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

High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015

(2013) Andrea E. Gaughan et al.   PLoS One

Population Distribution, Settlement Patterns and Accessibility across Africa in 2010

(2012) Catherine Linard et al.   PLoS One

Generation of fine-scale population layers using multi-resolution satellite imagery and geospatial data

(2012) Derek Azar et al.   REMOTE SENSING OF ENVIRONMENT

Large-scale spatial population databases in infectious disease research

(2012) Catherine Linard et al.   International Journal of Health Geographics

Disaggregating population density of the European Union with CORINE land cover

(2011) F.J. Gallego et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Spatial refinement of census population distribution using remotely sensed estimates of impervious surfaces in Haiti

(2010) Derek Azar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mapping global urban areas using MODIS 500-m data: New methods and datasets based on ‘urban ecoregions’

(2010) Annemarie Schneider et al.   REMOTE SENSING OF ENVIRONMENT

A new map of global urban extent from MODIS satellite data

(2009) A Schneider et al.   Environmental Research Letters

Another look at statistical learning theory and regularization

(2009) Vladimir Cherkassky et al.   NEURAL NETWORKS

A spatial national health facility database for public health sector planning in Kenya in 2008

(2009) Abdisalan M Noor et al.   International Journal of Health Geographics