From 7bb7485a20918aaa4e9f8a6bd1c5725779a7e62a Mon Sep 17 00:00:00 2001
From: "Franssen, Wietse" <wietse.franssen@wur.nl>
Date: Tue, 9 Feb 2016 02:03:25 +0100
Subject: [PATCH] added regrid and many other changes

---
 .gitignore                       |  1 +
 SCRIPTS/README.txt               | 11 ++++
 SCRIPTS/doBiascorrection.R       | 39 ++++++++-----
 SCRIPTS/doDownloadSeas15.R       | 10 ++--
 SCRIPTS/doDownloadWfdei.R        | 96 ++++++++++++++++++++++++++++++++
 SCRIPTS/doReformat.R             | 65 +++++++--------------
 SCRIPTS/doRegrid.R               | 68 ++++++++++++++++++++++
 SCRIPTS/jobScriptBiascorrection  |  2 +-
 SCRIPTS/jobScriptDownloadSeas15  |  2 +-
 SCRIPTS/jobScriptReformat        |  4 +-
 SCRIPTS/jobScriptRegrid          | 22 ++++++++
 SCRIPTS/submit_biascorrection.sh |  4 +-
 SCRIPTS/submit_reformat.sh       |  2 +-
 SCRIPTS/submit_regrid.sh         | 17 ++++++
 SCRIPTS/tryReformat.R            |  1 -
 15 files changed, 272 insertions(+), 72 deletions(-)
 create mode 100644 SCRIPTS/README.txt
 create mode 100644 SCRIPTS/doDownloadWfdei.R
 create mode 100644 SCRIPTS/doRegrid.R
 create mode 100644 SCRIPTS/jobScriptRegrid
 create mode 100755 SCRIPTS/submit_regrid.sh

diff --git a/.gitignore b/.gitignore
index 455eb6d..bcf2d22 100644
--- a/.gitignore
+++ b/.gitignore
@@ -17,3 +17,4 @@ testData
 *.log
 tmpScripts
 *.RData
+DATA/
\ No newline at end of file
diff --git a/SCRIPTS/README.txt b/SCRIPTS/README.txt
new file mode 100644
index 0000000..d17be7d
--- /dev/null
+++ b/SCRIPTS/README.txt
@@ -0,0 +1,11 @@
+# If using old data
+## Step 1
+reformat the old 0.75 degree data (seperate years, seperate members, combined leadmonths) to new data (combined years, combined members, seperate leadmonths)
+
+## Step 2
+regrid the 0.75 degree data into 0.50 degree data
+both datasets are: combined years, combined members, seperate leadmonths
+
+# If downloading new data
+## Step 1
+
diff --git a/SCRIPTS/doBiascorrection.R b/SCRIPTS/doBiascorrection.R
index 391d790..9022517 100644
--- a/SCRIPTS/doBiascorrection.R
+++ b/SCRIPTS/doBiascorrection.R
@@ -11,9 +11,12 @@ if (submitscript) {
   currMonths  <- c(X:X)
   leadMonths<-c(0:6)
   locName    <- 'X'
-  inPath<-"./testData/reFormatted_noBC"
-  outPath<-"./testData/reFormatted_BC"
   resolution<-"0.50"
+#  inPath<-"./testData/reFormatted_noBC"
+  obsPath<-sprintf("../DATA/wfdei_rev3.0/%sdeg/%s/", resolution, locName)
+  inPath<-sprintf("../DATA/System4_seasonal_15_rev2.0/%sdeg/%s_noBC", resolution, locName)
+  outPath<-sprintf("../DATA/System4_seasonal_15_rev2.0/%sdeg/%s_BC", resolution, locName)
+#  outPath<-"./testData/reFormatted_BC"
 } else {
   members    <-c(1:15)
   initYears <-c(1981:2010)
@@ -21,6 +24,7 @@ if (submitscript) {
   leadMonths<-c(0:6)
   #locName<-"GHA"
   locName<-"EU"
+  obsPath<-sprintf("../DATA/wfdei_rev3.0/%sdeg/%s/", resolution, locName)
   inPath<-"./testData/reFormatted_noBC"
   outPath<-"./testData/reFormatted_BC"
   resolution<-"0.50"
@@ -29,6 +33,7 @@ if (submitscript) {
 variables<-names(variableInfo)
 variables<-c( "rsds"   , "rlds" ,   "tasmin","tasmax", "huss" ,   "sfcWind","pr"    ,   "psl")
 variables<-c( "tasmin","tasmax", "huss" ,   "sfcWind","pr"    ,   "psl")
+variables<-c( "pr", "sfcWind", "rsds", "rlds", "huss", "tas", "tasmin", "tasmax")
 #variables<-c("tas")
 
 dir.create(outPath, recursive = TRUE, showWarnings = FALSE)
@@ -48,25 +53,31 @@ for (variableName in variables) {
       RData_noBC<-RData
       rm(RData)
       
-      obsFile <- sprintf("/home/WUR/frans004/L_BACKUP/PROJECTS/EUPORIAS/DATA_BIAS/DATA/DATA_RAW_R/%s_WFD/%s_wfdei_%4d-%4d_%02d.RData",
-                        locName, variableName,  
+#      obsFile <- sprintf("/home/WUR/frans004/L_BACKUP/PROJECTS/EUPORIAS/DATA_BIAS/DATA/DATA_RAW_R/%s_WFD/%s_wfdei_%4d-%4d_%02d.RData",
+#                        locName, variableName,  
+#                        initYears[1], initYears[length(initYears)],
+#                        currMonth)
+      obsFile <- sprintf("%s/%s_wfdei_%s_%4d-%4d_%02d.RData",
+                        obsPath, variableName, locName, 
                         initYears[1], initYears[length(initYears)],
                         currMonth)
       print(sprintf("Open: %s", obsFile))
       load(obsFile)
-      obs_new<-obs
-      newGrid<-getGrid(RData_noBC)
-      indexesLat<-c(which(obs$xyCoords$y==newGrid$y[1]):which(obs$xyCoords$y==newGrid$y[2]))
-      indexesLon<-c(which(obs$xyCoords$x==newGrid$x[1]):which(obs$xyCoords$x==newGrid$x[2]))
-      obs_new$xyCoords<-RData_noBC$xyCoords
-      obs_new$Data<-obs$Data[,indexesLat,indexesLon]
-      attr(obs_new$Data,"dimensions") <- c("time","lat","lon")
-      obs<-obs_new
-      rm(obs_new)
+
+      RData_obs<-RData
+      rm(RData)
+#      newGrid<-getGrid(RData_noBC)
+#      indexesLat<-c(which(RData$xyCoords$y==newGrid$y[1]):which(RData$xyCoords$y==newGrid$y[2]))
+#      indexesLon<-c(which(RData$xyCoords$x==newGrid$x[1]):which(RData$xyCoords$x==newGrid$x[2]))
+#      RData_new$xyCoords<-RData_noBC$xyCoords
+#      RData_new$Data<-RData$Data[,indexesLat,indexesLon]
+#      attr(RData_new$Data,"dimensions") <- c("time","lat","lon")
+#      RData<-RData_new
+#      rm(RData_new)
       
       
       print(sprintf("Bais correction..."))
-      RData <- biasCorrection (obs, RData_noBC, RData_noBC, method = "qqmap", multi.member = FALSE, pr.threshold = 0.1)# bias
+      RData <- biasCorrection (RData_obs, RData_noBC, RData_noBC, method = "qqmap", multi.member = FALSE, pr.threshold = 0.1)# bias
       
       oFile <- sprintf("%s/%s_forcing_seas15_%s_BC_E%02d-%02d_%4d-%4d_%02d_LM%d.RData",
                        outPath, variableName, locName, 
diff --git a/SCRIPTS/doDownloadSeas15.R b/SCRIPTS/doDownloadSeas15.R
index a74804d..640364d 100644
--- a/SCRIPTS/doDownloadSeas15.R
+++ b/SCRIPTS/doDownloadSeas15.R
@@ -17,11 +17,11 @@ if (submitscript) {
   targetMonths <- c(1:12)
 #  targetMonths <- c(1)
   targetYears  <- c(1981:2011)
-  targetYears  <- c(1981:1982)
+#  targetYears  <- c(1981:1982)
   leadMonths  <- c(X:X)
   locName    <- 'X'
 #  outPath<-"../DATA/System4_seasonal_15/0.75deg/EU_noBC"
-  outPath<-sprintf("../DATA/System4_seasonal_15/0.75deg/%s_noBC", locName)
+  outPath<-sprintf("../DATA/System4_seasonal_15_rev3.0/0.75deg/%s_noBC", locName)
 } else {
   members    <-c(1,2)
   targetMonths <-c(1:2)
@@ -35,9 +35,9 @@ if (submitscript) {
 }
 
 variables<-names(variableInfo)
-variables<-c("pr", "rsds", "rlds")
-variables<-c( "sfcWind", "psl" , "huss", "tas", "tasmin", "tasmax")
-variables<-c("tas", "rsds", "rlds", "pr")
+#variables<-c("pr", "rsds", "rlds")
+#variables<-c( "sfcWind", "psl" , "huss", "tas", "tasmin", "tasmax")
+#variables<-c("tas", "rsds", "rlds", "pr")
 
 dir.create(outPath, recursive = TRUE, showWarnings = FALSE)
 
diff --git a/SCRIPTS/doDownloadWfdei.R b/SCRIPTS/doDownloadWfdei.R
new file mode 100644
index 0000000..c6c9de7
--- /dev/null
+++ b/SCRIPTS/doDownloadWfdei.R
@@ -0,0 +1,96 @@
+rm(list=ls())
+library(fields) # e.g: using the fields library
+library(abind)
+library(ncdf4)
+library(ecomsUDG.Raccess)
+library(ecomsUDG.Raccess)
+source(file = "./functions/infoGeneral.R")
+source(file = "./functions/functionsGeneral.R")
+source(file = "./functions/functionR2Netcdf.R")
+
+loginECOMS_UDG(username = "wietsefranssen", password = "ECOMS")
+
+submitscript <- FALSE
+
+if (submitscript) {
+  targetMonths <- c(1:12)
+  targetYears  <- c(1981:2011)
+  locName    <- 'X'
+  resolution<-"0.50"
+  outPath<-sprintf("../DATA/wfdei_rev3.0/%sdeg/%s", resolution, locName)
+  
+} else {
+  targetMonths <-c(1:12)
+  targetYears  <-c(1981:2010)
+  # targetYears  <-c(1981:1982)
+  locName<-"GHA"
+  locName<-"EU"
+  resolution<-"0.75"
+  outPath<-sprintf("../DATA/wfdei_rev3.0/%sdeg/%s", resolution, locName)
+}
+
+variables<-names(variableInfo)
+variables<-c( "pr", "sfcWind", "rsds", "rlds", "huss", "tas", "tasmin", "tasmax")
+
+dir.create(outPath, recursive = TRUE, showWarnings = FALSE)
+
+for (variableName in variables) {
+  for (targetMonth in targetMonths) {
+    if ('ecomsName' %in% names(variableInfo[[variableName]])) {
+      variableNameECOMS<-variableInfo[[variableName]]$ecomsName
+    } else {
+      variableNameECOMS<-variableName
+    }
+
+    print(sprintf("targetMonth: %s, years: %d-%d",month.name[targetMonth], targetYears[1], targetYears[length(targetYears)]))
+    
+    oPrefix <- sprintf("%s/%s_wfdei_%s_%4d-%4d_%02d",
+                       outPath, variableName, locName, 
+                       targetYears[1], targetYears[length(targetYears)],
+                       targetMonth)
+    print(oPrefix)
+    
+    if (resolution == "0.50") {
+      lonLim = c(locationInfo$res0.50[[locName]]$lonmin, locationInfo$res0.50[[locName]]$lonmax)
+      latLim = c(locationInfo$res0.50[[locName]]$latmin, locationInfo$res0.50[[locName]]$latmax) 
+    } else {
+      #        lonLim = c(locationInfo$res0.75[[locName]]$lonmin-1.5, locationInfo$res0.75[[locName]]$lonmax+1.5)
+      #        latLim = c(locationInfo$res0.75[[locName]]$latmin-1.5, locationInfo$res0.75[[locName]]$latmax+1.5) 
+      lonLim = c(locationInfo$res0.75[[locName]]$lonmin, locationInfo$res0.75[[locName]]$lonmax)
+      latLim = c(locationInfo$res0.75[[locName]]$latmin, locationInfo$res0.75[[locName]]$latmax) 
+    }
+    
+    RData<-loadECOMS(dataset = "WFDEI", 
+                     var = variableNameECOMS,
+                     lonLim = lonLim,
+                     latLim = latLim, 
+                     season = targetMonth, 
+                     years = targetYears, 
+                     time = "DD")
+
+    RData$xyCoords$x[]<-round(RData$xyCoords$x[],2)
+    RData$xyCoords$y[]<-round(RData$xyCoords$y[],2)
+
+    if (resolution == "0.75") {
+      newGrid<-getGrid(RData)
+      newGrid$x <- c(locationInfo$res0.75[[locName]]$lonmin, locationInfo$res0.75[[locName]]$lonmax)
+      newGrid$y <- c(locationInfo$res0.75[[locName]]$latmin, locationInfo$res0.75[[locName]]$latmax)
+      attr(newGrid,"resX")<-0.75
+      attr(newGrid,"resY")<-0.75
+      print("Regridding")
+      RData <- interpGridData(RData, new.grid = newGrid, method = "bilinear");
+    }
+    
+    # Check units
+    RData$Variable$varName<-variableName
+    attr(RData$Variable,"standard_name")<-variableInfo[[variableName]]$standardName
+    attr(RData$Variable,"long_name")<-variableInfo[[variableName]]$longName
+    attr(RData$Variable,"units")<-variableInfo[[variableName]]$unitsEcoms
+    
+    ## add some extra attributes
+    attr(RData,"contact") <- "Wietse Franssen (wietse.franssen@wur.nl)"
+    
+    save(file = sprintf("%s.RData",oPrefix), RData)
+    # R2Netcdf(sprintf("%s.nc4",oPrefix), RData)
+  }
+}
diff --git a/SCRIPTS/doReformat.R b/SCRIPTS/doReformat.R
index 703d7d8..642549e 100644
--- a/SCRIPTS/doReformat.R
+++ b/SCRIPTS/doReformat.R
@@ -3,10 +3,10 @@ library(fields) # e.g: using the fields library
 library(abind)
 library(ncdf4)
 library(ecomsUDG.Raccess)
-source(file = "./functionReformat.R")
-source(file = "./functionsGeneral.R")
-source(file = "./functionR2Netcdf.R")
-source(file = "./infoGeneral.R")
+source(file = "./functions/functionReformat.R")
+source(file = "./functions/functionsGeneral.R")
+source(file = "./functions/functionR2Netcdf.R")
+source(file = "./functions/infoGeneral.R")
 
 submitscript <- FALSE
 
@@ -15,65 +15,43 @@ if (submitscript) {
   initYears <-c(1981:2010)
   initMonths  <- c(X:X)
   locName    <- 'X'
-  inPath <- "/home/WUR/frans004/L_BACKUP/PROJECTS/EUPORIAS/DATA_BIAS/DATA/DATA_RAW_R/EU_0.50/"
-  outPath<-"./testData/reFormatted"
   resolution<-"0.75"
+  inPath<-sprintf("../DATA/System4_seasonal_15_rev1.0/%s_%s", locName, resolution)
+  outPath<-sprintf("../DATA/System4_seasonal_15_rev1.1/%sdeg/%s_noBC", resolution, locName)
 } else {
-  members    <-c(1:15)
+  members    <-c(1:2)
   initYears <-c(1981:1982)
   initMonths<-1
   #locName<-"GHA"
   locName<-"EU"
-  inPath <- "./testData/RAW-test/"
-  outPath<-"./testData/reFormatted"
   resolution<-"0.75"
+  inPath<-sprintf("../DATA/System4_seasonal_15_rev1.0/%s_%s", locName, resolution)
+  outPath<-sprintf("../DATA/System4_seasonal_15_rev1.x/%sdeg/%s_noBC", resolution, locName)
 }
 
 variables<-names(variableInfo)
-variables<-c( "pr"    ,  "psl"    , "rsds"   , "rlds" ,   "tasmin","tasmax", "huss" ,   "sfcWind")
-variables<-c( "tp"    ,  "psl"    , "rsds"   , "rlds" ,   "tasmin","tasmax", "huss" ,   "sfcWind")
-variables<-c( "wss")
-#variables<-c("tas")
+#variables<-c( "pr"    ,  "psl"    , "rsds"   , "rlds" ,   "tasmin","tasmax", "huss" ,   "sfcWind")
+#variables<-c( "pr", "sfcWind")
 dir.create(outPath, recursive = TRUE, showWarnings = FALSE)
 
-#targetMonth<-1
 leadMonths<-c(0:6)
 
-
-#initInfo <- getInitInfo(targetYear = 1981, targetMonth = 6, leadMonth = 0)
-#availableTargetYears <- getAvailableTargetYears(targetYears = targetYears, targetMonth = targetMonth, leadMonth = 0)
-#print(initInfo)
 print("start")
 for (initMonth in initMonths) {
   for (variableName in variables) {
-#    inFile <- sprintf("%s/%s_forcing_seas15_%s_noBC_E<MEMBERS>_<YEARS>_%02d.RData", inPath, variableName, locName, initMonth)
-    inFile <- sprintf("%s/%s/%s_forcing_seas15_%s_noBC_E<MEMBERS>_<YEARS>_%02d.RData", inPath, variableName, variableName, locName, initMonth)
+    if ('ecomsName' %in% names(variableInfo[[variableName]])) {
+      variableNameECOMS<-variableInfo[[variableName]]$ecomsName
+    } else {
+      variableNameECOMS<-variableName
+    }
+    inFile <- sprintf("%s/%s/%s_forcing_seas15_%s_noBC_E<MEMBERS>_<YEARS>_%02d.RData", inPath, variableNameECOMS, variableNameECOMS, locName, initMonth)
     print(inFile)
-    #RData <- reformat2Bias(members, initYears, initInfo$initMonth, varName, locName, iFile = inFile)
-    RDataAllLeadMonths <- reformat2Bias(members, initYears, initMonth, variableName, locName, iFile = inFile)
-    
+    RDataAllLeadMonths <- reformat2Bias(members, initYears, initMonth, variableNameECOMS, locName, iFile = inFile)
     
     for (leadMonth in leadMonths) {
       currMonth<-indexesOfDaysPerMonth(initMonth,7,0000)[leadMonth+1,"month"]
-      print(sprintf("currmonth: %s, leadMonth: %s",currMonth,leadMonth))
+      print(sprintf("currmonth: %s, leadMonth: %s",currMonth, leadMonth))
       
-      ## get the available target years for the current targetMonth and leadMonth
-      #     availableTargetYears <- getAvailableTargetYears(targetYears = targetYears, targetMonth = targetMonth, leadMonth = leadMonth)
-      #     nYears <- length(availableTargetYears)
-      #     
-      if ('ecomsName' %in% names(variableInfo[[variableName]])) {
-        variableNameECOMS<-variableInfo[[variableName]]$ecomsName
-      } else {
-        variableNameECOMS<-variableName
-      }
-      
-      # print(sprintf("targetMonth: %s, leadMonth: %s, years: %d-%d",month.name[targetMonth], leadMonth, availableTargetYears[1], availableTargetYears[nYears]))
-      
-      #     oPrefix <- sprintf("%s/%s_forcing_seas15_%s_noBC_E%02d-%02d_%4d-%4d_%02d_LM%d",
-      #                        outPath, variableName, locName, 
-      #                        members[1], members[length(members)],
-      #                        availableTargetYears[1], availableTargetYears[nYears],
-      #                        targetMonth, leadMonth)
       oPrefix <- sprintf("%s/%s_forcing_seas15_%s_noBC_E%02d-%02d_%4d-%4d_%02d_LM%d",
                          outPath, variableName, locName, 
                          members[1], members[length(members)],
@@ -99,13 +77,10 @@ for (initMonth in initMonths) {
       ## add some extra attributes
       attr(RData,"contact") <- "Wietse Franssen (wietse.franssen@wur.nl)"
       
-      
       #print(names(RDataAllLeadMonths))
       #  print(names(RData))
       save(RData, file = paste0(oPrefix, ".RData"))
-      R2Netcdf(paste0(oPrefix, ".nc4"), RData)
+      #R2Netcdf(paste0(oPrefix, ".nc4"), RData)
     }
   }
 }
-  
-  
\ No newline at end of file
diff --git a/SCRIPTS/doRegrid.R b/SCRIPTS/doRegrid.R
new file mode 100644
index 0000000..24106cc
--- /dev/null
+++ b/SCRIPTS/doRegrid.R
@@ -0,0 +1,68 @@
+rm(list=ls())
+library(ecomsUDG.Raccess)
+
+source(file = "./functions/infoGeneral.R")
+
+submitscript <- FALSE
+
+if (submitscript) {
+  members    <- c(1:15)
+  initYears <-c(1981:2010)
+  currMonths  <- c(X:X)
+  leadMonths<-c(0:6)
+  locName    <- 'X'
+  fromResolution <- "0.75"
+  toResolution <- "0.50"
+  inPath<-sprintf("../DATA/System4_seasonal_15_rev1.1/%sdeg/%s_noBC", fromResolution, locName)
+  outPath<-sprintf("../DATA/System4_seasonal_15_rev1.1/%sdeg/%s_noBC", toResolution, locName)
+} else {
+  members    <-c(1:15)
+  initYears <-c(1981:2010)
+  currMonths<-1
+  leadMonths<-c(0:6)
+  #locName<-"GHA"
+  locName<-"EU"
+  fromResolution <- "0.75"
+  toResolution <- "0.50"
+  inPath<-sprintf("../DATA/System4_seasonal_15_rev1.1/%sdeg/%s_noBC", fromResolution, locName)
+  outPath<-sprintf("../DATA/System4_seasonal_15_rev1.1/%sdeg/%s_noBC", toResolution, locName)
+}
+
+variables<-names(variableInfo)
+variables<-c("tas")
+
+dir.create(outPath, recursive = TRUE, showWarnings = FALSE)
+
+print("start")
+for (variableName in variables) {
+  for (currMonth in currMonths) {
+    for (leadMonth in leadMonths) {
+      iFile <- sprintf("%s/%s_forcing_seas15_%s_noBC_E%02d-%02d_%4d-%4d_%02d_LM%d.RData",
+                       inPath, variableName, locName, 
+                       members[1], members[length(members)],
+                       initYears[1], initYears[length(initYears)],
+                       currMonth, leadMonth)
+
+      print(sprintf("Open: %s", iFile))
+      load(iFile)
+      
+      newGrid<-getGrid(RData)
+      newGrid$x <- c(locationInfo$res0.50[[locName]]$lonmin, locationInfo$res0.50[[locName]]$lonmax)
+      newGrid$y <- c(locationInfo$res0.50[[locName]]$latmin, locationInfo$res0.50[[locName]]$latmax)
+      attr(newGrid,"resX") <- 0.50
+      attr(newGrid,"resY") <- 0.50
+      
+      print(sprintf("Regridding..."))
+      RData <- interpGridData(RData, new.grid = newGrid, method = "bilinear");
+      
+      oFile <- sprintf("%s/%s_forcing_seas15_%s_BC_E%02d-%02d_%4d-%4d_%02d_LM%d.RData",
+                       outPath, variableName, locName, 
+                       members[1], members[length(members)],
+                       initYears[1], initYears[length(initYears)],
+                       currMonth, leadMonth)
+      
+      print(sprintf("Saving: %s", oFile))
+      save(file= oFile, RData)
+    }
+  }
+}
diff --git a/SCRIPTS/jobScriptBiascorrection b/SCRIPTS/jobScriptBiascorrection
index 1d918d7..0e33757 100644
--- a/SCRIPTS/jobScriptBiascorrection
+++ b/SCRIPTS/jobScriptBiascorrection
@@ -17,6 +17,6 @@ module load R/3.2.0
 #
 # run current job
 echo '******** R-data Download...'
-Rscript ./tmpScripts/biascorrection_<location>_currMonth<currMonth>.R
+Rscript ./tmpScripts/doBiascorrection_<location>_currMonth<currMonth>.R
 date
 
diff --git a/SCRIPTS/jobScriptDownloadSeas15 b/SCRIPTS/jobScriptDownloadSeas15
index 7cf3c59..5dcc8ab 100644
--- a/SCRIPTS/jobScriptDownloadSeas15
+++ b/SCRIPTS/jobScriptDownloadSeas15
@@ -1,6 +1,6 @@
 #!/bin/bash
 #SBATCH --account=5120867-01
-#SBATCH --time=5000
+#SBATCH --time=50000
 #SBATCH --mem=16024
 #SBATCH --ntasks=1
 #SBATCH --output=./log/log_download_<location>_leadMonth<leadMonth>_%j.txt
diff --git a/SCRIPTS/jobScriptReformat b/SCRIPTS/jobScriptReformat
index ff142fa..df53a54 100644
--- a/SCRIPTS/jobScriptReformat
+++ b/SCRIPTS/jobScriptReformat
@@ -16,7 +16,7 @@ pwd
 module load R/3.2.0
 #
 # run current job
-echo '******** R-data Download...'
-Rscript ./tmpScripts/reformat_<location>_initMonth<initMonth>.R
+echo '******** start Rscript...'
+Rscript ./tmpScripts/doReformat_<location>_initMonth<initMonth>.R
 date
 
diff --git a/SCRIPTS/jobScriptRegrid b/SCRIPTS/jobScriptRegrid
new file mode 100644
index 0000000..0b4c042
--- /dev/null
+++ b/SCRIPTS/jobScriptRegrid
@@ -0,0 +1,22 @@
+#!/bin/bash
+#SBATCH --account=5120867-01
+#SBATCH --time=5000
+#SBATCH --mem=16024
+#SBATCH --ntasks=1
+#SBATCH --output=./log/log_regrid_<location>_currMonth<currMonth>_%j.txt
+#SBATCH --job-name=regr
+#SBATCH --partition=ESG_Std
+#SBATCH --mail-type=FAIL
+#SBATCH --mail-user=wietse.franssen@wur.nl
+# print date and time
+date                                                                                                   
+#
+# print the working directory
+pwd
+module load R/3.2.0
+#
+# run current job
+echo '******** start Rscript...'
+Rscript ./tmpScripts/doRegrid_<location>_currMonth<currMonth>.R
+date
+
diff --git a/SCRIPTS/submit_biascorrection.sh b/SCRIPTS/submit_biascorrection.sh
index e61a46b..9dde5be 100755
--- a/SCRIPTS/submit_biascorrection.sh
+++ b/SCRIPTS/submit_biascorrection.sh
@@ -4,7 +4,7 @@ tmpScripts="./tmpScripts"
 location="EU"
 mkdir -p $tmpScripts
 
-for iCurrMonth in $(seq -f "%1g" 1 12); do
+for iCurrMonth in $(seq -f "%1g" 1 1); do
   echo "leadMonth: $iCurrMonth"
   sed -e "s|<currMonth>|$iCurrMonth|g" \
       -e "s|<location>|$location|g" \
@@ -12,6 +12,6 @@ for iCurrMonth in $(seq -f "%1g" 1 12); do
   sed -e "s|submitscript <- FALSE|submitscript <- TRUE|g" \
       -e "s|currMonths  <- c(X:X)|currMonths  <- c($iCurrMonth:$iCurrMonth)|g" \
       -e "s|locName    <- 'X'|locName    <- '$location'|g" \
-      biascorrection.R > $tmpScripts"/biascorrection_"$location"_currMonth"$iCurrMonth".R"
+      doBiascorrection.R > $tmpScripts"/doBiascorrection_"$location"_currMonth"$iCurrMonth".R"
   sbatch "$tmpScripts/jobScriptBiascorrection_"$location"_currMonth"$iCurrMonth
 done
diff --git a/SCRIPTS/submit_reformat.sh b/SCRIPTS/submit_reformat.sh
index 6525004..62bd008 100755
--- a/SCRIPTS/submit_reformat.sh
+++ b/SCRIPTS/submit_reformat.sh
@@ -12,6 +12,6 @@ for iInitMonth in $(seq -f "%1g" 1 12); do
   sed -e "s|submitscript <- FALSE|submitscript <- TRUE|g" \
       -e "s|initMonths  <- c(X:X)|initMonths  <- c($iInitMonth:$iInitMonth)|g" \
       -e "s|locName    <- 'X'|locName    <- '$location'|g" \
-      reformat.R > $tmpScripts"/reformat_"$location"_initMonth"$iInitMonth".R"
+      doReformat.R > $tmpScripts"/doReformat_"$location"_initMonth"$iInitMonth".R"
   sbatch "$tmpScripts/jobScriptReformat_"$location"_initMonth"$iInitMonth
 done
diff --git a/SCRIPTS/submit_regrid.sh b/SCRIPTS/submit_regrid.sh
new file mode 100755
index 0000000..096eb13
--- /dev/null
+++ b/SCRIPTS/submit_regrid.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+tmpScripts="./tmpScripts"
+#location="GHA"
+location="EU"
+mkdir -p $tmpScripts
+
+for iCurrMonth in $(seq -f "%1g" 1 12); do
+  echo "leadMonth: $iCurrMonth"
+  sed -e "s|<currMonth>|$iCurrMonth|g" \
+      -e "s|<location>|$location|g" \
+      jobScriptRegrid > $tmpScripts"/jobScriptRegrid_"$location"_currMonth"$iCurrMonth
+  sed -e "s|submitscript <- FALSE|submitscript <- TRUE|g" \
+      -e "s|currMonths  <- c(X:X)|currMonths  <- c($iCurrMonth:$iCurrMonth)|g" \
+      -e "s|locName    <- 'X'|locName    <- '$location'|g" \
+      doRegrid.R > $tmpScripts"/doRegrid_"$location"_currMonth"$iCurrMonth".R"
+  sbatch "$tmpScripts/jobScriptRegrid_"$location"_currMonth"$iCurrMonth
+done
diff --git a/SCRIPTS/tryReformat.R b/SCRIPTS/tryReformat.R
index 1d9edcb..1f80510 100644
--- a/SCRIPTS/tryReformat.R
+++ b/SCRIPTS/tryReformat.R
@@ -53,7 +53,6 @@ for (variableName in variables) {
         variableNameECOMS<-variableName
       }
       
-      
       print(sprintf("targetMonth: %s, leadMonth: %s, years: %d-%d",month.name[targetMonth], leadMonth, availableTargetYears[1], availableTargetYears[nYears]))
       
       oPrefix <- sprintf("%s/%s_forcing_seas15_%s_noBC_E%02d-%02d_%4d-%4d_%02d_LM%d",
-- 
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