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a-poisson-nb-alternative-to-bottom-up-modelling

R scripts demonstrating alternative modelling approaches to bottom-up population modelling that are independent of settlement data (building count) whilst accounting for potential overdispersion within the observed population data.

admin_unit_urban_classify

R-Script to Assign an GHSL-SMOD Urban Classification to L2 Admin Units

bayesian-top-down-modelling

Implement a top-down disagregation using bartMachine R package

bearmod

Basic Epidemic, Activity, and Response COVID-19 model

bfa_population_v1_0_methods

This repo contains the code related to the BFA_population_v1_0_gridded estimates. See https://wopr.worldpop.org/ for more information

bottom-up-tutorial

Bottom-up population model tutorial

bottom-up-tutorial-es

Bottom-up population model tutorial funded by UNFPA, WorldPop and Leverhulme Center for Demographic Sciemce

ciff_impact_portal

Simple web application to show the impact evaluation of CIFF-funded programmes

ciff_portal

Subnational mapping of children and maternal health

countdown_to_2030

drc_modelling_simulation_study1

R scripts used for DRC population modelling simulation study at area unit level.

efficient-population-modelling-using-inla-spde

R codes for INLA-SPDE bottom-up population modelling (Cameroon Application)

foot

An R package for processing building footprints

grid3covariates

grid3Covariates is an R Package interface for downloading raster datasets from WorldPop FTP

health_dev

A repository containing the R scripts used for the analyses in the research "Subnational reproductive, maternal, newborn, child and adolescent health and development atlas for India"

imcover

Spatio-temporal immunisation coverage modelling

lpsmapper

Piloting the collection of geographic information from Longitudinal Population Studies (LPS) for future climate-health research

nga_pop_v2_update

This script update NGA population using building footprint v2

peanutbutter

An R package and shiny application to produce gridded population estimates from building footprints using the "peanut butter" method.

png_bottom_up_modelling

R scripts for Papua New Guniea's population estimation models. There are three main R scripts contained in the folder - covariates selection, model fitting and model cross-validation.

poprf

Random Forest-informed Population Disaggregation R package

python_tools

This repo contains some python-based tools for processing geospatial data

sicss-calabar-gridded-population

Session at the Summer Institute for Computation Social Science - Calabar university

sicss-covenant-gridded-population

Intervention at the Summer Institute for Computation Social Science

top-down-tutorial

Tutorials for Brazil workshop on top-down modelling

two-step-bottom-up-population-modelling-

R scripts used for developing a Bayesian Hierarchical Bottom-Up Population Modelling which adjusted for biases in satellite-based settlement data first before the prediction of population counts - a case study of Papua New Guinea

unadj_ppp_calc

Script that downloads ppp from WP FTP and calculates UN adjusted population using user-defined input value.

vipaper

A repository containing the R scripts used for the analyses in the research "A zero-dose vulnerability index for equity assessment and spatial prioritization in low and middle-income countries"

wopr

An R package and Shiny application to provide API access to the WorldPop Open Population Repository (WOPR)

woprvisionarc