From bfd92ac7fad5d36939d749e8422cdd66e38db627 Mon Sep 17 00:00:00 2001 From: fawda123 Date: Wed, 6 Nov 2024 13:21:13 -0500 Subject: [PATCH] update tidal wetlands fig with hardcode 1950s est --- R/tidal_wetlands.R | 71 +++++++++++++++++++++++++++--------- data/swfwmdintertidal.RData | Bin 4846756 -> 2609896 bytes figs/tidal_wetlands.png | Bin 734942 -> 738060 bytes 3 files changed, 53 insertions(+), 18 deletions(-) diff --git a/R/tidal_wetlands.R b/R/tidal_wetlands.R index 466e760..ce351b4 100644 --- a/R/tidal_wetlands.R +++ b/R/tidal_wetlands.R @@ -6,22 +6,52 @@ library(patchwork) library(maptiles) library(tidyterra) -# get tidal wetland spatial data -------------------------------------------------------------- -dat1950raw <- st_read('T:/05_GIS/HISTORICAL/1950_LULC_Emergents/1950_emergent_habitat.shp') -dat1950 <- dat1950raw |> - select(FLUCCSCODE = HABITAT) |> - mutate( - FLUCCSCODE = case_when( - FLUCCSCODE == 'Mangrove/Spartina Marsh' ~ 6120, - FLUCCSCODE == 'Juncus Marsh' ~ 6420, - FLUCCSCODE == 'Salt Barren' ~ 6600 - ) - ) |> - st_transform(crs = st_crs(tbshed)) |> - st_intersection(tbshed) |> - select(-Acres) |> - st_intersection(tbsegshed) +# 1950s estimates ----------------------------------------------------------------------------- + + +# dat1950raw <- st_read('T:/05_GIS/HISTORICAL/1950_LULC_Emergents/1950_emergent_habitat.shp') +# dat1950 <- dat1950raw |> +# select(FLUCCSCODE = HABITAT) |> +# mutate( +# FLUCCSCODE = case_when( +# FLUCCSCODE == 'Mangrove/Spartina Marsh' ~ 6120, +# FLUCCSCODE == 'Juncus Marsh' ~ 6420, +# FLUCCSCODE == 'Salt Barren' ~ 6600 +# ) +# ) |> +# st_transform(crs = st_crs(tbshed)) |> +# st_intersection(tbshed) |> +# select(-Acres) |> +# st_intersection(tbsegshed) + +# from TBEP tech report #08-00, numbers differ from those above, especially MR +# https://drive.google.com/file/d/1yXQcNQa8HC1c2VWCDAwTKacRmgENfbIz/view +dat1950 <- tribble( + ~yr, ~FLUCCSCODE, ~bay_segment, ~area, + 1950, 6120, "OTB", 3320, + 1950, 6420, "OTB", 1450, + 1950, 6600, "OTB", 520, + 1950, 6120, "HB", 1110, + 1950, 6420, "HB", 600, + 1950, 6600, "HB", 200, + 1950, 6120, "MTB", 5230, + 1950, 6420, "MTB", 2080, + 1950, 6600, "MTB", 440, + 1950, 6120, "LTB", 2560, + 1950, 6420, "LTB", 610, + 1950, 6600, "LTB", 190, + 1950, 6120, "BCB", 2140, + 1950, 6420, "BCB", 270, + 1950, 6600, "BCB", 10, + 1950, 6120, "TCB", 940, + 1950, 6420, "TCB", 10, + 1950, 6600, "TCB", 1.34, + 1950, 6120, "MR", 590, + 1950, 6420, "MR", 1600, + 1950, 6600, "MR", 20 +) +# get tidal wetland spatial data -------------------------------------------------------------- fls <- list.files('T:/05_GIS/SWFWMD/zipped_all_years/', pattern = 'zip', full.names = T) @@ -54,7 +84,6 @@ for(fl in fls){ } swfwmdintertidal <- out -swfwmdintertidal <- c(list(`1950` = dat1950), swfwmdintertidal) names(swfwmdintertidal) <- gsub('lulc|\\.zip', '', names(swfwmdintertidal)) save(swfwmdintertidal, file = 'data/swfwmdintertidal.RData', compress = 'xz') @@ -79,7 +108,13 @@ ests <- swfwmdintertidal |> }) ) |> - unnest('value') + unnest('value') |> + mutate( + yr = as.numeric(yr), + area = as.numeric(units::set_units(area, 'acres')) + ) |> + bind_rows(dat1950) |> + arrange(yr, bay_segment, FLUCCSCODE) toplo <- ests |> mutate( @@ -127,7 +162,7 @@ bbx <- tbsegshed %>% st_transform(crs = 4326) %>% st_bbox() -tls <- get_tiles(bbx, provider = "CartoDB.PositronNoLabels", zoom = 10) +tls <- maptiles::get_tiles(bbx, provider = "CartoDB.PositronNoLabels", zoom = 10) dat_ext <- st_as_sfc(bbx) %>% st_transform(crs = 4326) %>% st_bbox() diff --git a/data/swfwmdintertidal.RData b/data/swfwmdintertidal.RData index f8cf1d725d57bfe1d4655c72a3ca4a5e9afdfaa4..2b1eaa4b7c4230ee99dedf41e9ad32fdb04d7780 100644 GIT binary patch literal 2609896 zcmV(;K-<6lH+ooF0004LBHlIv03iV!0000G&sfakET8ZGT>vQ&2UKVgRpfklJ zl5LXH8q(0&dr0P~9R`|E3#NW1eZ?wIn-%z(fB7RXdSxX3J$~zb5;)QK>2X#@y@lmZ zKT}4P}uhFds(jWDO`$RcUNljR*B)XQ=)S}B+J`!S{;z%g3K`Pu3%ETh-a29;(Z 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