2019
DOI: 10.1038/s41597-019-0250-z
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Population centroids of the world administrative units from nighttime lights 1992-2013

Abstract: Knowledge about the past, current and future distribution of the human population is fundamental for tackling many global challenges. Censuses are used to collect information about population within a specified spatial unit. The spatial units are usually arbitrarily defined and their numbers, size and shape tend to change over time. These issues make comparisons between areas and countries difficult. We have in related work proposed that the shape of the lit area derived from nighttime lights, weighted by its … Show more

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Cited by 22 publications
(12 citation statements)
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“…This approach remains the most widely used calibration method for its simplicity and adaptability, and for this reason, it was selected for this application. Hall et al [56] detail the procedure and calibration coefficients used for each image. Then, the calibration coefficients were applied globally to each satellite product.…”
Section: Methodsmentioning
confidence: 99%
“…This approach remains the most widely used calibration method for its simplicity and adaptability, and for this reason, it was selected for this application. Hall et al [56] detail the procedure and calibration coefficients used for each image. Then, the calibration coefficients were applied globally to each satellite product.…”
Section: Methodsmentioning
confidence: 99%
“…Specifically, we modeled the covariance structures for nonindependence among geographic regions as follows: 1) GLMMs using the covariance in sample allele frequencies as in Pickrell and Pritchard (2012), where the correction for branch length was adapted to haploid genomes; as this model design does not require a phylogenetic tree, it corresponds to an island model where gene flow is continuous between populations; 2) phylogenetic GLMMs using covariance matrices obtained by F ST -based phylogenetic trees with the VCV function of the R package ape (Goudet 2005) (F ST values were calculated using the function pairwise.fst, R package hierfstat v0.04-22); and 3) spatial models using the coordinates of population centroids of each geographic area (Hall et al 2019). In all of these models, random slopes of day within geographic areas capture random variation of allele frequency change among demes (i.e., random drift within each deme and, in principle, possible differences in the strength of selection), covariance matrices capture the relative amount of drift that is shared between demes (due to migration, i.e., exchange of viral lineages), and the fixed effect of sampling day represents the change in frequency that is not explained by genetic drift within areas or is by connectivity among areas.…”
Section: Models Of Temporal Variation Of G614 In the Genomic Samplesmentioning
confidence: 99%
“…Specifically, the NTL product, avg_lights_x_pct, is derived from the average visible band digital number (DN) of cloud-free light detections multiplied by the percent frequency of light detection at a resolution of 30 arc-second grids. This product has been used as a proxy for socio-economic and demographic variables, including urban density, population size, economic status, and the provision of public goods (Mellander et al, 2015;Xiao et al, 2014;Min, 2015;Hall et al, 2019). The use of NTL data as a proxy variable is based upon there being a direct or an indirect link between the sources of NTL and the variable of interest.…”
Section: Spatiotemporal Analyses-dating Construction Of Brick Kilnsmentioning
confidence: 99%