Anopheline Larval Habitats Seasonality and Species Distribution: A Prerequisite for Effective Targeted Larval Habitats Control Programmes
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BACKGROUND: Larval control is of paramount importance in the reduction of malaria vector abundance and subsequent disease transmission reduction. Understanding larval habitat succession and its ecology in different land use managements and cropping systems can give an insight for effective larval source management practices. This study investigated larval habitat succession and ecological parameters which influence larval abundance in malaria epidemic prone areas of western Kenya. METHODS AND FINDINGS: A total of 51 aquatic habitats positive for anopheline larvae were surveyed and visited once a week for a period of 85 weeks in succession. Habitats were selected and identified. Mosquito larval species, physico-chemical parameters, habitat size, grass cover, crop cycle and distance to nearest house were recorded. Polymerase chain reaction revealed that An. gambiae s.l was the most dominant vector species comprised of An.gambiae s.s (77.60%) and An.arabiensis (18.34%), the remaining 4.06% had no amplification by polymerase chain reaction. Physico-chemical parameters and habitat size significantly influenced abundance of An. gambiae s.s (P = 0.024) and An. arabiensis (P = 0.002) larvae. Further, larval species abundance was influenced by crop cycle (P≤0.001), grass cover (P≤0.001), while distance to nearest houses significantly influenced the abundance of mosquito species larvae (r = 0.920;P≤0.001). The number of predator species influenced mosquito larval abundance in different habitat types. Crop weeding significantly influenced with the abundance of An.gambiae s.l (P≤0.001) when preceded with fertilizer application. Significantly higher anopheline larval abundance was recorded in habitats in pasture compared to farmland (P = 0.002). When habitat stability and habitat types were considered, hoof print were the most productive followed by disused goldmines. CONCLUSION: These findings suggest that implementation of effective larval control programme should be targeted with larval habitats succession information when larval habitats are fewer and manageable. Crop cycles and distance from habitats to household should be considered as effective information in planning larval control.
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In separate studies in Burkina Faso and Kenya, An. arabiensis had its highest abundance during the dry season in October about the same time when An. gambiae s.s. had its lowest abundance.
“In separate studies in Burkina Faso in West Africa [7] and Kenya in East Africa [53], An. arabiensis had its highest abundance during the dry season in October about the same time when An. gambiae s.s. had its lowest abundance.”
From Sibling species of the major malaria vector Anopheles gambiae display divergent preferences for aquatic breeding sites in southern Nigeria (2024) · cites this paper as [53]
The Discussion (page not available) reports that in the Kenyan study, at the end of the dry season in October 2010, An. gambiae s.s. larval abundance decreased while An. arabiensis abundance increased. It does not say these were respectively their lowest and highest abundances; the Burkina Faso study is attributed to a separate citation. (LLM, conf=0.86)
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Predation efficiency of Anopheles gambiae larvae by aquatic predators in western Kenya highlands
Kweka, E. J., Zhou, G., Gilbreath, T. M., Afrane, Y., Nyindo, M., Githeko, A. K., & Yan, G. (2011) · Parasites & Vectors · doi:10.1186/1756-3305-4-128 · Cited by 95 · see citing works
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Research works printed but not linked: 68
- [1]Afrane YA, Lawson BW, Githeko AK, Yan G (2005) Effects of microclimatic changes caused by land use and land cover on duration of gonotrophic cycles of Anopheles gambiae (Diptera: Culicidae) in western Kenya highlands. J Med Entomol 42: 974– 980. 16465737
- [2]Afrane YA, Zhou G, Lawson BW, Githeko AK, Yan G (2006) Effects of microclimatic changes caused by deforestation on the survivorship and reproductive fitness of Anopheles gambiae in western Kenya highlands. Am J Trop Med Hyg 74: 772– 778. 16687679
- [3]Balls MJ, Bodker R, Thomas CJ, Kisinza W, Msangeni HA, et al (2004) Effect of topography on the risk of malaria infection in the Usambara Mountains, Tanzania. Trans R Soc Trop Med Hyg 98: 400– 408. 15138076
- [4]Bodker R, Akida J, Shayo D, Kisinza W, Msangeni HA, et al (2003) Relationship between altitude and intensity of malaria transmission in the Usambara Mountains, Tanzania. J Med Entomol 40: 706– 717. 14596287
- [5]Bodker R, Msangeni HA, Kisinza W, Lindsay SW (2006) Relationship between the intensity of exposure to malaria parasites and infection in the Usambara Mountains, Tanzania. Am J Trop Med Hyg 74: 716– 723. 16687668
- [7]Kweka EJ, Zhou G, Lee MC, Gilbreath TM, 3rd, Mosha F, et al (2011) Evaluation of two methods of estimating larval habitat productivity in western Kenya highlands. Parasit Vectors 4: 110. 21682875 PMC3138440
- [8]Lindsay SW, Bødker R, Malima R, Msangeni HA, Kisinza W (2000) Effect of 1997?98 EI Niño on highland malaria in Tanzania. The Lancet 355: 989– 990. 10768443
- [9]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. 17096835 PMC1654174
- [10]Minakawa N, Omukunda E, Zhou G, Githeko A, Yan G (2006) Malaria vector productivity in relation to the highland environment in Kenya. Am J Trop Med Hyg 75: 448– 453. 16968920
- [11]Minakawa N, Sonye G, Mogi M, Githeko A, Yan G (2002) The effects of climatic factors on the distribution and abundance of malaria vectors in Kenya. J Med Entomol 39: 833– 841. 12495180
- [12]Munga S, Minakawa N, Zhou G, Githeko AK, Yan G (2007) Survivorship of immature stages of Anopheles gambiae s.l. (Diptera: Culicidae) in natural habitats in western Kenya highlands. J Med Entomol 44: 758– 764. 17915505
- [13]Munga S, Minakawa N, Zhou G, Mushinzimana E, Barrack OO, et al (2006) Association between land cover and habitat productivity of malaria vectors in western Kenyan highlands. Am J Trop Med Hyg 74: 69– 75. 16407348
- [14]Munga S, Yakob L, Mushinzimana E, Zhou G, Ouna T, et al (2009) Land use and land cover changes and spatiotemporal dynamics of anopheline larval habitats during a four-year period in a highland community of Africa. Am J Trop Med Hyg 81: 1079– 1084. 19996440 PMC3726196
- [15]Mutuku FM, Bayoh MN, Gimnig JE, Vulule JM, Kamau L, et al (2006) Pupal habitat productivity of Anopheles gambiae complex mosquitoes in a rural village in western Kenya. Am J Trop Med Hyg 74: 54– 61. 16407346
- [16]Yasuoka J, Levins R (2007) Impact of deforestation and agricultural development on anopheline ecology and malaria epidemiology. Am J Trop Med Hyg 76: 450– 460. 17360867
- [17]Khaemba BM, Mutani A, Bett MK (1994) Studies of anopheline mosquitoes transmitting malaria in a newly developed highland urban area: a case study of Moi University and its environs. East Afr Med J 71: 159– 164. 7956862
- [18]Ndenga B, Githeko A, Omukunda E, Munyekenye G, Atieli H, et al (2006) Population dynamics of malaria vectors in western Kenya highlands. J Med Entomol 43: 200– 206. 16619599
- [19]Ndenga BA, Simbauni JA, Mbugi JP, Githeko AK, Fillinger U (2011) Productivity of malaria vectors from different habitat types in the western Kenya highlands. PLoS One 6: e19473. 21559301 PMC3085476
- [20]Shililu JI, Maier WA, Seitz HM, Orago AS (1998) Seasonal density, sporozoite rates and entomological inoculation rates of Anopheles gambiae and Anopheles funestus in a high-altitude sugarcane growing zone in Western Kenya. Trop Med Int Health 3: 706– 710. 9754665
- [21]Chuma J, Okungu V, Molyneux C (2010) Barriers to prompt and effective malaria treatment among the poorest population in Kenya. Malar J 9: 144. 20507555 PMC2892503
- [22]Greenwood B, Mutabingwa T (2002) Malaria in 2002. Nature 415: 670– 672. 11832954
- [23]Yakob L, Yan G (2009) Modeling the effects of integrating larval habitat source reduction and insecticide treated nets for malaria control. PLoS One 4: e6921. 19742312 PMC2734167
- [24]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. 20199674 PMC2843726
- [25]Wanjala CL, Waitumbi J, Zhou G, Githeko AK (2011) Identification of malaria transmission and epidemic hotspots in the western Kenya highlands: its application to malaria epidemic prediction. Parasit Vectors 4: 81. 21595898 PMC3117811
- [26]Kebede A, McCann JC, Kiszewski AE, Ye-Ebiyo Y (2005) New evidence of the effects of agro-ecologic change on malaria transmission. Am J Trop Med Hyg 73: 676– 680. 16222008
- [27]Ye-Ebiyo Y, Pollack RJ, Kiszewski A, Spielman A (2003) A component of maize pollen that stimulates larval mosquitoes (Diptera: Culicidae) to feed and increases toxicity of microbial larvicides. J Med Entomol 40: 860– 864. 14765663
- [28]Ye-Ebiyo Y, Pollack RJ, Kiszewski A, Spielman A (2003) Enhancement of development of larval Anopheles arabiensis by proximity to flowering maize (Zea mays) in turbid water and when crowded. Am J Trop Med Hyg 68: 748– 752. 12887038
- [29]Ye-Ebiyo Y, Pollack RJ, Spielman A (2000) Enhanced development in nature of larval Anopheles arabiensis mosquitoes feeding on maize pollen. Am J Trop Med Hyg 63: 90– 93. 11358003
- [30]Fillinger U, Sonye G, Killeen GF, Knols BG, Becker N (2004) The practical importance of permanent and semipermanent habitats for controlling aquatic stages of Anopheles gambiae sensu lato mosquitoes: operational observations from a rural town in western Kenya. Trop Med Int Health 9: 1274– 1289. 15598259
- [31]Fillinger U, Ndenga B, Githeko A, Lindsay SW (2009) Integrated malaria vector control with microbial larvicides and insecticide-treated nets in western Kenya: a controlled trial. Bull World Health Organ 87: 655– 665. 19784445 PMC2739910
- [32]Fillinger U, Lindsay SW (2006) Suppression of exposure to malaria vectors by an order of magnitude using microbial larvicides in rural Kenya. Trop Med Int Health 11: 1629– 1642. 17054742
- [33]Shililu J, Mbogo C, Ghebremeskel T, Githure J, Novak R (2007) Mosquito larval habitats in a semiarid ecosystem in Eritrea: impact of larval habitat management on Anopheles arabiensis population. Am J Trop Med Hyg 76: 103– 110. 17255237
- [34]Mutuku FM, Bayoh MN, Hightower AW, Vulule JM, Gimnig JE, et al (2009) A supervised land cover classification of a western Kenya lowland endemic for human malaria: associations of land cover with larval Anopheles habitats. Int J Health Geogr 8: 19. 19371425 PMC2676261
- [35]Himeidan YE, Zhou G, Yakob L, Afrane Y, Munga S, et al (2009) Habitat stability and occurrences of malaria vector larvae in western Kenya highlands. Malar J 8: 234. 19845968 PMC2771030
- [37]Scott JA, Brogdon WG, Collins FH (1993) Identification of single specimens of the Anopheles gambiae complex by the polymerase chain reaction. Am J Trop Med Hyg 49: 520– 529. 8214283
- [40]Chaki PP, Govella NJ, Shoo B, Hemed A, Tanner M, et al (2009) Achieving high coverage of larval-stage mosquito surveillance: challenges for a community-based mosquito control programme in urban Dar es Salaam, Tanzania. Malar J 8: 311. 20042071 PMC2806382
- [41]Geissbuhler Y, Kannady K, Chaki PP, Emidi B, Govella NJ, et al (2009) Microbial larvicide application by a large-scale, community-based program reduces malaria infection prevalence in urban Dar es Salaam, Tanzania. PLoS One 4: e5107. 19333402 PMC2661378
- [42]Mwangangi JM, Shililu J, Muturi EJ, Muriu S, Jacob B, et al (2010) Anopheles larval abundance and diversity in three rice agro-village complexes Mwea irrigation scheme, central Kenya. Malar J 9: 228. 20691120 PMC2927610
- [43]Minakawa N, Sonye G, Mogi M, Yan G (2004) Habitat characteristics of Anopheles gambiae s.s. larvae in a Kenyan highland. Med Vet Entomol 18: 301– 305. 15347399
- [44]Minakawa N, Sonye G, Yan G (2005) Relationships between occurrence of Anopheles gambiae s.l. (Diptera: Culicidae) and size and stability of larval habitats. J Med Entomol 42: 295– 300. 15962777
- [45]Munga S, Minakawa N, Zhou G, Barrack OO, Githeko AK, et al (2005) Oviposition site preference and egg hatchability of Anopheles gambiae: effects of land cover types. J Med Entomol 42: 993– 997. 16465740
- [46]Tuno N, Okeka W, Minakawa N, Takagi M, Yan G (2005) Survivorship of Anopheles gambiae sensu stricto (Diptera: Culicidae) larvae in western Kenya highland forest. J Med Entomol 42: 270– 277. 15962774
- [47]Palmquist KR, Jepson PC, Jenkins JJ (2008) Impact of aquatic insect life stage and emergence strategy on sensitivity to esfenvalerate exposure. Environmental Toxicology and Chemistry 27: 1728– 1734. 18616381
- [48]Gimnig JE, Ombok M, Kamau L, Hawley WA (2001) Characteristics of larval anopheline (Diptera: Culicidae) habitats in Western Kenya. J Med Entomol 38: 282– 288. 11296836
- [49]Mutero CM, Ng'ang'a PN, Wekoyela P, Githure J, Konradsen F (2004) Ammonium sulphate fertiliser increases larval populations of Anopheles arabiensis and culicine mosquitoes in rice fields. Acta Trop 89: 187– 192. 14732240
- [50]Victor TJ, Reuben R (2000) Effects of organic and inorganic fertilisers on mosquito populations in rice fields of southern India. Med Vet Entomol 14: 361– 368. 11129699
- [51]Muturi EJ, Mwangangi J, Shililu J, Muriu S, Jacob B, et al (2007) Mosquito species succession and physico-chemical factors affecting their abundance in rice fields in Mwea, Kenya. J Med Entomol 44: 336– 344. 17427706
- [52]Mwangangi J, Shililu J, Muturi E, Gu W, Mbogo C, et al (2006) Dynamics of immature stages of Anopheles arabiensis and other mosquito species (Diptera: Culicidae) in relation to rice cropping in a rice agro-ecosystem in Kenya. J Vector Ecol 31: 245– 251. 17249341
- [53]Mwangangi JM, Muturi EJ, Shililu J, Muriu SM, Jacob B, et al (2006) Survival of immature Anopheles arabiensis (Diptera: Culicidae) in aquatic habitats in Mwea rice irrigation scheme, central Kenya. Malar J 5: 114. 17125501 PMC1698490
- [54]Blaustein L, Chase JM (2007) Interactions between mosquito larvae and species that share the same trophic level. Annu Rev Entomol 52: 489– 507. 16978142
- [55]McCrae AW (1984) Oviposition by African malaria vector mosquitoes. II. Effects of site tone, water type and conspecific immatures on target selection by freshwater Anopheles gambiae Giles, sensu lato. Ann Trop Med Parasitol 78: 307– 318. 6486937
- [56]Minakawa N, Mutero CM, Githure JI, Beier JC, Yan G (1999) Spatial distribution and habitat characterization of anopheline mosquito larvae in Western Kenya. Am J Trop Med Hyg 61: 1010– 1016. 10674687
- [57]Paaijmans KP, Takken W, Githeko AK, Jacobs AF (2008) The effect of water turbidity on the near-surface water temperature of larval habitats of the malaria mosquito Anopheles gambiae. Int J Biometeorol 52: 747– 753. 18633650
- [58]Shililu J, Ghebremeskel T, Seulu F, Mengistu S, Fekadu H, et al (2003) Larval habitat diversity and ecology of anopheline larvae in Eritrea. J Med Entomol 40: 921– 929. 14765671
- [59]Gimnig JE, Ombok M, Otieno S, Kaufman MG, Vulule JM, et al (2002) Density-dependent development of Anopheles gambiae (Diptera: Culicidae) larvae in artificial habitats. J Med Entomol 39: 162– 172. 11931252
- [60]Minakawa N, Githure JI, Beier JC, Yan G (2001) Anopheline mosquito survival strategies during the dry period in western Kenya. J Med Entomol 38: 388– 392. 11372963
- [61]Mala AO, Irungu LW, Shililu JI, Muturi EJ, Mbogo CC, et al (2011) Dry season ecology of Anopheles gambiae complex mosquitoes at larval habitats in two traditionally semi-arid villages in Baringo, Kenya. Parasit Vectors 4: 25. 21352608 PMC3060147
- [62]Paaijmans KP, Wandago MO, Githeko AK, Takken W (2007) Unexpected high losses of Anopheles gambiae larvae due to rainfall. PLoS One 2: e1146. 17987125 PMC2063461
- [64]Coetzee M, Craig M, le Sueur D (2000) Distribution of African malaria mosquitoes belonging to the Anopheles gambiae complex. Parasitol Today 16: 74– 77. 10652493
- [65]Minakawa N, Seda P, Yan G (2002) Influence of host and larval habitat distribution on the abundance of African malaria vectors in western Kenya. Am J Trop Med Hyg 67: 32– 38. 12363061
- [66]Mutero CM, Blank H, Konradsen F, van der Hoek W (2000) Water management for controlling the breeding of Anopheles mosquitoes in rice irrigation schemes in Kenya. Acta Trop 76: 253– 263. 10974166
- [68]Munga S, Minakawa N, Zhou G, Barrack OO, Githeko AK, et al (2006) Effects of larval competitors and predators on oviposition site selection of Anopheles gambiae sensu stricto. J Med Entomol 43: 221– 224. 16619602
- [69]Service MW (1977) Mortalities of the immature stages of species B of the Anopheles gambiae complex in Kenya: comparison between rice fields and temporary pools, identification of predators, and effects of insecticidal spraying. J Med Entomol 13: 535– 545. 845895
- [70]Silberbush A, Markman S, Lewinsohn E, Bar E, Cohen JE, et al (2010) Predator-released hydrocarbons repel oviposition by a mosquito. Ecol Lett 13: 1129– 1138. 20618841
- [71]Mwingira VS, Mayala BK, Senkoro KP, Rumisha SF, Shayo EH, et al (2009) Mosquito larval productivity in rice-fields infested with Azolla in Mvomero District, Tanzania. Tanzan J Health Res 11: 17– 22. 19445100
- [72]Rajendran R, Reuben R (1991) Evaluation of the water fern Azolla microphylla for mosquito population management in the rice-land agro-ecosystem of south India. Med Vet Entomol 5: 299– 310. 1768923
- [73]Baolin L (1998) The effect of Azolla on mosquito breeding. Parsitol Today 4: 328– 329. 15463023
- [74]Mogi M, Okazawa T, Miyagi I, Sucharit S, Tumrasvin W, et al (1986) Development and survival of anopheline immatures (Diptera: Culicidae) in rice fields in northern Thailand. J Med Entomol 23: 244– 250. 3735328
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“In separate studies in Burkina Faso in West Africa [7] and Kenya in East Africa [53], An. arabiensis had its high - est abundance during the dry season in October about the same time when An. gambiae s.s . had its lowest abundance.”
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Self-citation
- Authors
- Kweka, E. J., Zhou, G., Munga, S., Lee, M.-C., Atieli, H. E., Nyindo, M., Githeko, A. K., & Yan, G.
- Affiliations
- Kenya Medical Research Institute (KE)
- University of California, Irvine (US)
- Tumaini University (TZ)
- Corresponding author
- Kweka, Eliningaya J.
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2012-12-18
- Volume
- 7
- Issue
- 12
- Pages
- e52084
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3525533
- OpenAlex
- W2119690651
- Cited by
- 118
- References
- 1
- Citations by year
- 2026: 4 · 2025: 2 · 2024: 15 · 2023: 11 · 2022: 10 · 2021: 24 · 2020: 8 · 2019: 10 · 2018: 5 · 2017: 8 · 2016: 5 · 2015: 6 · 2014: 6 · 2013: 4
- FWCI
- 4.95
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- Funders
- National Institute of Allergy and Infectious Diseases (R01AI050243, R01 AI 50243)
- Fogarty International Center (D43 TW 01505, D43TW001505)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Malaria Research and Control
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Mosquito-borne diseases and control
- Social Sciences › Sociology and Political Science › Dengue and Mosquito Control Research
- Keywords
- anopheline mosquitoes, larval habitat, larval source management, malaria vectors, Anopheles gambiae s.s., Anopheles arabiensis, habitat size, grass cover, crop cycle, habitat stability, fertilizer use, predators, Western Kenya
- MeSH terms
- Animals, Anopheles, Environment, Humans, Kenya, Larva, Malaria, Mosquito Control, Plants, Population Dynamics, Seasons, Ecosystem
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