infection rates in Culex mosquitoes, Suffolk County, New York Little, Eliza; Campbell, Scott R.; Shaman, Jeffrey Parasites & Vectors, Vol. 9, Issue 1 https://doi.org/10.1186/s13071-016-1720-1	journal	August 2016
Avian species diversity and transmission of West Nile virus in Atlanta, Georgia Levine, Rebecca S.; Hedeen, David L.; Hedeen, Meghan W. Parasites & Vectors, Vol. 10, Issue 1 https://doi.org/10.1186/s13071-017-1999-6	journal	February 2017
A comparison of Bayesian spatial models for disease mapping Best, Nicky; Richardson, Sylvia; Thomson, Andrew Statistical Methods in Medical Research, Vol. 14, Issue 1 https://doi.org/10.1191/0962280205sm388oa	journal	February 2005
Partitioning Variation in Multilevel Models Goldstein, Harvey; Browne, William; Rasbash, Jon Understanding Statistics, Vol. 1, Issue 4 https://doi.org/10.1207/S15328031US0104_02	journal	December 2002
Bayesian Variable Selection and Estimation for Group Lasso Xu, Xiaofan; Ghosh, Malay Bayesian Analysis, Vol. 10, Issue 4 https://doi.org/10.1214/14-BA929	journal	December 2015
Landscape Effects on the Presence, Abundance and Diversity of Mosquitoes in Mediterranean Wetlands Roiz, David; Ruiz, Santiago; Soriguer, Ramon PLOS ONE, Vol. 10, Issue 6 https://doi.org/10.1371/journal.pone.0128112	journal	June 2015
Development of a 2001 National Land-Cover Database for the United States Homer, Collin; Huang, Chengquan; Yang, Limin Photogrammetric Engineering & Remote Sensing, Vol. 70, Issue 7 https://doi.org/10.14358/PERS.70.7.829	journal	July 2004
Asymmetrical Competition and Patterns of Abundance of Aedes albopictus and Culex pipiens (Diptera: Culicidae) Costanzo, Katie S.; Mormann, Kimberly; Juliano, Steven A. Journal of Medical Entomology, Vol. 42, Issue 4 https://doi.org/10.1603/0022-2585(2005)042[0559:ACAPOA]2.0.CO;2	journal	July 2005
On the Competition Occurring Between Aedes albopictus and Culex pipiens (Diptera: Culicidae) in Italy Carrieri, Marco; Bacchi, Marta; Bellini, Romeo Environmental Entomology, Vol. 32, Issue 6 https://doi.org/10.1603/0046-225X-32.6.1313	journal	December 2003
Weather Variability Affects Abundance of Larval Culex (Diptera: Culicidae) in Storm Water Catch Basins in Suburban Chicago Gardner, Allison M.; Hamer, Gabriel L.; Hines, Alicia M. Journal of Medical Entomology, Vol. 49, Issue 2 https://doi.org/10.1603/ME11073	journal	March 2012
The Effect of Temperature on Life History Traits of Culex Mosquitoes Ciota, Alexander T.; Matacchiero, Amy C.; Kilpatrick, A. Marm Journal of Medical Entomology, Vol. 51, Issue 1 https://doi.org/10.1603/ME13003	journal	January 2014
Bayesian Spatial Modelling with R - INLA Lindgren, Finn; Rue, Håvard Journal of Statistical Software, Vol. 63, Issue 19 https://doi.org/10.18637/jss.v063.i19	journal	January 2015
Bayesian Variogram Modeling for an Isotropic Spatial Process Ecker, Mark D.; Gelfand, Alan E. Journal of Agricultural, Biological, and Environmental Statistics, Vol. 2, Issue 4 https://doi.org/10.2307/1400508	journal	December 1997
Random-Effects Models for Longitudinal Data Laird, Nan M.; Ware, James H. Biometrics, Vol. 38, Issue 4 https://doi.org/10.2307/2529876	journal	December 1982
Measuring phenological variability from satellite imagery Reed, Bradley C.; Brown, Jesslyn F.; VanderZee, Darrel Journal of Vegetation Science, Vol. 5, Issue 5 https://doi.org/10.2307/3235884	journal	October 1994
West Nile Virus Infection in Birds and Mosquitoes, New York State, 2000 Bernard, Kristen A.; Maffei, Joseph G.; Jones, Susan A. Emerging Infectious Diseases, Vol. 7, Issue 4 https://doi.org/10.3201/eid0704.017415	journal	August 2001
Epidemiology and Transmission Dynamics of West Nile Virus Disease Hayes, Edward B.; Komar, Nicholas; Nasci, Roger S. Emerging Infectious Diseases, Vol. 11, Issue 8 https://doi.org/10.3201/eid1108.050289a	journal	August 2005
Ecologic Factors Associated with West Nile Virus Transmission, Northeastern United States Brown, Heidi E.; Childs, James E.; Diuk-Wasser, Maria A. Emerging Infectious Diseases, Vol. 14, Issue 10 https://doi.org/10.3201/eid1410.071396	journal	October 2008
Modeling Monthly Variation of Culex tarsalis (Diptera: Culicidae) Abundance and West Nile Virus Infection Rate in the Canadian Prairies Chen, Chen-Chih; Epp, Tasha; Jenkins, Emily International Journal of Environmental Research and Public Health, Vol. 10, Issue 7 https://doi.org/10.3390/ijerph10073033	journal	July 2013
Spatio-Temporal Distribution of Vector-Host Contact (VHC) Ratios and Ecological Niche Modeling of the West Nile Virus Mosquito Vector, Culex quinquefasciatus, in the City of New Orleans, LA, USA Sallam, Mohamed; Michaels, Sarah; Riegel, Claudia International Journal of Environmental Research and Public Health, Vol. 14, Issue 8 https://doi.org/10.3390/ijerph14080892	journal	August 2017
Rapid GIS-based profiling of West Nile virus transmission: defining environmental factors associated with an urbansuburban outbreak in Northeast Ohio, USA LaBeaud, A. Desiree; Gorman, Ann-Marie; Koonce, Joe Geospatial health, Vol. 2, Issue 2 https://doi.org/10.4081/gh.2008.245	journal	May 2008
Regional Variation of Climatic Influences on West Nile Virus Outbreaks in the United States Wimberly, Michael C.; Lamsal, Aashis; Giacomo, Paolla The American Journal of Tropical Medicine and Hygiene, Vol. 91, Issue 4 https://doi.org/10.4269/ajtmh.14-0239	journal	October 2014
Meteorological Conditions Associated with Increased Incidence of West Nile Virus Disease in the United States, 2004–2012 Nasci, Roger S.; Delorey, Mark J.; Eisen, Rebecca J. The American Journal of Tropical Medicine and Hygiene, Vol. 92, Issue 5 https://doi.org/10.4269/ajtmh.14-0737	journal	May 2015
Potential for New York mosquitoes to transmit West Nile virus. Turell, M. J.; Oliver, J.; O'Guinn, M. The American Journal of Tropical Medicine and Hygiene, Vol. 62, Issue 3 https://doi.org/10.4269/ajtmh.2000.62.413	journal	March 2000
Regional Differences in the Association Between Land Cover and West Nile Virus Disease Incidence in Humans in the United States Bowden, Sarah E.; Magori, Krisztian; Drake, John M. The American Journal of Tropical Medicine and Hygiene, Vol. 84, Issue 2 https://doi.org/10.4269/ajtmh.2011.10-0134	journal	February 2011
Satellite Vegetation Index Data as a Tool to Forecast Population Dynamics of Medically Important Mosquitoes at Military Installations in the Continental United States Britch, Seth C.; Linthicum, Kenneth J.; Anyamba, Assaf Military Medicine, Vol. 173, Issue 7 https://doi.org/10.7205/MILMED.173.7.677	journal	July 2008
A comparison of least squares regression and geographically weighted regression modeling of West Nile virus risk based on environmental parameters Kala, Abhishek K.; Tiwari, Chetan; Mikler, Armin R. PeerJ, Vol. 5 https://doi.org/10.7717/peerj.3070	journal	January 2017

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