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Error doing bias correction for CMIP6 tasmax

Open Vik-1 opened this issue 2 years ago • 1 comments

#********************************************************************************************

load observed "tasmax" data

obs.tx <- loadGridData(dataset = "tasmax_1995.2014_K.nc",

  •                    var = 'tasmax', lonLim = c(20.25,94.75), latLim = c(10.25,39.75),
    
  •                    season = 1:12, years = 1995:2014)
    

[2022-07-12 08:28:03] Defining geo-location parameters [2022-07-12 08:28:03] Defining time selection parameters [2022-07-12 08:28:03] Retrieving data subset ... [2022-07-12 08:28:07] Done

h.tx <- loadGridData(dataset = "tasmax_day_ACCESS-ESM1-5_historical.r1i1p1f1.gn.1995-2014.nc",

  •                       var = 'tasmax', lonLim = c(20.25,94.75), latLim = c(10.25,39.75),
    
  •                       season  = 1:12, years = 1995:2014)
    

[2022-07-12 08:28:07] Defining geo-location parameters [2022-07-12 08:28:07] Defining time selection parameters [2022-07-12 08:28:07] Retrieving data subset ... [2022-07-12 08:28:10] Done

BCC.temp.eqm <- biasCorrection(y = obs.tx, x = h.tx,

  •                            newdata = h.tx,
    
  •                            method = "eqm",
    
  •                            extrapolation = "constant",
    
  •                            wet.threshold = 0.1)
    

[2022-07-12 08:28:10] Trying to determine the time zone... [2022-07-12 08:28:10] Time zone identified and set to GMT See 'setGridDates.asPOSIXlt' to change the time zone [2022-07-12 08:28:13] Already complete date record. Nothing was done [2022-07-12 08:28:14] Trying to determine the time zone... [2022-07-12 08:28:14] Time zone identified and set to GMT See 'setGridDates.asPOSIXlt' to change the time zone [2022-07-12 08:28:16] Already complete date record. Nothing was done [2022-07-12 08:28:17] Trying to determine the time zone... [2022-07-12 08:28:17] Time zone identified and set to GMT See 'setGridDates.asPOSIXlt' to change the time zone [2022-07-12 08:28:19] Already complete date record. Nothing was done [2022-07-12 08:28:27] Argument precipitation is set as FALSE, please ensure that this matches your data. [2022-07-12 08:28:33] Number of windows considered: 1... [2022-07-12 08:28:34] Bias-correcting 1 members separately... Error in if (class(mat) == "numeric") mat <- as.matrix(mat) : the condition has length > 1

How can I solve this problem? the unit for the tasmax datasets is K

Vik-1 avatar Jul 12 '22 00:07 Vik-1

a workaround is to reshape the 3-D arrays to 2-D (time,lat*lon) and then perform bias correction.

durutti avatar Sep 23 '22 19:09 durutti