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References from Measuring the contribution of built-settlement data to global population mapping. Local targets link to admitted publications; unresolved targets remain external evidence.
Building a global urban science
10.1038/s41893-017-0013-9 · 2018 · External reference
The dimensions of global urban expansion: Estimates and projections for all countries
10.1016/j.progress.2011.04.001 · 2011 · External reference
Unresolved reference
External reference
Determining global population distributions: Methods, applications, and data
10.1016/s0065-308x(05)62004-0 · 2006 · External reference
Determining global population distributions: Methods, applications, and data
10.1016/s0065-308x(05)62004-0 · 2006 · External reference
Unresolved reference
2004 · External reference
Landscan USA: A high resolution geospatal and temporal modeling approach for population distribution and dynamics
10.1007/s10708-007-9105-9 · 2007 · External reference
Measuring populations to improve vaccination coverage
10.1038/srep34541 · 2016 · External reference
Bagging predictors
10.1023/a:1018054314350 · 1996 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Statistical modeling: The two cultures
10.1214/ss/1009213726 · 2001 · External reference
Mapping of settlements in high-resolution satellite imagery using high performance computing
10.1007/s10708-007-9101-0 · 2007 · External reference
Urban growth in developing countries: A review of current trends and a caution regarding existing forecasting
10.1016/j.worlddev.2003.04.008 · 2004 · External reference
Feature selection based on the Shapley value
2005 · External reference
Big earth data analytics on Sentinel-1 and Landsat imagery in support to global human settlements mapping
10.1080/20964471.2017.1397899 · 2017 · External reference
Big earth data analytics on Sentinel-1 and Landsat imagery in support to global human settlements mapping
10.1080/20964471.2017.1397899 · 2017 · External reference
An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
10.1023/a:1007607513941 · 2000 · External reference
10.1080/23754931.2015.1014272 · 2015 · Admitted local publication
Multiple comparisons using rank sums
10.1080/00401706.1964.10490181 · 1964 · External reference
Unresolved reference
2013 · External reference
Measuring and understanding global human settlements patterns and processes: Innovation, progress and application
10.1080/17538947.2019.1630072 · 2020 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2017 · External reference
Where we live—a summary of the achievements and planned evolution of the global urban Footprint
10.3390/rs10060895 · 2018 · External reference
Urban Footprint processor - fully automated processing chain generating settlement masks from global data of the TanDEM-X mission
10.1109/lgrs.2013.2272953 · 2013 · External reference
Exploiting big earth data from space – first experiences with the timescan processing chain
10.1080/20964471.2018.1433790 · 2018 · External reference
Unresolved reference
2016 · External reference
Multicolinearity in regression analysis: The problem revisited
10.2307/1937887 · 1967 · External reference
The generalised settlement area: Mapping the earth surface in the vicinity of built-up areas
2019 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2016 · External reference
Exploring nationally and regionally defined models for large area population mapping
2014 · External reference
Validation of urban boundaries derived from global night-time satellite imagery
10.1080/01431160304982 · 2003 · External reference
Very high resolution interpolated climate surfaces for global land areas
10.1002/joc.1276 · 2005 · External reference
Applications and trends of remote sensing in professional urban planning
10.1111/j.1749-8198.2011.00422.x · 2011 · External reference
Applications and trends of remote sensing in professional urban planning: Remote sensing in professional urban planning
10.1111/j.1749-8198.2011.00422.x · 2011 · External reference
A simple sequentially rejective multiple test procedure
1979 · External reference
Geospatial mapping of access to timely essential surgery in sub-Saharan Africa
10.1136/bmjgh-2018-000875 · 2018 · External reference
Use of ranks in one-criterion variance analysis
10.1080/01621459.1952.10483441 · 1952 · External reference
The development of a morphological unplanned settlement index using very-high-resolution (VHR) imagery
10.1016/j.compenvurbsys.2014.07.012 · 2014 · External reference
Slums from space—15 Years of slum mapping using remote sensing
10.3390/rs8060455 · 2016 · External reference
Compilation and validation of SAR and optical data products for a complete and global map of Inland/Ocean water tailored to the climate modeling community
2017 · External reference
New global hydrography derived from spaceborne elevation data
10.1029/2008eo100001 · 2008 · External reference
The spatial allocation of population: A review of large-scale gridded population data products and their fitness for use
10.5194/essd-11-1385-2019 · 2019 · External reference
Classification and regression by randomForest
2002 · External reference
Modelling changing population distributions: An example of the Kenyan Coast, 1979–2009
10.1080/17538947.2016.1275829 · 2017 · External reference
Global spatio-temporally harmonised datasets for producing high-resolution gridded population distribution datasets
10.1080/20964471.2019.1625151 · 2019 · External reference
Outlining where humans live, the world settlement Footprint 2015
10.1038/s41597-020-00580-5 · 2020 · External reference
The rising tide: Assessing the risks of climate change and human settlements in low elevation coastal zones
10.1177/0956247807076960 · 2007 · External reference
Generating surface models of population using dasymetric mapping
10.1111/0033-0124.10042 · 2003 · External reference
Intelligent dasymetric mapping and its application to areal interpolation
10.1559/152304006779077309 · 2006 · External reference
Unresolved reference
External reference
Examining the correlates and drivers of human population distributions across low- and middle-income countries
10.1098/rsif.2017.0401 · 2017 · External reference
Annually modelling built-settlements between remotely-sensed observations using relative changes in subnational populations and lights at night
10.1016/j.compenvurbsys.2019.101444 · 2020 · External reference
Examining the correlates and drivers of human population distributions across low-and middle-income countries
10.1098/rsif.2017.0401 · 2017 · External reference
The modifiable areal unit problem
1984 · External reference
Unresolved reference
2017 · External reference
Multitemporal settlement and population mapping from landsat using google earth engine
10.1016/j.jag.2014.09.005 · 2015 · External reference
Unresolved reference
2016 · External reference
A global human settlement layer from optical HR/VHR remote sensing data: Concept and first results
10.1109/jstars.2013.2271445 · 2013 · External reference
Sub-national mapping of population pyramids and dependency ratios in Africa and Asia
10.1038/sdata.2017.89 · 2017 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2019 · External reference
Gridded population maps informed by different built settlement products
10.3390/data3030033 · 2018 · External reference
An assessment of the effectiveness of a random forest classifier for landcover detection
10.1016/j.isprsjprs.2011.11.002 · 2012 · External reference
Multisample Inference
2011 · External reference
Sustainable development and geospatial information: A strategic framework for Integrating a global policy agenda into national geospatial capabilities
10.1080/10095020.2017.1325594 · 2017 · External reference
A meta-analysis of global urban land expansion
10.1371/journal.pone.0023777 · 2011 · External reference
The solution of a symmetric market game. Contribution to the Theory of Games II
1957 · External reference
To explain or predict
10.1214/10-sts330 · 2010 · External reference
Assessing the spatial sensitivity of a random forest model: Application in gridded population modeling
10.1016/j.compenvurbsys.2019.01.006 · 2019 · External reference
Spatial scaling of stable night lights
10.1016/j.rse.2010.08.021 · 2011 · External reference
High-resolution gridded population distribution datasets of Latin America in 2010, 2015, and 2020
10.1038/sdata.2015.45 · 2015 · External reference
Disaggregating census data for population mapping using random forests with remotely-sensed data and ancillary data
10.1371/journal.pone.0107042 · 2015 · External reference
Comparisons of two global built area land cover datasets in methods to disaggregate human population in eleven countries from the global South
10.1080/17538947.2019.1633424 · 2020 · External reference
The development of a focus for the geography of settlement
10.2307/141945 · 1965 · External reference
Conditional variable importance for random forests
10.1186/1471-2105-9-307 · 2008 · External reference
Bias in random forest variable importance measures: Illustrations, sources and a solution
10.1186/1471-2105-8-25 · 2007 · External reference
Bias in random forest variable importance measures: Illustrations, sources and a solution
10.1186/1471-2105-8-25 · 2007 · External reference
Mapping the denominator:Spatial demography in the measurement of progress
10.1093/inthealth/ihu057 · 2014 · External reference
Innovation to impact in spatial epidemiology
10.1186/s12916-018-1205-5 · 2018 · External reference
High resolution population maps for low income Nations: Combining land cover and census in east Africa
10.1371/journal.pone.0001298 · 2007 · External reference
Hierarchical modeling of urban growth across the conterminous USA: Developing meso-scale quantity drivers for the Land Transformation Model
10.1080/1747423x.2012.675364 · 2013 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2018 · External reference
Census-independent population mapping in northern Nigeria
10.1016/j.rse.2017.09.024 · 2018 · External reference
Individual comparisons by ranking methods
10.2307/3001968 · 1945 · External reference
Unresolved reference
2018 · External reference
A robust method to generate a consistent time series from DMSP/OLS nighttime light data
10.1109/tgrs.2016.2572724 · 2016 · External reference
Understanding an urbanizing planet: Strategic directions for remote sensing
10.1016/j.rse.2019.04.020 · 2019 · External reference
