Russell, T. L., Beebe, N. W., Cooper, R. D., Lobo, N. F. & Burkot, T. R. Successful malaria elimination strategies require interventions that target changing vector behaviours. Malar J. 12, 56. https://doi.org/10.1186/1475-2875-12-56 (2013).
Google Scholar
Mouchet, J. et al. Biodiversité du paludisme dans le monde. (Editions John Libbey Eurotext, 2004).
Sougoufara, S., Ottih, E. C. & Tripet, F. The need for new vector control approaches targeting outdoor biting anopheline malaria vector communities. Parasit Vectors 13, 295. https://doi.org/10.1186/s13071-020-04170-7 (2020).
Google Scholar
Antonio-Nkondjio, C. et al. Complexity of the malaria vectorial system in Cameroon: contribution of secondary vectors to malaria transmission. J. Med. Entomol. 43, 1215–1221. https://doi.org/10.1093/jmedent/43.6.1215 (2006).
Google Scholar
Afrane, Y. A., Bonizzoni, M. & Yan, G. in Current Topics in Malaria Ch. 20, (2016).
Goupeyou-Youmsi, J. et al. Differential contribution of Anopheles coustani and Anopheles arabiensis to the transmission of Plasmodium falciparum and Plasmodium vivax in two neighboring villages of Madagascar. bioRxiv 13, 430, https://doi.org/10.1101/787432 (2019).
Ranson, H. & Lissenden, N. Insecticide resistance in African Anopheles mosquitoes: A worsening situation that needs urgent action to maintain malaria control. Trends Parasitol. 32, 187–196. https://doi.org/10.1016/j.pt.2015.11.010 (2016).
Google Scholar
Killeen, G. F. Control of malaria vectors and management of insecticide resistance through universal coverage with next-generation insecticide-treated nets. Lancet 395, 1394–1400. https://doi.org/10.1016/s0140-6736(20)30745-5 (2020).
Google Scholar
Kreppel, K. S. et al. Emergence of behavioural avoidance strategies of malaria vectors in areas of high LLIN coverage in Tanzania. Sci. Rep. 10, 14527. https://doi.org/10.1038/s41598-020-71187-4 (2020).
Google Scholar
Chinula, D. et al. Proportional decline of Anopheles quadriannulatus and increased contribution of An. arabiensis to the An. gambiae complex following introduction of indoor residual spraying with pirimiphos-methyl: an observational, retrospective secondary analysis of pre-existing data from south-east Zambia. Parasit Vectors 11, 544, https://doi.org/10.1186/s13071-018-3121-0 (2018).
Lwetoijera, D. W. et al. Increasing role of Anopheles funestus and Anopheles arabiensis in malaria transmission in the Kilombero Valley, Tanzania. Malar J 13, 331. https://doi.org/10.1186/1475-2875-13-331 (2014).
Google Scholar
Russell, T. L. et al. Impact of promoting longer-lasting insecticide treatment of bed nets upon malaria transmission in a rural Tanzanian setting with pre-existing high coverage of untreated nets. Malar J. 9, 187. https://doi.org/10.1186/1475-2875-9-187 (2010).
Google Scholar
Sougoufara, S., Harry, M., Doucoure, S., Sembene, P. M. & Sokhna, C. Shift in species composition in the Anopheles gambiae complex after implementation of long-lasting insecticidal nets in Dielmo, Senegal. Med. Vet. Entomol. 30, 365–368. https://doi.org/10.1111/mve.12171 (2016).
Google Scholar
Agyekum, T. P. et al. A systematic review of the effects of temperature on Anopheles mosquito development and survival: Implications for malaria control in a future warmer climate. Int. J. Environ. Res. Public Health 18, 7255 (2021).
Google Scholar
Smith, M. W. et al. Incorporating hydrology into climate suitability models changes projections of malaria transmission in Africa. Nat. Commun. 11, 4353. https://doi.org/10.1038/s41467-020-18239-5 (2020).
Google Scholar
Chemison, A. et al. Impact of an accelerated melting of Greenland on malaria distribution over Africa. Nat. Commun. 12, 3971. https://doi.org/10.1038/s41467-021-24134-4 (2021).
Google Scholar
Thomas, C. J., Davies, G. & Dunn, C. E. Mixed picture for changes in stable malaria distribution with future climate in Africa. Trends Parasitol. 20, 216–220. https://doi.org/10.1016/j.pt.2004.03.001 (2004).
Google Scholar
Carnevale, P. & Manguin, S. Review of issues on residual malaria transmission. J. Infect. Dis. 223, S61–S80. https://doi.org/10.1093/infdis/jiab084 (2021).
Google Scholar
Killeen, G. F., Chaki, P. P., Reed, T. E., Moyes, C. L. & Govella, N. J. in Towards Malaria Elimination – A Leap Forward Ch. 17, (2018).
Killeen, G. F. Characterizing, controlling and eliminating residual malaria transmission. Malar J. 13, 330. https://doi.org/10.1186/1475-2875-13-330 (2014).
Google Scholar
Beebe, N. W. DNA barcoding mosquitoes: advice for potential prospectors. Parasitology 145, 622–633. https://doi.org/10.1017/S0031182018000343 (2018).
Google Scholar
Lobo, N. F. et al. Unexpected diversity of Anopheles species in Eastern Zambia: implications for evaluating vector behavior and interventions using molecular tools. Sci. Rep. https://doi.org/10.1038/srep17952 (2015).
Google Scholar
St Laurent, B. et al. Molecular characterization reveals diverse and unknown malaria vectors in the western Kenyan highlands. Am. J. Trop. Med. Hyg. 94, 327–335. https://doi.org/10.4269/ajtmh.15-0562 (2016).
Google Scholar
Zhong, D. et al. Extensive new Anopheles cryptic species involved in human malaria transmission in western Kenya. Sci. Rep. 10, 16139. https://doi.org/10.1038/s41598-020-73073-5 (2020).
Google Scholar
Killeen, G. F. et al. Developing an expanded vector control toolbox for malaria elimination. BMJ Glob. Health 2, e000211. https://doi.org/10.1136/bmjgh-2016-000211 (2017).
Google Scholar
Dambach, P. et al. Reduction of malaria vector mosquitoes in a large-scale intervention trial in rural Burkina Faso using Bti based larval source management. Malar J. 18, 311. https://doi.org/10.1186/s12936-019-2951-3 (2019).
Google Scholar
Fillinger, U. & Lindsay, S. W. Suppression of exposure to malaria vectors by an order of magnitude using microbial larvicides in rural Kenya. Trop. Med. Int. Health 11, 1629–1642. https://doi.org/10.1111/j.1365-3156.2006.01733.x (2006).
Google Scholar
Hardy, A., Makame, M., Cross, D., Majambere, S. & Msellem, M. Using low-cost drones to map malaria vector habitats. Parasit Vectors 10, 29. https://doi.org/10.1186/s13071-017-1973-3 (2017).
Google Scholar
Lwetoijera, D. et al. Effective autodissemination of pyriproxyfen to breeding sites by the exophilic malaria vector Anopheles arabiensis in semi-field settings in Tanzania. Malar J. 13, 161. https://doi.org/10.1186/1475-2875-13-161 (2014).
Google Scholar
Majambere, S., Lindsay, S. W., Green, C., Kandeh, B. & Fillinger, U. Microbial larvicides for malaria control in The Gambia. Malaria J. https://doi.org/10.1186/1475-2875-6-76 (2007).
Google Scholar
Unlu, I., Faraji, A., Wang, Y., Rochlin, I. & Gaugler, R. Heterodissemination: precision insecticide delivery to mosquito larval habitats by cohabiting vertebrates. Sci. Rep. 11, 14119. https://doi.org/10.1038/s41598-021-93492-2 (2021).
Google Scholar
Majambere, S. et al. Is mosquito larval source management appropriate for reducing malaria in areas of extensive flooding in The Gambia? A cross-over intervention trial. Am. J. Trop. Med. Hyg. 82, 176–184. https://doi.org/10.4269/ajtmh.2010.09-0373 (2010).
Google Scholar
Dongus, S. et al. Participatory mapping of target areas to enable operational larval source management to suppress malaria vector mosquitoes in Dar es Salaam, Tanzania. Int. J. Health Geogr. 6, 37. https://doi.org/10.1186/1476-072X-6-37 (2007).
Google Scholar
Ferguson, H. M. et al. Ecology: a prerequisite for malaria elimination and eradication. PLoS Med. 7, e1000303. https://doi.org/10.1371/journal.pmed.1000303 (2010).
Google Scholar
Gu, W., Utzinger, J. & Novak, R. J. Habitat-based larval interventions: A new perspective for malaria control. Am. J. Trop. Med. Hyg. 78, 2–6 (2008).
Google Scholar
Cross, D. E. et al. Geographically extensive larval surveys reveal an unexpected scarcity of primary vector mosquitoes in a region of persistent malaria transmission in western Zambia. Parasit Vectors 14, 91. https://doi.org/10.1186/s13071-020-04540-1 (2021).
Google Scholar
Orba, Y. et al. First isolation of West Nile virus in Zambia from mosquitoes. Transbound Emerg. Dis. 65, 933–938. https://doi.org/10.1111/tbed.12888 (2018).
Google Scholar
Wastika, C. E. et al. Discoveries of exoribonuclease-resistant structures of insect-specific flaviviruses isolated in Zambia. Viruses https://doi.org/10.3390/v12091017 (2020).
Google Scholar
Hulsman, P., Savenije, H. H. G. & Hrachowitz, M. Satellite-based drought analysis in the Zambezi River Basin: Was the 2019 drought the most extreme in several decades as locally perceived?. J. Hydrol. Reg. Stud. https://doi.org/10.1016/j.ejrh.2021.100789 (2021).
Google Scholar
Hardy, A. et al. Automatic detection of open and vegetated water bodies using Sentinel 1 to map African malaria vector mosquito breeding habitats. Remote Sensing 11, 593. https://doi.org/10.3390/rs11050593 (2019).
Google Scholar
Del Rio, T., Groot, J. C. J., DeClerck, F. & Estrada-Carmona, N. Integrating local knowledge and remote sensing for eco-type classification map in the Barotse Floodplain, Zambia. Data Brief 19, 2297–2304. https://doi.org/10.1016/j.dib.2018.07.009 (2018).
Google Scholar
Timberlake, J. Biodiversity of the Zambezi Basin wetlands: Review and preliminary assessment of available information. IUCN – The World Conservation Union Regional Office for Southern Africa, Harare, Zimbabwe (1997).
Turpie, J., Smith, B., Emerton, L. & Barnes, J. Economic valuation of the Zambezi basin wetlands. IUCN – The World Conservation Union Regional Office for Southern Africa, Harare, Zimbabwe (1999).
Ciubotariu, I. I. et al. Genetic diversity of Anopheles coustani in high malaria transmission foci in southern and central Africa. J. Med. Entom. 57, 1–11. https://doi.org/10.1093/jme/tjaa132 (2020).
Google Scholar
Jones, C. M. Vector biology and genomics of Anopheles in southern and central Africa PhD thesis, John Hopkins Bloomberg School of Public Health, (2019).
Stephen, A., Nicholas, K., Busula, A. O., Webale, M. K. & Omukunda, E. Detection of Plasmodium sporozoites in Anopheles coustani s.l; a hindrance to malaria control strategies in highlands of western Kenya. bioRxiv, https://doi.org/10.1101/2021.02.10.430589 (2021).
Tedrow, R. E. et al. Anopheles mosquito surveillance in Madagascar reveals multiple blood feeding behavior and Plasmodium infection. PLoS Negl. Trop. Dis. 13, e0007176. https://doi.org/10.1371/journal.pntd.0007176 (2019).
Google Scholar
Taye, B., Lelisa, K., Emana, D., Asale, A. & Yewhalaw, D. Seasonal dynamics, longevity, and biting activity of anopheline mosquitoes in southwestern Ethiopia. J. Insect. Sci. https://doi.org/10.1093/jisesa/iev150 (2016).
Google Scholar
Sikaala, C. H. et al. A cost-effective, community-based, mosquito-trapping scheme that captures spatial and temporal heterogeneities of malaria transmission in rural Zambia. Malar J. 13, 225. https://doi.org/10.1186/1475-2875-13-225 (2014).
Google Scholar
De Meillon, B. The anophelini of the Ethiopian geographical region. Publ. South Afr. Inst. Med. Res. 49, 1–272 (1947).
Gillies, M. T. & De Meillon, B. The Anophelinae of Africa south of the Sahara (Ethiopian Zoogeographical Region). Publ. South Afr. Inst. Med. Res. 54, 1–343 (1968).
Dida, G. O. et al. Spatial distribution and habitat characterization of mosquito species during the dry season along the Mara River and its tributaries, in Kenya and Tanzania. Infect. Dis. Poverty 7, 2. https://doi.org/10.1186/s40249-017-0385-0 (2018).
Google Scholar
Njoroge, M. M. et al. Exploring the potential of using cattle for malaria vector surveillance and control: a pilot study in western Kenya. Parasit Vectors 10, 18. https://doi.org/10.1186/s13071-016-1957-8 (2017).
Google Scholar
Kibret, S. et al. The impact of a small-scale irrigation scheme on malaria transmission in Ziway area, Central Ethiopia. Trop. Med. Int. Health 15, 41–50. https://doi.org/10.1111/j.1365-3156.2009.02423.x (2010).
Google Scholar
Coetzee, M. Anopheles crypticus, new species from South Africa is distinguished from Anopheles coustani (Diptera: Culicidae). Mosq. Syst. 26, 125–131 (1994).
Gillies, M. T. & Coetzee, M. A supplement to the Anophelinae of Africa south of the Sahara (Afrotropical Region). Publ. South Afr. Inst. Med. Res. 55, 1–143 (1987).
Coetzee, M. Key to the females of Afrotropical Anopheles mosquitoes (Diptera: Culicidae). Malar J. 19, 70. https://doi.org/10.1186/s12936-020-3144-9 (2020).
Google Scholar
Carter, T. E., Yared, S., Hansel, S., Lopez, K. & Janies, D. Sequence-based identification of Anopheles species in eastern Ethiopia. Malar J. 18, 135. https://doi.org/10.1186/s12936-019-2768-0 (2019).
Google Scholar
Degefa, T. et al. Indoor and outdoor malaria vector surveillance in western Kenya: implications for better understanding of residual transmission. Malar J. 16, 443. https://doi.org/10.1186/s12936-017-2098-z (2017).
Google Scholar
Nepomichene, T. N. J. J., Tata, E. & Boyer, S. Malaria case in Madagascar, probable implication of a new vector, Anopheles coustani. Malaria J. 14, 475. https://doi.org/10.1186/s12936-015-1004-9 (2015).
Google Scholar
Finney, M. et al. Widespread zoophagy and detection of Plasmodium spp. in Anopheles mosquitoes in southeastern Madagascar. Malar J. 20, 25. https://doi.org/10.1186/s12936-020-03539-4 (2021).
Google Scholar
Mwangangi, J. M. et al. The role of Anopheles arabiensis and Anopheles coustani in indoor and outdoor malaria transmission in Taveta District, Kenya. Parasit Vectors 6, 114. https://doi.org/10.1186/1756-3305-6-114 (2013).
Google Scholar
Hoffman, J. E. et al. Phylogenetic complexity of morphologically identified Anopheles squamosus in southern Zambia. Insects 12, 146. https://doi.org/10.3390/insects12020146 (2021).
Google Scholar
Fornadel, C. M., Norris, L. C., Franco, V. & Norris, D. E. Unexpected anthropophily in the potential secondary malaria vectors Anopheles coustani s.l. and Anopheles squamosus in Macha, Zambia. Vector Borne Zoonotic Dis. 11, 1173–1179. https://doi.org/10.1089/vbz.2010.0082 (2011).
Google Scholar
Wilkes, T. J., Matola, Y. G. & Charlwood, J. D. Anopheles rivulorum, a vector of human malaria in Africa. Med. Vet. Entomol. 10, 108–110. https://doi.org/10.1111/j.1365-2915.1996.tb00092.x (1996).
Google Scholar
Majambere, S., Fillinger, U., Sayer, D. R., Green, C. & Lindsay, S. W. Spatial distribution of mosquito larvae and the potential for targeted larval control in The Gambia. Am. J. Trop. Med. Hyg. 79, 19–27 (2008).
Google Scholar
Thomas, C. J., Cross, D. E. & Bogh, C. Landscape movements of Anopheles gambiae malaria vector mosquitoes in rural Gambia. PLoS ONE https://doi.org/10.1371/journal.pone.0068679 (2013).
Google Scholar
Hardy, A. J. et al. Habitat hydrology and geomorphology control the distribution of malaria vector larvae in rural Africa. PLoS ONE 8, e81931. https://doi.org/10.1371/journal.pone.0081931 (2013).
Google Scholar
Kent, R. J., Thuma, P. E., Mharakurwa, S. & Norris, D. E. Seasonality, blood feeding behavior, and transmission of Plasmodium falciparum by Anopheles arabiensis after an extended drought in southern Zambia. Am. J. Trop. Med. Hyg. 76, 267–274 (2007).
Google Scholar
Imbahale, S. S. et al. A longitudinal study on Anopheles mosquito larval abundance in distinct geographical and environmental settings in western Kenya. Malar J. 10, 81. https://doi.org/10.1186/1475-2875-10-81 (2011).
Google Scholar
Bayoh, M. N. et al. Anopheles gambiae: historical population decline associated with regional distribution of insecticide-treated bed nets in western Nyanza Province, Kenya. Malar J. 9, 62. https://doi.org/10.1186/1475-2875-9-62 (2010).
Google Scholar
Mawejje, H. D. et al. Impact of seasonality and malaria control interventions on Anopheles density and species composition from three areas of Uganda with differing malaria endemicity. Malar J. 20, 138. https://doi.org/10.1186/s12936-021-03675-5 (2021).
Google Scholar
Stevenson, J. C. et al. Spatio-temporal heterogeneity of malaria vectors in northern Zambia: Implications for vector control. Parasit Vectors 9, 510. https://doi.org/10.1186/s13071-016-1786-9 (2016).
Google Scholar
Dabire, K. R. et al. Year to year and seasonal variations in vector bionomics and malaria transmission in a humid savannah village in west Burkina Faso. J. Vector Ecol. 33, 70–75. https://doi.org/10.3376/1081-1710(2008)33[70:ytyasv]2.0.co;2 (2008).
Google Scholar
Tuno, N., Githeko, A., Yan, G. & Takagi, M. Interspecific variation in diving activity among Anopheles gambiae Giles, An. arabiensis Patton, and An. funestus Giles (Diptera: Culicidae) larvae. J. Vector Ecol. 32, 112–117. https://doi.org/10.3376/1081-1710(2007)32[112:ividaa]2.0.co;2 (2007).
Google Scholar
Nambunga, I. H. et al. Aquatic habitats of the malaria vector Anopheles funestus in rural south-eastern Tanzania. Malar J. 19, 219. https://doi.org/10.1186/s12936-020-03295-5 (2020).
Google Scholar
Ageep, T. B. et al. Spatial and temporal distribution of the malaria mosquito Anopheles arabiensis in northern Sudan: influence of environmental factors and implications for vector control. Malar J. 8, 123. https://doi.org/10.1186/1475-2875-8-123 (2009).
Google Scholar
Kweka, E. J. et al. Anopheline larval habitats seasonality and species distribution: a prerequisite for effective targeted larval habitats control programmes. PLoS ONE 7, e52084. https://doi.org/10.1371/journal.pone.0052084 (2012).
Google Scholar
Libanda, B. & Ngonga, C. Projection of frequency and intensity of extreme precipitation in Zambia: a CMIP5 study. Climate Res. 76, 59–72. https://doi.org/10.3354/cr01528 (2018).
Google Scholar
Zimba, H. et al. Assessment of trends in inundation extent in the Barotse Floodplain, upper Zambezi River Basin: A remote sensing-based approach. J. Hydrol. Reg. Stud. 15, 149–170. https://doi.org/10.1016/j.ejrh.2018.01.002 (2018).
Google Scholar
Hamududu, B. H. & Killingtveit, A. Hydropower production in future climate scenarios; the case for the Zambezi River. Energies https://doi.org/10.3390/en9070502 (2016).
Google Scholar
IUCN. Barotse Floodplain, Zambia: Local economic dependence on wetland resources. IUCN – The World Conservation Union, Harare, Zimbabwe (2003).
Moore, A. E., Cotterill, F.P.D., Main, M.P.L., Williams, H.B. in Large Rivers: Geomorphology and Management (ed Avijit Gupta) Ch. 15, (Wiley, 2007).
Heyden, C. J. V. D. The hydrology and hydrogeology of dambos: a review. Prog. Phys. Geog. 28, 544–564. https://doi.org/10.1191/0309133304pp424oa (2004).
Google Scholar
Derua, Y. A. et al. Change in composition of the Anopheles gambiae complex and its possible implications for the transmission of malaria and lymphatic filariasis in north-eastern Tanzania. Malaria J. https://doi.org/10.1186/1475-2875-11-188 (2012).
Google Scholar
Kröckel, U., Rose, A., Eiras, Á. E. & Geier, M. New tools for surveillance of adult yellow fever mosquitoes: comparison of trap catches with human landing rates in an urban environment. J. Am. Mosq. Control Assoc. 22, 229–238. https://doi.org/10.2987/8756-971x(2006)22[229:Ntfsoa]2.0.Co;2 (2006).
Google Scholar
Gama, R. A., Silva, I. M., Geier, M. & Eiras, A. E. Development of the BG-Malaria trap as an alternative to human-landing catches for the capture of Anopheles darlingi. Mem. Inst. Oswaldo Cruz 108, 763–771. https://doi.org/10.1590/0074-0276108062013013 (2013).
Google Scholar
Ribeiro, J. M., Seulu, F., Abose, T., Kidane, G. & Teklehaimanot, A. Temporal and spatial distribution of anopheline mosquitos in an Ethiopian village: implications for malaria control strategies. Bull. World Health Organ. 74, 299–305 (1996).
Google Scholar
Russell, T. L. et al. Geographic coincidence of increased malaria transmission hazard and vulnerability occurring at the periphery of two Tanzanian villages. Malar J. 12, 24. https://doi.org/10.1186/1475-2875-12-24 (2013).
Google Scholar
Smith, D. L., Dushoff, J. & McKenzie, F. E. The risk of a mosquito-borne infection in a heterogeneous environment. PLoS Biol. 2, e368. https://doi.org/10.1371/journal.pbio.0020368 (2004).
Google Scholar
Midega, J. T. et al. Wind direction and proximity to larval sites determines malaria risk in Kilifi District in Kenya. Nat. Commun. 3, 674. https://doi.org/10.1038/ncomms1672 (2012).
Google Scholar
Kumar, S., Stecher, G., Li, M., Knyaz, C. & Tamura, K. MEGA X: Molecular evolutionary genetics analysis across computing platforms. Mol. Biol. Evol. 35, 1547–1549. https://doi.org/10.1093/molbev/msy096 (2018).
Google Scholar
Singh, B. et al. A genus- and species-specific nested polymerase chain reaction malaria detection assay for epidemiologic studies. Am. J. Trop. Med. Hyg. 60, 687–692. https://doi.org/10.4269/ajtmh.1999.60.687 (1999).
Google Scholar
QGIS Geographic Information System (Open Source Geospatial Foundation Project, 2021).
Postma, M. & Goedhart, J. PlotsOfData – A web app for visualizing data together with their summaries. PLoS Biol 17, e3000202. https://doi.org/10.1371/journal.pbio.3000202 (2019).
Google Scholar
IBM SPSS Statistics for Windows, Version 25.0 (Armonk, NY, 2017).
Rita, H. & Komonen, A. Odds ratio: an ecologically sound tool to compare proportions. Ann. Zool. Fenn. 45, 66–72. https://doi.org/10.5735/086.045.0106 (2008).
Google Scholar
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