Dataset
High resolution Standardized Precipitation Evapotranspiration Index (SPEI) dataset for Africa
Abstract
This dataset consists of high spatial resolution Standardized Precipitation-Evapotranspiration Index (SPEI) drought dataset over the whole Africa at different time scales from 1 month to 48 months. It is calculated based on precipitation estimates from the satellite-based Climate Hazards group InfraRed Precipitation with Station data (CHIRPS) and potential evaporation estimates by the Global Land Evaporation Amsterdam Model (GLEAM).
The SPEI dataset covers the whole of the African continent for a 36-year-long period (1981–2016) at a horizontal resolution of 5 km (0.05 deg) and a monthly time resolution. The dataset is provided in NetCDF format with in a Geographic Lat/Lon projection. Due to the lower reliability of SPEI over areas with low hydro-climatic variability, the areas with barren or sparsely vegetated areas in Africa were masked out based on data from the Moderate Resolution Imaging Spectroradiometer (MODIS) land surface type product (MCD12Q1).
Details
| Previous Info: |
No news update for this record
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| Previously used record identifiers: |
No related previous identifiers.
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| Access rules: |
Access to these data is available to any registered CEDA user. Please Login or Register for a CEDA account to gain access.
Use of these data is covered by the following licence(s): http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/ When using these data you must cite them correctly using the citation given on the CEDA Data Catalogue record. |
| Data lineage: |
The dataset was produced based on UK Space Agency's International Partnership Programme (417000001429) and delivered for archiving at the Centre for Environmental Data Analysis (CEDA). |
| Data Quality: |
Data are as given by the data provider, no quality control has been performed by the Centre for Environmental Data Analysis (CEDA)
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| File Format: |
Data are netCDF formatted.
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Citations: 1
The following citations have been automatically harvested from external sources associated with this resource where DOI tracking is possible. As such some citations may be missing from this list whilst others may not be accurate. Please contact the helpdesk to raise any issues to help refine these citation trackings.
| Peng, J., Dadson, S., Hirpa, F., Dyer, E., Lees, T., Miralles, D.G., Vicente-Serrano, S.M. & Funk, C. (2020) A pan-African high-resolution drought index dataset. Earth System Science Data 12, 753–769. https://doi.org/10.5194/essd-12-753-2020 https://doi.org/10.5194/essd-12-753-2020 |
Process overview
| Title | Standardized Precipitation Evapotranspiration Index (SPEI) |
| Abstract | The Standardized Precipitation Evapotranspiration Index (SPEI) is an extension of the widely used Standardized Precipitation Index (SPI). |
| Input Description | None |
| Output Description | None |
| Software Reference | None |
- long_name: Standardized Precipitation Evapotranspiration Index
- units: z value
- var_id: spei
Co-ordinate Variables
- units: degrees_north
- standard_name: latitude
- var_id: lat
- units: degrees_east
- standard_name: longitude
- var_id: lon
- standard_name: time
- var_id: time
Temporal Range
1981-01-01T00:00:00
2016-12-01T00:00:00
Geographic Extent
47.9750° |
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-27.9750° |
75.9750° |
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-41.9750° |