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Volumn 14, Issue 1, 2015, Pages

Re-examining environmental correlates of Plasmodium falciparum Malaria endemicity: A data-intensive variable selection approach

Author keywords

Africa; Malaria mapping; Plasmodium falciparum

Indexed keywords

ARTICLE; ENDEMIC DISEASE; ENVIRONMENTAL FACTOR; HUMAN; HUMIDITY; LAND USE; MALARIA FALCIPARUM; NONHUMAN; PARASITE CONTROL; PLASMODIUM FALCIPARUM; PRECIPITATION; PREVALENCE; TEMPERATURE; VEGETATION; AFRICA; ENVIRONMENT; GEOGRAPHIC MAPPING; MALARIA, FALCIPARUM; META ANALYSIS; PARASITOLOGY; PHYSIOLOGY; RISK; SPATIAL ANALYSIS; STATISTICS AND NUMERICAL DATA; THEORETICAL MODEL;

EID: 84928737132     PISSN: None     EISSN: 14752875     Source Type: Journal    
DOI: 10.1186/s12936-015-0574-x     Document Type: Article
Times cited : (91)

References (40)
  • 3
    • 84878145468 scopus 로고    scopus 로고
    • Providing open access data online to advance malaria research and control
    • Moyes CA, Temperley W, Henry A, Burgert C, Hay SI. Providing open access data online to advance malaria research and control. Malar J. 2013;12:161.
    • (2013) Malar J , vol.12 , pp. 161
    • Moyes, C.A.1    Temperley, W.2    Henry, A.3    Burgert, C.4    Hay, S.I.5
  • 7
    • 84893007723 scopus 로고    scopus 로고
    • Geneva: World Health Organization
    • WHO. World Malaria Report 2013. Geneva: World Health Organization; 2013.
    • (2013) World Malaria Report 2013
    • WHO1
  • 9
    • 77954612924 scopus 로고    scopus 로고
    • Quantifying aggregated uncertainty in Plasmodium falciparum malaria prevalence and populations at risk via efficient space-time geostatistical joint simulation
    • Gething PW, Patil AP, Hay SI. Quantifying aggregated uncertainty in Plasmodium falciparum malaria prevalence and populations at risk via efficient space-time geostatistical joint simulation. PLoS Comput Biol. 2010;6:e1000724.
    • (2010) PLoS Comput Biol. , vol.6 , pp. e1000724
    • Gething, P.W.1    Patil, A.P.2    Hay, S.I.3
  • 10
    • 0141767040 scopus 로고    scopus 로고
    • Proper multivariate conditional autoregressive models for spatial data analysis
    • Gelfand AE, Vounatsou P. Proper multivariate conditional autoregressive models for spatial data analysis. Biostatistics. 2003;4:11-5.
    • (2003) Biostatistics , vol.4 , pp. 11-15
    • Gelfand, A.E.1    Vounatsou, P.2
  • 11
    • 0024353350 scopus 로고
    • Applications of remote sensing to the identification of the habitats of parasites and disease vectors
    • Hugh-Jones M. Applications of remote sensing to the identification of the habitats of parasites and disease vectors. Parasitol Today. 1989;5:244-51.
    • (1989) Parasitol Today , vol.5 , pp. 244-251
    • Hugh-Jones, M.1
  • 12
    • 84988451768 scopus 로고    scopus 로고
    • A methodological framework for the improved use of routine health system data to evaluate national malaria control programs: Evidence from Zambia
    • Bennett A, Yukich J, Miller J, Vounatsou P, Hamainza B, Ingwe M, et al. A methodological framework for the improved use of routine health system data to evaluate national malaria control programs: evidence from Zambia. Popul Health Metr. 2014;12:30.
    • (2014) Popul Health Metr , vol.12 , pp. 30
    • Bennett, A.1    Yukich, J.2    Miller, J.3    Vounatsou, P.4    Hamainza, B.5    Ingwe, M.6
  • 13
    • 36048934939 scopus 로고    scopus 로고
    • Standardizing estimates of the Plasmodium falciparum parasite rate
    • Smith DL, Guerra CA, Snow RW, Hay SI. Standardizing estimates of the Plasmodium falciparum parasite rate. Malar J. 2007;6:131-1.
    • (2007) Malar J , vol.6 , pp. 131-131
    • Smith, D.L.1    Guerra, C.A.2    Snow, R.W.3    Hay, S.I.4
  • 14
    • 79952453332 scopus 로고
    • The influence of temperature on the development of the malaria parasite in the mosquito
    • (in Russian)
    • Nikolaev BP. [The influence of temperature on the development of the malaria parasite in the mosquito] (in Russian). Trans Pasteur Inst Epidem Bakt (Leningr). 1935;2:108.
    • (1935) Trans Pasteur Inst Epidem Bakt (Leningr) , vol.2 , pp. 108
    • Nikolaev, B.P.1
  • 15
    • 0001491422 scopus 로고
    • The analysis of mortality and survival rates in wild populations of mosquitoes
    • Clements AN, Paterson GD. The analysis of mortality and survival rates in wild populations of mosquitoes. J Appl Ecol. 1981;18:373-99.
    • (1981) J Appl Ecol , vol.18 , pp. 373-399
    • Clements, A.N.1    Paterson, G.D.2
  • 16
    • 0036846044 scopus 로고    scopus 로고
    • Validation of the land-surface temperature products retrieved from Terra Moderate Resolution Imaging Spectroradiometer data
    • Wan Z, Zhang Y, Zhang Q, Li Z-l. Validation of the land-surface temperature products retrieved from Terra Moderate Resolution Imaging Spectroradiometer data. Remote Sens Environ. 2002;83:163-80.
    • (2002) Remote Sens Environ , vol.83 , pp. 163-180
    • Wan, Z.1    Zhang, Y.2    Zhang, Q.3    Li Z.-l.4
  • 18
    • 84901052448 scopus 로고    scopus 로고
    • Air temperature suitability for Plasmodium falciparum malaria transmission in Africa 2000-2012: A high-resolution spatiotemporal prediction
    • Weiss DJ, Bhatt S, Mappin B, Van Boeckel T, Smith DL, Hay SI, et al. Air temperature suitability for Plasmodium falciparum malaria transmission in Africa 2000-2012: a high-resolution spatiotemporal prediction. Malar J. 2014;13:171.
    • (2014) Malar J , vol.13 , pp. 171
    • Weiss, D.J.1    Bhatt, S.2    Mappin, B.3    Van Boeckel, T.4    Smith, D.L.5    Hay, S.I.6
  • 22
    • 0030429663 scopus 로고    scopus 로고
    • NDWI-A normalized difference water index for remote sensing of vegetation liquid water from space
    • Gao B. NDWI-A normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sens Environ. 1996;58:257-66.
    • (1996) Remote Sens Environ , vol.58 , pp. 257-266
    • Gao, B.1
  • 23
    • 0002252043 scopus 로고
    • The tasseled cap - A graphic description of the spectral-temporal development of agricultural crops as seen by Landsat
    • Purdue University, West Lafayette, Indiana
    • Kauth RJ, Thomas GS. The tasseled cap - A graphic description of the spectral-temporal development of agricultural crops as seen by Landsat. In: Proceedings of the Symposium on Machine Processing of Remotely Sensed Data; Purdue University, West Lafayette, Indiana. 1976. p. 4B-41-44B-50.
    • (1976) Proceedings of the Symposium on Machine Processing of Remotely Sensed Data , pp. 4B41-44B50
    • Kauth, R.J.1    Thomas, G.S.2
  • 24
    • 41449105567 scopus 로고    scopus 로고
    • MODIS tasselled cap: Land cover characteristics expressed through transformed MODIS data
    • Lobser SE, Cohen WB. MODIS tasselled cap: land cover characteristics expressed through transformed MODIS data. Int J Remote Sens. 2007;28:5079-101.
    • (2007) Int J Remote Sens , vol.28 , pp. 5079-5101
    • Lobser, S.E.1    Cohen, W.B.2
  • 25
    • 79957588291 scopus 로고    scopus 로고
    • Percent surface water estimation from MODIS BRDF 16-day image composites
    • Weiss DJ, Crabtree RL. Percent surface water estimation from MODIS BRDF 16-day image composites. Remote Sens Environ. 2011;115:2035-46.
    • (2011) Remote Sens Environ , vol.115 , pp. 2035-2046
    • Weiss, D.J.1    Crabtree, R.L.2
  • 26
    • 79953189133 scopus 로고    scopus 로고
    • Global aridity index (global-aridity) and global potential evapo-transpiration (global-PET) geospatial database
    • Published online, available from the CGIAR-CSI GeoPortal Global Aridity Index Global-Aridity and Global Potential Evapo-Transpiration Global-PET Geospatial Database. In. CGIAR Consortium for Spatial Information
    • Trabucco A, Zomer RJ. "Global aridity index (global-aridity) and global potential evapo-transpiration (global-PET) geospatial database". CGIAR Consortium for Spatial Information. Published online, available from the CGIAR-CSI GeoPortal at: http://www.cgiar-csi.org/. Global Aridity Index (Global-Aridity) and Global Potential Evapo-Transpiration (Global-PET) Geospatial Database. In. CGIAR Consortium for Spatial Information (2009).
    • (2009) CGIAR Consortium for Spatial Information
    • Trabucco, A.1    Zomer, R.J.2
  • 27
    • 33746321876 scopus 로고    scopus 로고
    • A global assessment of closed forests, deforestation and malaria risk
    • Guerra C, Snow R, Hay S. A global assessment of closed forests, deforestation and malaria risk. Ann Trop Med Parasitol. 2006;100:189.
    • (2006) Ann Trop Med Parasitol , vol.100 , pp. 189
    • Guerra, C.1    Snow, R.2    Hay, S.3
  • 30
    • 0018441920 scopus 로고
    • A physically based, variable contributing area model of basin hydrology
    • Beven KJ, Kirkby MJ. A physically based, variable contributing area model of basin hydrology. Hydrol Sci Bull. 1979;24:43-69.
    • (1979) Hydrol Sci Bull. , vol.24 , pp. 43-69
    • Beven, K.J.1    Kirkby, M.J.2
  • 31
    • 56649097498 scopus 로고    scopus 로고
    • Human population, urban settlement patterns and their impact on Plasmodium falciparum malaria endemicity
    • Tatem AJ, Guerra CA, Kabaria CW, Noor AM, Hay SI. Human population, urban settlement patterns and their impact on Plasmodium falciparum malaria endemicity. Malar J. 2008;7:218.
    • (2008) Malar J , vol.7 , pp. 218
    • Tatem, A.J.1    Guerra, C.A.2    Kabaria, C.W.3    Noor, A.M.4    Hay, S.I.5
  • 32
    • 44949144118 scopus 로고    scopus 로고
    • High resolution population maps for low income nations: Combining land cover and census in East Africa
    • Tatem AJ, Noor AM, Von Hagen C, Di Gregorio A, Hay SI. High resolution population maps for low income nations: combining land cover and census in East Africa. PLoS ONE. 2007;2:e1298.
    • (2007) PLoS ONE , vol.2 , pp. e1298
    • Tatem, A.J.1    Noor, A.M.2    Von Hagen, C.3    Di Gregorio, A.4    Hay, S.I.5
  • 35
    • 79958035273 scopus 로고    scopus 로고
    • Ispra Italy: Global Environment Monitoring Unit - Joint Research Centre of the European Commission
    • Nelson A. Travel time to major cities: A global map of Accessibility. Ispra Italy: Global Environment Monitoring Unit - Joint Research Centre of the European Commission; 2008.
    • (2008) Travel Time to Major Cities: A Global Map of Accessibility
    • Nelson, A.1
  • 36
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A new look at the statistical model identification. IEEE Trans Automat Contr. 1974;19:716-23.
    • (1974) IEEE Trans Automat Contr , vol.19 , pp. 716-723
    • Akaike, H.1
  • 37
    • 0036071341 scopus 로고    scopus 로고
    • The Global 200: Priority ecoregions for global conservation
    • Olson DM, Dinerstein E. The Global 200: Priority ecoregions for global conservation. Ann Mo Bot Gard 2002:199-224
    • (2002) Ann Mo Bot Gard , pp. 199-224
    • Olson, D.M.1    Dinerstein, E.2
  • 38
    • 84874725861 scopus 로고    scopus 로고
    • Collinearity: A review of methods to deal with it and a simulation study evaluating their performance
    • Dormann CF, Elith J, Bacher S, Buchmann C, Carl G, Carré G, et al. Collinearity: a review of methods to deal with it and a simulation study evaluating their performance. Ecography. 2013;36:27-46.
    • (2013) Ecography , vol.36 , pp. 27-46
    • Dormann, C.F.1    Elith, J.2    Bacher, S.3    Buchmann, C.4    Carl, G.5    Carré, G.6
  • 39
    • 84893179575 scopus 로고
    • Variable selection via Gibbs sampling
    • George EI, McCulloch RE. Variable selection via Gibbs sampling. J Am Stat Assoc. 1993;88:881-9.
    • (1993) J Am Stat Assoc. , vol.88 , pp. 881-889
    • George, E.I.1    McCulloch, R.E.2
  • 40
    • 0002297105 scopus 로고
    • Conditional logit analysis of qualitative choice behavior
    • Edited by Zarembka P. New York
    • McFadden D. Conditional logit analysis of qualitative choice behavior. In Frontiers in econometrics. Edited by Zarembka P. New York 1974:105-142.
    • (1974) Frontiers in Econometrics , pp. 105-142
    • McFadden, D.1


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