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 
1
Malaria 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
2
Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Tinbergen Building, South Parks Road, Oxford, OX1 3PS, UK
3
Ministry of Health, Afya House, Cathedral Road, P.O. Box 30016, 00100 GPO, Nairobi, Kenya
4
Centre for Geographic Medicine – Coast, Kenya Medical Research Institute, P.O. Box 230, Kilifi, Kenya
5
Centre for Tropical Medicine, University of Oxford, John Radcliffe Hospital, Headington, Oxford, OX3 9DU, UK