The data presented below represent the predicted number of people per ~100 m pixel as estimated using the random forest (RF) model as described in Stevens, et al. (In Press). The following pages contain a description of the RF model and its covariates, their sources and any metadata collected for each covariate. The prediction weighting layer is used to dasymetrically redistribute the census counts and project counts to match estimated populations based on UN estimates for the final population maps provided by AfriPop, AsiaPop and AmeriPop.
These data are the population density values used to estimate the RF model used to create the prediction weighting layer you see above. Values represent population density as measured by people per hectare and calculated from population counts within each census unit. These values are used as the dependent variable during model estimation.
Folder: Census
File Name: Haiti_2015_population_estimate_adm3.shp
Source: INSTITUT HAÏTIEN DE STATISTIQUE ET D'INFORMATIQUE, 2015
Description: Obtained from HDX, 23-10-2016, https://data.humdata.org/dataset/estimated-population-of-haiti-2015
Class: polygon
Derived Covariates:
area, buff, zones,
Field name: '18PLUS' changed to: 'X18PLUS'
class : SpatialPolygonsDataFrame
features : 570
extent : 554877, 855241, 1992998, 2222861 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 23
These output and figures outline the estimated RF model that is used to predict the population density weighting layer. The model is fitted to the population density values for the preceding census data using covariates aggregatedfrom the ancillary data sources summarized following the model diagnostics.
Call:
randomForest(x = x_data, y = y_data, ntree = popfit$ntree, mtry = popfit$mtry, nodesize = length(y_data)/1000, importance = TRUE, proximity = TRUE)
Type of random forest: regression
Number of trees: 500
No. of variables tried at each split: 20
Mean of squared residuals: 0.22
% Var explained: 79
Folder: Landcover
File Name: occupation_sol.tif
Source: Centre National de l'Information Géo-Spatiale (CNIGS), 2008, http://www.haitidata.org/
Description: Landcover created by CNIGS in 2008 (from cartographic maps and SPOT image, 1998), re-coded to GlobCover 2009 categories to be consistent with current WorldPop datasets
Class: raster
Derived Covariates:
prp011, cls011, dst011, prp040, cls040, dst040, prp130, cls130, dst130, prp140, cls140, dst140, prp150, cls150, dst150, prp160, cls160, dst160, prp190, cls190, dst190, prp200, cls200, dst200, prp210, cls210, dst210, prp230, cls230, dst230, prp240, cls240, dst240, prp250, cls250, dst250, prpBLT, clsBLT, dstBLT,
class : RasterBrick
dimensions : 2300, 3004, 6909200, 1 (nrow, ncol, ncell, nlayers)
resolution : 100, 100 (x, y)
extent : 554877, 855277, 1993009, 2223009 (xmin, xmax, ymin, ymax)
coord. ref. : +proj=utm +zone=18 +datum=WGS84 +units=m +no_defs +ellps=WGS84 +towgs84=0,0,0
data source : C:\WorldPop\RFmap\data\HTI\Landcover\Derived\landcover.tif
names : landcover
min values : 11
max values : 240
Folder: NPP
File Name: DEFAULT: MODIS 17A3 2010
Source: United States Geological Survey (USGS)
Description: MODIS 17A3 version-55 derived estimates of net primary productivity for the year 2010, estimated for 1km pixel sizes and subset and resampled to match the available land cover and final population map output requirements.
Class: raster
Derived Covariates:
,
class : RasterBrick
dimensions : 2300, 3004, 6909200, 1 (nrow, ncol, ncell, nlayers)
resolution : 100, 100 (x, y)
extent : 554877, 855277, 1993009, 2223009 (xmin, xmax, ymin, ymax)
coord. ref. : +proj=utm +zone=18 +datum=WGS84 +units=m +no_defs +ellps=WGS84 +towgs84=0,0,0
data source : C:\WorldPop\RFmap\data\HTI\NPP\Derived\npp.tif
names : npp
min values : 0
max values : 17137
Folder: Lights
File Name: DEFAULT: VIIRS 2012
Source: http://ngdc.noaa.gov/eog/viirs/download_viirs_ntl.html
Description: These 'Lights at Night' data were derived from imagery collected by the Suomi National Polar-orbiting Partnership (NPP) Visible Infrared Imaging Radiometer Suite (VIIRS) sensor. Data were collected in 2012 on moonless nights and though background noise associated with fires, gas-flares, volcanoes or aurora have not been removed it represents the best-available data for night-time light production.
Class: raster
Derived Covariates:
,
class : RasterBrick
dimensions : 2301, 3005, 6914505, 1 (nrow, ncol, ncell, nlayers)
resolution : 100, 100 (x, y)
extent : 554777, 855277, 1993009, 2223109 (xmin, xmax, ymin, ymax)
coord. ref. : +proj=utm +zone=18 +datum=WGS84 +units=m +no_defs +ellps=WGS84 +towgs84=0,0,0
data source : C:\WorldPop\RFmap\data\HTI\Lights\Derived\lights.tif
names : lights
min values : -0.26
max values : 38
Folder: Temp
File Name: DEFAULT: BIO1
Source: http://www.worldclim.org/current
Description: WorldClim/BioClim 1950-2000 mean annual precipitation (BIO12) and mean annual temperature (BIO1) estimates (Hijmans et al., 2005) were downloaded, mosaicked and subset to match the extent of our land cover data for the mapping of this region.
Class: raster
Derived Covariates:
,
class : RasterBrick
dimensions : 2301, 3005, 6914505, 1 (nrow, ncol, ncell, nlayers)
resolution : 100, 100 (x, y)
extent : 554777, 855277, 1993009, 2223109 (xmin, xmax, ymin, ymax)
coord. ref. : +proj=utm +zone=18 +datum=WGS84 +units=m +no_defs +ellps=WGS84 +towgs84=0,0,0
data source : C:\WorldPop\RFmap\data\HTI\Temp\Derived\temp.tif
names : temp
min values : 100
max values : 280
Folder: Precip
File Name: DEFAULT: BIO12
Source: http://www.worldclim.org/current
Description: WorldClim/BioClim 1950-2000 mean annual precipitation (BIO12) and mean annual temperature (BIO1) estimates (Hijmans et al., 2005) were downloaded, mosaicked and subset to match the extent of our land cover data for the mapping of this region.
Class: raster
Derived Covariates:
,
class : RasterBrick
dimensions : 2301, 3005, 6914505, 1 (nrow, ncol, ncell, nlayers)
resolution : 100, 100 (x, y)
extent : 554777, 855277, 1993009, 2223109 (xmin, xmax, ymin, ymax)
coord. ref. : +proj=utm +zone=18 +datum=WGS84 +units=m +no_defs +ellps=WGS84 +towgs84=0,0,0
data source : C:\WorldPop\RFmap\data\HTI\Precip\Derived\precip.tif
names : precip
min values : 501
max values : 3164
Folder: Roads
File Name: OSM_other_roads.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: linear
Derived Covariates:
prp, cls, dst,
class : SpatialLinesDataFrame
features : 42103
extent : 554947, 849727, 1993080, 2222573 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 7
Folder: Rivers
File Name: OSM_hti_dom_watcrsl_rvr_osm.shp
Source: Open Street Map (OSM), Downloaded 2014-04-08, https://cod.humanitarianresponse.info/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the https://cod.humanitarianresponse.info/ website, extracted from the Common/Fundamental Operational Datasets (COD-FOD) registry.
Class: linear
Derived Covariates:
prp, cls, dst,
class : SpatialLinesDataFrame
features : 7773
extent : 556518, 856345, 1993304, 2222516 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Populated
File Name: hti_pplp_cnigs.shp
Source: Common Operational Datasets (CODs)/Fundamental Operational Datasets (FODs), Downloaded 2014-04-08, https://cod.humanitarianresponse.info/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the https://cod.humanitarianresponse.info/ website, extracted from the Common/Fundamental Operational Datasets (COD-FOD) registry.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 10174
extent : 554250, 854277, 1993408, 2222597 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 14
Folder: Waterbodies
File Name: DEFAULT: hydro/watrcrsl
Source: National Geospatial-Intelligence Agency (NGA), http://geoengine.nga.mil/geospatial/SW_TOOLS/NIMAMUSE/webinter/rast_roam.html
Description: The VMAP0 data area downloaded as separate files, grouped roughly by continent, and merged into individual shapefiles for subsetting and further processing for population mapping efforts. These data were obtained directly from the original VMAP0 data sources provided by the NGA and pre-processed using Military Analyst in ArcGIS 10.0.
Class: polygon
Derived Covariates:
cls, dst, prp,
class : SpatialPolygonsDataFrame
features : 26
extent : 621581, 849526, 2024500, 2204439 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 10
Folder: Protected
File Name: DEFAULT: WDPAfgdb_Sept2012.gdb
Source: World Database on Protected Areas, Downloaded September, 2012, UNEP, http://www.wdpa.org, http://protectedplanet.net
Description: These data are compiled by UNEP and distributed via the Protected Planet website. All protected areas were downloaded regardless of International Union for Conservation of Nature (IUCN) or any other designation, so they include sanctuaries, national parks, game reserves, World Heritage Sites, etc.
Class: polygon
Derived Covariates:
cls, dst, prp,
class : SpatialPolygonsDataFrame
features : 13
extent : 818821, 865241, 1991237, 2192243 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 26
Folder: Urban
File Name: DEFAULT: schneider-urban.shp
Source: Schneider, et al., United Nations
Description: These data were constructed from MODIS-derived imagery and provided to WorldPop researchers by Schneider, et al. as part of a global urban extents datasets.
Class: polygon
Derived Covariates:
cls, dst, prp,
class : SpatialPolygonsDataFrame
features : 117
extent : 558296, 856500, 1995571, 2207042 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 2
Folder: Elevation
File Name: DEFAULT: Void-Filled DEM.gdb
Source: HydroSHEDS Void-Filled DEM (Lehnert, et al., 2006), http://hydrosheds.cr.usgs.gov/dataavail.php
Description: The HydroSHEDS data are the result of an effort to provide a globally consistent dataset consisting of NASA's Shuttle Radar Topography Mission (SRTM) data and have been processed, void-filled and corrected for use at large scales.
Class: raster
Derived Covariates:
, slope,
class : RasterBrick
dimensions : 2301, 3005, 6914505, 1 (nrow, ncol, ncell, nlayers)
resolution : 100, 100 (x, y)
extent : 554777, 855277, 1993009, 2223109 (xmin, xmax, ymin, ymax)
coord. ref. : +proj=utm +zone=18 +datum=WGS84 +units=m +no_defs +ellps=WGS84 +towgs84=0,0,0
data source : C:\WorldPop\RFmap\data\HTI\Elevation\Derived\elevation.tif
names : elevation
min values : -45
max values : 2651
Folder: Buildings
File Name: OSM_buildings_RepGeom_Clip.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: polygon
Derived Covariates:
prp, cls, dst,
class : SpatialPolygonsDataFrame
features : 223699
extent : 555750, 847501, 1993097, 2221570 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 3
Folder: Points
File Name: OSM_other_points.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 11514
extent : 557796, 844906, 1996646, 2218829 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Uses
File Name: OSM_other_landuse.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: polygon
Derived Covariates:
prp, cls, dst,
class : SpatialPolygonsDataFrame
features : 2284
extent : 557411, 843923, 1993088, 2217626 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 3
Folder: Cities
File Name: OSM_city.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 17
extent : 593505, 843607, 2012147, 2206305 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Dwellings
File Name: OSM_isolated_dwelling.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 33
extent : 748385, 833272, 2114596, 2183318 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: GHSL
File Name: HTI_DistTo_GHSL_WGS84_INT.tif
Source: Global Human Settlement Layer (GHSL), European Commision Joint Research Centre, 2016, http://ghslsys.jrc.ec.europa.eu/
Description: These data were provided by the European Commission Joint Research Centre
Class: raster
Derived Covariates:
,
class : RasterBrick
dimensions : 2301, 3005, 6914505, 1 (nrow, ncol, ncell, nlayers)
resolution : 100, 100 (x, y)
extent : 554777, 855277, 1993009, 2223109 (xmin, xmax, ymin, ymax)
coord. ref. : +proj=utm +zone=18 +datum=WGS84 +units=m +no_defs +ellps=WGS84 +towgs84=0,0,0
data source : C:\WorldPop\RFmap\data\HTI\GHSL\Derived\ghsl.tif
names : ghsl
min values : -967
max values : 125236
Folder: Hamlets
File Name: OSM_hamlet.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 1492
extent : 556080, 844206, 2008295, 2222335 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Health
File Name: HHS_MedicalFacilities_2010.shp
Source: World Health Organization (WHO), Downloaded 2014-04-08, https://cod.humanitarianresponse.info/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the https://cod.humanitarianresponse.info/ website, extracted from the Common/Fundamental Operational Datasets (COD-FOD) registry.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 1267
extent : 557631, 847255, 1997205, 2220352 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 28
Folder: Hospitals
File Name: OSM_clinic_cro_ctc_hospital_utc.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 1462
extent : 557632, 847255, 1996617, 2217958 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Industrial
File Name: OSM_industrial.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: polygon
Derived Covariates:
prp, cls, dst,
class : SpatialPolygonsDataFrame
features : 185
extent : 626793, 844339, 2012891, 2187548 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 3
Folder: Localities
File Name: OSM_locality.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 396
extent : 585387, 843182, 2010005, 2219795 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Neighborhoods
File Name: OSM_neighborhood.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 99
extent : 618896, 839928, 2024487, 2188575 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Offrivers
File Name: hti_rvrl_cnigs.shp
Source: Centre National de l'Information Géo-Spatiale (CNIGS), Downloaded 2014-04-08, https://cod.humanitarianresponse.info/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the https://cod.humanitarianresponse.info/ website, extracted from the Common/Fundamental Operational Datasets (COD-FOD) registry.
Class: linear
Derived Covariates:
prp, cls, dst,
class : SpatialLinesDataFrame
features : 1019
extent : 556538, 852537, 1993307, 2219217 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 2
Folder: Police
File Name: OSM_police.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 142
extent : 578309, 845112, 1999017, 2201359 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Primroads
File Name: OSM_primary_roads.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: linear
Derived Covariates:
prp, cls, dst,
class : SpatialLinesDataFrame
features : 609
extent : 593593, 844944, 2013521, 2206287 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 7
Folder: Residential
File Name: OSM_residential.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: polygon
Derived Covariates:
prp, cls, dst,
class : SpatialPolygonsDataFrame
features : 5983
extent : 556160, 847594, 1993257, 2214092 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 3
Folder: Rroads
File Name: OSM_residential_roads.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: linear
Derived Covariates:
prp, cls, dst,
class : SpatialLinesDataFrame
features : 14115
extent : 556541, 847399, 1997536, 2207713 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 7
Folder: Schools
File Name: OSM_school.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 3806
extent : 557720, 854884, 1997351, 2207014 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Secroads
File Name: OSM_secondary_roads.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: linear
Derived Covariates:
prp, cls, dst,
class : SpatialLinesDataFrame
features : 947
extent : 556503, 855233, 1997427, 2207492 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 7
Folder: Servroads
File Name: OSM_service_roads.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: linear
Derived Covariates:
prp, cls, dst,
class : SpatialLinesDataFrame
features : 7066
extent : 567125, 845176, 1998579, 2207286 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 7
Folder: Suburbs
File Name: OSM_suburb.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 144
extent : 725562, 818619, 2016510, 2207175 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Towns
File Name: OSM_town.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 91
extent : 557858, 846243, 1997831, 2216653 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Tertroads
File Name: OSM_tertiary_roads.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: linear
Derived Covariates:
prp, cls, dst,
class : SpatialLinesDataFrame
features : 993
extent : 557828, 843558, 2008335, 2206286 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 7
Folder: Villages
File Name: OSM_village.shp
Source: Open Street Map (OSM), Downloaded 2014-04-07, http://extract.bbbike.org/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the http://extract.bbbike.org website, extracted from the Open Street Map (OSM) database.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 1199
extent : 556633, 843759, 1998101, 2221902 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 4
Folder: Nutrition
File Name: GNC_NutritionCenters.shp
Source: Global Nutrition Cluster (GNC), Downloaded 2014-04-08,https://cod.humanitarianresponse.info/
Description: These data were downloaded as part of a per-country package of data layers made availalble as shapefiles through the https://cod.humanitarianresponse.info/ website, extracted from the Common/Fundamental Operational Datasets (COD-FOD) registry.
Class: point
Derived Covariates:
prp, cls, dst,
class : SpatialPointsDataFrame
features : 267
extent : 558723, 843453, 1997196, 2176771 (xmin, xmax, ymin, ymax)
coord. ref. : NA
variables : 2
Folder: Demobase
File Name: pop_estimates_int.tif
Source: United States Census Bureau, 2010, http://www.census.gov/
Description: This 100-meter gridded population map was developed by the US Census Bureau, using built-up area density derived from interpretation of high- and medium-resolution satellite imagery and data from the 2003 Haiti Census, and made available through the US Census Bureau website at http://www.census.gov/population/international/data/mapping/demobase.html
Class: raster
Derived Covariates:
,
class : RasterBrick
dimensions : 2301, 3005, 6914505, 1 (nrow, ncol, ncell, nlayers)
resolution : 100, 100 (x, y)
extent : 554777, 855277, 1993009, 2223109 (xmin, xmax, ymin, ymax)
coord. ref. : +proj=utm +zone=18 +datum=WGS84 +units=m +no_defs +ellps=WGS84 +towgs84=0,0,0
data source : C:\WorldPop\RFmap\data\HTI\Demobase\Derived\demobase.tif
names : demobase
min values : 0
max values : 5248
