From b0eedfd5226cbcf50eb618ea7726018948ba4253 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Wed, 27 Aug 2025 12:39:13 +0200
Subject: [PATCH 01/17] Draw dots where rpss is <= 0 in plot_extreme_probs.R
 (matching plot_most_likely_terciles_map.R)

---
 modules/Visualization/R/plot_extreme_probs.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index 73978982..bd98f1ed 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -208,7 +208,7 @@ plot_extreme_probs <- function(recipe, fcst,
                                               indices = var,
                                               drop = 'selected')
             dim_dots <- dim(var_dots)
-            var_dots <- as.numeric(var_dots >= 0)
+            var_dots <- as.numeric(var_dots <= 0)
             dim(var_dots) <- dim_dots
           } else {
             var_dots <- NULL
-- 
GitLab


From 4982058cb9298d6cb352587a2449a73dc453d2a1 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Wed, 27 Aug 2025 13:15:00 +0200
Subject: [PATCH 02/17] Add parameter to choose which grid points to dot in
 plot_extreme_probs.R

---
 modules/Visualization/R/plot_extreme_probs.R | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index bd98f1ed..b1dc07be 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -13,6 +13,7 @@ plot_extreme_probs <- function(recipe, fcst,
                                mask = NULL, dots = NULL,
                                outdir, output_conf,
                                brks_min = 5, brks_max = 95,
+                               dots_on_significant_points = FALSE, ## put in recipe or Visualization()?
                                logo = NULL) {
   # Abort if frequency is daily
   if (recipe$Analysis$Variables$freq %in% c("daily", "daily_mean")) {
@@ -208,7 +209,11 @@ plot_extreme_probs <- function(recipe, fcst,
                                               indices = var,
                                               drop = 'selected')
             dim_dots <- dim(var_dots)
-            var_dots <- as.numeric(var_dots <= 0)
+            if (!isTRUE(dots_on_significant_points)) { 
+              var_dots <- as.numeric(var_dots <= 0)  # Dots on non-significant (default) 
+            } else {
+              var_dots <- as.numeric(var_dots > 0)  # Dots on significant
+            }
             dim(var_dots) <- dim_dots
           } else {
             var_dots <- NULL
-- 
GitLab


From db637f2b3032e7dc40e9c425aa953ac25f487415 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Wed, 27 Aug 2025 17:25:01 +0200
Subject: [PATCH 03/17] Add parameter to choose which grid points to dot in
 plot_most_likely_terciles_map.R

---
 modules/Visualization/R/plot_extreme_probs.R            | 2 +-
 modules/Visualization/R/plot_most_likely_terciles_map.R | 7 ++++++-
 2 files changed, 7 insertions(+), 2 deletions(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index b1dc07be..e36ab512 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -209,7 +209,7 @@ plot_extreme_probs <- function(recipe, fcst,
                                               indices = var,
                                               drop = 'selected')
             dim_dots <- dim(var_dots)
-            if (!isTRUE(dots_on_significant_points)) { 
+            if (!isTRUE(dots_on_significant_points)) {
               var_dots <- as.numeric(var_dots <= 0)  # Dots on non-significant (default) 
             } else {
               var_dots <- as.numeric(var_dots > 0)  # Dots on significant
diff --git a/modules/Visualization/R/plot_most_likely_terciles_map.R b/modules/Visualization/R/plot_most_likely_terciles_map.R
index 3f8a41b8..732a50e0 100644
--- a/modules/Visualization/R/plot_most_likely_terciles_map.R
+++ b/modules/Visualization/R/plot_most_likely_terciles_map.R
@@ -17,6 +17,7 @@ plot_most_likely_terciles <- function(recipe,
                                       dots = NULL, 
                                       outdir,
                                       output_conf,
+                                      dots_on_significant_points = FALSE, ## put in recipe or Visualization()?
                                       logo = NULL,
                                       return_elements = FALSE) {
   
@@ -159,7 +160,11 @@ plot_most_likely_terciles <- function(recipe,
                                             indices = var,
                                             drop = 'selected')
           dim_dots <- dim(var_dots)
-          var_dots <- as.numeric(var_dots <= 0)
+          if (!isTRUE(dots_on_significant_points)) {
+            var_dots <- as.numeric(var_dots <= 0)  # Dots on non-significant (default) 
+          } else {
+            var_dots <- as.numeric(var_dots > 0)  # Dots on significant
+          }
           dim(var_dots) <- dim_dots
       } else {
         var_dots <- NULL
-- 
GitLab


From 1333c0fb806fa722c1585ac36c4621fc1003daf4 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Wed, 27 Aug 2025 18:01:46 +0200
Subject: [PATCH 04/17] Add caption indicating which points are masked in
 plot_extreme_probs.R

---
 modules/Visualization/R/plot_extreme_probs.R | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index e36ab512..aa9d9bd3 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -210,9 +210,11 @@ plot_extreme_probs <- function(recipe, fcst,
                                               drop = 'selected')
             dim_dots <- dim(var_dots)
             if (!isTRUE(dots_on_significant_points)) {
-              var_dots <- as.numeric(var_dots <= 0)  # Dots on non-significant (default) 
+              var_dots <- as.numeric(var_dots <= 0)
+              dots_caption <- "Non-significant grid points are masked"
             } else {
-              var_dots <- as.numeric(var_dots > 0)  # Dots on significant
+              var_dots <- as.numeric(var_dots > 0)
+              dots_caption <- "Significant grid points are masked"
             }
             dim(var_dots) <- dim_dots
           } else {
@@ -366,7 +368,7 @@ plot_extreme_probs <- function(recipe, fcst,
                        "Reference: ", recipe$Analysis$Datasets$Reference,
                        " [", recipe$Analysis$Time$hcst_start, " - ",
                        recipe$Analysis$Time$hcst_end, "]",
-                       "\n", " ")
+                       "\n", if (!is.null(dots)) dots_caption else " ")
               # Modify base arguments
               base_args[[1]] <- i_var_fcst[i, , ]
               if (is.null(attributes(fcst$attrs$time_bounds))) {
-- 
GitLab


From e5dd2cd6ff23f33fa6c24f41c29a57454f93d060 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Thu, 28 Aug 2025 15:16:26 +0200
Subject: [PATCH 05/17] Read 'dots_on_significance' from recipe in
 plot_estreme_probs.R and plot_most_likely_terciles_map.R

---
 modules/Visualization/R/plot_extreme_probs.R            | 2 +-
 modules/Visualization/R/plot_most_likely_terciles_map.R | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index aa9d9bd3..3fdc7b57 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -13,7 +13,6 @@ plot_extreme_probs <- function(recipe, fcst,
                                mask = NULL, dots = NULL,
                                outdir, output_conf,
                                brks_min = 5, brks_max = 95,
-                               dots_on_significant_points = FALSE, ## put in recipe or Visualization()?
                                logo = NULL) {
   # Abort if frequency is daily
   if (recipe$Analysis$Variables$freq %in% c("daily", "daily_mean")) {
@@ -209,6 +208,7 @@ plot_extreme_probs <- function(recipe, fcst,
                                               indices = var,
                                               drop = 'selected')
             dim_dots <- dim(var_dots)
+            dots_on_significant_points <- isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
             if (!isTRUE(dots_on_significant_points)) {
               var_dots <- as.numeric(var_dots <= 0)
               dots_caption <- "Non-significant grid points are masked"
diff --git a/modules/Visualization/R/plot_most_likely_terciles_map.R b/modules/Visualization/R/plot_most_likely_terciles_map.R
index 732a50e0..f3c5efdc 100644
--- a/modules/Visualization/R/plot_most_likely_terciles_map.R
+++ b/modules/Visualization/R/plot_most_likely_terciles_map.R
@@ -17,7 +17,6 @@ plot_most_likely_terciles <- function(recipe,
                                       dots = NULL, 
                                       outdir,
                                       output_conf,
-                                      dots_on_significant_points = FALSE, ## put in recipe or Visualization()?
                                       logo = NULL,
                                       return_elements = FALSE) {
   
@@ -160,6 +159,7 @@ plot_most_likely_terciles <- function(recipe,
                                             indices = var,
                                             drop = 'selected')
           dim_dots <- dim(var_dots)
+          dots_on_significant_points <- isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
           if (!isTRUE(dots_on_significant_points)) {
             var_dots <- as.numeric(var_dots <= 0)  # Dots on non-significant (default) 
           } else {
-- 
GitLab


From 277b0bb02bf5f629402e4a9b9473508b878ccec8 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Thu, 28 Aug 2025 15:18:00 +0200
Subject: [PATCH 06/17] Format fix: update 'forecast map' name in
 Visualization.R

---
 modules/Visualization/Visualization.R | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/modules/Visualization/Visualization.R b/modules/Visualization/Visualization.R
index 8c50be45..91b867e8 100644
--- a/modules/Visualization/Visualization.R
+++ b/modules/Visualization/Visualization.R
@@ -25,7 +25,7 @@ Visualization <- function(recipe,
                           skill_metrics = NULL,
                           statistics = NULL,
                           probabilities = NULL,
-                          significance = F,
+                          significance = FALSE,
                           output_conf = NULL,
                           logo = NULL) {
   # Try to produce and save several basic plots.
@@ -144,7 +144,7 @@ Visualization <- function(recipe,
     }
   }
 
-  # Plot forecast ensemble mean
+  # Plot forecast map
   if ("forecast_map" %in% plots) {
     if (!is.null(data$fcst)) {
       if (is.null(recipe$Analysis$Workflow$Visualization$mask_ens)) {
@@ -174,11 +174,11 @@ Visualization <- function(recipe,
             c('both', TRUE)) {
           if (is.null(skill_metrics)) {
             error(recipe$Run$logger,
-                  paste0("For the forecast ensemble mean  plot, skill_metrics ",
+                  paste0("For the forecast map plot, skill_metrics ",
                          "needs to be provided to be masked."))
           } else if (!('enscorr' %in% names(skill_metrics))) {
             error(recipe$Run$logger,
-                  paste0("For the forecast ensemble mean plot, enscor metric ",
+                  paste0("For the forecast map plot, enscor metric ",
                          "needs to be provided to be masked."))
           } else {
             plot_forecast_map(recipe, data$fcst,
@@ -193,11 +193,11 @@ Visualization <- function(recipe,
         if (recipe$Analysis$Workflow$Visualization$dots %in% c('both', TRUE)) {
           if (is.null(skill_metrics)) {
             error(recipe$Run$logger,
-                  paste0("For the forecast ensemble mean plot, skill_metrics ",
+                  paste0("For the forecast map plot, skill_metrics ",
                          "needs to be provided for the dots."))
           } else if (!('enscorr' %in% names(skill_metrics))) {
             error(recipe$Run$logger,
-                  paste0("For the forecast ensemble mean plot, enscor metric ",
+                  paste0("For the forecast map plot, enscor metric ",
                          "needs to be provided for the dots."))
           } else {
             plot_forecast_map(recipe, data$fcst,
@@ -211,7 +211,7 @@ Visualization <- function(recipe,
       } ## End loop over methods
     } else {
       error(recipe$Run$logger,
-            paste0("The forecast ensemble mean plot has been requested, but ",
+            paste0("The forecast map plot has been requested, but ",
                    "there is no fcst element in 'data'."))
     }
   }
-- 
GitLab


From 47ac37c6ba6206069683f1d60d486697ddb84324 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Thu, 28 Aug 2025 15:19:42 +0200
Subject: [PATCH 07/17] Change default 'dot_symbol' to 4 (cross) in
 plot_extreme_probs.R base_args

---
 modules/Visualization/R/plot_extreme_probs.R | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index 3fdc7b57..fc350bba 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -291,7 +291,7 @@ plot_extreme_probs <- function(recipe, fcst,
               fun <- VizEquiMap
               base_args <- list(data = NULL, dots = NULL, mask = NULL,
                                 lon = longitude, lat = latitude,
-                                dot_symbol = 20, title_scale = 0.6,
+                                dot_symbol = 4, title_scale = 0.6,
                                 font.main = 2, margin_scale = c(1, 5, 5, 5),
                                 filled.continents = F, brks = brks, cols = cols,
                                 bar_label_digits = 4, bar_label_scale = 1.5,
@@ -313,7 +313,7 @@ plot_extreme_probs <- function(recipe, fcst,
                                 lon_dim = 'longitude', lat_dim = 'latitude',
                                 target_proj = target_proj, drawleg = 'bar',
                                 style = 'point', brks = brks, cols = cols,
-                                dot_size = 0.2, dot_symbol = 47,
+                                dot_size = 0.2, dot_symbol = 4,
                                 col_inf = cols_1[1],
                                 col_sup = cols_2[length(cols_2)])
             }
-- 
GitLab


From 62a588e441bcf64d5c7e67624ed9a32351829b53 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Thu, 28 Aug 2025 16:04:42 +0200
Subject: [PATCH 08/17] Add 'dots_on_significant_points' in recipe_template.yml

---
 recipe_template.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/recipe_template.yml b/recipe_template.yml
index 8df18712..5fb59897 100644
--- a/recipe_template.yml
+++ b/recipe_template.yml
@@ -148,8 +148,9 @@ Analysis:
       multi_panel: yes # Multi-panel plot or single-panel plots. Default is 'no/false'. (Optional, bool)
       projection: 'cylindrical_equidistant' # Options: 'cylindrical_equidistant', 'robinson', 'lambert_europe'. Default is cylindrical equidistant. (Optional, str)
       significance: 'dots' # Type of mask for statistical significance. Options are 'dots', and yes/no. 'dots'. 'mask' and 'both' options are not available for projections other than cylindrical_equidistant.
-      mask_terciles: no # Whether to dot or mask the non-significant points by rpss in the most likely tercile plot. yes/true, no/false or 'both'. Default is no/false. (Optional, str)
-      dots_terciles: yes # Whether to dot the non-significant by rpss in the most likely tercile plot. yes/true, no/false or 'both'. Default is no/false. (Optional, str)
+      mask_terciles: no # Whether to mask the non-significant points by rpss in the most likely tercile plot. yes/true, no/false or 'both'. Default is no/false. (Optional, str)
+      dots_terciles: yes # Whether to dot the non-significant points by rpss in the most likely tercile plot. yes/true, no/false or 'both'. Default is no/false. (Optional, str)
+      dots_on_significant_points: no # Whether to dot the significant grid points. Either yes/true or no/false.
       mask_ens: no # Whether to mask the non-significant points by rpss in the forecast ensemble mean plot. yes/true, no/false or 'both'. Default is no/false. (Optional, str)
       shapefile: # path to a shapefile (*.shp) to include in the plots. Only available for the cylindrical equidistant projection. (Optional, str)
       logo: tools/BSC_logo_95.jpg # path to a logo (*.png or *.jpg/jpeg) to include in the plots. (Optional, str)
-- 
GitLab


From 2b20161c9a5cbe6821207dd682de7a85458a1a77 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Thu, 28 Aug 2025 17:40:00 +0200
Subject: [PATCH 09/17] Add parameter to choose grid point to dot + caption +
 default cross in plot_forecast_map.R

---
 modules/Visualization/R/plot_forecast_map.R | 16 ++++++++++++----
 1 file changed, 12 insertions(+), 4 deletions(-)

diff --git a/modules/Visualization/R/plot_forecast_map.R b/modules/Visualization/R/plot_forecast_map.R
index e86800c1..27e503d8 100644
--- a/modules/Visualization/R/plot_forecast_map.R
+++ b/modules/Visualization/R/plot_forecast_map.R
@@ -159,7 +159,14 @@ plot_forecast_map <- function(recipe, fcst, mask = NULL, dots = NULL,
                                           indices = var,
                                           drop = 'selected')
         dim_dots <- dim(var_dots)
-        var_dots <- as.numeric(var_dots <= 0)
+        dots_on_significant_points <- isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
+        if (!isTRUE(dots_on_significant_points)) {
+          var_dots <- as.numeric(var_dots <= 0)
+          dots_caption <- "Statistically non-significant grid points are marked"
+        } else {
+          var_dots <- as.numeric(var_dots > 0)
+          dots_caption <- "Statistically significant grid points are marked"
+        }
         dim(var_dots) <- dim_dots
       } else {
         var_dots <- NULL
@@ -231,7 +238,7 @@ plot_forecast_map <- function(recipe, fcst, mask = NULL, dots = NULL,
           fun <- VizEquiMap
           base_args <- list(data = NULL, dots = NULL, mask = NULL,
                             lon = longitude, lat = latitude,
-                            dot_symbol = 20, title_scale = 0.7,
+                            dot_symbol = 4, title_scale = 0.7,
                             font.main = 2, margin_scale = c(3, 5, 5, 5),
                             bar_extra_margin = rep(0.9, 4),
                             filled.continents = F, brks = brks, cols = cols,
@@ -251,7 +258,7 @@ plot_forecast_map <- function(recipe, fcst, mask = NULL, dots = NULL,
                             lon_dim = 'longitude', lat_dim = 'latitude',
                             target_proj = target_proj, drawleg = 'bar',
                             style = 'point', brks = brks, cols = cols,
-                            dot_size = 0.2, dot_symbol = 47)
+                            dot_size = 0.2, dot_symbol = 4)
         }
         output_configuration <- output_conf[[projection]]$forecast_map
         base_args[names(output_configuration)] <- output_configuration
@@ -303,7 +310,8 @@ plot_forecast_map <- function(recipe, fcst, mask = NULL, dots = NULL,
                                                   "%d-%m-%Y"), "\n",
                    forecast_time_caption, "\n",
                    "Reference: ", recipe$Analysis$Datasets$Reference, "\n",
-                   "Units: ", units)
+                   "Units: ", units, "\n",
+                   if (!is.null(dots)) dots_caption else " ")
           # Modify base arguments
           base_args[[1]] <- i_var_fcst[i, , ]
           if (is.null(attributes(fcst$attrs$time_bounds))) {
-- 
GitLab


From 3f785c6a24d9cdba07a55a65534d452d712edb1f Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Tue, 2 Sep 2025 17:20:36 +0200
Subject: [PATCH 10/17] Add parameter to choose grid point to dot + caption +
 default cross in plot_metrics.R

---
 modules/Visualization/R/plot_metrics.R | 25 ++++++++++++++++++++-----
 1 file changed, 20 insertions(+), 5 deletions(-)

diff --git a/modules/Visualization/R/plot_metrics.R b/modules/Visualization/R/plot_metrics.R
index 6392609c..2ce1bd83 100644
--- a/modules/Visualization/R/plot_metrics.R
+++ b/modules/Visualization/R/plot_metrics.R
@@ -302,7 +302,7 @@ plot_metrics <- function(recipe, data_cube, metrics,
                             data = asplit(metric, MARGIN = 1),
                             lon = longitude, lat = latitude,
                             special_args = metric_significance,
-                            dot_symbol = 20, toptitle = toptitle,
+                            dot_symbol = 4, toptitle = toptitle,
                             title_scale = 0.6, titles = titles,
                             filled.continents = FALSE, brks = brks,
                             cols = cols, col_inf = col_inf, col_sup = col_sup,
@@ -338,7 +338,7 @@ plot_metrics <- function(recipe, data_cube, metrics,
             fun <- VizEquiMap
             base_args <- list(data = NULL, dots = NULL,
                               lon = longitude, lat = latitude,
-                              dot_symbol = 20, dot_size = 1,
+                              dot_symbol = 4, dot_size = 1,
                               title_scale = 0.6,
                               filled.continents = F, brks = brks, cols = cols, 
                               col_inf = col_inf, col_sup = col_sup, 
@@ -363,7 +363,7 @@ plot_metrics <- function(recipe, data_cube, metrics,
                               target_proj = target_proj, drawleg = 'bar',
                               style = 'point', dots = NULL, brks = brks, 
                               cols = cols, col_inf = col_inf, col_sup = col_sup,
-                              units = units, dot_size = 0.2, dot_symbol = 47)
+                              units = units, dot_size = 0.2, dot_symbol = 4)
           }
           output_configuration <- output_conf[[projection]]$skill_metrics
           base_args[names(output_configuration)] <- output_configuration
@@ -483,10 +483,24 @@ plot_metrics <- function(recipe, data_cube, metrics,
                 if (significance == 'dots') {
                   if (projection != 'cylindrical_equidistant') {
                     base_args[[10]] <- metric_significance[[i]][[1]]
+                    dots_caption <- paste0("Statistically significant grid points are marked", "\n")
+                    dots_on_significant_points <-
+                      isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
+                    if (!isTRUE(dots_on_significant_points)) {
+                      base_args[[10]] <- 1 - base_args[[10]]
+                      dots_caption <- paste0("Statistically non-significant grid points are marked", "\n")
+                    }
                   } else {
                     # The position of arguments in base_args requires this cond
                     # so VizEquiMap plots dots when requested
                     base_args[[2]] <- metric_significance[[i]][[1]]
+                    dots_caption <- paste0("Statistically significant grid points are marked", "\n")
+                    dots_on_significant_points <-
+                      isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
+                    if (!isTRUE(dots_on_significant_points)) {
+                      base_args[[2]] <- 1 - base_args[[2]]
+                      dots_caption <- paste0("Statistically non-significant grid points are marked", "\n")
+                    }
                   }
                   sign_file_label <- '_dots'
                 } else if (significance == 'mask') {
@@ -494,7 +508,7 @@ plot_metrics <- function(recipe, data_cube, metrics,
                   sign_file_label <- '_mask'
                 }
               }
-              significance_caption <- "\n alpha = 0.05"
+              significance_caption <- "alpha = 0.05"
             } else {
               significance_caption <- NULL
               sign_file_label <- NULL
@@ -503,7 +517,8 @@ plot_metrics <- function(recipe, data_cube, metrics,
             base_args[['caption']] <- 
               paste0("Nominal start date: ", nominal_startdate_caption, "\n",
                      forecast_time_caption, "\n",
-                     "Reference: ", recipe$Analysis$Datasets$Reference,
+                     "Reference: ", recipe$Analysis$Datasets$Reference,  "\n",
+                     if (!is.null(dots)) dots_caption,
                      significance_caption)
             
             fileout <- paste0(outfile, "_ft", forecast_time,
-- 
GitLab


From a8de23921a14437180aa2c69e43930e9c0f452b9 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Wed, 3 Sep 2025 12:09:21 +0200
Subject: [PATCH 11/17] bugfix dots caption in plot_metrics.R

---
 modules/Visualization/R/plot_metrics.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/Visualization/R/plot_metrics.R b/modules/Visualization/R/plot_metrics.R
index 2ce1bd83..c9666086 100644
--- a/modules/Visualization/R/plot_metrics.R
+++ b/modules/Visualization/R/plot_metrics.R
@@ -518,7 +518,7 @@ plot_metrics <- function(recipe, data_cube, metrics,
               paste0("Nominal start date: ", nominal_startdate_caption, "\n",
                      forecast_time_caption, "\n",
                      "Reference: ", recipe$Analysis$Datasets$Reference,  "\n",
-                     if (!is.null(dots)) dots_caption,
+                     if (significance == 'dots') dots_caption,
                      significance_caption)
             
             fileout <- paste0(outfile, "_ft", forecast_time,
-- 
GitLab


From a262d21c974b6cc676c69fa48140349a6438c7d7 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Wed, 3 Sep 2025 12:37:07 +0200
Subject: [PATCH 12/17] Set 'dots_on_significant_points' default value in
 Visualization.R

---
 modules/Visualization/R/plot_extreme_probs.R            | 7 +++----
 modules/Visualization/R/plot_forecast_map.R             | 3 +--
 modules/Visualization/R/plot_metrics.R                  | 8 ++------
 modules/Visualization/R/plot_most_likely_terciles_map.R | 9 +++++----
 modules/Visualization/Visualization.R                   | 5 +++++
 5 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index fc350bba..22df1f48 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -208,13 +208,12 @@ plot_extreme_probs <- function(recipe, fcst,
                                               indices = var,
                                               drop = 'selected')
             dim_dots <- dim(var_dots)
-            dots_on_significant_points <- isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
-            if (!isTRUE(dots_on_significant_points)) {
+            if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
               var_dots <- as.numeric(var_dots <= 0)
-              dots_caption <- "Non-significant grid points are masked"
+              dots_caption <- "Statistically non-significant grid points are marked"
             } else {
               var_dots <- as.numeric(var_dots > 0)
-              dots_caption <- "Significant grid points are masked"
+              dots_caption <- "Statistically significant grid points are marked"
             }
             dim(var_dots) <- dim_dots
           } else {
diff --git a/modules/Visualization/R/plot_forecast_map.R b/modules/Visualization/R/plot_forecast_map.R
index 27e503d8..04902002 100644
--- a/modules/Visualization/R/plot_forecast_map.R
+++ b/modules/Visualization/R/plot_forecast_map.R
@@ -159,8 +159,7 @@ plot_forecast_map <- function(recipe, fcst, mask = NULL, dots = NULL,
                                           indices = var,
                                           drop = 'selected')
         dim_dots <- dim(var_dots)
-        dots_on_significant_points <- isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
-        if (!isTRUE(dots_on_significant_points)) {
+        if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
           var_dots <- as.numeric(var_dots <= 0)
           dots_caption <- "Statistically non-significant grid points are marked"
         } else {
diff --git a/modules/Visualization/R/plot_metrics.R b/modules/Visualization/R/plot_metrics.R
index c9666086..482cf36f 100644
--- a/modules/Visualization/R/plot_metrics.R
+++ b/modules/Visualization/R/plot_metrics.R
@@ -484,9 +484,7 @@ plot_metrics <- function(recipe, data_cube, metrics,
                   if (projection != 'cylindrical_equidistant') {
                     base_args[[10]] <- metric_significance[[i]][[1]]
                     dots_caption <- paste0("Statistically significant grid points are marked", "\n")
-                    dots_on_significant_points <-
-                      isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
-                    if (!isTRUE(dots_on_significant_points)) {
+                    if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
                       base_args[[10]] <- 1 - base_args[[10]]
                       dots_caption <- paste0("Statistically non-significant grid points are marked", "\n")
                     }
@@ -495,9 +493,7 @@ plot_metrics <- function(recipe, data_cube, metrics,
                     # so VizEquiMap plots dots when requested
                     base_args[[2]] <- metric_significance[[i]][[1]]
                     dots_caption <- paste0("Statistically significant grid points are marked", "\n")
-                    dots_on_significant_points <-
-                      isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
-                    if (!isTRUE(dots_on_significant_points)) {
+                    if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
                       base_args[[2]] <- 1 - base_args[[2]]
                       dots_caption <- paste0("Statistically non-significant grid points are marked", "\n")
                     }
diff --git a/modules/Visualization/R/plot_most_likely_terciles_map.R b/modules/Visualization/R/plot_most_likely_terciles_map.R
index f3c5efdc..67637c9b 100644
--- a/modules/Visualization/R/plot_most_likely_terciles_map.R
+++ b/modules/Visualization/R/plot_most_likely_terciles_map.R
@@ -159,11 +159,12 @@ plot_most_likely_terciles <- function(recipe,
                                             indices = var,
                                             drop = 'selected')
           dim_dots <- dim(var_dots)
-          dots_on_significant_points <- isTRUE(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)
-          if (!isTRUE(dots_on_significant_points)) {
-            var_dots <- as.numeric(var_dots <= 0)  # Dots on non-significant (default) 
+          if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
+            var_dots <- as.numeric(var_dots <= 0)
+            dots_caption <- "Statistically non-significant grid points are marked"
           } else {
-            var_dots <- as.numeric(var_dots > 0)  # Dots on significant
+            var_dots <- as.numeric(var_dots > 0)
+            dots_caption <- "Statistically significant grid points are marked"
           }
           dim(var_dots) <- dim_dots
       } else {
diff --git a/modules/Visualization/Visualization.R b/modules/Visualization/Visualization.R
index 91b867e8..98f645bd 100644
--- a/modules/Visualization/Visualization.R
+++ b/modules/Visualization/Visualization.R
@@ -85,6 +85,11 @@ Visualization <- function(recipe,
     recipe$Analysis$Workflow$Visualization$multi_panel <- FALSE
   }
   
+  # Set default dotting of non-significant grid points if not specified
+  if (is.null(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)) {
+    recipe$Analysis$Workflow$Visualization$dots_on_significant_points <- FALSE
+  }
+  
   # Warning if significance parameter not included in function call
   if (!missing(significance) && !is.null(recipe$Analysis$Workflow$Visualization$significance)) {
     if (significance != recipe$Analysis$Workflow$Visualization$significance) {
-- 
GitLab


From 27ea050f853020f1ecdbd197be52356f6600d418 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Tue, 9 Sep 2025 15:23:53 +0200
Subject: [PATCH 13/17] Add dots caption to plot_most_likely_terciles_map.R

---
 .../Visualization/R/plot_most_likely_terciles_map.R    | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/modules/Visualization/R/plot_most_likely_terciles_map.R b/modules/Visualization/R/plot_most_likely_terciles_map.R
index 67637c9b..74a166f9 100644
--- a/modules/Visualization/R/plot_most_likely_terciles_map.R
+++ b/modules/Visualization/R/plot_most_likely_terciles_map.R
@@ -161,10 +161,10 @@ plot_most_likely_terciles <- function(recipe,
           dim_dots <- dim(var_dots)
           if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
             var_dots <- as.numeric(var_dots <= 0)
-            dots_caption <- "Statistically non-significant grid points are marked"
+            dots_caption <- "Grid points with negative RPSS values are marked"
           } else {
             var_dots <- as.numeric(var_dots > 0)
-            dots_caption <- "Statistically significant grid points are marked"
+            dots_caption <- "Grid points with positive RPSS values are marked"
           }
           dim(var_dots) <- dim_dots
       } else {
@@ -356,6 +356,12 @@ plot_most_likely_terciles <- function(recipe,
             tmp$bar_titles <- NULL
             tmp$nmap <- NULL
             tmp$var_limits <- NULL
+            if (i_bar == 1) {
+              if (!is.null(dots_caption)) {
+                mtext(dots_caption, side = 1, line = 12, at = NA, adj = 0,
+                      cex = 0.9, col = "black")
+              }
+            }
             if (length(cb_info$brks[[i_bar]]) > 2) {
               # plot colorbar as normal
               do.call(ColorBar, tmp)
-- 
GitLab


From cd46f9ab5de64177347b657501a863a9e8dc2831 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Tue, 9 Sep 2025 15:38:44 +0200
Subject: [PATCH 14/17] Update caption in extreme_probabilities and
 forecast_map to state dotting is based on RPSS

---
 modules/Visualization/R/plot_extreme_probs.R | 4 ++--
 modules/Visualization/R/plot_forecast_map.R  | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index 22df1f48..a82be809 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -210,10 +210,10 @@ plot_extreme_probs <- function(recipe, fcst,
             dim_dots <- dim(var_dots)
             if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
               var_dots <- as.numeric(var_dots <= 0)
-              dots_caption <- "Statistically non-significant grid points are marked"
+              dots_caption <- "Grid points with negative RPSS values are marked"
             } else {
               var_dots <- as.numeric(var_dots > 0)
-              dots_caption <- "Statistically significant grid points are marked"
+              dots_caption <- "Grid points with positive RPSS values are marked"
             }
             dim(var_dots) <- dim_dots
           } else {
diff --git a/modules/Visualization/R/plot_forecast_map.R b/modules/Visualization/R/plot_forecast_map.R
index 04902002..5f3d770b 100644
--- a/modules/Visualization/R/plot_forecast_map.R
+++ b/modules/Visualization/R/plot_forecast_map.R
@@ -161,10 +161,10 @@ plot_forecast_map <- function(recipe, fcst, mask = NULL, dots = NULL,
         dim_dots <- dim(var_dots)
         if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
           var_dots <- as.numeric(var_dots <= 0)
-          dots_caption <- "Statistically non-significant grid points are marked"
+          dots_caption <- "Grid points with negative RPSS values are marked"
         } else {
           var_dots <- as.numeric(var_dots > 0)
-          dots_caption <- "Statistically significant grid points are marked"
+          dots_caption <- "Grid points with positive RPSS values are marked"
         }
         dim(var_dots) <- dim_dots
       } else {
-- 
GitLab


From f83355ccafc3b8626d139050f6e40af20fbd79c7 Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Tue, 9 Sep 2025 16:04:50 +0200
Subject: [PATCH 15/17] Bugfix plot_most_likely_terciles_map.R

---
 modules/Visualization/R/plot_most_likely_terciles_map.R | 1 +
 1 file changed, 1 insertion(+)

diff --git a/modules/Visualization/R/plot_most_likely_terciles_map.R b/modules/Visualization/R/plot_most_likely_terciles_map.R
index 74a166f9..606aa50a 100644
--- a/modules/Visualization/R/plot_most_likely_terciles_map.R
+++ b/modules/Visualization/R/plot_most_likely_terciles_map.R
@@ -169,6 +169,7 @@ plot_most_likely_terciles <- function(recipe,
           dim(var_dots) <- dim_dots
       } else {
         var_dots <- NULL
+        dots_caption <- NULL
       }
 
       # Plot title labels look different depending on horizon and aggregation
-- 
GitLab


From befa614fcc35f7850350c03fb9c5a60787f8eccc Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Thu, 18 Sep 2025 10:21:56 +0200
Subject: [PATCH 16/17] Improve RPSS dots caption (suggestion by @nperez)

---
 modules/Visualization/R/plot_extreme_probs.R            | 4 ++--
 modules/Visualization/R/plot_forecast_map.R             | 4 ++--
 modules/Visualization/R/plot_most_likely_terciles_map.R | 4 ++--
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index a82be809..b182c996 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -210,10 +210,10 @@ plot_extreme_probs <- function(recipe, fcst,
             dim_dots <- dim(var_dots)
             if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
               var_dots <- as.numeric(var_dots <= 0)
-              dots_caption <- "Grid points with negative RPSS values are marked"
+              dots_caption <- "Dots indicate negative RPSS"
             } else {
               var_dots <- as.numeric(var_dots > 0)
-              dots_caption <- "Grid points with positive RPSS values are marked"
+              dots_caption <- "Dots indicate positive RPSS"
             }
             dim(var_dots) <- dim_dots
           } else {
diff --git a/modules/Visualization/R/plot_forecast_map.R b/modules/Visualization/R/plot_forecast_map.R
index 5f3d770b..9a013d5a 100644
--- a/modules/Visualization/R/plot_forecast_map.R
+++ b/modules/Visualization/R/plot_forecast_map.R
@@ -161,10 +161,10 @@ plot_forecast_map <- function(recipe, fcst, mask = NULL, dots = NULL,
         dim_dots <- dim(var_dots)
         if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
           var_dots <- as.numeric(var_dots <= 0)
-          dots_caption <- "Grid points with negative RPSS values are marked"
+          dots_caption <- "Dots indicate negative RPSS"
         } else {
           var_dots <- as.numeric(var_dots > 0)
-          dots_caption <- "Grid points with positive RPSS values are marked"
+          dots_caption <- "Dots indicate positive RPSS"
         }
         dim(var_dots) <- dim_dots
       } else {
diff --git a/modules/Visualization/R/plot_most_likely_terciles_map.R b/modules/Visualization/R/plot_most_likely_terciles_map.R
index 606aa50a..b82d6b0f 100644
--- a/modules/Visualization/R/plot_most_likely_terciles_map.R
+++ b/modules/Visualization/R/plot_most_likely_terciles_map.R
@@ -161,10 +161,10 @@ plot_most_likely_terciles <- function(recipe,
           dim_dots <- dim(var_dots)
           if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
             var_dots <- as.numeric(var_dots <= 0)
-            dots_caption <- "Grid points with negative RPSS values are marked"
+            dots_caption <- "Dots indicate negative RPSS"
           } else {
             var_dots <- as.numeric(var_dots > 0)
-            dots_caption <- "Grid points with positive RPSS values are marked"
+            dots_caption <- "Dots indicate positive RPSS"
           }
           dim(var_dots) <- dim_dots
       } else {
-- 
GitLab


From 9146235680530817efda4e1b1857decc96b6944b Mon Sep 17 00:00:00 2001
From: ARIADNA BATALLA FERRES <ariadna.batalla@bsc.es>
Date: Thu, 18 Sep 2025 10:51:30 +0200
Subject: [PATCH 17/17] Variable name change to 'dots_on_points' so it's more
 user-friendly

---
 modules/Visualization/R/plot_extreme_probs.R   |  4 ++--
 modules/Visualization/R/plot_forecast_map.R    |  4 ++--
 modules/Visualization/R/plot_metrics.R         | 18 ++++++++++--------
 .../R/plot_most_likely_terciles_map.R          |  4 ++--
 modules/Visualization/Visualization.R          |  4 ++--
 recipe_template.yml                            |  2 +-
 6 files changed, 19 insertions(+), 17 deletions(-)

diff --git a/modules/Visualization/R/plot_extreme_probs.R b/modules/Visualization/R/plot_extreme_probs.R
index b182c996..5669efd8 100644
--- a/modules/Visualization/R/plot_extreme_probs.R
+++ b/modules/Visualization/R/plot_extreme_probs.R
@@ -208,10 +208,10 @@ plot_extreme_probs <- function(recipe, fcst,
                                               indices = var,
                                               drop = 'selected')
             dim_dots <- dim(var_dots)
-            if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
+            if (recipe$Analysis$Workflow$Visualization$dots_on_points == "significant") {
               var_dots <- as.numeric(var_dots <= 0)
               dots_caption <- "Dots indicate negative RPSS"
-            } else {
+            } else { # "non-significant"
               var_dots <- as.numeric(var_dots > 0)
               dots_caption <- "Dots indicate positive RPSS"
             }
diff --git a/modules/Visualization/R/plot_forecast_map.R b/modules/Visualization/R/plot_forecast_map.R
index 9a013d5a..7ba2e882 100644
--- a/modules/Visualization/R/plot_forecast_map.R
+++ b/modules/Visualization/R/plot_forecast_map.R
@@ -159,10 +159,10 @@ plot_forecast_map <- function(recipe, fcst, mask = NULL, dots = NULL,
                                           indices = var,
                                           drop = 'selected')
         dim_dots <- dim(var_dots)
-        if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
+        if (recipe$Analysis$Workflow$Visualization$dots_on_points == "significant") {
           var_dots <- as.numeric(var_dots <= 0)
           dots_caption <- "Dots indicate negative RPSS"
-        } else {
+        } else { # "non-significant"
           var_dots <- as.numeric(var_dots > 0)
           dots_caption <- "Dots indicate positive RPSS"
         }
diff --git a/modules/Visualization/R/plot_metrics.R b/modules/Visualization/R/plot_metrics.R
index 482cf36f..43b012dd 100644
--- a/modules/Visualization/R/plot_metrics.R
+++ b/modules/Visualization/R/plot_metrics.R
@@ -482,20 +482,22 @@ plot_metrics <- function(recipe, data_cube, metrics,
               } else {
                 if (significance == 'dots') {
                   if (projection != 'cylindrical_equidistant') {
-                    base_args[[10]] <- metric_significance[[i]][[1]]
-                    dots_caption <- paste0("Statistically significant grid points are marked", "\n")
-                    if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
+                    if (recipe$Analysis$Workflow$Visualization$dots_on_points == "significant") {
+                      base_args[[10]] <- metric_significance[[i]][[1]]
+                      dots_caption <- paste0("Dots indicate statistical significance", "\n")
+                    } else { # "non-significant"
                       base_args[[10]] <- 1 - base_args[[10]]
-                      dots_caption <- paste0("Statistically non-significant grid points are marked", "\n")
+                      dots_caption <- paste0("Dots indicate statistical non-significance", "\n")
                     }
                   } else {
                     # The position of arguments in base_args requires this cond
                     # so VizEquiMap plots dots when requested
-                    base_args[[2]] <- metric_significance[[i]][[1]]
-                    dots_caption <- paste0("Statistically significant grid points are marked", "\n")
-                    if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
+                    if (recipe$Analysis$Workflow$Visualization$dots_on_points == "significant") {
+                      base_args[[2]] <- metric_significance[[i]][[1]]
+                      dots_caption <- paste0("Dots indicate statistical significance", "\n")
+                    } else {
                       base_args[[2]] <- 1 - base_args[[2]]
-                      dots_caption <- paste0("Statistically non-significant grid points are marked", "\n")
+                      dots_caption <- paste0("Dots indicate statistical non-significance", "\n")
                     }
                   }
                   sign_file_label <- '_dots'
diff --git a/modules/Visualization/R/plot_most_likely_terciles_map.R b/modules/Visualization/R/plot_most_likely_terciles_map.R
index b82d6b0f..14406085 100644
--- a/modules/Visualization/R/plot_most_likely_terciles_map.R
+++ b/modules/Visualization/R/plot_most_likely_terciles_map.R
@@ -159,10 +159,10 @@ plot_most_likely_terciles <- function(recipe,
                                             indices = var,
                                             drop = 'selected')
           dim_dots <- dim(var_dots)
-          if (!recipe$Analysis$Workflow$Visualization$dots_on_significant_points) {
+          if (recipe$Analysis$Workflow$Visualization$dots_on_points == "significant") {
             var_dots <- as.numeric(var_dots <= 0)
             dots_caption <- "Dots indicate negative RPSS"
-          } else {
+          } else { # "non-significant"
             var_dots <- as.numeric(var_dots > 0)
             dots_caption <- "Dots indicate positive RPSS"
           }
diff --git a/modules/Visualization/Visualization.R b/modules/Visualization/Visualization.R
index 98f645bd..6fab018e 100644
--- a/modules/Visualization/Visualization.R
+++ b/modules/Visualization/Visualization.R
@@ -86,8 +86,8 @@ Visualization <- function(recipe,
   }
   
   # Set default dotting of non-significant grid points if not specified
-  if (is.null(recipe$Analysis$Workflow$Visualization$dots_on_significant_points)) {
-    recipe$Analysis$Workflow$Visualization$dots_on_significant_points <- FALSE
+  if (is.null(recipe$Analysis$Workflow$Visualization$dots_on_points)) {
+    recipe$Analysis$Workflow$Visualization$dots_on_points <- "non-significant"
   }
   
   # Warning if significance parameter not included in function call
diff --git a/recipe_template.yml b/recipe_template.yml
index 5fb59897..c948cb84 100644
--- a/recipe_template.yml
+++ b/recipe_template.yml
@@ -150,7 +150,7 @@ Analysis:
       significance: 'dots' # Type of mask for statistical significance. Options are 'dots', and yes/no. 'dots'. 'mask' and 'both' options are not available for projections other than cylindrical_equidistant.
       mask_terciles: no # Whether to mask the non-significant points by rpss in the most likely tercile plot. yes/true, no/false or 'both'. Default is no/false. (Optional, str)
       dots_terciles: yes # Whether to dot the non-significant points by rpss in the most likely tercile plot. yes/true, no/false or 'both'. Default is no/false. (Optional, str)
-      dots_on_significant_points: no # Whether to dot the significant grid points. Either yes/true or no/false.
+      dots_on_points: "non-significant" # Which grid points to dot, if dots are requested. Either "significant" or "non-significant".
       mask_ens: no # Whether to mask the non-significant points by rpss in the forecast ensemble mean plot. yes/true, no/false or 'both'. Default is no/false. (Optional, str)
       shapefile: # path to a shapefile (*.shp) to include in the plots. Only available for the cylindrical equidistant projection. (Optional, str)
       logo: tools/BSC_logo_95.jpg # path to a logo (*.png or *.jpg/jpeg) to include in the plots. (Optional, str)
-- 
GitLab