Emelda A Okiro1
, Simon I Hay1,2
, Priscilla W Gikandi1
, Shahnaaz K Sharif3
, Abdisalan M Noor1
, Norbert Peshu4
, Kevin Marsh4,5
and Robert W Snow1,5 
1Malaria Public Health & Epidemiology Group, Centre for Geographic Medicine Research – Coast, Kenya Medical Research Institute/Wellcome Trust Research Programme, P.O. Box 43640, 00100 GPO, Nairobi, Kenya
2Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Tinbergen Building, South Parks Road, Oxford, OX1 3PS, UK
3Ministry of Health, Afya House, Cathedral Road, P.O. Box 30016, 00100 GPO, Nairobi, Kenya
4Centre for Geographic Medicine – Coast, Kenya Medical Research Institute, P.O. Box 230, Kilifi, Kenya
5Centre for Tropical Medicine, University of Oxford, John Radcliffe Hospital, Headington, Oxford, OX3 9DU, UK