From 88ff4c5f32c7099694feb984b781dbf776b4efde Mon Sep 17 00:00:00 2001
From: THEERTHA KARIYATHAN <tkariyat@bscearth421.int.bsc.es>
Date: Fri, 10 Jan 2025 14:25:01 +0100
Subject: [PATCH 1/2] update documentation

---
 R/CST_QuantileMapping.R | 43 +++++++++++++++++++++++------------------
 1 file changed, 24 insertions(+), 19 deletions(-)

diff --git a/R/CST_QuantileMapping.R b/R/CST_QuantileMapping.R
index cbb76c99..257b5b62 100644
--- a/R/CST_QuantileMapping.R
+++ b/R/CST_QuantileMapping.R
@@ -8,18 +8,20 @@
 #'@author Nuria Perez-Zanon, \email{nuria.perez@bsc.es}
 #'@param exp An object of class \code{s2dv_cube}.
 #'@param obs An object of class \code{s2dv_cube}.
-#'@param exp_cor An object of class \code{s2dv_cube} in which the quantile 
-#'  mapping correction should be applied. If it is not specified, the correction
-#'  is applied in object 'exp'.
+#'@param exp_cor A multidimensional array with named dimensions in which the
+#'quantile mapping correction should be applied. If it is not specified, the
+#'correction is applied to object 'exp' using leave-one-out cross-validation.
+#'This is useful to correct a forecast when the hindcast is provided in parameter 'exp'.
 #'@param sdate_dim A character string indicating the dimension name in which 
 #'  cross-validation would be applied when exp_cor is not provided. 'sdate' by 
 #'  default.
 #'@param memb_dim A character string indicating the dimension name where
 #'  ensemble members are stored in the experimental arrays. It can be NULL if 
 #'  there is no ensemble member dimension. It is set as 'member' by default.
-#'@param window_dim A character string indicating the dimension name where 
-#'  samples have been stored. It can be NULL (default) in case all samples are 
-#'  used. 
+#'@param window_dim A character string indicating the dimension name in which extra
+#'samples are stored. This dimension is joined to the 'member' dimension.
+#'This is useful to correct daily data, for which robust statistics can be obtained
+#'by creating a window of dates around the target date.
 #'@param method A character string indicating the method to be used:'PTF', 
 #'  'DIST', 'RQUANT', 'QUANT', 'SSPLIN'. By default, the empirical quantile 
 #'  mapping 'QUANT' is used.
@@ -99,17 +101,19 @@ CST_QuantileMapping <- function(exp, obs, exp_cor = NULL, sdate_dim = 'sdate',
 #'@param obs A multidimensional array with named dimensions containing the 
 #'  reference dataset.
 #'@param exp_cor A multidimensional array with named dimensions in which the
-#'  quantile mapping correction should be applied. If it is not specified, the 
-#'  correction is applied on object 'exp'.
+#'quantile mapping correction should be applied. If it is not specified, the
+#'correction is applied to object 'exp' using leave-one-out cross-validation.
+#'This is useful to correct a forecast when the hindcast is provided in parameter 'exp'.
 #'@param sdate_dim A character string indicating the dimension name in which
 #'  cross-validation would be applied when exp_cor is not provided. 'sdate' by
 #'  default.
 #'@param memb_dim A character string indicating the dimension name where
 #'  ensemble members are stored in the experimental arrays. It can be NULL if 
 #'  there is no ensemble member dimension. It is set as 'member' by default.
-#'@param window_dim A character string indicating the dimension name where 
-#'  samples have been stored. It can be NULL (default) in case all samples are
-#'  used. 
+#'@param window_dim A character string indicating the dimension name in which extra
+#'samples are stored. This dimension is joined to the 'member' dimension.
+#'This is useful to correct daily data, for which robust statistics can be obtained
+#'by creating a window of dates around the target date.
 #'@param method A character string indicating the method to be used: 'PTF',
 #'  'DIST', 'RQUANT', 'QUANT', 'SSPLIN'. By default, the empirical quantile 
 #'  mapping 'QUANT' is used. 
@@ -126,14 +130,15 @@ CST_QuantileMapping <- function(exp, obs, exp_cor = NULL, sdate_dim = 'sdate',
 #'@seealso \code{\link[qmap]{fitQmap}} and \code{\link[qmap]{doQmap}} 
 #'@examples
 #'# Use synthetic data
-#'exp <- 1 : c(1 * 3 * 5 * 4 * 3 * 2)
-#'dim(exp) <- c(dataset = 1, member = 3, sdate = 5, ftime = 4, 
-#'              lat = 3, lon = 2)
-#'obs <- 101 : c(100 + 1 * 1 * 5 * 4 * 3 * 2)
-#'dim(obs) <- c(dataset = 1, member = 1, sdate = 5, ftime = 4,
-#'              lat = 3, lon = 2)
-#'res <- QuantileMapping(exp, obs)
-#'
+#'set.seed(123)
+#'exp <- as.numeric(1:prod(6,10,15))
+#'dim(exp) <- c(member = 6, syear = 10, window = 15)
+#'obs <- as.numeric(rnorm(prod(1,10,15), 50))
+#'dim(obs) <- c(member = 1, syear = 10, window = 15)
+#'fcst <- 100*(1:prod(8,1,1))
+#'dim(fcst) <- c(member = 8, syear = 1, swindow = 1)
+#'res <- QuantileMapping(exp = exp, obs = obs, exp_cor = fcst, memb_dim = 'member', 
+#'                       sdate_dim = 'syear', window_dim = 'window')
 #'@import qmap 
 #'@import multiApply 
 #'@import s2dv
-- 
GitLab


From 46fae76145394112933741a9d639d60217398e31 Mon Sep 17 00:00:00 2001
From: THEERTHA KARIYATHAN <tkariyat@bscearth421.int.bsc.es>
Date: Fri, 10 Jan 2025 14:56:57 +0100
Subject: [PATCH 2/2] update .Rd

---
 man/CST_QuantileMapping.Rd |  14 ++++++++------
 man/CST_Start.Rd           |   7 ++++++-
 man/QuantileMapping.Rd     |  29 ++++++++++++++++-------------
 src/CSTools.so             | Bin 259624 -> 259624 bytes
 4 files changed, 30 insertions(+), 20 deletions(-)

diff --git a/man/CST_QuantileMapping.Rd b/man/CST_QuantileMapping.Rd
index 0ca3423f..e20ecb56 100644
--- a/man/CST_QuantileMapping.Rd
+++ b/man/CST_QuantileMapping.Rd
@@ -22,9 +22,10 @@ CST_QuantileMapping(
 
 \item{obs}{An object of class \code{s2dv_cube}.}
 
-\item{exp_cor}{An object of class \code{s2dv_cube} in which the quantile 
-mapping correction should be applied. If it is not specified, the correction
-is applied in object 'exp'.}
+\item{exp_cor}{A multidimensional array with named dimensions in which the
+quantile mapping correction should be applied. If it is not specified, the
+correction is applied to object 'exp' using leave-one-out cross-validation.
+This is useful to correct a forecast when the hindcast is provided in parameter 'exp'.}
 
 \item{sdate_dim}{A character string indicating the dimension name in which 
 cross-validation would be applied when exp_cor is not provided. 'sdate' by 
@@ -34,9 +35,10 @@ default.}
 ensemble members are stored in the experimental arrays. It can be NULL if 
 there is no ensemble member dimension. It is set as 'member' by default.}
 
-\item{window_dim}{A character string indicating the dimension name where 
-samples have been stored. It can be NULL (default) in case all samples are 
-used.}
+\item{window_dim}{A character string indicating the dimension name in which extra
+samples are stored. This dimension is joined to the 'member' dimension.
+This is useful to correct daily data, for which robust statistics can be obtained
+by creating a window of dates around the target date.}
 
 \item{method}{A character string indicating the method to be used:'PTF', 
 'DIST', 'RQUANT', 'QUANT', 'SSPLIN'. By default, the empirical quantile 
diff --git a/man/CST_Start.Rd b/man/CST_Start.Rd
index b95f51ec..ce5c4119 100644
--- a/man/CST_Start.Rd
+++ b/man/CST_Start.Rd
@@ -24,6 +24,11 @@ It receives any number of parameters (`...`) that are automatically forwarded
 to the `startR::Start` function. See details in `?startR::Start`. The 
 auxiliary startR functions (e.g. indices(), values(), Sort(), CircularSort(), 
 CDORemapper(), ...) can be used to define dimensions.
+
+CST_Start() uses as.s2dv_cube() to transform the output into an s2dv_cube
+object. The as.s2dv_cube() function is designed to be used with data that 
+has been retrieved into memory. To avoid errors, please ensure that 
+CST_Start(..., retrieve = TRUE) is specified.
 }
 \examples{
 \dontrun{
@@ -43,7 +48,7 @@ CDORemapper(), ...) can be used to define dimensions.
                                    latitude = c('lat', 'latitude')),
                    return_vars = list(time = 'sdate',
                                       longitude = NULL, latitude = NULL),
-                   retrieve = FALSE)
+                   retrieve = TRUE)
 } 
 \dontshow{
 exp <- CSTools::lonlat_temp_st$exp
diff --git a/man/QuantileMapping.Rd b/man/QuantileMapping.Rd
index a1ff178d..ffd39f88 100644
--- a/man/QuantileMapping.Rd
+++ b/man/QuantileMapping.Rd
@@ -25,8 +25,9 @@ hindcast.}
 reference dataset.}
 
 \item{exp_cor}{A multidimensional array with named dimensions in which the
-quantile mapping correction should be applied. If it is not specified, the 
-correction is applied on object 'exp'.}
+quantile mapping correction should be applied. If it is not specified, the
+correction is applied to object 'exp' using leave-one-out cross-validation.
+This is useful to correct a forecast when the hindcast is provided in parameter 'exp'.}
 
 \item{sdate_dim}{A character string indicating the dimension name in which
 cross-validation would be applied when exp_cor is not provided. 'sdate' by
@@ -36,9 +37,10 @@ default.}
 ensemble members are stored in the experimental arrays. It can be NULL if 
 there is no ensemble member dimension. It is set as 'member' by default.}
 
-\item{window_dim}{A character string indicating the dimension name where 
-samples have been stored. It can be NULL (default) in case all samples are
-used.}
+\item{window_dim}{A character string indicating the dimension name in which extra
+samples are stored. This dimension is joined to the 'member' dimension.
+This is useful to correct daily data, for which robust statistics can be obtained
+by creating a window of dates around the target date.}
 
 \item{method}{A character string indicating the method to be used: 'PTF',
 'DIST', 'RQUANT', 'QUANT', 'SSPLIN'. By default, the empirical quantile 
@@ -65,14 +67,15 @@ applied to the experiment itself or to a provided forecast.
 }
 \examples{
 # Use synthetic data
-exp <- 1 : c(1 * 3 * 5 * 4 * 3 * 2)
-dim(exp) <- c(dataset = 1, member = 3, sdate = 5, ftime = 4, 
-             lat = 3, lon = 2)
-obs <- 101 : c(100 + 1 * 1 * 5 * 4 * 3 * 2)
-dim(obs) <- c(dataset = 1, member = 1, sdate = 5, ftime = 4,
-             lat = 3, lon = 2)
-res <- QuantileMapping(exp, obs)
-
+set.seed(123)
+exp <- as.numeric(1:prod(6,10,15))
+dim(exp) <- c(member = 6, syear = 10, window = 15)
+obs <- as.numeric(rnorm(prod(1,10,15), 50))
+dim(obs) <- c(member = 1, syear = 10, window = 15)
+fcst <- 100*(1:prod(8,1,1))
+dim(fcst) <- c(member = 8, syear = 1, swindow = 1)
+res <- QuantileMapping(exp = exp, obs = obs, exp_cor = fcst, memb_dim = 'member', 
+                      sdate_dim = 'syear', window_dim = 'window')
 }
 \seealso{
 \code{\link[qmap]{fitQmap}} and \code{\link[qmap]{doQmap}}
diff --git a/src/CSTools.so b/src/CSTools.so
index dcf5b0f54c8bdae91f78059af38e8d98122296af..ad315c92a8c3dccf01592ea0c9f32b267a0490c5 100755
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