From fa9fd0c4f498682df5335da10b5bc711086e3ac5 Mon Sep 17 00:00:00 2001
From: Daniel Kalioudjoglou
 <daniel.kalioudjoglou@developpement-durable.gouv.fr>
Date: Wed, 26 May 2021 12:48:10 +0200
Subject: [PATCH 1/2] correction de 2 NOTES dans le check

---
 DESCRIPTION | 3 +--
 R/globals.R | 2 +-
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 6c4c1d7..53da080 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -38,8 +38,7 @@ Imports:
     stringr,
     tidyr,
     tricky,
-    utils,
-    sf
+    utils
 Suggests: 
     knitr,
     rmarkdown,
diff --git a/R/globals.R b/R/globals.R
index 4fe0d75..d0aa799 100644
--- a/R/globals.R
+++ b/R/globals.R
@@ -1,4 +1,4 @@
 utils::globalVariables(
-  c("teruti","result","observatoire_artificialisation",".data","variable",
+  c("teruti","result","observatoire_artificialisation",".data","variable",".",
     "valeur","etalement_urbain")
 )
-- 
GitLab


From b49909bdef30b7fbc329d2303d0f1898ecc7a8f2 Mon Sep 17 00:00:00 2001
From: Daniel Kalioudjoglou
 <daniel.kalioudjoglou@developpement-durable.gouv.fr>
Date: Thu, 27 May 2021 16:56:16 +0200
Subject: [PATCH 2/2] creation graphique taux evolution artificialisation

---
 NAMESPACE                                     |   2 +
 R/creer_graphe_2_3.R                          |  58 ++++
 R/data.R                                      |  15 ++
 R/globals.R                                   |   2 +-
 data-raw/dataprep.R                           |  10 +
 data/observatoire_artificialisation_gk3.rda   | Bin 0 -> 132143 bytes
 devstuff_history.R                            |   5 +
 .../publication/skeleton/skeleton.Rmd         |   4 +
 man/creer_graphe_2_3.Rd                       |  20 ++
 man/observatoire_artificialisation_gk3.Rd     |  28 ++
 tests/testthat/test-creer_graphe_2_3.R        |   7 +
 vignettes/bc-ch2-3.Rmd                        |  30 +++
 vignettes/test.R                              | 255 ++++--------------
 13 files changed, 225 insertions(+), 211 deletions(-)
 create mode 100644 R/creer_graphe_2_3.R
 create mode 100644 data/observatoire_artificialisation_gk3.rda
 create mode 100644 man/creer_graphe_2_3.Rd
 create mode 100644 man/observatoire_artificialisation_gk3.Rd
 create mode 100644 tests/testthat/test-creer_graphe_2_3.R
 create mode 100644 vignettes/bc-ch2-3.Rmd

diff --git a/NAMESPACE b/NAMESPACE
index 624b64a..2e51793 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -8,6 +8,7 @@ export(creer_carte_3_2)
 export(creer_graphe_1_1)
 export(creer_graphe_1_4)
 export(creer_graphe_1_5)
+export(creer_graphe_2_3)
 export(creer_graphe_2_4)
 export(format_fr_pct)
 importFrom(attempt,stop_if_not)
@@ -44,6 +45,7 @@ importFrom(ggplot2,geom_sf)
 importFrom(ggplot2,geom_text)
 importFrom(ggplot2,ggplot)
 importFrom(ggplot2,labs)
+importFrom(ggplot2,position_dodge)
 importFrom(ggplot2,scale_fill_manual)
 importFrom(ggplot2,scale_size_area)
 importFrom(ggplot2,scale_x_discrete)
diff --git a/R/creer_graphe_2_3.R b/R/creer_graphe_2_3.R
new file mode 100644
index 0000000..00b98fe
--- /dev/null
+++ b/R/creer_graphe_2_3.R
@@ -0,0 +1,58 @@
+#' Creation du graphique du taux d'evolution 2009/19 (%) de l'artificialisation cadastree des differentes regions.
+#' @description Graphique du taux d'evolution 2009/19 (%) de l'artificialisation cadastree des differentes regions.
+#'
+#' @param millesime_obs_artif_gk3 une année parmi les millesimes sélectionnables par l'utilisateur, au format numerique.
+#'
+#' @return Un diagramme en barres
+#'
+#' @importFrom dplyr mutate filter select group_by case_when
+#' @importFrom forcats fct_reorder
+#' @importFrom ggplot2 ggplot aes geom_bar geom_text position_dodge coord_flip labs theme element_text scale_y_continuous
+#' @importFrom glue glue
+#' @importFrom scales number_format
+#'
+#' @export
+#'
+#' @examples
+#' creer_graphe_2_3(millesime_obs_artif_gk3=2019)
+
+creer_graphe_2_3 <- function(millesime_obs_artif_gk3){
+
+  # Creation de la table utile a la production du graphique
+  data <- observatoire_artificialisation_gk3 %>%
+    dplyr::mutate(date=year(.data$date)) %>%
+    dplyr::filter(.data$TypeZone == "R\u00e9gions",
+                  !(.data$CodeZone %in% c("01","02","03","04","06")),
+                  .data$date == millesime_obs_artif_gk3 | .data$date == millesime_obs_artif_gk3 - 9) %>%
+    dplyr::select (-.data$surface_naf) %>%
+    dplyr::group_by(.data$TypeZone,.data$Zone,.data$CodeZone) %>%
+    summarise(evolution=round((sum(.data$surface_artificialisee[which(date==2019)],na.rm=T) - sum(.data$surface_artificialisee[which(date==2010)],na.rm=T))/10000,0)) %>%
+    dplyr::mutate(couleur_barre = dplyr::case_when(
+      .data$CodeZone=="52"~ 1,
+      TRUE ~ 0))
+
+  valeur_max <- max(data$evolution,na.rm=T)
+  millesime_debut <- millesime_obs_artif_gk3 - 9
+
+  graph_2_3<-data  %>%
+    ggplot2::ggplot(ggplot2::aes(x=forcats::fct_reorder(.data$Zone,.data$evolution,.desc=F), ymax=valeur_max+5000, y=.data$evolution,fill=.data$couleur_barre)) +
+    ggplot2::geom_bar(stat="identity")+
+    ggplot2::geom_text(ggplot2::aes(y=.data$evolution ,
+                                    label=.data$evolution,
+                                    color = .data$couleur_barre
+    ),
+    position= ggplot2::position_dodge(width=1),
+    vjust=0.5,
+    hjust=-0.5,
+    size=3) +
+    ggplot2::coord_flip(expand = FALSE) +
+    ggplot2::labs(title=glue::glue("\u00e9volution {millesime_debut} - {millesime_obs_artif_gk3} en hectares\nde l'artificialisation cadastr\u00e9e par r\u00e9gion"),
+                  subtitle="",x="",y="",
+                  fill="",
+                  caption = glue::glue("Source : Observatoire artificialisation {millesime_obs_artif_gk3}"))+
+    ggplot2::theme(axis.text.x = ggplot2::element_text(), legend.position = "none") +
+    ggplot2::scale_y_continuous(labels = scales::number_format(suffix = "", accuracy = 1))
+
+  return(graph_2_3)
+
+}
diff --git a/R/data.R b/R/data.R
index 73a3290..577f68a 100644
--- a/R/data.R
+++ b/R/data.R
@@ -73,3 +73,18 @@
 #' }
 #' @source \url{https://agreste.agriculture.gouv.fr/agreste-web/disaron/W0020/detail/}
 "etalement_urbain"
+
+#' Table contenant les différents indicateurs de la source observatoire_artificialisation_gk3 utiles pour la publication.
+#'
+#' @encoding UTF-8
+#' @format  Table de 363090 lignes et 6 colonnes:
+#' \describe{
+#'   \item{TypeZone}{Type de territoire}
+#'   \item{CodeZone}{Code du territoire}
+#'   \item{Zone}{Libellé du territoire}
+#'   \item{date}{Millésime de la source}
+#'   \item{surface_artificialisee}{surface artificialisee}
+#'   \item{surface_naf}{surface naturelle agricole et forestiere}
+#' }
+#' @source \url{https://agreste.agriculture.gouv.fr/agreste-web/disaron/W0020/detail/}
+"observatoire_artificialisation_gk3"
diff --git a/R/globals.R b/R/globals.R
index d0aa799..714b0a4 100644
--- a/R/globals.R
+++ b/R/globals.R
@@ -1,4 +1,4 @@
 utils::globalVariables(
   c("teruti","result","observatoire_artificialisation",".data","variable",".",
-    "valeur","etalement_urbain")
+    "valeur","etalement_urbain","observatoire_artificialisation_gk3")
 )
diff --git a/data-raw/dataprep.R b/data-raw/dataprep.R
index 88bfa8c..e142ca8 100644
--- a/data-raw/dataprep.R
+++ b/data-raw/dataprep.R
@@ -64,6 +64,9 @@ observatoire_artificialisation<-dbReadTable(con_datamart,
 etalement_urbain<-dbReadTable(con_datamart,
                                             c("portrait_territoires","indicateur_etalement_urbain"))
 
+# chargement donnees observatoire artificialisation Geokit3 depuis SGBD
+observatoire_artificialisation_gk3<-dbReadTable(con_datamart,
+                                            c("portrait_territoires","indicateur_observatoire_artificialisation_geokit3"))
 
 # chargement des tables cogifiées d'indicateurs territoriaux
 load("extdata/cogifiee_chargement_ocsge.RData")
@@ -127,10 +130,17 @@ etalement_urbain <- etalement_urbain %>%
          TypeZone = iconv(TypeZone,to = "UTF-8")) %>%
   mutate(across(where(is.character),as.factor))
 
+observatoire_artificialisation_gk3 <- observatoire_artificialisation_gk3 %>%
+  filter(CodeZone %in% liste_52 | TypeZone == "Régions"| TypeZone == "D\u00e9partements") %>%
+  mutate(Zone = iconv(Zone,to = "UTF-8"),
+         TypeZone = iconv(TypeZone,to = "UTF-8")) %>%
+  mutate(across(where(is.character),as.factor))
+
 rm(liste_52)
 
 usethis::use_data(result, overwrite = TRUE, internal = FALSE)
 usethis::use_data(teruti, overwrite = TRUE, internal = FALSE)
 usethis::use_data(observatoire_artificialisation, overwrite = TRUE, internal = FALSE)
+usethis::use_data(observatoire_artificialisation_gk3, overwrite = TRUE, internal = FALSE)
 usethis::use_data(etalement_urbain, overwrite = TRUE, internal = FALSE)
 usethis::use_data(metadata_donnee, overwrite = TRUE, internal = FALSE)
diff --git a/data/observatoire_artificialisation_gk3.rda b/data/observatoire_artificialisation_gk3.rda
new file mode 100644
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diff --git a/devstuff_history.R b/devstuff_history.R
index bb1d14d..07bb31e 100644
--- a/devstuff_history.R
+++ b/devstuff_history.R
@@ -60,6 +60,11 @@ usethis::use_vignette("bb-ch2-2","bb- Chapitre 2 Carte 2")
 usethis::use_r("creer_carte_2_2")
 usethis::use_test("creer_carte_2_2")
 
+##creer_graphe_2_3
+usethis::use_vignette("bc-ch2-3","bc- Chapitre 2 Graphe 3")
+usethis::use_r("creer_graphe_2_3")
+usethis::use_test("creer_graphe_2_3")
+
 ##creer_graphe_2_4
 usethis::use_vignette("bd-ch2-4","bd- Chapitre 2 Graphe 4")
 usethis::use_r("creer_graphe_2_4")
diff --git a/inst/rmarkdown/templates/publication/skeleton/skeleton.Rmd b/inst/rmarkdown/templates/publication/skeleton/skeleton.Rmd
index 6d18f1b..59b3f8c 100644
--- a/inst/rmarkdown/templates/publication/skeleton/skeleton.Rmd
+++ b/inst/rmarkdown/templates/publication/skeleton/skeleton.Rmd
@@ -10,6 +10,7 @@ params:
   millesime_ocsge: 2017
   millesime_obs_artif: 2019
   millesime_etalement_urbain: 2018
+  millesime_obs_artif_gk3: 2019
   
 title: "L'artificialisation des sols en Pays de la loire en `r params$millesime_observatoire_artificialisation`"
 ---
@@ -73,6 +74,9 @@ creer_carte_2_2( params$millesime_obs_artif)
 
 
 
+```{r graph  du taux d evolution de l artificialisation cadastree des differentes regions,fig.width=9,fig.height=7}
+creer_graphe_2_3( params$millesime_obs_artif_gk3)
+```
 
 ```{r graph conso espace departements 10 ans,fig.width=5,fig.height=7}
 creer_graphe_2_4( params$millesime_obs_artif)
diff --git a/man/creer_graphe_2_3.Rd b/man/creer_graphe_2_3.Rd
new file mode 100644
index 0000000..b7788d3
--- /dev/null
+++ b/man/creer_graphe_2_3.Rd
@@ -0,0 +1,20 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/creer_graphe_2_3.R
+\name{creer_graphe_2_3}
+\alias{creer_graphe_2_3}
+\title{Creation du graphique du taux d'evolution 2009/19 (\%) de l'artificialisation cadastree des differentes regions.}
+\usage{
+creer_graphe_2_3(millesime_obs_artif_gk3)
+}
+\arguments{
+\item{millesime_obs_artif_gk3}{une année parmi les millesimes sélectionnables par l'utilisateur, au format numerique.}
+}
+\value{
+Un diagramme en barres
+}
+\description{
+Graphique du taux d'evolution 2009/19 (\%) de l'artificialisation cadastree des differentes regions.
+}
+\examples{
+creer_graphe_2_3(millesime_obs_artif_gk3=2019)
+}
diff --git a/man/observatoire_artificialisation_gk3.Rd b/man/observatoire_artificialisation_gk3.Rd
new file mode 100644
index 0000000..3f320cd
--- /dev/null
+++ b/man/observatoire_artificialisation_gk3.Rd
@@ -0,0 +1,28 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\encoding{UTF-8}
+\name{observatoire_artificialisation_gk3}
+\alias{observatoire_artificialisation_gk3}
+\title{Table contenant les différents indicateurs de la source observatoire_artificialisation_gk3 utiles pour la publication.}
+\format{
+Table de 363090 lignes et 6 colonnes:
+\describe{
+\item{TypeZone}{Type de territoire}
+\item{CodeZone}{Code du territoire}
+\item{Zone}{Libellé du territoire}
+\item{date}{Millésime de la source}
+\item{surface_artificialisee}{surface artificialisee}
+\item{surface_naf}{surface naturelle agricole et forestiere}
+}
+}
+\source{
+\url{https://agreste.agriculture.gouv.fr/agreste-web/disaron/W0020/detail/}
+}
+\usage{
+observatoire_artificialisation_gk3
+}
+\description{
+Table contenant les différents indicateurs de la source observatoire_artificialisation_gk3 utiles pour la publication.
+}
+\keyword{datasets}
diff --git a/tests/testthat/test-creer_graphe_2_3.R b/tests/testthat/test-creer_graphe_2_3.R
new file mode 100644
index 0000000..c55faaf
--- /dev/null
+++ b/tests/testthat/test-creer_graphe_2_3.R
@@ -0,0 +1,7 @@
+test_that("creer_graphe_2_3 fonctionne", {
+
+  # Test que le graphe est un ggplot
+  objet <- creer_graphe_2_3(millesime_obs_artif_gk3=2019)
+  testthat::expect_equal(attr(objet, "class"), c("gg","ggplot"))
+
+})
diff --git a/vignettes/bc-ch2-3.Rmd b/vignettes/bc-ch2-3.Rmd
new file mode 100644
index 0000000..96acb92
--- /dev/null
+++ b/vignettes/bc-ch2-3.Rmd
@@ -0,0 +1,30 @@
+---
+title: "bc- Chapitre 2 Graphe 3"
+output: rmarkdown::html_vignette
+vignette: >
+  %\VignetteIndexEntry{bc- Chapitre 2 Graphe 3}
+  %\VignetteEngine{knitr::rmarkdown}
+  %\VignetteEncoding{UTF-8}
+---
+
+```{r, include = FALSE}
+knitr::opts_chunk$set(
+  collapse = TRUE,
+  echo = FALSE, 
+  message = FALSE, 
+  warning = FALSE, 
+  error = FALSE,
+  comment = "#>",
+  fig.width = 9,
+  fig.height = 7
+)
+
+```
+
+# Descriptif
+La fonction `creer_graphe_2_3()` produit le graphique du taux d'evolution 2009/19 (%) de l'artificialisation cadastree des differentes regions.
+
+```{r setup}
+library(propre.artificialisation)
+creer_graphe_2_3(millesime_obs_artif_gk3 = 2019)
+```
diff --git a/vignettes/test.R b/vignettes/test.R
index 76da186..bee4bcf 100644
--- a/vignettes/test.R
+++ b/vignettes/test.R
@@ -1,223 +1,58 @@
-#' Creation de la carte de l evolution de l artificialisation sur 10 ans en ha par departement
-#' @description Carte de l evolution de l artificialisation sur 10 ans en ha par departement
+#' Creation du graphique du taux d'evolution 2009/19 (%) de l'artificialisation cadastree des differentes regions.
+#' @description Graphique du taux d'evolution 2009/19 (%) de l'artificialisation cadastree des differentes regions.
 #'
-#' @param millesime_obs_artif une année parmi les millesimes sélectionnables par l'utilisateur, au format numerique.
+#' @param millesime_teruti une année parmi les millesimes sélectionnables par l'utilisateur, au format numerique.
 #'
-#' @return Une carte
+#' @return Un diagramme en barres
 #'
-#' @importFrom dplyr filter select mutate arrange
-#' @importFrom forcats fct_drop fct_relevel
-#' @importFrom ggplot2 ggplot geom_bar aes geom_text labs facet_wrap theme element_text scale_y_continuous
-#' @importFrom gouvdown scale_fill_gouv_discrete
+#' @importFrom dplyr mutate filter select group_by case_when
+#' @importFrom forcats fct_reorder
+#' @importFrom ggplot2 ggplot aes geom_bar geom_text position_dodge coord_flip labs theme element_text scale_y_continuous
 #' @importFrom glue glue
-#' @importFrom lubridate year
-#' @importFrom stringr str_wrap
-#' @importFrom mapfactory format_fr
+#' @importFrom scales number_format
 #'
 #' @export
 #'
 #' @examples
-#' creer_carte_2_2(millesime_obs_artif = 2019)
+#' creer_graphe_2_3(millesime_obs_artif_gk3=2019)
 
-millesime_etalement_urbain=2018
-
-  data <- etalement_urbain %>%
-    dplyr::filter(.data$TypeZone == "Communes",
-                  .data$date == lubridate::make_date(millesime_etalement_urbain,"01","01"))%>%
-    dplyr::mutate(indicateur_etalement_urbain = forcats::fct_rev(.data$indicateur_etalement_urbain))
-
-  fond_carte <- mapfactory::fond_carto(nom_reg = "Pays de la Loire")
-
-  localisation_classe6 <- fond_carte$communes %>%
-    dplyr::filter(DEPCOM=="53125") %>%
-    sf::st_centroid() %>%
-    sf::st_geometry() %>%
-    sf::st_coordinates()
-
-  localisation_classe2a <- fond_carte$communes %>%
-    dplyr::filter(DEPCOM=="44072") %>%
-    sf::st_point_on_surface() %>%
-    sf::st_geometry() %>%
-    sf::st_coordinates()
-
- #  # reflexions sur automatisation du choix communes de référence
- # ideal_class3_x <- 390000 #coordonnées du point ideal
- # ideal_class3_y <- 6630000
- # choix_class3 <- data  %>%
- #   dplyr::filter(indicateur_etalement_urbain == "classe 3")   #on ne conserve que les class 3
- # # ajouter dans cette table une colonne avec les coordonnéesdu centre de la commune
- # #et une autre avec celles du point ideal
- # # creer une colonne avec une fonction qui calcule la distance entre les 2 colonnes précedentes
- # # prendre la valeur la plus faible de cette colonne et extraire le code commune
- # # utiliser ce code dans localisation_class_3
-
-  localisation_classe3 <- fond_carte$communes %>%
-    dplyr::filter(DEPCOM=="85289") %>%
-    sf::st_point_on_surface() %>%
-    sf::st_geometry() %>%
-    sf::st_coordinates()
-
-millesime_obs_artif=2019
-library(COGiter)
-
-creer_graphe_2_2 <- function(millesime_obs_artif) {
-
-  # calcul des millesimes extremes du graphique
-  millesime_debut <- millesime_obs_artif - 10
-  millesime_fin <- millesime_obs_artif - 1
+creer_graphe_2_3 <- function(millesime_obs_artif_gk3){
 
   # Creation de la table utile a la production du graphique
-  data <- observatoire_artificialisation %>%
-    dplyr::filter(.data$TypeZone == "D\u00e9partements") %>%
-    dplyr::filter( !(.data$CodeZone %in% c("971","972","973","974","975","976") )) %>%
-    dplyr::select(.data$CodeZone,.data$TypeZone, .data$Zone, .data$date, .data$flux_naf_artificialisation_total) %>%
-    dplyr::mutate(flux_naf_artificialisation_total = .data$flux_naf_artificialisation_total / 10000) %>%
-    dplyr::mutate(date = as.character(lubridate::year(.data$date - 1))) %>%
-    dplyr::filter(.data$date < millesime_obs_artif, .data$date > millesime_obs_artif - 11) %>% # conserve les 10 derniers millesimes
-    dplyr::arrange(.data$Zone) %>%
-    dplyr::group_by(.data$CodeZone,.data$TypeZone, .data$Zone)  %>%
-    dplyr::summarise(`total en hectares`= sum(.data$flux_naf_artificialisation_total,na.rm=T)) %>%
-    dplyr::left_join(COGiter::departements_geo,by=c("CodeZone"="DEP"))
-  data <- sf::st_as_sf(data)
-
-  # creation de la carte
-  monde_file <- system.file("maps","countries_voisins-10m.gpkg",package = "mapfactory")
-  monde <- sf::read_sf(monde_file) %>%
-    dplyr::select(.data$name)
-
-  bbox_reg <- sf::st_bbox(sf::st_buffer(data,50000))
-
-  y_min = bbox_reg$ymin
-  y_max = bbox_reg$ymax
-  x_min = bbox_reg$xmin
-  x_max = bbox_reg$xmax
-
-  carte_2_2 <- ggplot2::ggplot(data)+
-    ggplot2::geom_sf(data = monde,fill="light grey")+
-    ggplot2::geom_sf(fill="white")+
-    ggplot2::stat_sf_coordinates(ggplot2::aes(size=.data$`total en hectares`,
-                                              fill=.data$`total en hectares`),
-                                 color="black",
-                                 shape=21,
-                                 alpha = 0.8)+
-    ggplot2::coord_sf(
-      xlim = c(x_min, x_max),
-      ylim = c(y_min, y_max),
-      expand = FALSE,
-      crs = sf::st_crs(data),
-      datum = NA
-    )+
-    ggplot2::theme(
-      panel.background = ggplot2::element_rect(fill = "light blue"))+
-    gouvdown::scale_fill_gouv_continuous(palette = "pal_gouv_o", reverse = TRUE, name="")+
-    # ggplot2::scale_size_area(name="")+
-    # ggplot2::scale_size(range = c(0,15))
-    ggplot2::scale_size_continuous(range = c(0,20))+
-    ggplot2::labs(title=glue::glue("Surfaces artificialis\u00e9es de {millesime_debut} \u00e0 {millesime_fin}"),
-                  subtitle="",
-                  y="",
-                  x="",
-                  caption = glue::glue("Source : DGFip/Cerema {millesime_obs_artif}"))
-
-
-
-
-
-
-
-
-
-  return(carte_2_2)
-}
-
-  localisation_classe5 <- fond_carte$communes %>%
-    dplyr::filter(DEPCOM=="49224") %>%
-    sf::st_point_on_surface() %>%
-    sf::st_geometry() %>%
-    sf::st_coordinates()
-
-  carte_3_2 <- mapfactory::creer_carte_categorie_communes(data = data,
-                                                          code_region=52,
-                                                          carto = fond_carte,
-                                                          palette = "pal_gouv_o",
-                                                          inverse = FALSE,
-                                                          indicateur = .data$indicateur_etalement_urbain,
-                                                          titre = glue::glue("Etalement urbain en Pays de la Loire par commune \n au 1er janvier {millesime_etalement_urbain}"),
-                                                          bas_de_page = glue::glue("Source :  {millesime_etalement_urbain}"),
-                                                          suffixe = NULL
-  ) +
-    ggplot2::annotate("curve",
-                      x = 350000,
-                      y=6818000,
-                      xend = localisation_classe6[1],
-                      yend = localisation_classe6[2],
-                      color =  "#D66C58",
-                      arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches"))
-    ) +
-    ggplot2::annotate("label",
-                      x = 350000,
-                      y=6818000,
-                      label="classe 6 :\nTerritoires pour lesquels \nla population décroit et \nl'artificialisation progresse",
-                      label.r = ggplot2::unit(0,"lines"),
-                      size = 3,
-                      family = "Marianne",
-                      fill = "#D66C58",
-                      color = "white") +
-    ggplot2::annotate("curve",
-                      x = 320000,
-                      y=6760000,
-                      xend = localisation_classe2a[1],
-                      yend = localisation_classe2a[2],
-                      color =  "black",
-                      arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches"))
-    ) +
-    ggplot2::annotate("label",
-                      x = 320000,
-                      y=6760000,
-                      label="classe 2a :\nTerritoires pour lesquels \nla population croit moins vite \nque l'artificialisation",
-                      label.r = ggplot2::unit(0,"lines"),
-                      size = 3,
-                      family = "Marianne",
-                      fill = "#FFF2F1",
-                      color = "black") +
-
-    ggplot2::annotate("curve",
-                      x = 470000,
-                      y=6603000,
-                      xend = localisation_classe3[1],
-                      yend = localisation_classe3[2],
-                      color =  "black",
-                      arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches"))
-    ) +
-    ggplot2::annotate("label",
-                      x = 470000,
-                      y=6603000,
-                      label="classe 3 :\nTerritoires pour lesquels \nla population croit moins vite \nque l'artificialisation",
-                      label.r = ggplot2::unit(0,"lines"),
-                      size = 3,
-                      family = "Marianne",
-                      fill = "#FFC9C2",
-                      color = "black") +
-    ggplot2::annotate("curve",
-                      x = 500000,
-                      y=6643000,
-                      xend = localisation_classe5[1],
-                      yend = localisation_classe5[2],
-                      color =  "black",
-                      arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches"))
-    ) +
-    ggplot2::annotate("label",
-                      x = 500000,
-                      y=6643000,
-                      label="classe 5 :\nTerritoires pour lesquels \nla population croit moins vite \nque l'artificialisation",
-                      label.r = ggplot2::unit(0,"lines"),
-                      size = 3,
-                      family = "Marianne",
-                      fill = "#F66E4E",
-                      color = "black")
-
-
-
-  return(carte_3_2)
+  data <- observatoire_artificialisation_gk3 %>%
+    dplyr::mutate(date=year(.data$date)) %>%
+    dplyr::filter(.data$TypeZone == "R\u00e9gions",
+                  !(.data$CodeZone %in% c("01","02","03","04","06")),
+                  .data$date == millesime_obs_artif_gk3 | .data$date == millesime_obs_artif_gk3 - 9) %>%
+    dplyr::select (-.data$surface_naf) %>%
+    dplyr::group_by(.data$TypeZone,.data$Zone,.data$CodeZone) %>%
+    summarise(evolution=round((sum(surface_artificialisee[which(date==2019)],na.rm=T) - sum(surface_artificialisee[which(date==2010)],na.rm=T))/10000,0)) %>%
+    dplyr::mutate(couleur_barre = dplyr::case_when(
+      .data$CodeZone=="52"~ 1,
+      TRUE ~ 0))
+
+  valeur_max <- max(data$evolution,na.rm=T)
+  millesime_debut <- millesime_obs_artif_gk3 - 9
+
+  graph_2_3<-data  %>%
+    ggplot2::ggplot(ggplot2::aes(x=forcats::fct_reorder(.data$Zone,.data$evolution,.desc=F), ymax=valeur_max+5000, y=.data$evolution,fill=.data$couleur_barre)) +
+    ggplot2::geom_bar(stat="identity")+
+    ggplot2::geom_text(ggplot2::aes(y=.data$evolution ,
+                                    label=.data$evolution,
+                                    color = .data$couleur_barre
+    ),
+    position= ggplot2::position_dodge(width=1),
+    vjust=0.5,
+    hjust=-0.5,
+    size=3) +
+    ggplot2::coord_flip(expand = FALSE) +
+    ggplot2::labs(title=glue::glue("\u00e9volution {millesime_debut} - {millesime_obs_artif_gk3} en hectares\nde l'artificialisation cadastr\u00e9e par r\u00e9gion"),
+                  subtitle="",x="",y="",
+                  fill="",
+                  caption = glue::glue("Source : Observatoire artificialisation {millesime_obs_artif_gk3}"))+
+    ggplot2::theme(axis.text.x = ggplot2::element_text(), legend.position = "none") +
+    ggplot2::scale_y_continuous(labels = scales::number_format(suffix = "", accuracy = 1))
+
+  return(graph_1_1)
 
 }
-- 
GitLab