About MosquitoMap Data

General Human population: LandScan 2000 Global Administrative Areas (GADM) Populated Places Water Bodies Streams: non-perennial and perennial Built-up areas Pathogen Japanese encephalitis/INTREPID/Stretched/1 Dengue/INTREPID/Stretched/1 Rift Valley Fever/INTREPID/Stretched/1 Rift Valley Fever/GEIS/Binary/1 Yellow Fever/INTREPID/Stretched/1 P.falciparum in 2005/MAP/Binary/1 P.vivax in 2005/MAP/Binary/1 P.falciparum in 2007/MAP/Binary/1 P.vivax in 2007/MAP/Binary/1 P.falciparum prevalence in 2-9yo/Kulkarni/Stretched/1

Vector An.minimus/Foley/Binary/1 An.harrisoni/Foley/Binary/1 An.sinensis/Foley/Binary/1 An.kleini/Foley/Binary/1 An.pullus/Foley/Binary/1 An.belenrae/Foley/Binary/1 An.lindesayi/Foley/Binary/1 An.koreicus/Foley/Binary/1 An.lesteri/Foley/Binary/1 An.sineroides/Foley/Binary/1 Cx.tritaeniorhynchus/Masuoka/Stretched/1 An.quadrimaculatus/Benedict/1 An.maverlius/Benedict/1 An.smaragdinus/Benedict/1 An.diluvialis/Benedict/1 An.inundatus/Benedict/1 An.arabiensis/Kulkarni/Binary/1 An.funestus/Kulkarni/Binary/1 An.gambiae/Kulkarni/Binary/1

General

LandScan 2000
• The LandScanTM Dataset comprises a worldwide population database compiled on a 30" X 30" latitude/longitude grid. Census counts (at sub-national level) were apportioned to each grid cell based on likelihood coefficients, which are based on proximity to roads, slope, land cover, nighttime lights, and other information. LandScan has been developed as part of the Oak Ridge National Laboratory (ORNL) Global Population Project for estimating ambient populations at risk. Available at http://www.ornl.gov/sci/landscan/index.html.
•  
• GADM
• Global Administrative Areas (version 0.9). Available at http://biogeo.berkeley.edu/gadm/.
•  
• Populated Places
• P. Hearn, Jr., T. Hare, P. Schruben, D. Sherrill, C. Lamar, and P. Tsushima, 2003. Global GIS Database: Digital Atlas of the Earth, USGS Digital Data Series DDS-62-H, Flagstaff, AZ.
•  
• Water Bodies
• P. Hearn, Jr., T. Hare, P. Schruben, D. Sherrill, C. Lamar, and P. Tsushima, 2003. Global GIS Database: Digital Atlas of the Earth, USGS Digital Data Series DDS-62-H, Flagstaff, AZ.
•  
• Streams: non-perennial and perennial
• P. Hearn, Jr., T. Hare, P. Schruben, D. Sherrill, C. Lamar, and P. Tsushima, 2003. Global GIS Database: Digital Atlas of the Earth, USGS Digital Data Series DDS-62-H, Flagstaff, AZ.
•  
• Built-up areas
• P. Hearn, Jr., T. Hare, P. Schruben, D. Sherrill, C. Lamar, and P. Tsushima, 2003. Global GIS Database: Digital Atlas of the Earth, USGS Digital Data Series DDS-62-H, Flagstaff, AZ.

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Pathogen

• Japanese encephalitis
• Non-linear discriminant cluster analysis (see Rogers, D.J. 2006.
• Models for vectors and vector-borne diseases. Advances in Parasitology 62, 1 – 35).
• The International Research Partnership for Infectious Diseases (INTREPID) - 2006 Manager: Monica Faeth-Myers
• Database Development: Dr. Simon Hay and Dr. Carlos Guerra
• Image Processing: Dr. Simon Hay and Prof. David Rogers
• Model development: Ben McCormick and Prof. David Rogers
• Spatial Ecology and Epidemiology Research Group, University of Oxford, Department of Zoology, South Parks Rd., Oxford OX1 3PS, UK.
• david.rogers@zoo.ox.ac.uk
•  
• Dengue
• Non-linear discriminant cluster analysis (see Rogers, D.J. 2006.
• Models for vectors and vector-borne diseases. Advances in Parasitology 62, 1 – 35).
• The International Research Partnership for Infectious Diseases (INTREPID) - 2006 Manager: Monica Faeth-Myers
• Database Development: Dr. Simon Hay and Dr. Carlos Guerra
• Image Processing: Dr. Simon Hay and Prof. David Rogers
• Model development: Ben McCormick and Prof. David Rogers
• Spatial Ecology and Epidemiology Research Group, University of Oxford, Department of Zoology, South Parks Rd., Oxford OX1 3PS, UK.
• david.rogers@zoo.ox.ac.uk
•  
• Rift Valley Fever
• Non-linear discriminant cluster analysis (see Rogers, D.J. 2006.
• Models for vectors and vector-borne diseases. Advances in Parasitology 62, 1 – 35).
• The International Research Partnership for Infectious Diseases (INTREPID) - 2006 Manager: Monica Faeth-Myers
• Database Development: Dr. Simon Hay and Dr. Carlos Guerra
• Image Processing: Dr. Simon Hay and Prof. David Rogers
• Model development: Ben McCormick and Prof. David Rogers
• Spatial Ecology and Epidemiology Research Group, University of Oxford, Department of Zoology, South Parks Rd., Oxford OX1 3PS, UK.
• david.rogers@zoo.ox.ac.uk

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• Rift Valley Fever (GEIS)
• Areas indicated are those within an RVF endemic region or in areas where RVF virus has previously been identified
• DoD-GEIS & NASA/GSFC Project leader: Asaph Anyamba
• from the DoD-GEISWeb RVF page http://www.geis.fhp.osd.mil/GEIS/SurveillanceActivities/RVFWeb/indexRVF.asp
• asaph.anyamba-1@nasa.gov
•  
• Yellow Fever
• Non-linear discriminant cluster analysis (see Rogers, D.J. 2006.
• Models for vectors and vector-borne diseases. Advances in Parasitology 62, 1 – 35).
• The International Research Partnership for Infectious Diseases (INTREPID) - 2006 Manager: Monica Faeth-Myers
• Database Development: Dr. Simon Hay and Dr. Carlos Guerra
• Image Processing: Dr. Simon Hay and Prof. David Rogers
• Model development: Ben McCormick and Prof. David Rogers
• Spatial Ecology and Epidemiology Research Group, University of Oxford, Department of Zoology, South Parks Rd., Oxford OX1 3PS, UK.
• david.rogers@zoo.ox.ac.uk
•  
• Spatial limits and endemic levels of Plasmodium falciparum in 2005.
• Hypoendemic, Mesoendemic and Hyper-holoendemic
• Several sources of information on malaria risk (notably international travel health guidelines on malaria chemoprophylaxis, altitude limits for dominant vectors, climate limits for malaria transmission and human population density thresholds) have been combined in a GIS to generate this map. See Guerra et al. (2006) Advances in Parasitology 62: 157 – 179 and Guerra et al. (2006) Trends in Parasitology 22: 353 – 358 for details.
• The method for defining the endemic levels within these limits can be found in Snow et al. (2005) Nature 434: 214 – 217.
• This map layer was digitized from an image file that was available from the Malaria Atlas Project http://www.map.ox.ac.uk/index.htm, and is provided here only as a guide. Errors of translation and geopositioning may have occurred, particularly in coastal areas, that were not present on the original image.
•  
• Spatial limits and endemic levels of Plasmodium vivax in 2005.
• Several sources of information on malaria risk (notably international travel health guidelines on malaria chemoprophylaxis, altitude limits for dominant vectors, climate limits for malaria transmission and human population density thresholds) have been combined in a GIS to generate this map. See Guerra et al. (2006) Advances in Parasitology 62: 157 – 179 and Guerra et al. (2006) Trends in Parasitology 22: 353 – 358 for details.
• The method for defining the endemic levels within these limits can be found in Snow et al. (2005) Nature 434: 214 – 217.
• This map layer was digitized from an image file that was available from the Malaria Atlas Project http://www.map.ox.ac.uk/index.htm, and is provided here only as a guide. Errors of translation and geopositioning may have occurred, particularly in coastal areas, that were not present on the original image.
•  
• Spatial limits and endemic levels of Plasmodium falciparum in 2007.
• Stable (where PfAPI greater than or equal to 0.1 per thousand pa) and Unstable (where PfAPI < 0.1 per thousand pa)
• Uses nationally reported case-incidence data, medical intelligence, and biological rules of transmission exclusion, using temperature and aridity limits informed by the bionomics of dominant Anopheles vector species. See Guerra, C.A., Gikandi, P.W., Tatem, A.J., Noor, A.M., Smith, D.L., Hay, S.I. & Snow, R.W. (2008). The limits and intensity of Plasmodium falciparum transmission: implications for malaria control and elimination worldwide. PLoS Med, 5(2):e38, and the Malaria Atlas Project http://www.map.ox.ac.uk/index.htm for details.
•  
• Spatial limits and endemic levels of Plasmodium vivax in 2007.
• Uses nationally reported case-incidence data, medical intelligence, and biological rules of transmission exclusion, using temperature and aridity limits informed by the bionomics of dominant Anopheles vector species. See Guerra, C.A., Gikandi, P.W., Tatem, A.J., Noor, A.M., Smith, D.L., Hay, S.I. & Snow, R.W. (2008). The limits and intensity of Plasmodium falciparum transmission: implications for malaria control and elimination worldwide. PLoS Med, 5(2):e38, and the Malaria Atlas Project http://www.map.ox.ac.uk/index.htm for details.
•  
• Plasmodium falciparum prevalence in children 2-9 years (Tanzania).
• Estimated Pf risk at 30 metre resolution [resampled to 1km resolution] from regression analysis of community-based measures of prevalence with altitude and area of vector habitat within 1.5km radius of grid cells. See Kulkarni MA, Desrochers RE and Kerr JT (2010). High resolution niche models of malaria vectors in Tanzania: A new capacity to predict malaria risk? PLoS ONE 5(2): e9396. See http://www.plosone.org/article/info:doi/10.1371/journal.pone.0009396 for details.
• Download 1km resampled ESRI Grid files for Pf prevalence in 2-9 year olds for Tanzania (356KB). Users of this model should cite the article above.

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Vector

• Anopheles minimus_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-03-28
• InformationWithheld: No data
• SpatialResolution: 0.04degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: 0.05 omission
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 73
• EnvironmentalLayers: 59 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Rueda, L.M., Peterson, A.T. and Wilkerson, R.C. (2008). Potential distribution of two species in the medically important Anopheles minimus complex (Diptera: Culicidae). J. Med. Entomol. 45(5): 852-860.
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_minimus 1
• GlobalUniqueIdentifier: USNM:MosquitoModel: An_minimus 1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. minimus (161KB)

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• Anopheles harrisoni_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-03-28
• InformationWithheld: No data
• SpatialResolution: 0.04degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: 0.05 omission
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 42
• EnvironmentalLayers: 59 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Rueda, L.M., Peterson, A.T. and Wilkerson, R.C. (2008). Potential distribution of two species in the medically important Anopheles minimus complex (Diptera: Culicidae). J. Med. Entomol. 45(5): 852-860.
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_harrisoni_1
• GlobalUniqueIdentifier: USNM:MosquitoModel: An_harrisoni_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. harrisoni (161KB)

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• Anopheles sinensis_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-10-28
• InformationWithheld: No data
• SpatialResolution: 0.0083degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: lowest presence threshold
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 80
• EnvironmentalLayers: 86 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Klein, T.A., Kim, H-C., Sames W.J., Wilkerson R.C. and Rueda, L.M. The geographic distribution and ecology of potential malaria vectors in the Republic of Korea. J. Med. Entomol. 46: 680-692
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_sinensis_1
• GlobalUniqueIdentifier: USNM:MosquitoModel: An_sinensis_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. sinensis (282KB)

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• Anopheles kleini_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-10-28
• InformationWithheld: No data
• SpatialResolution: 0.0083degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: lowest presence threshold
• NumberUniquePoints: 32
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• EnvironmentalLayers: 86 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Klein, T.A., Kim, H-C., Sames W.J., Wilkerson R.C. and Rueda, L.M. The geographic distribution and ecology of potential malaria vectors in the Republic of Korea. J. Med. Entomol. 46: 680-692.
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_kleini_1
• GlobalUniqueIdentifier: USNM:MosquitoModel:An_kleini_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. kleini (282KB)

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• Anopheles pullus_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-10-28
• InformationWithheld: No data
• SpatialResolution: 0.0083degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: lowest presence threshold
• NumberUniquePoints: 33
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• EnvironmentalLayers: 86 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Klein, T.A., Kim, H-C., Sames W.J., Wilkerson R.C. and Rueda, L.M. The geographic distribution and ecology of potential malaria vectors in the Republic of Korea. J. Med. Entomol. 46: 680-692.
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_pullus_1
• GlobalUniqueIdentifier: USNM:MosquitoModel:An_pullus_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. pullus (282KB)

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• Anopheles belenrae_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-10-28
• InformationWithheld: No data
• SpatialResolution: 0.0083degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: lowest presence threshold
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 36
• EnvironmentalLayers: 86 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Klein, T.A., Kim, H-C., Sames W.J., Wilkerson R.C. and Rueda, L.M. The geographic distribution and ecology of potential malaria vectors in the Republic of Korea. J. Med. Entomol. 46: 680-692.
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_belenrae_1
• GlobalUniqueIdentifier: USNM:MosquitoModel:An_belenrae_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. belenrae (282KB)

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• Anopheles lindesayi_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-10-28
• InformationWithheld: No data
• SpatialResolution: 0.0083degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: lowest presence threshold
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 9
• EnvironmentalLayers: 86 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Klein, T.A., Kim, H-C., Sames W.J., Wilkerson R.C. and Rueda, L.M. The geographic distribution and ecology of potential malaria vectors in the Republic of Korea. J. Med. Entomol. 46: 680-692.
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_lindesayi_1
• GlobalUniqueIdentifier: USNM:MosquitoModel:An_lindesayi_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. lindesayi (282KB)

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• Anopheles koreicus_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-10-28
• InformationWithheld: No data
• SpatialResolution: 0.0083degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: lowest presence threshold
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 9
• EnvironmentalLayers: 86 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Klein, T.A., Kim, H-C., Sames W.J., Wilkerson R.C. and Rueda, L.M. The geographic distribution and ecology of potential malaria vectors in the Republic of Korea. J. Med. Entomol. 46: 680-692.
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_koreicus_1
• GlobalUniqueIdentifier: USNM:MosquitoModel:An_koreicus_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. koreicus (282KB)

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• Anopheles lesteri_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-10-28
• InformationWithheld: No data
• SpatialResolution: 0.0083degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: lowest presence threshold
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 12
• EnvironmentalLayers: 86 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Klein, T.A., Kim, H-C., Sames W.J., Wilkerson R.C. and Rueda, L.M. The geographic distribution and ecology of potential malaria vectors in the Republic of Korea. J. Med. Entomol. 46: 680-692.
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_lesteri_1
• GlobalUniqueIdentifier: USNM:MosquitoModel:An_lesteri_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. lesteri (282KB)

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• Anopheles sineroides_Foley_Binary_1
• SubmitterOrganization: Walter Reed Biosystematics Unit (WRAIR, Division of Entomology)
• SubmitterWebSite: http://www.wrbu.org/
• SubmitterPerson: Foley DH, Wilkerson RC
• SubmitterEmail: foleydes@si.edu and wilkersonr@si.edu
• SubmitterAddress: Walter Reed Biosystematics Unit MSC MRC534 Smithsonian Institution 4210 Silver Hill Rd Suitland MD 20746 USA
• DateLastModified: 2008-10-28
• InformationWithheld: No data
• SpatialResolution: 0.0083degrees
• ModelDescription: Consensus by intersection of models by GARP (Desktop GARP 1.1.3, Scachetti-Pereira 2003) and Maxent 2.2.0 (Phillips 2006)
• LayerClasses: 2
• Threshold: lowest presence threshold
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 20
• EnvironmentalLayers: 86 layers reduced to 15 by PCA
• RelatedInformation: Foley, D.H., Klein, T.A., Kim, H-C., Sames W.J., Wilkerson R.C. and Rueda, L.M. The geographic distribution and ecology of potential malaria vectors in the Republic of Korea. J. Med. Entomol. 46: 680-692.
• InstitutionCode: USNM
• CollectionCode: MosquitoModel
• CatalogNumber: An_sineroides_1
• GlobalUniqueIdentifier: USNM:MosquitoModel:An_sineroides_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An. sineroides (282KB)

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• Culex tritaeniorhynchus_Masuoka_Stretched_1
• SubmitterOrganization: Uniformed Services University of the Health Sciences
• SubmitterWebSite: http://www.usuhs.mil/
• SubmitterPerson: Masuoka, Penny and Grieco, John
• SubmitterEmail: pmasuoka@usuhs.mil and jgrieco@usuhs.mil
• SubmitterAddress: USUHS, Dept of Preventive Medicine and Biometrics, 4301 Jones Bridge Road, MD 20814 USA
• DateLastModified: 2009-12-22
• InformationWithheld: No data
• SpatialResolution: 0.0083degrees
• ModelDescription: Maxent model version 3.219 (Phillips 2006)
• LayerClasses: na
• Threshold: na
• Value range: 0.00002 to 0.98 (Value of each pixel represents the probability of species occurrence in that pixel)
• NumberUniquePoints: 96
• EnvironmentalLayers: 51 layers: Boston University’s Land Cover derived from MODIS, sum of cropland pixels in 5x5 pixel area, WorldClim monthly precipitation, WorldClim monthly minimum temperature, WorldClim monthly maximum temperature, SPOT mean monthly NDVI, SRTM elevation
• RelatedInformation: Masuoka PM, Klein TA, Kim HC, Claborn DM, Achee N, Andre R, Chamberlin J, Small J, Anyamba A, Lee DK, Yi SH, Sardelis M, Ju YR, Grieco J. Modeling the distribution of Culex tritaeniorhynchus to Predict Japanese Encephalitis Distribution in the Republic of Korea. International Journal of Health Geographics (submitted).
• InstitutionCode: USUHS
• CollectionCode: MosquitoModel
• CatalogNumber: Cx_tritaeniorhynchus_1
• GlobalUniqueIdentifier: USUHS:MosquitoModel:Cx_tritaeniorhynchus_1
• Projection/datum: GCS WGS84
• Download ESRI files for Cx_tritaeniorhynchus (1166KB)

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• Anopheles quadrimaculatus_1
• SubmitterOrganization: No data
• SubmitterWebSite: No data
• SubmitterPerson: Benedict, Q. Mark
• SubmitterEmail: M.Benedict@iaea.org
• SubmitterAddress: IAEA Agency's Laboratories/NAHU A-2444 Seibersdorf Austria
• DateLastModified: 2003-11-10
• InformationWithheld: No data
• SpatialResolution: 0.1degrees
• ModelDescription: Desktop GARP
• LayerClasses: 10
• Threshold: na
• Value range: na
• NumberUniquePoints: 155
• EnvironmentalLayers: daily temperature range, precipitation, mean minimum temperature, mean maximum temperature, mean temperature, vapor pressure (obtained from the Intergovernmental Panel on Climate Change for the years 1961-1990), aspect, elevation, and slope.
• RelatedInformation: Levine, R. S., A. T. Peterson, and M. Q. Benedict. 2004. Distribution of Members of Anopheles quadrimaculatus Say s.l. (Diptera: Culicidae) and Implications for Their Roles in Malaria Transmission in the United States. Journal of Medical entomology 41(4):607-613.
• InstitutionCode: MMap
• CollectionCode: MosquitoModel
• CatalogNumber: An_quadrimaculatus_1
• GlobalUniqueIdentifier: MMap:MosquitoModel:An_quadrimaculatus_1
• Projection/datum: GCS WGS84
• Download .JPG files for An_quadrimaculatus_1 (640KB)

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• Anopheles maverlius_Benedict_1
• SubmitterOrganization: No data
• SubmitterWebSite: No data
• SubmitterPerson: Benedict, Q. Mark
• SubmitterEmail: M.Benedict@iaea.org
• SubmitterAddress: IAEA Agency's Laboratories/NAHU A-2444 Seibersdorf Austria
• DateLastModified: 2003-11-10
• InformationWithheld: No data
• SpatialResolution: 0.1degrees
• ModelDescription: Desktop GARP
• LayerClasses: 10
• Threshold: na
• Value range: na
• NumberUniquePoints: 32
• EnvironmentalLayers: daily temperature range, precipitation, mean minimum temperature, mean maximum temperature, mean temperature, vapor pressure (obtained from the Intergovernmental Panel on Climate Change for the years 1961-1990), aspect, elevation, and slope.
• RelatedInformation: Levine, R. S., A. T. Peterson, and M. Q. Benedict. 2004. Distribution of Members of Anopheles quadrimaculatus Say s.l. (Diptera: Culicidae) and Implications for Their Roles in Malaria Transmission in the United States. Journal of Medical entomology 41(4):607-613.
• InstitutionCode: MMap
• CollectionCode: MosquitoModel
• CatalogNumber: An_maverlius_1
• GlobalUniqueIdentifier: MMap:MosquitoModel:An_maverlius_1
• Projection/datum: GCS WGS84
• Download .JPG files for An_maverlius_1 (640KB)

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• Anopheles smaragdinus_Benedict_1
• SubmitterOrganization: No data
• SubmitterWebSite: No data
• SubmitterPerson: Benedict, Q. Mark
• SubmitterEmail: M.Benedict@iaea.org
• SubmitterAddress: IAEA Agency's Laboratories/NAHU A-2444 Seibersdorf Austria
• DateLastModified: 2003-11-10
• InformationWithheld: No data
• SpatialResolution: 0.1degrees
• ModelDescription: Desktop GARP
• LayerClasses: 10
• Threshold: na
• Value range: na
• NumberUniquePoints: 44
• EnvironmentalLayers: daily temperature range, precipitation, mean minimum temperature, mean maximum temperature, mean temperature, vapor pressure (obtained from the Intergovernmental Panel on Climate Change for the years 1961-1990), aspect, elevation, and slope.
• RelatedInformation: Levine, R. S., A. T. Peterson, and M. Q. Benedict. 2004. Distribution of Members of Anopheles quadrimaculatus Say s.l. (Diptera: Culicidae) and Implications for Their Roles in Malaria Transmission in the United States. Journal of Medical entomology 41(4):607-613.
• InstitutionCode: MMap
• CollectionCode: MosquitoModel
• CatalogNumber: An_smaragdinus_1
• GlobalUniqueIdentifier: MMap:MosquitoModel:An_smaragdinus_1
• Projection/datum: GCS WGS84
• Download .JPG files for An_smaragdinus_1 (640KB)

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• Anopheles diluvialis_Benedict_1
• SubmitterOrganization: No data
• SubmitterWebSite: No data
• SubmitterPerson: Benedict, Q. Mark
• SubmitterEmail: M.Benedict@iaea.org
• SubmitterAddress: IAEA Agency's Laboratories/NAHU A-2444 Seibersdorf Austria
• DateLastModified: 2003-11-10
• InformationWithheld: No data
• SpatialResolution: 0.1degrees
• ModelDescription: Desktop GARP
• LayerClasses: 10
• Threshold: na
• Value range: na
• NumberUniquePoints: No data
• EnvironmentalLayers: daily temperature range, precipitation, mean minimum temperature, mean maximum temperature, mean temperature, vapor pressure (obtained from the Intergovernmental Panel on Climate Change for the years 1961-1990), aspect, elevation, and slope.
• RelatedInformation: Levine, R. S., A. T. Peterson, and M. Q. Benedict. 2004. Distribution of Members of Anopheles quadrimaculatus Say s.l. (Diptera: Culicidae) and Implications for Their Roles in Malaria Transmission in the United States. Journal of Medical entomology 41(4):607-613.
• InstitutionCode: MMap
• CollectionCode: MosquitoModel
• CatalogNumber: An_diluvialis_1
• GlobalUniqueIdentifier: MMap:MosquitoModel:An_diluvialis_1
• Projection/datum: GCS WGS84
• Download .JPG files for An_diluvialis_1 (640KB)

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• Anopheles inundatus_Benedict_1
• SubmitterOrganization: No data
• SubmitterWebSite: No data
• SubmitterPerson: Benedict, Q. Mark
• SubmitterEmail: M.Benedict@iaea.org
• SubmitterAddress: IAEA Agency's Laboratories/NAHU A-2444 Seibersdorf Austria
• DateLastModified: 2003-11-10
• InformationWithheld: No data
• SpatialResolution: 0.1degrees
• ModelDescription: Desktop GARP
• LayerClasses: 10
• Threshold: na
• Value range: na
• NumberUniquePoints: No data
• EnvironmentalLayers: daily temperature range, precipitation, mean minimum temperature, mean maximum temperature, mean temperature, vapor pressure (obtained from the Intergovernmental Panel on Climate Change for the years 1961-1990), aspect, elevation, and slope.
• RelatedInformation: Levine, R. S., A. T. Peterson, and M. Q. Benedict. 2004. Distribution of Members of Anopheles quadrimaculatus Say s.l. (Diptera: Culicidae) and Implications for Their Roles in Malaria Transmission in the United States. Journal of Medical entomology 41(4):607-613.
• InstitutionCode: MMap
• CollectionCode: MosquitoModel
• CatalogNumber: An_inundatus_1
• GlobalUniqueIdentifier: MMap:MosquitoModel:An_inundatus_1
• Projection/datum: GCS WGS84
• Download .JPG files for An_inundatus_1 (640KB)

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• Anopheles arabiensis_Kulkarni_Binary_1
• SubmitterOrganization: University of Ottawa, Canadian Facility for Ecoinformatics Research (CFER)
• SubmitterWebSite: No data
• SubmitterPerson: Kulkarni, MA
• SubmitterEmail: manisha.kulkarniwoodstock@gmail.com
• SubmitterAddress: Department of Biology, University of Ottawa, 30 Marie Curie, Ottawa K1N6N5, Canada
• DateLastModified: 2009-11-20
• InformationWithheld: No data
• SpatialResolution: 30 metres (resampled to 1 km)
• ModelDescription: Maximum Entropy (Maxent)
• LayerClasses: 2
• Threshold: average predicted suitability of training records from ten model replicates
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 20
• EnvironmentalLayers: precipitation seasonality, max temperature of warmest month, land cover, human population density, precipitation of warmest month, temperature annual range, temperature seasonality, precipitation of coldest month, altitude
• RelatedInformation: Kulkarni MA, Desrochers RE and Kerr JT (2010) High resolution niche models of malaria vectors in Tanzania: A new capacity to predict malaria risk? PLoS ONE 5(2): e9396
• InstitutionCode: UO
• CollectionCode: MosquitoModel
• CatalogNumber: An_arabiensis_1
• GlobalUniqueIdentifier: UO:MosquitoModel:An_arabiensis_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An_arabiensis_1 (25KB)

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• Anopheles funestus_Kulkarni_Binary_1
• SubmitterOrganization: University of Ottawa, Canadian Facility for Ecoinformatics Research (CFER)
• SubmitterWebSite: No data
• SubmitterPerson: Kulkarni, MA
• SubmitterEmail: manisha.kulkarniwoodstock@gmail.com
• SubmitterAddress: Department of Biology, University of Ottawa, 30 Marie Curie, Ottawa K1N6N5, Canada
• DateLastModified: 2009-11-20
• InformationWithheld: No data
• SpatialResolution: 30 metres (resampled to 1 km)
• ModelDescription: Maximum Entropy (Maxent)
• LayerClasses: 2
• Threshold: average predicted suitability of training records from ten model replicates
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 10
• EnvironmentalLayers: precipitation seasonality, max temperature of warmest month, land cover, human population density, temperature seasonality, altitude
• RelatedInformation: Kulkarni MA, Desrochers RE and Kerr JT (2010) High resolution niche models of malaria vectors in Tanzania: A new capacity to predict malaria risk? PLoS ONE 5(2): e9396
• InstitutionCode: UO
• CollectionCode: MosquitoModel
• CatalogNumber: An_funestus_1
• GlobalUniqueIdentifier: UO:MosquitoModel:An_funestus_1
• Projection/datum: GCS WGS84
• Download ESRI Grid files for An_funestus_1 (19KB)

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• Anopheles gambiae_Kulkarni_Binary_1
• SubmitterOrganization: University of Ottawa, Canadian Facility for Ecoinformatics Research (CFER)
• SubmitterWebSite: No data
• SubmitterPerson: Kulkarni, MA
• SubmitterEmail: manisha.kulkarniwoodstock@gmail.com
• SubmitterAddress: Department of Biology, University of Ottawa, 30 Marie Curie, Ottawa K1N6N5, Canada
• DateLastModified: 2009-11-20
• InformationWithheld: No data
• SpatialResolution: 30 metres (resampled to 1 km)
• ModelDescription: Maximum Entropy (Maxent)
• LayerClasses: 2
• Threshold: average predicted suitability of training records from ten model replicates
• Value range: 0, 1 (Value of each pixel represents probability of absence (0) or presence (1) of species occurrence in that pixel)
• NumberUniquePoints: 10
• EnvironmentalLayers: precipitation of coldest quarter, land cover, altitude, max temperature of coldest month, annual precipitation, mean temperature of warmest quarter, max temperature of warmest month, precipitation of driest quarter, precipitation of warmest quarter, human population density
• RelatedInformation: Kulkarni MA, Desrochers RE and Kerr JT (2010) High resolution niche models of malaria vectors in Tanzania: A new capacity to predict malaria risk? PLoS ONE 5(2): e9396
• InstitutionCode: UO
• CollectionCode: MosquitoModel
• CatalogNumber: An_gambiae_1
• GlobalUniqueIdentifier: UO:MosquitoModel:An_gambiae_1
• Projection/datum: GCS WGS84
• Download ESRI image files for An_gambiae_1 (10KB)

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