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Bias-Corrected and raw CORDEX-AFRICA daily precipitation for Burkina Faso - NOAA-GFDL-GFDL-ESM2M_rcp45_r1i1p1_SMHI-RCA4_v1 - RCP 4.5 (20060101-21001231)

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Description: 

Bias-corrected data set of daily precipitation for a study region in Burkina Faso and parts of Ghana, Togo and Benin.

The precipitation simulations of the CORDEX Africa ensemble have been bias-corrected with a geostatistically based Quantile-Mapping with dry day correction.

The distribution parameters probability of rainfall and mean precipitation on wet days were Kriged to the ungauged locations from the observed parameters of point measurements (172 stations in total) for nine season (dry season NDJF and remaining eight months individually).

Observed precipitation was modelled with the exponential distribution, RCM precipitation was modeled with a Kernel Density Estimation of the CDF.

Future scenarios were bias-corrected with the Double-Quantile-Mapping approach presented in http://onlinelibrary.wiley.com/doi/10.1029/2010WR009689
/abstract

All models were stretched to the Gregorian calendar (original CORDEX-RCMs are available as 360d/a, 365d/a and 365.25d/a) to facilitate running impact models.

  • Historical period: 1950-2005 (exception: SMHI-models start 1951) - calibration period

  • Future period: 2006-2100 (exception: models driven by HadGEM2 end 2099) - validation period

  • Temporal resolution: daily

  • Spatial resolution: 0.44°

This is a test version - please inform me about any potential problems you may have with the data via manuel.lorenz@geo.uni-augsburg.de

Data and Resources

FieldValue
Groups
Modified
2024-05-31
Release Date
2018-10-25
Identifier
36da5035-f8f0-402d-b549-4ed10350d183
Spatial / Geographical Coverage Area
POLYGON ((-2.669677734375 9.8457447686806, -2.669677734375 11.809555430638, 2.493896484375 11.809555430638, 2.493896484375 9.8457447686806))
Covered Regions/Countries
Temporal Coverage
Thursday, June 25, 2020 - 15:20
Data Rights and Credits
Data Rights
Author
Manuel Lorenz
Public Access Level
Public
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