Spatially explicit analyses of anopheline mosquitoes indoor resting density: Implications for malaria control

PLoS ONE

Volumn 7, Issue 2, 2012, Pages

  Kamdem, Colince ^a,b,c   Fouet, Caroline ^a,b   Etouna, Joachim ^d   Etoa, François Xavier ^c   Simard, Frédéric ^a   Besansky, Nora J ^e   Costantini, Carlo ^a,b  

^a INSTITUT DE RECHERCHE POUR LE DÉVELOPPEMENT   (France)

^b Organisation de Coordination pour la Lutte contre les Endemies en Afrique Centrale Cameroon   (Cameroon)

^c UNIVERSITY OF YAOUNDÉ I   (Cameroon)

^d Institut National de Cartographie (INC)   (Cameroon)

^e UNIVERSITY OF NOTRE DAME   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANOPHELES; ANOPHELES FUNESTUS; ANOPHELES GAMBIAE; ARTICLE; CAMEROON; CLUSTER ANALYSIS; CONTROLLED STUDY; CORRELOGRAM; DIRECTIONAL VARIOGRAM; FOREST; INDOOR RESTING DENSITY; LOCAL INDICATORS OF SPATIAL ASSOCIATION; MALARIA CONTROL; NONHUMAN; POPULATION ABUNDANCE; POPULATION DENSITY; SPATIAL ANALYSIS BY DISTANCE INDICES; SPATIAL AUTOCORRELATION ANALYSIS; SPECIES DISTRIBUTION; STATISTICAL ANALYSIS; ANIMAL; ANIMAL BEHAVIOR; DISEASE CARRIER; DISEASE TRANSMISSION; ECOSYSTEM; MALARIA; PATHOGENICITY; PEST CONTROL;

ANOPHELES FUNESTUS; ANOPHELES GAMBIAE;

ANIMALS; ANOPHELES; BEHAVIOR, ANIMAL; ECOSYSTEM; INSECT VECTORS; MALARIA; PEST CONTROL;

EID: 84856887312     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0031843     Document Type: Article

References (66)

1. Graham AJ, Atkinson PM, Danson FM, (2004) Spatial analysis for epidemiology. Acta Tropica 91: 219-225.
2. Moss WJ, Norris DE, Mharakurwa S, Scotta A, Mulenga M, et al. (2011) Challenges and prospects for malaria elimination in the Southern Africa region Acta Tropica in press.
3. Ayala D, Costantini C, Ose K, Kamdem C, Antonio-Nkondjio C, et al. (2009) Habitat suitability and ecological niche profile of major malaria vectors in Cameroon. Malar J 8: 307.
4. Antonio-Nkondjio C, Kerah CH, Simard F, Awono-Ambene P, Chouaibou M, et al. (2006) Complexity of the malaria vectorial system in Cameroon: contribution of secondary vectors to malaria transmission. J Med Entomol 43: 1215-1221.
5. Green JL, Plotkin JB, (2007) A statistical theory for sampling species abundances. Ecology Letters 10: 1037-1045.
6. Zhou G, Minakawa N, Githeko A, Yan G, (2004) Spatial Distribution Patterns of Malaria Vectors and Sample Size Determination in Spatially Heterogeneous Environments: A Case Study in the West Kenyan Highland. J Med Entomol 41: 1001-1009.
7. Magbity EB, Lines JD, (2002) Spatial and temporal distribution of Anopheles gambiae s.l. (Diptera: Culicidae) in two Tanzanian villages: implication for designing mosquito sampling routines. Bull Ent Res 92: 483-488.
8. Lindblade KA, Walker ED, Wilson ML, (2000) Early Warning of Malaria Epidemics in African Highlands Using Anopheles (Diptera: Culicidae) Indoor Resting Density. J Med Entomol 37: 664-674.
9. Carter R, Mendis KN, Roberts D, (2000) Spatial targeting of interventions against malaria. Bull World Health Organ 78: 1401-1411.
10. Protopopoff N, Van Bortel W, Marcotty T, Van Herp M, Maes P, et al. (2007) Spatial targeted vector control in the highlands of Burundi and its impact on malaria transmission. Malar J 6: 158.
11. Githeko AK, Ayisi JM, Odada PK, Atieli FK, Ndenga BA, et al. (2006) Topography and malaria transmission heterogeneity in western Kenya highlands: prospects for focal vector control. Malar J 5: 107.
12. Zhou G, Githeko AK, Minakawa N, Yan G, (2010) Community-wide benefits of targeted indoor residual spray for malaria control in the western Kenya highland. Malar J 9: 67.
13. Liebhold AM, Sharov AA, (1998) Testing for correlation in the presence of spatial autocorrelation in insect count data. "Population and Community Ecology for Insect Management and Conservation" pp. 11-117.
14. Perry JN, Liebhold AM, Rosenberg MS, Miriti M, Jakomulska A, et al. (2002) Illustrations and guidelines for selecting statistical methods for quantifying spatial pattern in ecological data. Ecography 25: 578-600.
15. Morisita M, (1959) Measuring of the dispersion of individuals and analysis of the distributional patterns. Mem Fac Sci Kyushu Univ E(Biol) pp. 215-235.
16. Taylor LR, (1961) Aggregation, variance and the mean. Nature 189: 732-735.
17. Lloyd M, (1967) Mean crowding. J Anim Ecol 35: 1-30.
18. Iwao S, (1972) Application of the m-m method to the analysis of spatial patterns by changing the quadrat size. Res Popul Ecol 14: 97-128.
19. Zillio T, He F, (2010) Modeling spatial aggregation of finite populations. Ecology 91: 3698-3706.
20. Perry JN, Winder L, Holland JM, Alston RD, (1999) Red-blue plots for detecting clusters in count data. Ecology Letters 2: 106-113.
21. Nelson TA, Boots B, (2008) Detecting spatial hot spots in landscape ecology. Ecography 31: 556-567.
22. Fortin M-J, Dale MRT, (2005) Spatial Analysis: A Guide for Ecologists: Cambridge University Press.
23. Anselin L, (1995) Local indicators of spatial association- LISA. Geographical Analysis 27: 93-115.
24. Gimnig JE, Hightower AW, Hawley WA, (2006) Application of geographic information systems to the study of the ecology of mosquitoes and mosquito-borne diseases. In: Willem T, Pim M, Robert B, editors. Environmental Change and Malaria Risk: Global and Local Implications: Wageningen UR pp. 27-39.
25. Anselin L, (2006) How (not) to lie with spatial statistics. Am J Prev Med Trop 30: S3-S6.
26. Legendre P, Legendre L, (1998) Numerical Ecology: Elsevier Science B.V, Amsterdam.
27. Ryan PA, Lyons ScottA, Alsemgeest D, Thomas P, Kay BH, (2004) Spatial Statistical Analysis of Adult Mosquito (Diptera: Culicidae) Counts: An Example Using Light Trap Data, in Redland Shire, Southeastern Queensland, Australia. J Med Entomol 41: 1143-1156.
28. Zhou G, Munga S, Minakawa N, Githeko AK, Yan G, (2007) Spatial relationship between adult malaria vector abundance and environmental factors in western Kenya highlands. Am J Trop Med Hyg 77: 29-35.
29. Li L, Bian L, Yan G, (2008) A study of the distribution and abundance of the adult malaria vector in western Kenya highlands. Int J Health Geogr 7: 50.
30. Jacob BG, Morris JA, Caamano EX, Griffith DA, Novak RJ, (2011) Geomapping generalized eigenvalue frequency distributions for predicting prolific Aedes albopictus and Culex quinquefasciatus habitats based on spatiotemporal field-sampled count data. Acta Tropica 117: 61-68.
31. Kelly-Hope LA, Hemingway J, McKenzie FE, (2009) Environmental factors associated with the malaria vectors Anopheles gambiae and Anopheles funestus in Kenya. Malar J 8: 268.
32. de Souza D, Kelly-Hope L, Lawson B, Wilson M, Boakye D, (2010) Environmental Factors Associated with the Distribution of Anopheles gambiae s.s in Ghana; an Important Vector of Lymphatic Filariasis and Malaria. PLoS ONE 5 (3).
33. Queiroz JW, Dias GH, Nobre ML, Dias MCDS, Araújo SF, et al. (2010) Geographic Information Systems and Applied Spatial Statistics Are Efficient Tools to Study Hansen's Disease (Leprosy) and to Determine Areas of Greater Risk of Disease. Am J Trop Med Hyg 82: 306-314.
34. Dungan JL, Perry JN, Dale MRT, Legendre P, Citron-Pousty S, et al. (2002) A balanced view of scale in spatial statistical analysis. Ecography 25: 626-640.
35. Fondjo E, Robert V, Le Goff G, Toto JC, Carnevale P, (1992) [Urban malaria in Yaounde (Cameroon). 2. Entomologic study in 2 suburban districts]. Bull Soc Path Exot 85: 57-63.
36. Antonio-Nkondjio C, Awono-Ambene PH, Toto J-C, Meunier J-Y, Zebaze-Kemleu S, et al. (2002) High malaria transmission intensity in a village close to Yaounde, the capital city of Cameroon. J Med Entomol 39: 350-355.
37. Antonio-Nkondjio C, Simard F, Awono-Ambene P, Ngassam P, Toto J, et al. (2005) Malaria vectors and urbanization in the equatorial forest region of south Cameroon. Trans R Soc Trop Med Hyg 99: 347-354.
38. Costantini C, Li SG, della Torre A, Sagnon NF, Coluzzi M, et al. (1996) Density, survival and dispersal of Anopheles gambiae complex mosquitoes in a west African Sudan savanna village. Med Vet Entomol 10: 203-219.
39. Simard F, Ayala D, Kamdem GC, Pombi M, Etouna J, et al. (2009) Ecological niche partitioning between Anopheles gambiae molecular forms in Cameroon: the ecological side of speciation. BMC Ecology 9 (1).
40. Service MW, (1993) Mosquito Ecology: Field Sampling Methods: Elsevier Applied Science Publishers Ltd.
41. Gillies MT, de Meillon B, eds. (1968) The Anophelinae of Africa south of the Sahara (Ethiopian zoogeographical region): Publication of the South African Institute for Medical Research.
42. Gillies MT, Coetzee MC, (1987) A Supplement to the Anophelinae of Africa South of the Sahara (Afrotropical region): The South African Institute for Medical Research.
43. Taylor LR, (1984) Assessing and interpreting the spatial distributions of insect populations. A Rev Entomol 29: 321-357.
44. Brower JE, Zar JH, von Ende CN, (1998) Field and laboratory methods for general ecology: WCB McGraw-Hill.
45. Moran PAP, (1950) Notes on continuous stochastic phenomena. Biometrika 37: 17-23.
46. Cliff A, Ord J, (1969) The Problem of Spatial Autocorrelation. In: Scott A, editors. London Papers in Regional Science London Pion pp. 25-55.
47. Bivand R, Altman M, Anselin L, Assunção R, Berke O, et al. (2010) spdep: Spatial dependence: weighting schemes, statistics and modelshttp://CRAN.R-project.org/package=spdep.
48. R Development Core Team (2009) R: a language and environment for statistical computing. 2.9.0 ed Vienna, Austria R Foundation for Statistical Computing.
49. Cressie NAC, (1993) Statistics for Spatial Data: John Wiley & Sons, New York.
50. Ribeiro PJ, Diggle PJ, (2001) geoR: a package for geostatistical analysis. R-NEWS 1: 15-18.
51. Anselin L, (2005) Spatial Regression Analysis in R: A Workbook, Spatial Analysis Laboratory. Department of Agricultural and Consumer Economics University of Illinois, Urbana-Champaign.
52. Fortin M-J, (1999) Effects of sampling unit resolution on the estimation of spatial autocorrelation. Ecoscience 6: 636-641.
53. Perry JN, Liebhold AM, Rosenberg MS, Miriti M, Jakomulska A, et al. (2002) Illustrations and guidelines for selecting statistical methods for quantifying spatial pattern in ecological data. Ecography 25: 578-600.
54. Smith T, Charlwood JD, Takken W, Tanner M, Spiegelhalter DJ, (1995) Mapping the densities of malaria vectors within a single village. Acta Tropica 59: 1-18.
55. Athanassiou CG, Nansen C, Vayias BJ, (2010) Spatial and non-spatial analyses of insect counts in bulk-stored barley. Bull Ent Res 100: 395-403.
56. Sugumaran R, Larson SR, DeGroote JP, (2009) Spatio-temporal cluster analysis of county-based human West Nile virus incidence in the continental United States. Int J Health Geogr 8: 43.
57. Gaudart J, Giorgi R, Poudiougou B, Touré O, Ranqued S, et al. (2007) Spatial cluster detection without point source specification: the use of five methods and comparison of their results. Revue d'Épidémiologie et de Santé Publique 55: 297-306.
58. Ribeiro JMC, Seulu F, Abose T, Kidane G, Teklehaimanot A, (1996) Temporal and spatial distribution of anopheline mosquitos in an Ethiopian village: implications for malaria control strategies. Bull World Health Organ 74: 299-305.
59. Gimnig JE, Vulule JM, Lo TQ, Kamau L, Kolczak MS, et al. (2003) Impact of permethrin-treated nets on entomologic indices in an area of intense year-round malaria transmission. Am J Trop Med Hyg 68 (Suppl 4): 16-22.
60. Atieli H, Menya D, Githeko A, Scott T, (2009) House design modifications reduce indoor resting malaria vector densities in rice irrigation scheme area in western Kenya. Malar J 8: 108.
61. Pluess B, Tanser F, Lengeler C, Sharp B, (2010) Indoor residual spraying for preventing malaria. Cochrane Database of Systematic Reviews Issue 4. Art. No.: CD006657. DOI: 10.1002/14651858.CD006657.pub2.
62. Sharp BL, Ridl FC, Govender D, Kuklinski J, Kleinschmidt I, (2007) Malaria vector control by indoor residual insecticide spraying on the tropical island of Bioko, Equatorial Guinea. Malar J 6: 52.
63. National Malaria Control Centre Ministry of Health Zambia (2007) Using Geographic Information System Technology for Indoor Residual Spray Area Mapping: A Training Manual: Ministry of Health Zambia.
64. Kulkarni MA, Desrochers RE, Kerr JT, (2010) High Resolution Niche Models of Malaria Vectors in Northern Tanzania: A New Capacity to Predict Malaria Risk? PLoS ONE 5 (2).
65. Costantini C, Ayala D, Guelbeogo W, Pombi M, Some C, et al. (2009) Living at the edge: biogeographic patterns of habitat segregation conform to speciation by niche expansion in Anopheles gambiae. BMC Ecology 9 (1).
66. Pitcairn MJ, Wilson LT, Washino RK, Rejmankova E, (1994) Spatial patterns of Anopheles freeborni and Culex tarsalis (Diptera: Culicidae) larvae in California rice fields. J Med Entomol 31: 545-553.