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Published November 27, 2024 | Version 1.1.1
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Data for the paper « An all-Africa dataset of energy model "supply regions" for solar PV and wind power »

  • 1. International Renewable Energy Agency

Description

This dataset contains data provided alongside the paper "An all-Africa dataset of energy model “supply regions” for solar PV and wind power". 

It concerns a novel representative subset of attractive sites for solar PV and onshore wind power for the entire African continent. We refer to these sites as “Model Supply Regions” (MSRs). This MSR dataset was created from an in-depth analysis of various existing datasets on resource potential, grid infrastructure, land use, topography and others (see Methods), and achieves hourly temporal resolution and kilometre-scale spatial resolution. This dataset fills an important research need by closing the gap between comprehensive datasets on African VRE potential (such as the Global Solar Atlas and Global Wind Atlas) on the one hand, and the input needed to run cost-optimisation models on the other. It also allows a detailed analysis of the trade-offs involved in exploiting excellent, but far-from-grid resources as compared to mediocre but more accessible resources, which is a crucial component of power systems planning to be elaborated for many African countries.

Five separate datasets are included:

(1) 20220412_country_maps.rar: Country-level visualisations (in the form of maps) of the screened MSRs. We screened the dataset according to the criterion that the total area of screened MSRs should not exceed 5% of an individual country’s surface area. See also (3).

(2) 20220412_excel_files.rar: Excel files containing the screened MSRs suggested for model inclusion alongside various metadata. See also (4).

(3) 20220705_clusters_maps.zip: Same as (1), but showing the clusters (formed from individual MSRs) described in the publication. We use an example of clustering down to 10, 5 or 2 clusters per country, depending on country size. The archive also contains Excel files summarising the clusters, including model-ready hourly profiles.

(4) 20220822_excel_files_prescreen.rar: Same as (2), but containing all identified MSRs prior to screening.

(5) 20241127_shapefiles.zip: Shapefiles containing the screened MSRs in GIS format, including the cluster IDs described under (3).

Files

20220705_clusters_maps.zip

Files (2.5 GB)

Name Size Download all
md5:09c41d0f4b844c97bdf02b465df8bcac
733.4 MB Download
md5:4b86703118ffb4341438a15ee91d2c55
855.9 MB Download
md5:516203b8524c3ebd95174fb5a72e710c
789.8 MB Preview Download
md5:3efa63404c9bdb7c6faad3da9fc9beae
51.2 MB Download
md5:26505ceedb43706eacadccef78fd116b
22.2 MB Preview Download

Additional details

Related works

Is variant form of
Dataset: 10.5281/zenodo.7014915 (DOI)

Software

Repository URL
https://github.com/SPLATteam/Model-Supply-Regions-MSR-Toolset
Programming language
Python
Development Status
Active