Exploring agricultural land-use and childhood malaria associations in sub-Saharan Africa

被引:11
作者
Shah, Hiral Anil [1 ,2 ]
Carrasco, Luis Roman [3 ]
Hamlet, Arran [1 ]
Murray, Kris A. [1 ,4 ,5 ]
机构
[1] Imperial Coll London, MRC Ctr Global Infect Dis Anal, Sch Publ Hlth, Dept Infect Dis Epidemiol, London, England
[2] Imperial Coll London, Grantham Inst Climate Change & Environm, London, England
[3] Natl Univ Singapore, Dept Biol Sci, Singapore, Singapore
[4] Sch Hyg & Trop Med, MRC Unit Gambia London, Atlantic Blvd, Fajara, Gambia
[5] London Sch Hyg & Trop Med, Ctr Climate Change & Planetary Hlth, London, England
基金
英国医学研究理事会;
关键词
MULTIMODEL INFERENCE; TRANSMISSION PARAMETERS; PLASMODIUM-FALCIPARUM; HUMAN SCHISTOSOMIASIS; BEHAVIORAL ECOLOGY; MATERNAL EDUCATION; URBAN AGRICULTURE; RICE CULTIVATION; MODEL SELECTION; DEFORESTATION;
D O I
10.1038/s41598-022-07837-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Agriculture in Africa is rapidly expanding but with this comes potential disbenefits for the environment and human health. Here, we retrospectively assess whether childhood malaria in sub-Saharan Africa varies across differing agricultural land uses after controlling for socio-economic and environmental confounders. Using a multi-model inference hierarchical modelling framework, we found that rainfed cropland was associated with increased malaria in rural (OR 1.10, CI 1.03-1.18) but not urban areas, while irrigated or post flooding cropland was associated with malaria in urban (OR 1.09, CI 1.00-1.18) but not rural areas. In contrast, although malaria was associated with complete forest cover (OR 1.35, CI 1.24-1.47), the presence of natural vegetation in agricultural lands potentially reduces the odds of malaria depending on rural-urban context. In contrast, no associations with malaria were observed for natural vegetation interspersed with cropland (veg-dominant mosaic). Agricultural expansion through rainfed or irrigated cropland may increase childhood malaria in rural or urban contexts in sub-Saharan Africa but retaining some natural vegetation within croplands could help mitigate this risk and provide environmental co-benefits.
引用
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页数:18
相关论文
共 129 条
[1]   Nets versus spraying: A spatial modelling approach reveals indoor residual spraying targets Anopheles mosquito habitats better than mosquito nets in Tanzania [J].
Acheson, Emily Sohanna ;
Kerr, Jeremy Thomas .
PLOS ONE, 2018, 13 (10)
[2]   The era of sustainable agricultural development in Africa: Understanding the benefits and constraints [J].
Adenle, Ademola A. ;
Azadi, Hossein ;
Manning, Louise .
FOOD REVIEWS INTERNATIONAL, 2018, 34 (05) :411-433
[3]   Does irrigated urban agriculture influence the transmission of malaria in the city of Kumasi, Ghana? [J].
Afrane, YA ;
Klinkenberg, E ;
Drechsel, P ;
Owusu-Daaku, K ;
Garms, R ;
Kruppa, T .
ACTA TROPICA, 2004, 89 (02) :125-134
[4]   The impact of bed-net use on malaria prevalence [J].
Agusto, Folashade B. ;
Del Valle, Sara Y. ;
Blayneh, Kbenesh W. ;
Ngonghala, Calistus N. ;
Goncalves, Maria J. ;
Li, Nianpeng ;
Zhao, Ruijun ;
Gong, Hongfei .
JOURNAL OF THEORETICAL BIOLOGY, 2013, 320 :58-65
[5]   Zooprophylaxis as a control strategy for malaria caused by the vector Anopheles arabiensis (Diptera: Culicidae): a systematic review [J].
Asale, Abebe ;
Duchateau, Luc ;
Devleesschauwer, Brecht ;
Huisman, Gerdien ;
Yewhalaw, Delenasaw .
INFECTIOUS DISEASES OF POVERTY, 2017, 6
[6]  
Austin KF, 2017, AIMS ENVIRON SCI, V4, P217, DOI 10.3934/environsci.2017.2.217
[7]   Export agriculture is feeding malaria: a cross-national examination of the environmental and social causes of malaria prevalence [J].
Austin, Kelly F. .
POPULATION AND ENVIRONMENT, 2013, 35 (02) :133-158
[8]   Prevalence and risk factors of malaria in Ethiopia [J].
Ayele, Dawit G. ;
Zewotir, Temesgen T. ;
Mwambi, Henry G. .
MALARIA JOURNAL, 2012, 11
[9]   The rise and fall of malaria under land-use change in frontier regions [J].
Baeza, Andres ;
Santos-Vega, Mauricio ;
Dobson, Andrew P. ;
Pascual, Mercedes .
NATURE ECOLOGY & EVOLUTION, 2017, 1 (05)
[10]  
Bates D., 2015, Fitting Linear Mixed-Effects Models, DOI DOI 10.18637/JSS.V033.I01.3,10