Discover wpgp/BFA_population_v1_0_methods Open Source project

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

wopr

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

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BEARmod

Basic Epidemic, Activity, and Response COVID-19 model

wpgpRFPMS

Random Forests population modelling scripts

popRF

Random Forest-informed Population Disaggregation R package

foot

An R package for processing building footprints

HTML

peanutButter

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

HTML

wpgpDownloadPy

A toolset for finding and downloading WorldPop (Global Project) products.

Python

bottom-up-tutorial

Bottom-up population model tutorial

HTML

wpgpDataQPD

Find and Download WorldPop rasters through QGIS

Python

wpgpCovariates

wpgpDownloadR

A toolset for finding and downloading WorldPop (Global Project) products.

wpCPR

An R package to submit a custom polygon request to the WorldPop API

Bayesian-Top-Down-Modelling

Implement a top-down disagregation using bartMachine R package

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"

grid3Covariates

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

lpsmapper

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

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python_tools

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

Python

NGA_Pop_V2_Update

This script update NGA population using building footprint v2

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.

WPGP_adj_ppp_calc

Module to adjust WorldPop Population rasters (available at ftp://ftp.worldpop.org.uk/GIS/Population/Global_2000_2020/) according to user-define rates

Python

wpgpDataAPD

wpArcAddon

Python

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.

imcover

Spatio-temporal immunisation coverage modelling

C++

Efficient-Population-Modelling-using-INLA-SPDE

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

top-down-tutorial

Tutorials for Brazil workshop on top-down modelling

HTML

wpUtilities

SICSS-calabar-gridded-population

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

DRC_modelling_simulation_study1

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

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"

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

Admin_Unit_Urban_Classify

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

wpgp/BFA_population_v1_0_methods

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