DOI: 10.5281/zenodo.3756178
title: Data Supplement: U.S. state-level projections of the spatial distribution of population consistent with Shared Socioeconomic Pathways.

description: These data are to supplement the following in-press publication: Zoraghein, H., and O'Neill B. (2020). U.S. state-level projections of the spatial distribution of population consistent with Shared Socioeconomic Pathways. Sustainability. The data herein were generated using the `population_gravity` model which can be found here: https://github.com/IMMM-SFA/population_gravity CONTENTS: <strong>zoraghein-oneill_population_gravity_inputs_outputs.zip</strong> contains a directory for each U.S. state for inputs and outputs <strong>inputs</strong> contain the following: <strong>&lt;state-name&gt;_&lt;urban or rural&gt;_&lt;yr&gt;_1km.tif: </strong> Urban and Rural population GeoTIF rasters at a 1km resolution value per grid cell: number of humans (float) crs: EPSG:102003 - USA_Contiguous_Albers_Equal_Area_Conic - Projected nodata value: -3.40282e+38 <strong>&lt;state-name&gt;_mask_short_term.tif: </strong> Mask GeoTIF rasters at a 1km resolution that contain values from 0.0 to 1.0 for each 1 km grid cell to help calculate suitability depending on topographic and land use and land cover characteristics value per grid cell: values from 0.0 to 1.0 (float) that are generated from topographic and land use and land cover characteristics to inform suitability as outlined in the companion publication crs: EPSG:102003 - USA_Contiguous_Albers_Equal_Area_Conic - Projected nodata value: -3.40282e+38 <strong>&lt;state-name&gt;_&lt;ssp&gt;_popproj.csv: </strong> Population projection CSV files for urban, rural, and total population (number of humans; float) for SSPs 2, 3, and 5 for years 2010-2100 <strong>&lt;state-name&gt;_coordinates.csv: </strong>CSV file containing the coordinates for each 1 km grid cell within the target state. File includes a header with the fields XCoord, YCoord, FID.,Where data types and field descriptions are as follows: (XCoord, float, X coordinate in meters),(YCoord, float, Y coordinate in meters),(FID, int, Unique feature id) <strong>&lt;state-name&gt;_within_indices.txt: </strong>text file containing a file structured as a Python list (e.g. [0, 1]) that contains the index of each grid cell when flattened from a 2D array to a 1D array for the target state. <strong>&lt;state-name&gt;_&lt;ssp&gt;_params.csv: </strong>CSV file containing the calibration parameters (alpha_rural, beta_rural, alpha_urban, beta_urban; float) for the `population_gravity` model for each year from 2010-2100 in 10-year time-steps as described in the companion publication <strong>outputs</strong> contain the following: <strong>jones_oneill</strong> directory; these are the comparison datasets used to build Figures 7 and 8 in the companion publication contains three directories: SSP2, SSP3, and SSP5 that each contain a GeoTIF representing total population (number of humans; float) at 1km resolution for years 2050 and 2100. <strong>&lt;state-name&gt;_1km_&lt;ssp&gt;_total_&lt;year&gt;_jones_oneill.tif:</strong> value per grid cell: number of humans (float) crs: EPSG:102003 - USA_Contiguous_Albers_Equal_Area_Conic - Projected nodata value: -3.40282e+38 <strong>model</strong> directory; these are the model outputs from `population_gravity` for SSP2, SSP3, and SSP5 that each contain a GeoTIF representing urban, rural, and total population (number of humans; float) at 1km resolution for years 2020-2100 in 10-year time-steps. <strong>&lt;state-name&gt;_1km_&lt;ssp&gt;_&lt;urban, rural, or total&gt;_&lt;year&gt;_jones_oneill.tif:</strong> value per grid cell: number of humans (float) crs: EPSG:102003 - USA_Contiguous_Albers_Equal_Area_Conic - Projected nodata value: -3.40282e+38 <strong>zoraghein-oneill_population_gravity_national-ssp-maps.zip</strong> Results of the `population_gravity` model mosaicked to the National scale at a 1km resolution and the comparison Jones and O'Neill research. These are used to generate Figure 6 of the companion paper <strong>National_1km_&lt;ssp&gt;_&lt;urban, rural, or total&gt;_&lt;year&gt;_jones_oneill.tif:</strong> value per grid cell: number of humans (float) crs: EPSG:102003 - USA_Contiguous_Albers_Equal_Area_Conic - Projected nodata value: -3.40282e+38 <strong>National_1km_&lt;ssp&gt;_&lt;urban, rural, or total&gt;_&lt;year&gt;.tif:</strong> value per grid cell: number of humans (float) crs: EPSG:102003 - USA_Contiguous_Albers_Equal_Area_Conic - Projected nodata value: -3.40282e+38