From a0328aa88c9fe2ddcf8d9d253a770d2ce3bcef29 Mon Sep 17 00:00:00 2001
From: Torsten Wiebke Travelmate <t.wiebke@mailbox.org>
Date: Thu, 3 Oct 2024 00:21:23 +0200
Subject: [PATCH] =?UTF-8?q?Altersklasse=20=C3=BCber=20Standfl=C3=A4che=20u?=
 =?UTF-8?q?nd=20Normalwaldfl=C3=A4che?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../BWI-LFE_MLUK.qmd"                         |  62 +++-
 .../librarys-datimport.qmd"                   | 298 ++++++++++++------
 R_bwi/data/Waldfl_Ba.xlsx                     | Bin 64735 -> 64682 bytes
 R_bwi/data/trackt_eckenanzahl.rds             | Bin 0 -> 249 bytes
 R_bwi/data/v_top_wzp.rds                      | Bin 0 -> 467 bytes
 "R_bwi/data/ver_waldfl\303\244che.xlsx"       | Bin 48704 -> 52627 bytes
 .../bwi_interpretationsworkshop.qmd           |   2 +-
 .../data/strukt_beim_besttyp.xlsx             | Bin 17741 -> 20277 bytes
 8 files changed, 252 insertions(+), 110 deletions(-)
 create mode 100644 R_bwi/data/trackt_eckenanzahl.rds
 create mode 100644 R_bwi/data/v_top_wzp.rds

diff --git "a/R_bwi/bwi_ver\303\266ffentlichung/BWI-LFE_MLUK.qmd" "b/R_bwi/bwi_ver\303\266ffentlichung/BWI-LFE_MLUK.qmd"
index c82f4fb..a34ebe1 100644
--- "a/R_bwi/bwi_ver\303\266ffentlichung/BWI-LFE_MLUK.qmd"
+++ "b/R_bwi/bwi_ver\303\266ffentlichung/BWI-LFE_MLUK.qmd"
@@ -965,20 +965,58 @@ ggplot(
 
 ### Altersstruktur
 
+```{r normalwaldmodellfläche include=FALSE}
+# Berechne die Normalwaldmodellfläche
+mittlere_Produktionszeit <- 120
+normalwaldmodellflaeche22_100 <- (bb_stndfl_ba_22 %>% 
+                                    filter(Baumartengruppe == "alle Baumarten" & Altersklasse == "alle Baumaltersklassen" ) %>% 
+                                    select(Fläche) %>% 
+                                    pull() / mittlere_Produktionszeit) * 20
+```
+
 ```{r}
+# Extrahiere die Baumartengruppen, die im Plot verwendet werden
+baumarten_im_plot <- bb_stndfl_ba_22 %>%
+  filter(Altersklasse != "alle Baumaltersklassen" & 
+         !Baumartengruppe %in% c("alle Baumarten", "alle Laubbäume", "alle Nadelbäume")) %>%
+  distinct(Baumartengruppe) %>%
+  pull(Baumartengruppe)
+
+# Filtere ba_farben so, dass nur die Farben verwendet werden, die im Plot vorkommen
+farben_fuer_plot <- ba_farben[names(ba_farben) %in% baumarten_im_plot]
+ggplot(bb_stndfl_ba_22 %>% 
+         filter(Altersklasse != "alle Baumaltersklassen" & 
+                  !Baumartengruppe %in% c("alle Baumarten", "alle Laubbäume", "alle Nadelbäume")),   # Entfernen der Gesamtklassen
+       aes(x = Altersklasse, y = Fläche, fill = Baumartengruppe)) +
+  geom_bar(stat = "identity", position = "stack") +  # Gestapeltes Balkendiagramm
+  
+  # Linie von II (21 - 40 Jahre) bis VI (101 - 120 Jahre)
+  geom_segment(aes(x = 1.5, xend = 6.5, y = normalwaldmodellflaeche22_100, yend = normalwaldmodellflaeche22_100), 
+               linetype = "dashed", color = "red") +
+  
+  # Beschriftung über der Linie
+  annotate("text", x = 2, y = normalwaldmodellflaeche22_100 + 5000, label = paste("Normalwaldmodellfläche bei ", mittlere_Produktionszeit, "Jahren"), color = "red", hjust = 0) +  # Beschriftung der Linie
+  labs(x = "Altersklasse", y = "Fläche [ha]", 
+       title = "Standflächen der Baumarten über die Altersklassen") +
+  theme_minimal() +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +  # X-Achse-Beschriftungen drehen
+  scale_y_continuous(labels = scales::comma_format(big.mark = ".", decimal.mark = ",")) +  # Tausenderformat
+  scale_fill_manual(values = farben_fuer_plot)  # Farben aus ba_farben verwenden
+```
+
 
-bb_vor_bhd_akl_22_long$Altersklasse <- factor(bb_vor_bhd_akl_22_long$Altersklasse, 
-  levels = c("1 - 20 Jahre", "21 - 40 Jahre", "41 - 60 Jahre", 
-             "61 - 80 Jahre", "81 - 100 Jahre", "101 - 120 Jahre", 
-             "121 - 140 Jahre", "141 - 160 Jahre", "> 160 Jahre"),
-  labels = c("I\n1 - 20 Jahre", "II\n21 - 40 Jahre", "III\n41 - 60 Jahre", 
-             "IV\n61 - 80 Jahre", "V\n81 - 100 Jahre", "VI\n101 - 120 Jahre", 
-             "VII\n121 - 140 Jahre", "VIII\n141 - 160 Jahre", "IX\n> 160 Jahre"))
-# Umordnen der Faktorstufen basierend auf einem numerischen Wert, der jeder Kategorie zugewiesen wird
-bb_vor_bhd_akl_22_long$Brusthöhendurchmesser <- factor(bb_vor_bhd_akl_22_long$Brusthöhendurchmesser, 
-  levels = c("ab 90 cm", "80,0 - 89,9 cm", "70,0 - 79,9 cm", "60,0 - 69,9 cm", "50,0 - 59,9 cm", 
-             "40,0 - 49,9 cm", "30,0 - 39,9 cm", "20,0 - 29,9 cm" , "10,0 - 19,9 cm", "7,0 - 9,9 cm"),
-  ordered = TRUE)
+<!-- TODO: Vorrat und Altersstruktur/BHD in Brandenburg -->
+```{r}
+ggplot(vor_anteil_ver_reell_bb_allba_qm_ha %>% 
+         filter(Altersklasse != "alle Baumaltersklassen" & Brusthöhendurchmesser != "alle BHD-Stufen"),   # Entfernen der Gesamtklassen
+       aes(x = Altersklasse, y = Volumen, fill = Brusthöhendurchmesser)) +
+  geom_bar(stat = "identity", position = "stack") +  # Gestapeltes Balkendiagramm
+  labs(x = "Altersklasse", y = "Volumen [m³/ha]", 
+       title = "Vorrat über die Altersklassen") +
+  theme_minimal() +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +  # X-Achse-Beschriftungen drehen
+  scale_y_continuous(labels = scales::comma_format(big.mark = ".", decimal.mark = ",")) +  # Tausenderformat
+  scale_fill_brewer(palette = "Set3")  # Farben für die gestapelten Balken
 ```
 
 
diff --git "a/R_bwi/bwi_ver\303\266ffentlichung/librarys-datimport.qmd" "b/R_bwi/bwi_ver\303\266ffentlichung/librarys-datimport.qmd"
index 0eeba2d..771fd26 100644
--- "a/R_bwi/bwi_ver\303\266ffentlichung/librarys-datimport.qmd"
+++ "b/R_bwi/bwi_ver\303\266ffentlichung/librarys-datimport.qmd"
@@ -116,41 +116,48 @@ ba_farben <- c("Eiche (Quercus)" = "#ffffcc",
 
 ```{r}
 # 
-qu_trackt_eckenanzahl <-  "select --distinct bftw.anat 
-	count (distinct bfev.tnr) filter (where bfev.wa between 0 and 5) as ausschreibungstrakte,
-	COUNT(distinct bfev.tnr) filter (where bfev.wa = 0) as nichtwaldtrakte 	-- Anzahl der Traktnummern mit bfev.wa = 0
-	,COUNT(distinct bfev.tnr) filter (where bfev.wa between 1 and 5) as waldtrakte	-- Anzahl der Traktnummern mit bfev.wa zwischen 1 und 5
-	,count(bfev.enr) filter (where bfev.wa between 0 and 5 and bftw.anat between 1901 and 1916) as begutachtungsecken
-	,count(bfev.enr) filter (where bfev.wa between 0 and 5 and bftw.anat between 1901 and 1911) as ausschreibungsecke -- siehe bwi_meta.k3_login
-	,count(bfev.enr) filter (where bfev.wa between 0 and 5 and bftw.anat between 1912 and 1916) as lfebearbeitungsecke
-	,count(bfev.enr) filter (where bfev.wa between 1 and 5) as waldecke
-from
-	bwi_2022.b3f_ecke_vorkl bfev
-	--join bwi_admin.lospunkt l on l.tnr = bfev.tnr
-join bwi_2022.b3f_tnr_vorkl bftv on 	bftv.tnr = bfev.tnr
-join bwi_2022.b3f_tnr_work bftw on	bftw.tnr = bfev.tnr
-where
-	bftv.trstatus between 1 and 3 -- waldtrakte oder ungewiss = x3_tr_status icode=3
-	and bftw.anat between 1901 and 1916;"
-trackt_eckenanzahl <- dbGetQuery(consgdb, qu_trackt_eckenanzahl) 
-trackt_eckenanzahl
-
+# qu_trackt_eckenanzahl <-  "select --distinct bftw.anat 
+# 	count (distinct bfev.tnr) filter (where bfev.wa between 0 and 5) as ausschreibungstrakte,
+# 	COUNT(distinct bfev.tnr) filter (where bfev.wa = 0) as nichtwaldtrakte 	-- Anzahl der Traktnummern mit bfev.wa = 0
+# 	,COUNT(distinct bfev.tnr) filter (where bfev.wa between 1 and 5) as waldtrakte	-- Anzahl der Traktnummern mit bfev.wa zwischen 1 und 5
+# 	,count(bfev.enr) filter (where bfev.wa between 0 and 5 and bftw.anat between 1901 and 1916) as begutachtungsecken
+# 	,count(bfev.enr) filter (where bfev.wa between 0 and 5 and bftw.anat between 1901 and 1911) as ausschreibungsecke -- siehe bwi_meta.k3_login
+# 	,count(bfev.enr) filter (where bfev.wa between 0 and 5 and bftw.anat between 1912 and 1916) as lfebearbeitungsecke
+# 	,count(bfev.enr) filter (where bfev.wa between 1 and 5) as waldecke
+# from
+# 	bwi_2022.b3f_ecke_vorkl bfev
+# 	--join bwi_admin.lospunkt l on l.tnr = bfev.tnr
+# join bwi_2022.b3f_tnr_vorkl bftv on 	bftv.tnr = bfev.tnr
+# join bwi_2022.b3f_tnr_work bftw on	bftw.tnr = bfev.tnr
+# where
+# 	bftv.trstatus between 1 and 3 -- waldtrakte oder ungewiss = x3_tr_status icode=3
+# 	and bftw.anat between 1901 and 1916;"
+# trackt_eckenanzahl <- dbGetQuery(consgdb, qu_trackt_eckenanzahl) 
+# trackt_eckenanzahl
+# # Speichere das Ergebnis als RDS-Datei
+# saveRDS(trackt_eckenanzahl, "../data/trackt_eckenanzahl.rds")
+# Lade die RDS-Datei
+trackt_eckenanzahl <- readRDS("../data/trackt_eckenanzahl.rds")
 ```
 
 ### Highligts
 
 ```{r}
 # ist als View erstellt
-v_top_wzp <- dbGetQuery(consgdb, 
-          "SELECT *
-          FROM bwi_2022.v_top_wzp;"
-          ) 
-v_top_wzp
+# v_top_wzp <- dbGetQuery(consgdb, 
+#           "SELECT *
+#           FROM bwi_2022.v_top_wzp;"
+#           ) 
+# v_top_wzp
+# # # Speichere das Ergebnis als RDS-Datei
+# saveRDS(v_top_wzp, "../data/v_top_wzp.rds")
+# Lade die RDS-Datei
+v_top_wzp <- readRDS("../data/v_top_wzp.rds")
 ```
 
 
 
-## Waldfläche {.hidden .unnumbered .unlisted}
+## Waldfläche
 
 ```{r imp_waldfl, include=FALSE}
 # Excel-Datei einlesen und NaN-Werte als "nan" behandeln
@@ -163,6 +170,70 @@ waldfl_ba <- lapply(waldfl_sheet_names, function(sheet) {
 names(waldfl_ba) <- waldfl_sheet_names
 ```
 
+### Waldflächenänderung 
+
+```{r imp_ver_waldfl, include=FALSE}
+# Excel-Datei einlesen und NaN-Werte als "nan" behandeln
+# Namen der Blätter automatisch auslesen
+ver_waldfl_sheet_names <- excel_sheets("../data/ver_waldfläche.xlsx")
+ver_waldfl <- lapply(ver_waldfl_sheet_names, function(sheet) {
+  read_excel("../data/ver_waldfläche.xlsx", sheet = sheet, skip = 5, na = "NaN")
+})
+# Namen der Liste anpassen
+names(ver_waldfl) <- ver_waldfl_sheet_names
+```
+
+##### Waldflächenänderung long
+
+```{r ver-waldfl, include=FALSE}
+# Daten vorbereiten
+# Veränderung Waldfläche
+ver_waldfl_long <- ver_waldfl$ver_waldfl_waldspez_hb_nhb_2022 %>%
+  pivot_longer(cols = -c(Land, Einheit),
+               names_to = "Kategorie",
+               values_to = "Veränderungen") %>%
+  replace_na(list("Veränderungen"= 0))
+#ver_waldfl_long
+```
+
+##### Standflächenänderung long
+
+```{r}
+# Daten für Waldfl in Long-Format bringen
+ver_stndfl_long <- ver_waldfl$ver_stndfl_ba_22 %>%
+  pivot_longer(cols = -c(Land, Einheit),
+               names_to = "Baumartengruppe",
+               values_to = "Veränderungen") %>%
+  #filter(Land != "Deutschland (alle Länder)") %>%
+  replace_na(list(Veränderungen = 0))
+ver_stndfl_long
+```
+
+##### Prozentstandflächenänderung
+
+```{r}
+ver_standfl_prozent <- ver_waldfl$ver_proz_waldfl_ba_standfl_22 %>%
+  pivot_longer(cols = -c(Land, Einheit),
+               names_to = "Kategorie",
+               values_to = "Veränderungen") %>%
+  #filter(Land != "Deutschland (alle Länder)") %>%
+  replace_na(list(Veränderungen = 0))
+ver_standfl_prozent
+```
+
+
+
+##### Grundflächenänderung
+
+```{r}
+# Daten in Long-Format bringen
+ver_gf_ba_22 <- ver_vor$ver_gf_ba_22 %>%
+  pivot_longer(cols = -c(Land, Einheit),
+               names_to = "Ba_Gruppen",
+               values_to = "Veränderungen")
+ver_gf_ba_22 <- ver_gf_ba_22%>%
+  replace_na(list(Veränderungen = 0))
+```
 ### Waldflächenanteile
 
 ```{r}
@@ -291,7 +362,7 @@ ver_waldfl22_eig_long <- waldfl_eig$ver_waldfl22_eig %>%
 ver_waldfl22_eig_long
 ```
 
-## Baumarten Standflächen ha
+### Baumarten Standflächen ha dtl
 
 ```{r}
 #Daten für 2022 vorbereiten
@@ -316,6 +387,41 @@ waldfl22_ba_long <- waldfl22_ba_long %>%
 waldfl22_ba_long
 ```
 
+### Waldflächen Standflächen ha bb (und Veränderung?)
+
+```{r}
+bb_stndfl_ba_22 <- waldfl_ba$bb_stndfl_ba_22 %>%
+  pivot_longer(c(`1 - 20 Jahre`:`alle Baumaltersklassen`),
+               names_to = "Altersklasse",
+               values_to = "Fläche") %>%
+  replace_na(list(Fläche = 0)) #%>%
+  # inner_join(
+  #   ver_waldfl$ver_bb_stndfl_ba_22 %>%
+  #     pivot_longer(c(`1 - 20 Jahre`:`alle Baumaltersklassen`),
+  #              names_to = "Altersklasse",
+  #              values_to = "Veränderung") %>%
+  #     replace_na(list(Veränderung = 0)),
+  #   by = c("Baumartengruppe", "Altersklasse")
+  #   )
+bb_stndfl_ba_22$Altersklasse <- factor(bb_stndfl_ba_22$Altersklasse, 
+  levels = c("1 - 20 Jahre", "21 - 40 Jahre", "41 - 60 Jahre", 
+             "61 - 80 Jahre", "81 - 100 Jahre", "101 - 120 Jahre", 
+             "121 - 140 Jahre", "141 - 160 Jahre", "> 160 Jahre", "Angabe fehlt", "alle Baumaltersklassen"),
+  labels = c("I\n1 - 20 Jahre", "II\n21 - 40 Jahre", "III\n41  60 Jahre", 
+             "IV\n61 - 80 Jahre", "V\n81 - 100 Jahre", "VI\n101 - 120 Jahre", 
+             "VII\n121 - 140 Jahre", "VIII\n141 - 160 Jahre", "IX\n> 160 Jahre","Lücke/Blöße", "alle Baumaltersklassen"))
+```
+
+### Waldflächenänderung Standflächen ha bb
+
+```{r}
+ver_bb_stndfl_ba_22 <- ver_waldfl$ver_bb_stndfl_ba_22 %>%
+      pivot_longer(c(`1 - 20 Jahre`:`alle Baumaltersklassen`),
+               names_to = "Altersklasse",
+               values_to = "Veränderung") %>%
+      replace_na(list(Veränderung = 0))
+```
+
 ### Vorrat 
 
 ```{r imp_vor, include=FALSE}
@@ -331,6 +437,75 @@ names(vor) <- vor_sheet_names
 
 #### Vorrat Baumarten und Altersklassen - v.a. reell
 
+```{r}
+vorrat_ba_sheet_names <- excel_sheets("../data/vorrat_ba.xlsx")
+vorrat_ba <- lapply(vorrat_ba_sheet_names, function(sheet) {
+  read_excel("../data/vorrat_ba.xlsx", sheet = sheet, skip = 5, na = "NaN")
+})
+names(vorrat_ba) <- vorrat_ba_sheet_names
+```
+
+#### Veränderung Vorrat Baumarten und Altersklassen - v.a. reell
+
+```{r}
+ver_vorrat_ba_sheet_names <- excel_sheets("../data/ver_vorrat_ba.xlsx")
+ver_vorrat_ba <- lapply(ver_vorrat_ba_sheet_names, function(sheet) {
+  read_excel("../data/ver_vorrat_ba.xlsx", sheet = sheet, skip = 5, na = "NaN")
+})
+names(ver_vorrat_ba) <- ver_vorrat_ba_sheet_names
+```
+##### Factor für AKL und BHD
+
+```{r}
+# Definieren der Levels für Altersklassen
+altersklassen_levels <- c("1 - 20 Jahre", "21 - 40 Jahre", "41 - 60 Jahre", 
+                          "61 - 80 Jahre", "81 - 100 Jahre", "101 - 120 Jahre", 
+                          "121 - 140 Jahre", "141 - 160 Jahre", "> 160 Jahre")
+
+# Labels für die Altersklassen (optional, für schönere Achsenbeschriftungen)
+altersklassen_labels <- c("I\n1 - 20 Jahre", "II\n21 - 40 Jahre", "III\n41 - 60 Jahre", 
+                          "IV\n61 - 80 Jahre", "V\n81 - 100 Jahre", "VI\n101 - 120 Jahre", 
+                          "VII\n121 - 140 Jahre", "VIII\n141 - 160 Jahre", "IX\n> 160 Jahre")
+
+# Optional: Definieren der Levels für Brusthöhendurchmesser
+bhd_levels <- levels <- c("ab 90 cm", "80,0 - 89,9 cm", "70,0 - 79,9 cm", "60,0 - 69,9 cm", "50,0 - 59,9 cm", 
+             "40,0 - 49,9 cm", "30,0 - 39,9 cm", "20,0 - 29,9 cm" , "10,0 - 19,9 cm", "7,0 - 9,9 cm")
+
+```
+
+##### vor_reell_bb_allba_qm_ha, Anteil, Veränderung
+
+```{r}
+vor_anteil_ver_reell_bb_allba_qm_ha <- vorrat_ba$vor_reell_bb_allba_qm_ha %>% 
+  pivot_longer(cols = c(`1 - 20 Jahre`:`alle Baumaltersklassen`), 
+               names_to = "Altersklasse", 
+               values_to = "Volumen") %>% 
+  replace_na(list(Volumen = 0))  %>%
+  mutate(Altersklasse = factor(Altersklasse, levels = altersklassen_levels, labels = altersklassen_labels)) %>%  # Altersklassen als Faktor
+  inner_join(
+    vorrat_ba$`vor_reell_bb_allba_qm_%` %>% 
+      pivot_longer(cols = c(`1 - 20 Jahre`:`alle Baumaltersklassen`), 
+               names_to = "Altersklasse", 
+               values_to = "Anteil") %>% 
+      replace_na(list(Anteil = 0)) %>%
+      mutate(Altersklasse = factor(Altersklasse, levels = altersklassen_levels, labels = altersklassen_labels)),  # Gleiche Ordnung in der zweiten Tabelle
+    by = c("Brusthöhendurchmesser", "Altersklasse")
+  ) %>%
+  inner_join(
+    ver_vorrat_ba$ver_vor_reell_bb_allba_qm_ha %>% 
+      pivot_longer(cols = c(`1 - 20 Jahre`:`alle Baumaltersklassen`), 
+               names_to = "Altersklasse", 
+               values_to = "Veränderung") %>% 
+      replace_na(list(Veränderung = 0)) %>%
+      mutate(Altersklasse = factor(Altersklasse, levels = altersklassen_levels, labels = altersklassen_labels)),  # Gleiche Ordnung in der dritten Tabelle
+        by = c("Brusthöhendurchmesser", "Altersklasse")
+  ) %>%
+  mutate(Brusthöhendurchmesser = factor(Brusthöhendurchmesser, levels = bhd_levels))  # Optional: BHD als Faktor
+```
+
+```{r}
+
+```
 
 
 #### Vorratsänderung
@@ -444,77 +619,6 @@ nutz_land_qm_ha_ideell <- abgang_nutz$nutz_land_qm_ha_ideell %>%
 
 ```
 
-
-### Veränderungsrechnung {.hidden .unnumbered .unlisted}
-
-#### Waldflächenänderung {.hidden .unnumbered .unlisted}
-
-```{r imp_ver_waldfl, include=FALSE}
-# Excel-Datei einlesen und NaN-Werte als "nan" behandeln
-# Namen der Blätter automatisch auslesen
-ver_waldfl_sheet_names <- excel_sheets("../data/ver_waldfläche.xlsx")
-ver_waldfl <- lapply(ver_waldfl_sheet_names, function(sheet) {
-  read_excel("../data/ver_waldfläche.xlsx", sheet = sheet, skip = 5, na = "NaN")
-})
-# Namen der Liste anpassen
-names(ver_waldfl) <- ver_waldfl_sheet_names
-```
-
-##### Waldflächenänderung long
-
-```{r ver-waldfl, include=FALSE}
-# Daten vorbereiten
-# Veränderung Waldfläche
-ver_waldfl_long <- ver_waldfl$ver_waldfl_waldspez_hb_nhb_2022 %>%
-  pivot_longer(cols = -c(Land, Einheit),
-               names_to = "Kategorie",
-               values_to = "Veränderungen") %>%
-  replace_na(list("Veränderungen"= 0))
-#ver_waldfl_long
-```
-
-##### Standflächenänderung long
-
-```{r}
-# Daten für Waldfl in Long-Format bringen
-ver_stndfl_long <- ver_waldfl$ver_stndfl_ba_22 %>%
-  pivot_longer(cols = -c(Land, Einheit),
-               names_to = "Baumartengruppe",
-               values_to = "Veränderungen") %>%
-  #filter(Land != "Deutschland (alle Länder)") %>%
-  replace_na(list(Veränderungen = 0))
-ver_stndfl_long
-```
-
-##### Prozentstandflächenänderung
-
-```{r}
-ver_standfl_prozent <- ver_waldfl$ver_proz_waldfl_ba_standfl_22 %>%
-  pivot_longer(cols = -c(Land, Einheit),
-               names_to = "Kategorie",
-               values_to = "Veränderungen") %>%
-  #filter(Land != "Deutschland (alle Länder)") %>%
-  replace_na(list(Veränderungen = 0))
-ver_standfl_prozent
-```
-
-
-
-##### Grundflächenänderung
-
-```{r}
-# Daten in Long-Format bringen
-ver_gf_ba_22 <- ver_vor$ver_gf_ba_22 %>%
-  pivot_longer(cols = -c(Land, Einheit),
-               names_to = "Ba_Gruppen",
-               values_to = "Veränderungen")
-ver_gf_ba_22 <- ver_gf_ba_22%>%
-  replace_na(list(Veränderungen = 0))
-```
-
-
-
-
 ## Struktur
 
 ### Waldaufbau
diff --git a/R_bwi/data/Waldfl_Ba.xlsx b/R_bwi/data/Waldfl_Ba.xlsx
index d20de49240d07e4f2a52c754006b41a0f5182fdf..fe8cd7bf468f38ed5a18413412d135d09b42860e 100644
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diff --git a/R_bwi/interpretationsworkshop/bwi_interpretationsworkshop.qmd b/R_bwi/interpretationsworkshop/bwi_interpretationsworkshop.qmd
index 71a7383..8a1bdbf 100644
--- a/R_bwi/interpretationsworkshop/bwi_interpretationsworkshop.qmd
+++ b/R_bwi/interpretationsworkshop/bwi_interpretationsworkshop.qmd
@@ -340,7 +340,7 @@ Auffälligkeiten.
 ::::: columns
 ::: column
 | Inv | Fläche \[ha\] |
-|----|----|
+|------------------------------------|------------------------------------|
 | BWI 2012 | `r format(round(as.numeric(paste(waldfl_ba$waldfl_ba_standfl_22_12 %>% filter(Land == "Brandenburg", Inv==2012) %>% select("alle Baumarten"))), 2), big.mark = ".", decimal.mark = ",", nsmall = 2)` |
 | BWI 2022 | `r format(round(as.numeric(paste(waldfl_ba$waldfl_ba_standfl_22_12 %>% filter(Land == "Brandenburg", Inv==2022) %>% select("alle Baumarten"))), 2), big.mark = ".", decimal.mark = ",", nsmall = 2)` |
 
diff --git a/R_bwi/interpretationsworkshop/data/strukt_beim_besttyp.xlsx b/R_bwi/interpretationsworkshop/data/strukt_beim_besttyp.xlsx
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