Estimating small-area population density in Sri Lanka using surveys and Geo-spatial data

Spatially disaggregated population estimates in the absence of national population and housing census data

(2018) N. A. Wardrop et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Beyond prediction: Using big data for policy problems

(2017) Susan Athey   SCIENCE

Combining satellite imagery and machine learning to predict poverty

(2016) N. Jean et al.   SCIENCE

Population Estimation Using a 3D City Model: A Multi-Scale Country-Wide Study in the Netherlands

(2016) Filip Biljecki et al.   PLoS One

Fine resolution mapping of population age-structures for health and development applications

(2015) V. A. Alegana et al.   Journal of the Royal Society Interface

Disaggregating Census Data for Population Mapping Using Random Forests with Remotely-Sensed and Ancillary Data

(2015) Forrest R. Stevens et al.   PLoS One

Methods for Estimating Population Density in Data-Limited Areas: Evaluating Regression and Tree-Based Models in Peru

(2014) Weston Anderson et al.   PLoS One

Dynamic population mapping using mobile phone data

(2014) Pierre Deville et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE