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bog",Wetlands -"terrestrial, mire, fen",Wetlands -"terrestrial, mire,swamp (forested wetland or peatland)",Wetlands +Terrestrial,Terrestrial +"Terrestrial, cave sediments",Terrestrial +"Terrestrial, soil, buried soil",Terrestrial +"Terrestrial, mire",Wetlands +"Terrestrial, mire, bog",Wetlands +"Terrestrial, mire, bog, blanket bog",Wetlands +"Terrestrial, mire, fen",Wetlands +"Terrestrial, mire, swamp",Wetlands +Valley mire,Wetlands Unknown,Unknown -NA,Unknown diff --git a/R/03_Depositional_environments.R b/R/03_Depositional_environments.R index 9373b0b..792220b 100644 --- a/R/03_Depositional_environments.R +++ b/R/03_Depositional_environments.R @@ -41,6 +41,30 @@ if ( dplyr::glimpse(data_ippd) } +#----------------------------------------------------------# +# 3. Remove duplicated environements ----- +#----------------------------------------------------------# + +data_ippd_depenv_presort <- + data_ippd %>% + dplyr::mutate( + depositionalenvironment = stringr::str_to_sentence(depositionalenvironment) + ) %>% + dplyr::mutate( + depositionalenvironment_clean = dplyr::case_when( + .default = depositionalenvironment, + depositionalenvironment == "Fen" ~ "Terrestrial, mire, fen", + depositionalenvironment == "Lacustrine, drained lake" ~ "Drained lake", + depositionalenvironment == "Lacustrine, natural open-water, glacial origin" ~ "Glacial origin lake", + depositionalenvironment == "Mire" ~ "Terrestrial, mire", + depositionalenvironment == "Natural lake" ~ "Lacustrine, natural open-water", + depositionalenvironment == "Natural lake (origin unknown)" ~ "Lacustrine, natural open-water", + depositionalenvironment == "Swamp" ~ "Terrestrial, mire, swamp", + depositionalenvironment == "Terrestrial, mire (i.e. peatland, >30cm peat)" ~ "Terrestrial, mire", + depositionalenvironment == "Terrestrial, mire,swamp (forested wetland or peatland)" ~ "Terrestrial, mire, swamp", + is.na(depositionalenvironment) ~ "Unknown" + ) + ) #----------------------------------------------------------# # 3. Harmonise environemnts ----- @@ -69,58 +93,50 @@ if ( } data_ippd_depenv_harmonised <- - data_ippd %>% + data_ippd_depenv_presort %>% dplyr::mutate( depenv_harmonised = dplyr::case_when( - .default = depositionalenvironment, - depositionalenvironment %in% c( - "Valley Mire", - "Swamp", - "Mire", - "terrestrial, mire, bog,\tblanket bog", - "terrestrial, mire, bog", - "terrestrial, mire (i.e. peatland, >30cm peat)", - "terrestrial, mire,swamp (forested wetland or peatland)", - "terrestrial, mire, fen", - "Fen" + .default = depositionalenvironment_clean, + depositionalenvironment_clean %in% c( + "Valley mire", + "Terrestrial, mire, bog,\tblanket bog", + "Terrestrial, mire, bog", + "Terrestrial, mire", + "Terrestrial, mire, swamp", + "Terrestrial, mire, fen" ) ~ "Wetlands", - depositionalenvironment %in% c( - "Cirque Lake", - "Explosion Crater Lake", - "Glacial Origin Lake", - "Wind Origin Lake", - "Interdunal Lake", - "Natural Lake (Origin Unknown)", - "Lava Flow Dammed Lake", - "Drained Lake", - "Natural Lake", - "lacustrine, volcanic lake", - "lacustrine, natural open-water, tectonic lake", - "lacustrine, natural open-water, glacial origin", - "lacustrine, drained lake", - "Spring Mound", - "Small Hollow", - "Solution Origin Lake", - "lacustrine", - "lacustrine, natural open-water" + depositionalenvironment_clean %in% c( + "Cirque lake", + "Explosion crater lake", + "Glacial origin lake", + "Wind origin lake", + "Interdunal lake", + "Lava flow dammed lake", + "Drained lake", + "Lacustrine, volcanic lake", + "Lacustrine, natural open-water, tectonic lake", + "Spring mound", + "Small hollow", + "Solution origin lake", + "Lacustrine", + "Lacustrine, natural open-water" ) ~ "Lacustrine", - depositionalenvironment %in% c( - "Archaeological", "terrestrial, soil, buried soil", - "terrestrial, cave sediments", - "terrestrial" + depositionalenvironment_clean %in% c( + "Archaeological", + "Terrestrial, soil, buried soil", + "Terrestrial, cave sediments", + "Terrestrial" ) ~ "Terrestrial", - depositionalenvironment %in% c( - "Fluvial", "Moraine Dammed Lake", - "fluvial" + depositionalenvironment_clean %in% c( + "Fluvial", + "Moraine dammed lake" ) ~ "Fluvial", - depositionalenvironment %in% c( - "Lacustrine Beach", - "coastal, estuarine", - "lacustrine, playa", - "coastal" - ) ~ "Coastal", - depositionalenvironment == "marine" ~ "Marine", - is.na(depositionalenvironment) ~ "Unknown" + depositionalenvironment_clean %in% c( + "Lacustrine beach", + "Coastal, estuarine", + "Lacustrine, playa", + "Coastal" + ) ~ "Coastal" ) ) %>% dplyr::mutate( @@ -132,7 +148,7 @@ data_ippd_depenv_harmonised <- data_ippd_depenv_harmonised_overview <- data_ippd_depenv_harmonised %>% - dplyr::distinct(depositionalenvironment, depenv_harmonised) + dplyr::distinct(depositionalenvironment_clean, depenv_harmonised) assertthat::assert_that( data_ippd_depenv_harmonised_overview %>% @@ -200,7 +216,7 @@ p_dep_env_main <- p_dep_env_bar_full <- plot_data_barplot( data = data_ippd_depenv_harmonised, - var_x = "depositionalenvironment", + var_x = "depositionalenvironment_clean", var_fill = "depenv_harmonised", y_axis_limits = c(0, 50), x_label_angle = 90, @@ -306,7 +322,7 @@ purrr::walk( ) data_ippd_depenv_harmonised_overview %>% - dplyr::arrange(depenv_harmonised, depositionalenvironment) %>% + dplyr::arrange(depenv_harmonised, depositionalenvironment_clean) %>% rlang::set_names( nm = c( "Original depositional environment",