메뉴 건너뛰기




Volumn 16, Issue 1, 2017, Pages

Effect of climatic variability on malaria trends in Baringo County, Kenya

Author keywords

Baringo County; Kenya; Malaria transmission; Rainfall; Seasonal trends; Temperature

Indexed keywords

RAIN;

EID: 85019931823     PISSN: None     EISSN: 14752875     Source Type: Journal    
DOI: 10.1186/s12936-017-1848-2     Document Type: Article
Times cited : (42)

References (51)
  • 1
    • 84893007723 scopus 로고    scopus 로고
    • WHO World health Organization Geneva
    • WHO. World malaria report 2013. Geneva: World health Organization; 2013.
    • (2013) World Malaria Report 2013
  • 2
    • 40049097142 scopus 로고    scopus 로고
    • Epidemiology of plasmodium-helminth co-infection in Africa: Populations at risk, potential impact on anemia, and prospects for combining control
    • 1:CAS:528:DC%2BD1cXht1anur0%3D 18165479 2637949
    • Brooker S, Akhwale W, Pullan R, Estambale B, Clarke SE, Snow RW, et al. Epidemiology of plasmodium-helminth co-infection in Africa: populations at risk, potential impact on anemia, and prospects for combining control. Am J Trop Med Hyg. 2007;77:88-98.
    • (2007) Am J Trop Med Hyg , vol.77 , pp. 88-98
    • Brooker, S.1    Akhwale, W.2    Pullan, R.3    Estambale, B.4    Clarke, S.E.5    Snow, R.W.6
  • 3
    • 78650257716 scopus 로고    scopus 로고
    • The 'hidden' burden of malaria: Cognitive impairment following infection
    • 21171998 3018393
    • Fernando SD, Rodrigo C, Rajapakse S. The 'hidden' burden of malaria: cognitive impairment following infection. Malar J. 2010;9:366.
    • (2010) Malar J , vol.9 , pp. 366
    • Fernando, S.D.1    Rodrigo, C.2    Rajapakse, S.3
  • 4
    • 85019845592 scopus 로고    scopus 로고
    • Towards a malaria free Kenya: Kenya revised malaria strategy 2009-2018
    • Ministry of Health
    • Ministry of Health. Towards a malaria free Kenya: Kenya revised malaria strategy 2009-2018. National Malaria Control Programme; 2014.
    • (2014) National Malaria Control Programme
  • 6
    • 85019927408 scopus 로고    scopus 로고
    • Ministry of Health Div Malar Control, MoH Kenya
    • Ministry of Health. National malaria strategy 2041-2010. Kenya: Div Malar Control, MoH; 2001.
    • (2001) National Malaria Strategy 2041-2010
  • 8
    • 0036271285 scopus 로고    scopus 로고
    • Environmental factors as determinants of malaria risk. A descriptive study on the northern coast of Peru
    • 1:STN:280:DC%2BD38zjt1yjug%3D%3D 12031074
    • Guthmann JP, Llanos-Cuentas A, Palacios A, Hall AJ. Environmental factors as determinants of malaria risk. A descriptive study on the northern coast of Peru. Trop Med Int Health. 2002;7:518-25.
    • (2002) Trop Med Int Health , vol.7 , pp. 518-525
    • Guthmann, J.P.1    Llanos-Cuentas, A.2    Palacios, A.3    Hall, A.J.4
  • 9
    • 0033813162 scopus 로고    scopus 로고
    • Climate change and vector-borne diseases: A regional analysis
    • 1:STN:280:DC%2BD3cvmsFWjsg%3D%3D 11019462 2560843
    • Githeko AK, Lindsay SW, Confalonieri UE, Patz JA. Climate change and vector-borne diseases: a regional analysis. Bull World Health Organ. 2000;78:1136-47.
    • (2000) Bull World Health Organ , vol.78 , pp. 1136-1147
    • Githeko, A.K.1    Lindsay, S.W.2    Confalonieri, U.E.3    Patz, J.A.4
  • 10
    • 1442354948 scopus 로고    scopus 로고
    • Association between climate variability and malaria epidemics in the East African highlands
    • 1:CAS:528:DC%2BD2cXhvVOisLk%3D 14983017 356958
    • Zhou G, Minakawa N, Githeko AK, Yan G. Association between climate variability and malaria epidemics in the East African highlands. Proc Natl Acad Sci USA. 2004;101:2375-80.
    • (2004) Proc Natl Acad Sci USA , vol.101 , pp. 2375-2380
    • Zhou, G.1    Minakawa, N.2    Githeko, A.K.3    Yan, G.4
  • 11
    • 0242338617 scopus 로고    scopus 로고
    • Effect of temperature on the development of the aquatic stages of Anopheles gambiae sensu stricto (Diptera: Culicidae)
    • 1:STN:280:DC%2BD3srmsF2itg%3D%3D 14641976
    • Bayoh MN, Lindsay SW. Effect of temperature on the development of the aquatic stages of Anopheles gambiae sensu stricto (Diptera: Culicidae). Bull Entomol Res. 2003;93:375-81.
    • (2003) Bull Entomol Res , vol.93 , pp. 375-381
    • Bayoh, M.N.1    Lindsay, S.W.2
  • 12
    • 0034173114 scopus 로고    scopus 로고
    • Climatic and geographic influences on arboviral infections and vectors
    • 1:STN:280:DC%2BD38%2FgsFWmug%3D%3D 11189725
    • Mellor PS, Leake CJ. Climatic and geographic influences on arboviral infections and vectors. Rev Sci Tech. 2000;19:41-54.
    • (2000) Rev Sci Tech , vol.19 , pp. 41-54
    • Mellor, P.S.1    Leake, C.J.2
  • 13
    • 84870941946 scopus 로고    scopus 로고
    • Optimal temperature for malaria transmission is dramatically lower than previously predicted
    • 23050931
    • Mordecai EA, Paaijmans KP, Johnson LR, Balzer C, Ben-Horin T, de Moor v, et al. Optimal temperature for malaria transmission is dramatically lower than previously predicted. Ecol Lett. 2013;16:22-30.
    • (2013) Ecol Lett , vol.16 , pp. 22-30
    • Mordecai, E.A.1    Paaijmans, K.P.2    Johnson, L.R.3    Balzer, C.4    Ben-Horin, T.5    De Moor, V.6
  • 14
    • 0033102380 scopus 로고    scopus 로고
    • A climate-based distribution model of malaria transmission in sub-Saharan Africa
    • 1:STN:280:DC%2BD3c%2FjvVertg%3D%3D 10322323
    • Craig MH, Snow RW, le Sueur D. A climate-based distribution model of malaria transmission in sub-Saharan Africa. Parasitol Today. 1999;15:105-11.
    • (1999) Parasitol Today , vol.15 , pp. 105-111
    • Craig, M.H.1    Snow, R.W.2    Le Sueur, D.3
  • 15
    • 77951748094 scopus 로고    scopus 로고
    • Modeling the effects of weather and climate change on malaria transmission
    • 20435552
    • Parham PE, Michael E. Modeling the effects of weather and climate change on malaria transmission. Environ Health Perspect. 2010;118:620-6.
    • (2010) Environ Health Perspect , vol.118 , pp. 620-626
    • Parham, P.E.1    Michael, E.2
  • 16
    • 0031723674 scopus 로고    scopus 로고
    • Predicting key malaria transmission factors, biting and entomological inoculation rates, using modelled soil moisture in Kenya
    • 1:STN:280:DyaK1M%2FisFOrtQ%3D%3D 9809915
    • Patz JA, Strzepek K, Lele S, Hedden M, Greene S, Noden B, et al. Predicting key malaria transmission factors, biting and entomological inoculation rates, using modelled soil moisture in Kenya. Trop Med Int Health. 1998;3:818-27.
    • (1998) Trop Med Int Health , vol.3 , pp. 818-827
    • Patz, J.A.1    Strzepek, K.2    Lele, S.3    Hedden, M.4    Greene, S.5    Noden, B.6
  • 17
    • 79952201609 scopus 로고    scopus 로고
    • Temporal correlation analysis between malaria and meteorological factors in Motuo County
    • 21375751
    • Huang F, Zhou S, Zhang S, Wang H, Tang L. Temporal correlation analysis between malaria and meteorological factors in Motuo County. Tibet Malar J. 2011;10:54.
    • (2011) Tibet Malar J , vol.10 , pp. 54
    • Huang, F.1    Zhou, S.2    Zhang, S.3    Wang, H.4    Tang, L.5
  • 18
    • 47249141431 scopus 로고    scopus 로고
    • Malaria seasonality and rainfall seasonality in Sri Lanka are correlated in space
    • 18686267
    • Briet OJ, Vounatsou P, Amerasinghe PH. Malaria seasonality and rainfall seasonality in Sri Lanka are correlated in space. Geospat Health. 2008;2:183-90.
    • (2008) Geospat Health , vol.2 , pp. 183-190
    • Briet, O.J.1    Vounatsou, P.2    Amerasinghe, P.H.3
  • 19
    • 53349119827 scopus 로고    scopus 로고
    • Deriving vegetation dynamics of natural terrestrial ecosystems from MODIS NDVI/EVI data over Turkey
    • 27873814 3705504
    • Evrendilek F, Gulbeyaz O. Deriving vegetation dynamics of natural terrestrial ecosystems from MODIS NDVI/EVI data over Turkey. Sensors. 2008;8:5270-302.
    • (2008) Sensors , vol.8 , pp. 5270-5302
    • Evrendilek, F.1    Gulbeyaz, O.2
  • 21
    • 0027430465 scopus 로고
    • Global correlation of temperature, NDVI and precipitation
    • Schultz P, Halpert M. Global correlation of temperature, NDVI and precipitation. Adv Space Res. 1993;13:277-80.
    • (1993) Adv Space Res , vol.13 , pp. 277-280
    • Schultz, P.1    Halpert, M.2
  • 22
    • 77953049687 scopus 로고    scopus 로고
    • Correlation between normalized difference vegetation index and malaria in a subtropical rain forest undergoing rapid anthropogenic alteration
    • 20503187
    • Wayant NM, Maldonado D, Rojas de Arias A, Cousino B, Goodin DG. Correlation between normalized difference vegetation index and malaria in a subtropical rain forest undergoing rapid anthropogenic alteration. Geospat Health. 2010;4:179-90.
    • (2010) Geospat Health , vol.4 , pp. 179-190
    • Wayant, N.M.1    Maldonado, D.2    Rojas De Arias, A.3    Cousino, B.4    Goodin, D.G.5
  • 23
    • 0031217559 scopus 로고    scopus 로고
    • Geographical distribution and dramatic increases in incidences of malaria: Consequences of the resettlement scheme in Gambela, SW Ethiopia
    • 1:STN:280:DyaK1c7otVSquw%3D%3D 9519570
    • Woube M. Geographical distribution and dramatic increases in incidences of malaria: consequences of the resettlement scheme in Gambela, SW Ethiopia. Indian J Malariol. 1997;34:140-63.
    • (1997) Indian J Malariol. , vol.34 , pp. 140-163
    • Woube, M.1
  • 24
    • 84862758829 scopus 로고    scopus 로고
    • Division of malaria control Ministry of Public Health and Sanitation Nairobi
    • Division of malaria control. 2010 Kenya malaria indicator survey. Nairobi: Ministry of Public Health and Sanitation; 2011.
    • (2011) 2010 Kenya Malaria Indicator Survey
  • 25
    • 85018579103 scopus 로고    scopus 로고
    • Improvement of health sector in Kenya
    • Mohajan HK. Improvement of health sector in Kenya. Am J Public Health Res. 2014;2:159-69.
    • (2014) Am J Public Health Res , vol.2 , pp. 159-169
    • Mohajan, H.K.1
  • 27
    • 33751536697 scopus 로고    scopus 로고
    • Lake Baringo: Addressing threatened biodiversity and livelihoods
    • Odada EO, Onyando JO, Obudho PA. Lake Baringo: addressing threatened biodiversity and livelihoods. Lakes Reserv Res Manag. 2006;11:287-99.
    • (2006) Lakes Reserv Res Manag , vol.11 , pp. 287-299
    • Odada, E.O.1    Onyando, J.O.2    Obudho, P.A.3
  • 29
    • 79953732420 scopus 로고    scopus 로고
    • Mice: Multivariate imputation by chained equations in R
    • Buuren S, Groothuis-Oudshoorn K. Mice: multivariate imputation by chained equations in R. J Stat Softw. 2011;45:1-67.
    • (2011) J Stat Softw , vol.45 , pp. 1-67
    • Buuren, S.1    Groothuis-Oudshoorn, K.2
  • 30
    • 84893057912 scopus 로고    scopus 로고
    • Predictive mean matching imputation of semicontinuous variables
    • Vink G, Frank LE, Pannekoek J, Buuren S. Predictive mean matching imputation of semicontinuous variables. Stat Neerl. 2014;68:61-90.
    • (2014) Stat Neerl , vol.68 , pp. 61-90
    • Vink, G.1    Frank, L.E.2    Pannekoek, J.3    Buuren, S.4
  • 32
    • 85019834179 scopus 로고    scopus 로고
    • International Research Institute for Climate and Society Accessed 25 Nove 2014
    • International Research Institute for Climate and Society. SOURCES: the IRI/LDEO collection of climate data. http://iridl.ldeo.columbia.edu/SOURCES/. Accessed 25 Nove 2014.
    • SOURCES: The IRI/LDEO Collection of Climate Data
  • 34
    • 71549139406 scopus 로고    scopus 로고
    • Evaluation of MODIS land surface temperature data to estimate air temperature in different ecosystems over Africa
    • Vancutsem C, Ceccato P, Dinku T, Connor SJ. Evaluation of MODIS land surface temperature data to estimate air temperature in different ecosystems over Africa. Remote Sens Environ. 2010;114:449-65.
    • (2010) Remote Sens Environ , vol.114 , pp. 449-465
    • Vancutsem, C.1    Ceccato, P.2    Dinku, T.3    Connor, S.J.4
  • 36
    • 85019947206 scopus 로고    scopus 로고
    • Dyn: Time series regression
    • Accessed 1 May 2016
    • Grothendieck G. dyn: Time series regression. R package version 0.2-8.1. 2017. https://cran.r-project.org/src/contrib/Archive/dyn/dyn-0.2-8.1.tar.gz. Accessed 1 May 2016.
    • (2017) R Package Version 0.2-8.1
    • Grothendieck, G.1
  • 37
    • 84969645072 scopus 로고    scopus 로고
    • Trend: Non-parametric trend tests and change-point detection
    • Accessed 20 May 2016
    • Pohlert T. Trend: non-parametric trend tests and change-point detection. R package version 0.2.0. 2015. https://cran.r-project.org/web/packages/trend/index.html. Accessed 20 May 2016.
    • (2015) R Package Version 0.2.0
    • Pohlert, T.1
  • 38
    • 84861557239 scopus 로고    scopus 로고
    • Indian ocean dipole and rainfall drive a Moran effect in East Africa malaria transmission
    • 22492847
    • Chaves LF, Satake A, Hashizume M, Minakawa N. Indian ocean dipole and rainfall drive a Moran effect in East Africa malaria transmission. J Infect Dis. 2012;205:1885-91.
    • (2012) J Infect Dis , vol.205 , pp. 1885-1891
    • Chaves, L.F.1    Satake, A.2    Hashizume, M.3    Minakawa, N.4
  • 39
    • 84860797879 scopus 로고    scopus 로고
    • Remote sensing-based time series models for malaria early warning in the highlands of Ethiopia
    • 22583705 3493314
    • Midekisa A, Senay G, Henebry GM, Semuniguse P, Wimberly MC. Remote sensing-based time series models for malaria early warning in the highlands of Ethiopia. Malar J. 2012;11:165.
    • (2012) Malar J , vol.11 , pp. 165
    • Midekisa, A.1    Senay, G.2    Henebry, G.M.3    Semuniguse, P.4    Wimberly, M.C.5
  • 40
    • 12244272487 scopus 로고    scopus 로고
    • Weather-based prediction of Plasmodium falciparum malaria in epidemic-prone regions of Ethiopia I. Patterns of lagged weather effects reflect biological mechanisms
    • 15541174 535540
    • Teklehaimanot HD, Lipsitch M, Teklehaimanot A, Schwartz J. Weather-based prediction of Plasmodium falciparum malaria in epidemic-prone regions of Ethiopia I. Patterns of lagged weather effects reflect biological mechanisms. Malar J. 2004;3:41.
    • (2004) Malar J , vol.3 , pp. 41
    • Teklehaimanot, H.D.1    Lipsitch, M.2    Teklehaimanot, A.3    Schwartz, J.4
  • 41
    • 36448977617 scopus 로고    scopus 로고
    • Shifting patterns: Malaria dynamics and rainfall variability in an African highland
    • 1:STN:280:DC%2BD2sjgtF2jsw%3D%3D 17999952
    • Pascual M, Cazelles B, Bouma MJ, Chaves LF, Koelle K. Shifting patterns: malaria dynamics and rainfall variability in an African highland. Proc Biol Sci. 2008;275:123-32.
    • (2008) Proc Biol Sci , vol.275 , pp. 123-132
    • Pascual, M.1    Cazelles, B.2    Bouma, M.J.3    Chaves, L.F.4    Koelle, K.5
  • 42
    • 34447627170 scopus 로고    scopus 로고
    • Simulating malaria model for different treatment intensities in a variable environment
    • Wyse APP, Bevilacqua L, Rafikov M. Simulating malaria model for different treatment intensities in a variable environment. Ecol Model. 2007;206:322-30.
    • (2007) Ecol Model , vol.206 , pp. 322-330
    • Wyse, A.P.P.1    Bevilacqua, L.2    Rafikov, M.3
  • 44
    • 0346734142 scopus 로고    scopus 로고
    • Climatic suitability for malaria transmission in Africa, 1911-1995
    • 1:CAS:528:DC%2BD2cXhtVekug%3D%3D 14663146 307569
    • Small J, Goetz SJ, Hay SI. Climatic suitability for malaria transmission in Africa, 1911-1995. Proc Natl Acad Sci USA. 2003;100:15341-5.
    • (2003) Proc Natl Acad Sci USA , vol.100 , pp. 15341-15345
    • Small, J.1    Goetz, S.J.2    Hay, S.I.3
  • 45
    • 77954330204 scopus 로고    scopus 로고
    • Relevant microclimate for determining the development rate of malaria mosquitoes and possible implications of climate change
    • 20618930 2912924
    • Paaijmans KP, Imbahale SS, Thomas MB, Takken W. Relevant microclimate for determining the development rate of malaria mosquitoes and possible implications of climate change. Malar J. 2010;9:196.
    • (2010) Malar J , vol.9 , pp. 196
    • Paaijmans, K.P.1    Imbahale, S.S.2    Thomas, M.B.3    Takken, W.4
  • 46
    • 84871526640 scopus 로고    scopus 로고
    • Hydrological and geomorphological controls of malaria transmission
    • Smith M, Macklin M, Thomas C. Hydrological and geomorphological controls of malaria transmission. Earth Sci Rev. 2013;116:109-27.
    • (2013) Earth Sci Rev , vol.116 , pp. 109-127
    • Smith, M.1    Macklin, M.2    Thomas, C.3
  • 47
    • 84891667414 scopus 로고    scopus 로고
    • Habitat hydrology and geomorphology control the distribution of malaria vector larvae in rural Africa
    • 24312606 3849348
    • Hardy AJ, Gamarra JG, Cross DE, Macklin MG, Smith MW, Kihonda J, et al. Habitat hydrology and geomorphology control the distribution of malaria vector larvae in rural Africa. PLoS ONE. 2013;8:e81931.
    • (2013) PLoS ONE , vol.8 , pp. e81931
    • Hardy, A.J.1    Gamarra, J.G.2    Cross, D.E.3    Macklin, M.G.4    Smith, M.W.5    Kihonda, J.6
  • 48
    • 33645822952 scopus 로고    scopus 로고
    • Malaria risk and temperature: Influences from global climate change and local land use practices
    • 1:CAS:528:DC%2BD28XktFais70%3D 16595623 1458623
    • Patz JA, Olson SH. Malaria risk and temperature: influences from global climate change and local land use practices. Proc Natl Acad Sci USA. 2006;103:5635-6.
    • (2006) Proc Natl Acad Sci USA , vol.103 , pp. 5635-5636
    • Patz, J.A.1    Olson, S.H.2
  • 49
    • 84893671214 scopus 로고    scopus 로고
    • The effect of temperature on Anopheles mosquito population dynamics and the potential for malaria transmission
    • 24244467 3828393
    • Beck-Johnson LM, Nelson WA, Paaijmans KP, Read AF, Thomas MB, Bjornstad ON. The effect of temperature on Anopheles mosquito population dynamics and the potential for malaria transmission. PLoS ONE. 2013;8:e79276.
    • (2013) PLoS ONE , vol.8 , pp. e79276
    • Beck-Johnson, L.M.1    Nelson, W.A.2    Paaijmans, K.P.3    Read, A.F.4    Thomas, M.B.5    Bjornstad, O.N.6
  • 50
    • 0037288134 scopus 로고    scopus 로고
    • Climatic variables and transmission of malaria: A 12-year data analysis in Shuchen County, China
    • 12604766 1497511
    • Bi P, Tong S, Donald K, Parton KA, Ni J. Climatic variables and transmission of malaria: a 12-year data analysis in Shuchen County, China. Public Health Rep. 2003;118:65-71.
    • (2003) Public Health Rep , vol.118 , pp. 65-71
    • Bi, P.1    Tong, S.2    Donald, K.3    Parton, K.A.4    Ni, J.5
  • 51
    • 84918534509 scopus 로고    scopus 로고
    • Spatial modelling of malaria risk zones using environmental, anthropogenic variables and geographical information systems techniques
    • Chikodzi D. Spatial modelling of malaria risk zones using environmental, anthropogenic variables and geographical information systems techniques. J Geosci Geomat. 2013;1:8-14.
    • (2013) J Geosci Geomat , vol.1 , pp. 8-14
    • Chikodzi, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.