Published June 1, 2022 | Version v1
Dataset Open

Bias-Corrected and Interpolated 20th Century Reanalysis Version 2c (20CRV2c) dataset for Australia

  • 1. ROR icon Government of the Northern Territory
  • 2. ROR icon Federation University
  • 3. ROR icon University of Melbourne

Description

This bias-corrected century dataset contains daily maximum temperature, rainfall, relative humidity, and wind speed data at a spatial resolution of 0.05 degrees by 0.05 degrees, conveniently packaged into yearly files from 1851 to 2014. Further details about the dataset are listed as follows:

  1. Spatial Resolution: 0.05° X 0.05°
  2. Temporal Resolution: Daily  
  3. Date Range: 1st January 1851 to 31st December 2014
  4. Source Data: 20th Century Version 2c
  5. Ensembles used: 5, 7, 15, 17, 19, 20, 23, 24, 34, 37, 38, 43, 55  
  6. Source Data which was considered ground truth for the bias correction:
    • Australian Water Availability Project (AWAP) gridded dataset for temperature, rainfall and relative humidity
    • NCEP-NCAR Renalysis for Wind Speed
  7. Bias Correction method used: Quantile-Quantile (QQ) matching using Monotone Piecewise Hermite Cubic Spline
  8. Interpolation technique used to resample 20CRv2c: Biliniear
  9. Fill Value: -9999
  10. Areas masked with fill value:
    • Ocean region outside Australia
    • Outlier values below the lower limit
    • Outlier values above the upper limit 
  11. Datatype: float32

 

Variable Unit Lower Limit Upper Limit Filename
Temperature C -50 C 100 C tmax_{year}.nc
Rainfall mm 0 mm 1000 mm prate_{year}.nc
Relative Humidity  % 0 % 100 % rh_{year}.nc
Wind Speed  km/hr 0 km/hr 500 km/hr ws_{year}.nc

 

Biswas S, Chand SS, Dowdy AJ, Wright W, Foale C, Zhao X, Deo A (2022) Statistical Calibration of Long-Term Reanalysis Data for Australian Fire Weather Conditions. Journal of Applied Meteorology and Climatology 61:729-758. https://doi.org/10.1175/jamc-d-21-0034.1.

 

Files

checksums_prate_netcdf_sha256.txt

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Additional details

Related works

Is described by
Journal article: 10.1175/JAMC-D-21-0034.1 (DOI)
Is published in
Journal article: 10.1007/s44274-025-00215-9 (DOI)

Software

Development Status
Active