DOI: 10.5281/zenodo.4646839
title: Data package for nismod/snail tutorials v0.1

description: This data package contains extracts from open datasets to support<br> the tutorials available at https://github.com/nismod/snail/ This version of the data goes with v0.1 of the tutorials: https://github.com/nismod/snail/releases/tag/v0.1 <br> <strong>WRI Aqueduct Flood Hazard Maps</strong> `flood_layer` contains data extracted and derived from the Aqueduct<br> Flood Hazard Maps (version 2, updated October 20, 2020). See https://www.wri.org/resources/data-sets/aqueduct-floods-hazard-maps These data are shared under the CC-BY Creative Commons Attribution<br> License 4.0 - https://creativecommons.org/licenses/by/4.0/ Citation: Ward, P.J., H.C. Winsemius, S. Kuzma,<br> M.F.P. Bierkens, A. Bouwman, H. de Moel, A. Díaz Loaiza, et<br> al. 2020. “Aqueduct Floods Methodology.” Technical Note.<br> Washington, D.C.: World Resources Institute. Available online at:<br> www.wri.org/publication/aqueduct-floods-methodology. <br> <strong>Ghana - Subnational Administrative Boundaries</strong> `gha_admbnda_gss_20210308_shp` contains data from Ghana Statistical<br> Services (GSS) contributed to Humanitarian Data Exchange by the OCHA<br> Regional Office for West and Central Africa, updated 11 March 2021. See https://data.humdata.org/m/dataset/ghana-administrative-boundaries These data are shared under the Creative Commons Attribution for<br> Intergovernmental Organisations (CC BY-IGO) - https://creativecommons.org/licenses/by/3.0/igo/ <br> <strong>Ghana OpenStreetMap Extract</strong> `ghana-latest-free.shp` contains data extracted from OpenStreetMap<br> and downloaded from GeoFabrik. The files in this archive have been created from OpenStreetMap data<br> and are licensed under the Open Database 1.0 License. See<br> www.openstreetmap.org for details about the project. This file contains OpenStreetMap data as of 2021-03-22T21:21:57Z. More recent updates will be made available daily here: http://download.geofabrik.de/africa/ghana-latest-free.shp.zip A documentation of the layers in this shape file is available here: http://download.geofabrik.de/osm-data-in-gis-formats-free.pdf <br> <strong>Ghana Road Network</strong> `GHA_OSM_roads.gpkg` contains data derived from the OpenStreetMap<br> extract above, and can be reproduced by running through nismod/snail<br> tutorial 01. These data are shared under the same Open Database 1.0 License. See<br> www.openstreetmap.org for details about the project. <br> <strong>Natural Earth Country Boundaries</strong> `ne_10m_admin_0_countries` contains Natural Earth 1:10m Cultural Vectors,<br> Admin ) - Countries version 4.1.0 See https://www.naturalearthdata.com/downloads/10m-cultural-vectors/10m-admin-0-countries/ These data are declared to be in the public domain, and may be shared<br> and modified without restriction - https://www.naturalearthdata.com/about/terms-of-use/ <br> <strong>QGIS project</strong> `overview.qgz` is a QGIS project intended to help preview and explore<br> the data in this package. It is shared under the CC-BY Creative Commons Attribution<br> License 4.0 - https://creativecommons.org/licenses/by/4.0/ Please cite it as part of this data package, by Tom Russell (2021). <br> <strong>Results</strong> `results` contains the results of analysis that can be reproduced<br> by running through all the nismod/snail tutorials. These are derived from all the data above, shared under the<br> combined terms of Open Database 1.0 License and CC-BY licenses as<br> applicable to derived, extracted and modified data.