Staff Other researchers Dr Christopher Lloyd MSci, MSc, PhD, FGS Senior Research Fellow Research interests GIS and Remote Sensing Open Source Geospatial Tools Building Classification using Machine Learning Connect with Christopher Email: c.t.lloyd@soton.ac.uk Collaborating research institutes, centres and groups WorldPop We develop and implement open, robust and peer-reviewed geospatial methods. These are used for mapping population distributions, demographics and dynamics, with a principle focus on low and middle income countries.