Surface Ocean data

workflowr

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Last updated: 2022-10-24

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Knit directory: emlr_mod_preprocessing/

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File	Version	Author	Date	Message
html	5dd2e34	jens-daniel-mueller	2022-09-27	Build site.
Rmd	fd57f09	jens-daniel-mueller	2022-09-27	extract Cnat from CESM
html	e829a11	jens-daniel-mueller	2022-07-05	Build site.
Rmd	923e07e	jens-daniel-mueller	2022-07-04	rerun for all models
html	89cbb74	jens-daniel-mueller	2022-05-26	Build site.
Rmd	379a012	jens-daniel-mueller	2022-05-26	rerun for all models
html	9e85627	jens-daniel-mueller	2022-05-24	Build site.
Rmd	30f99f7	jens-daniel-mueller	2022-05-24	rerun only for planktom12 with factor /100 for po4
html	42bbb89	jens-daniel-mueller	2022-05-24	Build site.
Rmd	e82a302	jens-daniel-mueller	2022-05-23	bug fixes for 5 models
html	40863a2	jens-daniel-mueller	2022-05-22	Build site.
html	2319f2e	jens-daniel-mueller	2022-05-21	Build site.
Rmd	aa9a894	jens-daniel-mueller	2022-05-21	rebuild with revised output structure and all models
html	2257c34	jens-daniel-mueller	2022-05-20	Build site.
Rmd	6f7af17	jens-daniel-mueller	2022-05-20	rebuild with revised output structure
html	1507d44	jens-daniel-mueller	2022-05-16	Build site.
html	26d8b1d	jens-daniel-mueller	2022-05-13	Build site.
Rmd	010eeb6	jens-daniel-mueller	2022-05-13	read data from all models and write individual files
html	df15df5	jens-daniel-mueller	2022-05-12	Build site.
Rmd	b1c9920	jens-daniel-mueller	2022-05-12	read data from all models and write individual files
html	06054b2	jens-daniel-mueller	2022-05-10	Build site.
Rmd	d43e8c0	jens-daniel-mueller	2022-05-10	rerun all with multi model subsetting
html	872c786	jens-daniel-mueller	2022-05-05	Build site.
Rmd	7c4b38b	jens-daniel-mueller	2022-05-05	rerun across multiple RECCAP models
html	9372960	Donghe-Zhu	2021-09-28	Build site.
html	2fb60d0	Donghe-Zhu	2021-07-07	Build site.
html	85b0624	Donghe-Zhu	2021-06-25	Build site.
Rmd	3be0461	Donghe-Zhu	2021-06-25	rerun all with surface ocean data
Rmd	61ff2aa	Donghe-Zhu	2021-06-25	full run
html	8c6e49f	jens-daniel-mueller	2021-06-17	Build site.
Rmd	29561c9	jens-daniel-mueller	2021-06-17	derive globally integrated scaling factor
html	a64f00b	jens-daniel-mueller	2021-06-16	Build site.
Rmd	366beab	jens-daniel-mueller	2021-06-16	export globally integrated scaling factor
html	c424d18	jens-daniel-mueller	2021-06-11	Build site.
Rmd	a436128	jens-daniel-mueller	2021-06-11	Kx rather Kw for scaling air sea disequilibrium
html	834c523	jens-daniel-mueller	2021-06-09	Build site.
Rmd	e904ada	jens-daniel-mueller	2021-06-09	derive air sea disequilibrium
html	13659b9	jens-daniel-mueller	2021-06-09	Build site.
Rmd	c1bee2f	jens-daniel-mueller	2021-06-09	derive air sea disequilibrium
html	0e663e3	jens-daniel-mueller	2021-06-09	Build site.
Rmd	2799a45	jens-daniel-mueller	2021-06-09	derive air sea disequilibrium
html	b256c65	jens-daniel-mueller	2021-06-09	Build site.
html	27f932d	jens-daniel-mueller	2021-06-08	Build site.
Rmd	4664034	jens-daniel-mueller	2021-06-08	testrun surface ocean data
html	fe31dfb	jens-daniel-mueller	2021-06-08	Build site.
Rmd	bb1bfa9	jens-daniel-mueller	2021-06-08	testrun surface ocean data

---

path_cmorized <-
  "/nfs/kryo/work/updata/reccap2/Models/2D_CO2/"

path_cmorized_ancillary <-
  "/nfs/kryo/work/updata/reccap2/Models/Ancillary_data/"

path_preprocessing <-
  paste(path_root, "/model/preprocessing/surface_ocean/", sep = "")

1 Select basin mask

# use only three basin to assign general basin mask
# ie this is not specific to the MLR fitting
basinmask <- basinmask %>%
  filter(MLR_basins == "2") %>%
  select(lat, lon, basin_AIP)

models <- list.files(path_cmorized)

models <-
  models[!str_detect(models, pattern = "\\.t|\\.z")]

models <-
  models[str_detect(
    models,
    pattern = c(
      "CESM|CNRM|EC-Earth3|FESOM_REcoM_LR|MOM6-Princeton|MRI-ESM2-1|NorESM-OC1.2|ORCA025-GEOMAR|ORCA1-LIM3-PISCES|planktom12"
    )
  )]

# depth named lev, contains only depth levels not actual depth in m
# time not in days since 1980
models <-
  models[!str_detect(models, pattern = "CNRM")]

# no run D
models <-
  models[!str_detect(models, pattern = "MOM6-Princeton")]

2 CESM fgco2_glob

CESM_folder <- models[str_detect(models, pattern = "CESM")]

# read list of all files
file <-
  list.files(path = paste0(path_cmorized, CESM_folder),
             pattern = paste0("fgco2_glob"))
          
print(file)

[1] "fgco2_glob_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "fgco2_glob_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "fgco2_glob_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "fgco2_glob_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

file[str_detect(file, pattern = paste0("_D_"))]

[1] "fgco2_glob_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

# read in data
variable_data_D <-
  read_ncdf(paste0(path_cmorized,
                   CESM_folder,
                   "/",
                   file[str_detect(file, pattern = paste0("_D_"))]),
            make_units = FALSE,
            var = "fgco2_glob")
variable_data_B <-
  read_ncdf(paste0(path_cmorized,
                   CESM_folder,
                   "/",
                   file[str_detect(file, pattern = paste0("_B_"))]),
            make_units = FALSE,
            var = "fgco2_glob")
          
variable_data <- variable_data_D - variable_data_B

# convert to tibble
variable_data_tibble <- variable_data %>%
  as_tibble()
          
# remove na values
variable_data_tibble <-
  variable_data_tibble %>%
  drop_na()

variable_data_tibble <- variable_data_tibble %>%
  rename(time = time_mon)

variable_data_tibble %>%
  ggplot(aes(time, fgco2_glob)) +
  geom_path()

Past versions of CESM_fgco2_glob-1.png

Version	Author	Date
5dd2e34	jens-daniel-mueller	2022-09-27

variable_data_tibble %>% 
  filter(time > as.Date("1994-01-01"),
         time < as.Date("2003-12-31")) %>% 
  group_by(year(time)) %>%
  summarise(fgco2_glob = mean(fgco2_glob)) %>% 
  pull(fgco2_glob) %>% 
  max()

[1] 0.4396581

rm(variable_data, variable_data_B, variable_data_D, variable_data_tibble)
rm(CESM_folder, file)

3 Extract surface data

# set name of model to be subsetted
model_IDs <- c("A", "D")

# for loop across variables
variables <-
  c("spco2",
    "fgco2",
    "talkos",
    "dissicos",
    "po4os",
    "no3os",
    "sos",
    "tos")


# models <- models[8]

for (i_model in models) {
  # i_model <- models[1]
  print(i_model)
  
  for (i_model_ID in model_IDs) {
    # i_model_ID <- model_IDs[1]
    print(i_model_ID)
    
    variables_available <-
      list.files(
        path = paste0(path_cmorized, i_model),
        pattern = paste0("_", i_model_ID, "_")
      )
    
    variables_available <-
      str_split(variables_available,
                pattern = "_",
                simplify = TRUE)[, 1]
    variables_available <-
      variables_available[variables_available %in% variables]
    variables_available <- unique(variables_available)
    
    print(variables_available)
    
    
    for (i_variable in variables_available) {
      # i_variable <- variables_available[4]
      print(i_variable)
      
      # print("sleep")
      Sys.sleep(1)
      
      # read list of all files
      file <-
        list.files(
          path = paste0(path_cmorized, i_model),
          pattern = paste0(i_variable, "_")
        )
      
      print(file)
      
      file <-
        file[str_detect(file, pattern = paste0("_", i_model_ID, "_"))]
      
      file <- file[!str_detect(file, pattern = "_reg")]
      file <- file[!str_detect(file, pattern = "_glob")]
      file <- file[!str_detect(file, pattern = "dissicnatos")]
      
      print(file)
      
      # read in data
      if (i_model %in% c("EC-Earth3_2D_CO2_v20220323")) {
        variable_data <-
          read_ncdf(paste(paste0(path_cmorized, i_model),
                          file,
                          sep = "/"),
                    make_units = FALSE,
                    make_time = FALSE) %>%
          as_tibble()
        
        variable_data <- variable_data  %>%
          mutate(time = as.Date(time, origin = "1850-02-15"))
        
      } else {
        variable_data <-
          read_ncdf(paste(paste0(path_cmorized, i_model),
                          file,
                          sep = "/"),
                    make_units = FALSE)
        
      }
      
      
      # convert to tibble
      variable_data_tibble <- variable_data %>%
        as_tibble()
      
      # remove open link to nc file
      rm(variable_data)
      
      
      if (i_model == "CESM-ETHZ_2D_CO2_v20211122") {
        variable_data_tibble <- variable_data_tibble %>%
          rename(time = time_mon)
      }
      
      if (i_model == "FESOM_REcoM_LR_2D_CO2_v20211119") {
        variable_data_tibble <- variable_data_tibble %>%
          rename(lat = Lat,
                 lon = Lon,
                 time = Time) %>%
          mutate(time = as.Date(time, origin = '1980-01-01'))
      }
      
      if (i_model == "planktom12_2d_co2_v20220404") {
        variable_data_tibble <- variable_data_tibble %>%
          rename(
            lon = LONGITUDE,
            lat = LATITUDE,
            time = TIME
          )
      }
      
      
      if (i_model == "planktom12_2d_co2_v20220404" &
          i_variable == "po4os") {
        variable_data_tibble <-
          variable_data_tibble %>%
          mutate(po4os = po4os / 100)
      }
      
      # remove na values
      variable_data_tibble <-
        variable_data_tibble %>%
        drop_na()
      
      # harmonize longitudes
      variable_data_tibble <- variable_data_tibble %>%
        mutate(lon = if_else(lon < 20, lon + 360, lon))
      
      # only consider model grids within basinmask
      variable_data_tibble <-
        inner_join(variable_data_tibble, basinmask) %>%
        select(-basin_AIP)
      
      # mutate variables
      variable_data_tibble <- variable_data_tibble %>%
        mutate(year = year(time)) %>%
        select(-time)
      
      
      # calculate annual average variable
      variable_data_tibble_annual_average <-
        variable_data_tibble %>%
        fgroup_by(lat, lon, year) %>% {
          add_vars(fgroup_vars(., "unique"),
                   fmean(., keep.group_vars = FALSE))
        }
      
      # calculate climatology
      variable_data_tibble_climatology <-
        variable_data_tibble_annual_average %>%
        fselect(-year) %>%
        fgroup_by(lat, lon) %>% {
          add_vars(fgroup_vars(., "unique"),
                   fmean(., keep.group_vars = FALSE))
        }
      
      
      # surface map of variable
      print(
        map +
          geom_raster(data = variable_data_tibble_climatology,
                      aes(lon, lat, fill = !!sym(i_variable))) +
          scale_fill_viridis_c(name = i_variable) +
          labs(title = str_remove(i_model, "2D_CO2_"))
      )
      
      
      if (exists("annual")) {
        annual <- left_join(annual, variable_data_tibble_annual_average)
      }
      
      if (!exists("annual")) {
        annual <- variable_data_tibble_annual_average
      }
      
      
      # if (i_model == "MRI-ESM2-1_2D_CO2_v20220502" &
      #     !(i_variable %in% c("dissicos", "fgco2", "spco2"))) {
      #
      # }
      
    }
    
    
    if (i_model == "FESOM_REcoM_LR_2D_CO2_v20211119") {
      annual <- annual %>%
        mutate(po4os = no3os / 16)
    }
    
    if (i_model == "planktom12_3d_all_v20220404") {
      annual <- annual %>%
        mutate(no3os = po4os * 16)
    }
    
    if (i_model == "MRI-ESM2-1_2D_CO2_v20220502" &
        i_model_ID == "D") {
      annual <- right_join(annual,
                           AD_annual %>%
                             select(-c(dissicos, fgco2, spco2, model_ID)))
    }
    
    annual <- annual %>%
      mutate(model_ID = i_model_ID)
    
    if (exists("AD_annual")) {
      AD_annual <- bind_rows(AD_annual, annual)
    }
    
    if (!exists("AD_annual")) {
      AD_annual <- annual
    }
    
    rm(annual)
    
    
  }
  
  
  # harmonize column names and coordinates
  AD_annual <- AD_annual %>%
    rename(
      sal = sos,
      temp = tos,
      dissic = dissicos,
      talk = talkos,
      phosphate = po4os,
      nitrate = no3os
    ) %>%
    mutate(lon = if_else(lon < 20, lon + 360, lon))
  
  # unit transfer from mol/m3 to µmol/kg
  AD_annual <- AD_annual %>%
    mutate(
      rho = gsw_pot_rho_t_exact(
        SA = sal,
        t = temp,
        p = 0,
        p_ref = 10.1325
      ),
      dissic = dissic * (1e+6 / rho),
      talk = talk * (1e+6 / rho),
      phosphate = phosphate * (1e+6 / rho),
      nitrate = nitrate * (1e+6 / rho)
    ) %>% 
    select(-rho)
  
  
  # write raw data file for GLODAP-based subsetting model variables
  AD_annual %>%
    write_csv(file = paste(
      path_preprocessing,
      str_remove(i_model, "2D_CO2_|2D_co2_|2d_co2_"),
      ".csv",
      sep = ""
    ))
  
  rm(AD_annual)
  
}

[1] "CESM-ETHZ_2D_CO2_v20211122"
[1] "A"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "dissicos_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "dissicos_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "dissicos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "dissicos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-1.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "fgco2"
 [1] "fgco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"     
 [2] "fgco2_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"     
 [3] "fgco2_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"     
 [4] "fgco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"     
 [5] "fgco2_glob_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
 [6] "fgco2_glob_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
 [7] "fgco2_glob_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
 [8] "fgco2_glob_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
 [9] "fgco2_reg_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc" 
[10] "fgco2_reg_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc" 
[11] "fgco2_reg_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc" 
[12] "fgco2_reg_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc" 
[1] "fgco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-2.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "no3os"
[1] "no3os_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "no3os_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "no3os_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "no3os_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "no3os_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-3.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "po4os"
[1] "po4os_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "po4os_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "po4os_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "po4os_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "po4os_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-4.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "sos"
[1] "sos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "sos_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "sos_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "sos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "sos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-5.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "spco2"
[1] "spco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "spco2_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "spco2_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "spco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "spco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-6.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "talkos"
[1] "talkos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "talkos_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "talkos_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "talkos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "talkos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-7.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "tos"
[1] "tos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "tos_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "tos_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "tos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "tos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-8.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "D"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "dissicos_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "dissicos_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "dissicos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "dissicos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-9.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "fgco2"
 [1] "fgco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"     
 [2] "fgco2_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"     
 [3] "fgco2_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"     
 [4] "fgco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"     
 [5] "fgco2_glob_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
 [6] "fgco2_glob_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
 [7] "fgco2_glob_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
 [8] "fgco2_glob_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
 [9] "fgco2_reg_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc" 
[10] "fgco2_reg_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc" 
[11] "fgco2_reg_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc" 
[12] "fgco2_reg_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc" 
[1] "fgco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-10.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "no3os"
[1] "no3os_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "no3os_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "no3os_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "no3os_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "no3os_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-11.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "po4os"
[1] "po4os_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "po4os_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "po4os_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "po4os_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "po4os_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-12.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "sos"
[1] "sos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "sos_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "sos_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "sos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "sos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-13.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "spco2"
[1] "spco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "spco2_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "spco2_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "spco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "spco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-14.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "talkos"
[1] "talkos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "talkos_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "talkos_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "talkos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "talkos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-15.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "tos"
[1] "tos_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "tos_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "tos_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "tos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "tos_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

Past versions of subset_cmorized_variable_forcing_data-16.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
c424d18	jens-daniel-mueller	2021-06-11
834c523	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09
27f932d	jens-daniel-mueller	2021-06-08

[1] "EC-Earth3_2D_CO2_v20220323"
[1] "A"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "dissicos_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "dissicos_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "dissicos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "dissicos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-17.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
[1] "fgco2_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"     
[2] "fgco2_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"     
[3] "fgco2_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"     
[4] "fgco2_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"     
[5] "fgco2_glob_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[6] "fgco2_glob_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[7] "fgco2_glob_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[8] "fgco2_glob_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "fgco2_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-18.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "no3os"
[1] "no3os_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "no3os_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "no3os_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "no3os_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "no3os_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-19.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "po4os"
[1] "po4os_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "po4os_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "po4os_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "po4os_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "po4os_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-20.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "sos"
[1] "sos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "sos_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "sos_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "sos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "sos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-21.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "spco2_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "spco2_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "spco2_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "spco2_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-22.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "talkos"
[1] "talkos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "talkos_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "talkos_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "talkos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "talkos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-23.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "tos"
[1] "tos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "tos_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "tos_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "tos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "tos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-24.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "D"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "dissicos_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "dissicos_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "dissicos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "dissicos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-25.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
[1] "fgco2_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"     
[2] "fgco2_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"     
[3] "fgco2_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"     
[4] "fgco2_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"     
[5] "fgco2_glob_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[6] "fgco2_glob_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[7] "fgco2_glob_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[8] "fgco2_glob_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "fgco2_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-26.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "no3os"
[1] "no3os_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "no3os_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "no3os_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "no3os_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "no3os_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-27.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "po4os"
[1] "po4os_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "po4os_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "po4os_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "po4os_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "po4os_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-28.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "sos"
[1] "sos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "sos_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "sos_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "sos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "sos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-29.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "spco2_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "spco2_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "spco2_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "spco2_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-30.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "talkos"
[1] "talkos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "talkos_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "talkos_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "talkos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "talkos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-31.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "tos"
[1] "tos_EC-Earth3_A_1_gr_1980-2018_v20220323.nc"
[2] "tos_EC-Earth3_B_1_gr_1980-2018_v20220323.nc"
[3] "tos_EC-Earth3_C_1_gr_1980-2018_v20220323.nc"
[4] "tos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"
[1] "tos_EC-Earth3_D_1_gr_1980-2018_v20220323.nc"

Past versions of subset_cmorized_variable_forcing_data-32.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "FESOM_REcoM_LR_2D_CO2_v20211119"
[1] "A"
[1] "dissicos" "fgco2"    "no3os"    "sos"      "spco2"    "talkos"   "tos"     
[1] "dissicos"
[1] "dissicos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "dissicos_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "dissicos_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "dissicos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "dissicos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-33.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
 [1] "fgco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"     
 [2] "fgco2_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"     
 [3] "fgco2_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"     
 [4] "fgco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"     
 [5] "fgco2_glob_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
 [6] "fgco2_glob_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
 [7] "fgco2_glob_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
 [8] "fgco2_glob_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
 [9] "fgco2_reg_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc" 
[10] "fgco2_reg_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc" 
[11] "fgco2_reg_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc" 
[12] "fgco2_reg_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc" 
[1] "fgco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-34.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "no3os"
[1] "no3os_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "no3os_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "no3os_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "no3os_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "no3os_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-35.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "sos"
[1] "sos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "sos_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "sos_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "sos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "sos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-36.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "spco2_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "spco2_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "spco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "spco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-37.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "talkos"
[1] "talkos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "talkos_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "talkos_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "talkos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "talkos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-38.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "tos"
[1] "tos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "tos_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "tos_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "tos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "tos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-39.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "D"
[1] "dissicos" "fgco2"    "no3os"    "sos"      "spco2"    "talkos"   "tos"     
[1] "dissicos"
[1] "dissicos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "dissicos_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "dissicos_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "dissicos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "dissicos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-40.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
 [1] "fgco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"     
 [2] "fgco2_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"     
 [3] "fgco2_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"     
 [4] "fgco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"     
 [5] "fgco2_glob_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
 [6] "fgco2_glob_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
 [7] "fgco2_glob_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
 [8] "fgco2_glob_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
 [9] "fgco2_reg_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc" 
[10] "fgco2_reg_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc" 
[11] "fgco2_reg_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc" 
[12] "fgco2_reg_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc" 
[1] "fgco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-41.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "no3os"
[1] "no3os_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "no3os_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "no3os_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "no3os_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "no3os_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-42.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "sos"
[1] "sos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "sos_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "sos_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "sos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "sos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-43.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "spco2_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "spco2_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "spco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "spco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-44.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "talkos"
[1] "talkos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "talkos_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "talkos_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "talkos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "talkos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-45.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "tos"
[1] "tos_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "tos_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "tos_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "tos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "tos_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"

Past versions of subset_cmorized_variable_forcing_data-46.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "MRI-ESM2-1_2D_CO2_v20220502"
[1] "A"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "dissicos_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"
[3] "dissicos_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[4] "dissicos_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"
[1] "dissicos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-47.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
 [1] "fgco2_glob_MRI-ESM2-1_A_1_gm_1980-2018_v20220502.nc"
 [2] "fgco2_glob_MRI-ESM2-1_B_1_gm_1980-2018_v20220502.nc"
 [3] "fgco2_glob_MRI-ESM2-1_C_1_gm_1980-2018_v20220502.nc"
 [4] "fgco2_glob_MRI-ESM2-1_D_1_gm_1980-2018_v20220502.nc"
 [5] "fgco2_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"     
 [6] "fgco2_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"     
 [7] "fgco2_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"     
 [8] "fgco2_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"     
 [9] "fgco2_reg_MRI-ESM2-1_A_1_gmr_1980-2018_v20220502.nc"
[10] "fgco2_reg_MRI-ESM2-1_B_1_gmr_1980-2018_v20220502.nc"
[11] "fgco2_reg_MRI-ESM2-1_C_1_gmr_1980-2018_v20220502.nc"
[12] "fgco2_reg_MRI-ESM2-1_D_1_gmr_1980-2018_v20220502.nc"
[1] "fgco2_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-48.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "no3os"
[1] "no3os_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "no3os_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "no3os_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-49.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "po4os"
[1] "po4os_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "po4os_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "po4os_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-50.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "sos"
[1] "sos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "sos_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "sos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-51.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "spco2_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"
[3] "spco2_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[4] "spco2_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"
[1] "spco2_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-52.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "talkos"
[1] "talkos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "talkos_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "talkos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-53.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "tos"
[1] "dissicnatos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "dissicnatos_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[3] "tos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"        
[4] "tos_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"        
[1] "tos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-54.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "D"
[1] "dissicos" "fgco2"    "spco2"   
[1] "dissicos"
[1] "dissicos_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "dissicos_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"
[3] "dissicos_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[4] "dissicos_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"
[1] "dissicos_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-55.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
 [1] "fgco2_glob_MRI-ESM2-1_A_1_gm_1980-2018_v20220502.nc"
 [2] "fgco2_glob_MRI-ESM2-1_B_1_gm_1980-2018_v20220502.nc"
 [3] "fgco2_glob_MRI-ESM2-1_C_1_gm_1980-2018_v20220502.nc"
 [4] "fgco2_glob_MRI-ESM2-1_D_1_gm_1980-2018_v20220502.nc"
 [5] "fgco2_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"     
 [6] "fgco2_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"     
 [7] "fgco2_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"     
 [8] "fgco2_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"     
 [9] "fgco2_reg_MRI-ESM2-1_A_1_gmr_1980-2018_v20220502.nc"
[10] "fgco2_reg_MRI-ESM2-1_B_1_gmr_1980-2018_v20220502.nc"
[11] "fgco2_reg_MRI-ESM2-1_C_1_gmr_1980-2018_v20220502.nc"
[12] "fgco2_reg_MRI-ESM2-1_D_1_gmr_1980-2018_v20220502.nc"
[1] "fgco2_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-56.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "spco2_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"
[3] "spco2_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[4] "spco2_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"
[1] "spco2_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"

Past versions of subset_cmorized_variable_forcing_data-57.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "NorESM-OC1.2_2D_CO2_v20211125"
[1] "A"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "dissicos_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "dissicos_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "dissicos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "dissicos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-58.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
 [1] "fgco2_glob_NorESM-OC1.2_A_1_1980-2018_v20211125.nc"
 [2] "fgco2_glob_NorESM-OC1.2_B_1_1980-2018_v20211125.nc"
 [3] "fgco2_glob_NorESM-OC1.2_C_1_1980-2018_v20211125.nc"
 [4] "fgco2_glob_NorESM-OC1.2_D_1_1980-2018_v20211125.nc"
 [5] "fgco2_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"  
 [6] "fgco2_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"  
 [7] "fgco2_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"  
 [8] "fgco2_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"  
 [9] "fgco2_reg_NorESM-OC1.2_A_1_1980-2018_v20211125.nc" 
[10] "fgco2_reg_NorESM-OC1.2_B_1_1980-2018_v20211125.nc" 
[11] "fgco2_reg_NorESM-OC1.2_C_1_1980-2018_v20211125.nc" 
[12] "fgco2_reg_NorESM-OC1.2_D_1_1980-2018_v20211125.nc" 
[1] "fgco2_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-59.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "no3os"
[1] "no3os_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "no3os_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "no3os_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "no3os_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "no3os_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-60.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "po4os"
[1] "po4os_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "po4os_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "po4os_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "po4os_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "po4os_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-61.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "sos"
[1] "sos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "sos_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "sos_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "sos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "sos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-62.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "spco2_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "spco2_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "spco2_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "spco2_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-63.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "talkos"
[1] "talkos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "talkos_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "talkos_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "talkos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "talkos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-64.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "tos"
[1] "tos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "tos_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "tos_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "tos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "tos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-65.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "D"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "dissicos_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "dissicos_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "dissicos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "dissicos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-66.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
 [1] "fgco2_glob_NorESM-OC1.2_A_1_1980-2018_v20211125.nc"
 [2] "fgco2_glob_NorESM-OC1.2_B_1_1980-2018_v20211125.nc"
 [3] "fgco2_glob_NorESM-OC1.2_C_1_1980-2018_v20211125.nc"
 [4] "fgco2_glob_NorESM-OC1.2_D_1_1980-2018_v20211125.nc"
 [5] "fgco2_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"  
 [6] "fgco2_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"  
 [7] "fgco2_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"  
 [8] "fgco2_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"  
 [9] "fgco2_reg_NorESM-OC1.2_A_1_1980-2018_v20211125.nc" 
[10] "fgco2_reg_NorESM-OC1.2_B_1_1980-2018_v20211125.nc" 
[11] "fgco2_reg_NorESM-OC1.2_C_1_1980-2018_v20211125.nc" 
[12] "fgco2_reg_NorESM-OC1.2_D_1_1980-2018_v20211125.nc" 
[1] "fgco2_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-67.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "no3os"
[1] "no3os_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "no3os_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "no3os_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "no3os_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "no3os_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-68.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "po4os"
[1] "po4os_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "po4os_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "po4os_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "po4os_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "po4os_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-69.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "sos"
[1] "sos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "sos_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "sos_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "sos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "sos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-70.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "spco2_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "spco2_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "spco2_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "spco2_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-71.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "talkos"
[1] "talkos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "talkos_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "talkos_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "talkos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "talkos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-72.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "tos"
[1] "tos_NorESM-OC1.2_A_1_gr_1980-2018_v20211125.nc"
[2] "tos_NorESM-OC1.2_B_1_gr_1980-2018_v20211125.nc"
[3] "tos_NorESM-OC1.2_C_1_gr_1980-2018_v20211125.nc"
[4] "tos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"
[1] "tos_NorESM-OC1.2_D_1_gr_1980-2018_v20211125.nc"

Past versions of subset_cmorized_variable_forcing_data-73.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "ORCA025-GEOMAR_2D_CO2_v20210804"
[1] "A"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "dissicos_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "dissicos_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "dissicos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "dissicos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-74.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
 [1] "fgco2_glob_ORCA025-GEOMAR_A_1_1980-2018_v20210804.nc"
 [2] "fgco2_glob_ORCA025-GEOMAR_B_1_1980-2018_v20210804.nc"
 [3] "fgco2_glob_ORCA025-GEOMAR_C_1_1980-2018_v20210804.nc"
 [4] "fgco2_glob_ORCA025-GEOMAR_D_1_1980-2018_v20210804.nc"
 [5] "fgco2_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"  
 [6] "fgco2_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"  
 [7] "fgco2_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"  
 [8] "fgco2_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"  
 [9] "fgco2_reg_ORCA025-GEOMAR_A_1_1980-2018_v20210804.nc" 
[10] "fgco2_reg_ORCA025-GEOMAR_B_1_1980-2018_v20210804.nc" 
[11] "fgco2_reg_ORCA025-GEOMAR_C_1_1980-2018_v20210804.nc" 
[12] "fgco2_reg_ORCA025-GEOMAR_D_1_1980-2018_v20210804.nc" 
[1] "fgco2_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-75.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "no3os"
[1] "no3os_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "no3os_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "no3os_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "no3os_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "no3os_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-76.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "po4os"
[1] "po4os_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "po4os_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "po4os_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "po4os_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "po4os_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-77.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "sos"
[1] "sos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "sos_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "sos_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "sos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "sos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-78.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "spco2_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "spco2_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "spco2_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "spco2_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-79.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "talkos"
[1] "talkos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "talkos_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "talkos_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "talkos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "talkos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-80.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "tos"
[1] "tos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "tos_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "tos_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "tos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "tos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-81.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "D"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "dissicos_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "dissicos_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "dissicos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "dissicos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-82.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "fgco2"
 [1] "fgco2_glob_ORCA025-GEOMAR_A_1_1980-2018_v20210804.nc"
 [2] "fgco2_glob_ORCA025-GEOMAR_B_1_1980-2018_v20210804.nc"
 [3] "fgco2_glob_ORCA025-GEOMAR_C_1_1980-2018_v20210804.nc"
 [4] "fgco2_glob_ORCA025-GEOMAR_D_1_1980-2018_v20210804.nc"
 [5] "fgco2_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"  
 [6] "fgco2_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"  
 [7] "fgco2_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"  
 [8] "fgco2_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"  
 [9] "fgco2_reg_ORCA025-GEOMAR_A_1_1980-2018_v20210804.nc" 
[10] "fgco2_reg_ORCA025-GEOMAR_B_1_1980-2018_v20210804.nc" 
[11] "fgco2_reg_ORCA025-GEOMAR_C_1_1980-2018_v20210804.nc" 
[12] "fgco2_reg_ORCA025-GEOMAR_D_1_1980-2018_v20210804.nc" 
[1] "fgco2_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-83.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "no3os"
[1] "no3os_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "no3os_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "no3os_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "no3os_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "no3os_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-84.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "po4os"
[1] "po4os_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "po4os_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "po4os_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "po4os_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "po4os_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-85.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "sos"
[1] "sos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "sos_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "sos_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "sos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "sos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-86.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "spco2"
[1] "spco2_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "spco2_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "spco2_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "spco2_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "spco2_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-87.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "talkos"
[1] "talkos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "talkos_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "talkos_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "talkos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "talkos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-88.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "tos"
[1] "tos_ORCA025-GEOMAR_A_1_gr_1980-2018_v20210804.nc"
[2] "tos_ORCA025-GEOMAR_B_1_gr_1980-2018_v20210804.nc"
[3] "tos_ORCA025-GEOMAR_C_1_gr_1980-2018_v20210804.nc"
[4] "tos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"
[1] "tos_ORCA025-GEOMAR_D_1_gr_1980-2018_v20210804.nc"

Past versions of subset_cmorized_variable_forcing_data-89.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "ORCA1-LIM3-PISCES_2D_CO2_v20211215"
[1] "A"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "dissicos_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "dissicos_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "dissicos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "dissicos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-90.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "fgco2"
 [1] "fgco2_glob_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
 [2] "fgco2_glob_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
 [3] "fgco2_glob_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
 [4] "fgco2_glob_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
 [5] "fgco2_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"     
 [6] "fgco2_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"     
 [7] "fgco2_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"     
 [8] "fgco2_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"     
 [9] "fgco2_reg_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc" 
[10] "fgco2_reg_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc" 
[11] "fgco2_reg_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc" 
[12] "fgco2_reg_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc" 
[1] "fgco2_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-91.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "no3os"
[1] "no3os_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "no3os_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "no3os_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "no3os_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "no3os_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-92.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "po4os"
[1] "po4os_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "po4os_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "po4os_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "po4os_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "po4os_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-93.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "sos"
[1] "sos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "sos_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "sos_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "sos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "sos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-94.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "spco2"
[1] "spco2_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "spco2_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "spco2_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "spco2_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "spco2_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-95.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "talkos"
[1] "talkos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "talkos_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "talkos_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "talkos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "talkos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-96.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "tos"
[1] "tos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "tos_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "tos_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "tos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "tos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-97.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "D"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "dissicos_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "dissicos_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "dissicos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "dissicos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-98.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "fgco2"
 [1] "fgco2_glob_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
 [2] "fgco2_glob_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
 [3] "fgco2_glob_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
 [4] "fgco2_glob_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
 [5] "fgco2_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"     
 [6] "fgco2_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"     
 [7] "fgco2_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"     
 [8] "fgco2_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"     
 [9] "fgco2_reg_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc" 
[10] "fgco2_reg_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc" 
[11] "fgco2_reg_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc" 
[12] "fgco2_reg_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc" 
[1] "fgco2_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-99.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "no3os"
[1] "no3os_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "no3os_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "no3os_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "no3os_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "no3os_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-100.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "po4os"
[1] "po4os_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "po4os_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "po4os_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "po4os_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "po4os_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-101.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "sos"
[1] "sos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "sos_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "sos_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "sos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "sos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-102.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "spco2"
[1] "spco2_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "spco2_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "spco2_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "spco2_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "spco2_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-103.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "talkos"
[1] "talkos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "talkos_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "talkos_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "talkos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "talkos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-104.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "tos"
[1] "tos_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"
[2] "tos_ORCA1-LIM3-PISCES_B_1_gr_1980-2018_v20211215.nc"
[3] "tos_ORCA1-LIM3-PISCES_C_1_gr_1980-2018_v20211215.nc"
[4] "tos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"
[1] "tos_ORCA1-LIM3-PISCES_D_1_gr_1980-2018_v20211215.nc"

Past versions of subset_cmorized_variable_forcing_data-105.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "planktom12_2d_co2_v20220404"
[1] "A"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "dissicos_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "dissicos_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "dissicos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "dissicos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-106.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "fgco2"
 [1] "fgco2_glob_PlankTOM12_A_1_gr_1980-2018_v20220404.csv"
 [2] "fgco2_glob_PlankTOM12_B_1_gr_1980-2018_v20220404.csv"
 [3] "fgco2_glob_PlankTOM12_C_1_gr_1980-2018_v20220404.csv"
 [4] "fgco2_glob_PlankTOM12_D_1_gr_1980-2018_v20220404.csv"
 [5] "fgco2_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"      
 [6] "fgco2_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"      
 [7] "fgco2_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"      
 [8] "fgco2_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"      
 [9] "fgco2_reg_PlankTOM12_A_1_gr_1980-2018_v20220404.csv" 
[10] "fgco2_reg_PlankTOM12_B_1_gr_1980-2018_v20220404.csv" 
[11] "fgco2_reg_PlankTOM12_C_1_gr_1980-2018_v20220404.csv" 
[12] "fgco2_reg_PlankTOM12_D_1_gr_1980-2018_v20220404.csv" 
[1] "fgco2_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-107.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "no3os"
[1] "no3os_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "no3os_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "no3os_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "no3os_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "no3os_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-108.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "po4os"
[1] "po4os_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "po4os_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "po4os_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "po4os_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "po4os_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-109.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "sos"
[1] "sos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "sos_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "sos_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "sos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "sos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-110.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "spco2"
[1] "spco2_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "spco2_PlankTOM12_B_1_gr_1980-2018_v20220404.n" 
[3] "spco2_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "spco2_PlankTOM12_D_1_gr_1980-2018_v20220404.n" 
[1] "spco2_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-111.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "talkos"
[1] "talkos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "talkos_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "talkos_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "talkos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "talkos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-112.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "tos"
[1] "tos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "tos_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "tos_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "tos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "tos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-113.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "D"
[1] "dissicos" "fgco2"    "no3os"    "po4os"    "sos"      "spco2"    "talkos"  
[8] "tos"     
[1] "dissicos"
[1] "dissicos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "dissicos_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "dissicos_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "dissicos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "dissicos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-114.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "fgco2"
 [1] "fgco2_glob_PlankTOM12_A_1_gr_1980-2018_v20220404.csv"
 [2] "fgco2_glob_PlankTOM12_B_1_gr_1980-2018_v20220404.csv"
 [3] "fgco2_glob_PlankTOM12_C_1_gr_1980-2018_v20220404.csv"
 [4] "fgco2_glob_PlankTOM12_D_1_gr_1980-2018_v20220404.csv"
 [5] "fgco2_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"      
 [6] "fgco2_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"      
 [7] "fgco2_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"      
 [8] "fgco2_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"      
 [9] "fgco2_reg_PlankTOM12_A_1_gr_1980-2018_v20220404.csv" 
[10] "fgco2_reg_PlankTOM12_B_1_gr_1980-2018_v20220404.csv" 
[11] "fgco2_reg_PlankTOM12_C_1_gr_1980-2018_v20220404.csv" 
[12] "fgco2_reg_PlankTOM12_D_1_gr_1980-2018_v20220404.csv" 
[1] "fgco2_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-115.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "no3os"
[1] "no3os_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "no3os_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "no3os_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "no3os_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "no3os_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-116.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "po4os"
[1] "po4os_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "po4os_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "po4os_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "po4os_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "po4os_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-117.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "sos"
[1] "sos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "sos_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "sos_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "sos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "sos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-118.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "spco2"
[1] "spco2_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "spco2_PlankTOM12_B_1_gr_1980-2018_v20220404.n" 
[3] "spco2_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "spco2_PlankTOM12_D_1_gr_1980-2018_v20220404.n" 
[1] "spco2_PlankTOM12_D_1_gr_1980-2018_v20220404.n"

Past versions of subset_cmorized_variable_forcing_data-119.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "talkos"
[1] "talkos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "talkos_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "talkos_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "talkos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "talkos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-120.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

[1] "tos"
[1] "tos_PlankTOM12_A_1_gr_1980-2018_v20220404.nc"
[2] "tos_PlankTOM12_B_1_gr_1980-2018_v20220404.nc"
[3] "tos_PlankTOM12_C_1_gr_1980-2018_v20220404.nc"
[4] "tos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"
[1] "tos_PlankTOM12_D_1_gr_1980-2018_v20220404.nc"

Past versions of subset_cmorized_variable_forcing_data-121.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24

4 Air-sea disequilibrium

# set name of model to be subsetted
# model_IDs <- c("A")
model_IDs <- c("A", "B", "C", "D")

# for loop across variables
variables <-
  c("spco2",
    "Kw",
    "pco2atm",
    "alpha",
    "fice")


mol_to_g <- 12
P <- 1e-15
m3_to_kg <- 1030
sec_to_yr <- 60 * 60 * 24 * 365

unit_conversion_to_PgCyr <-
  mol_to_g * P * sec_to_yr / m3_to_kg

# models <- models[7:length(models)]

for (i_model in models) {
  # i_model <- models[5]
  print(i_model)
  
  file <-
    list.files(path = paste0(
      path_cmorized_ancillary,
      str_replace(i_model, "2D_CO2|2D_co2|2d_co2", "Ancillary_data")
    ),
    pattern = "area")
  
  print(file)
  
  if (i_model == "CNRM-ESM2-1_2D_CO2_v20211208") {
    file <-
      file[str_detect(file, pattern = paste0("_A_"))]
  }
  
  if (i_model %in% c("ORCA025-GEOMAR_2D_CO2_v20210804",
                     "ORCA1-LIM3-PISCES_2D_CO2_v20211215")) {
    file <-
      file[str_detect(file, pattern = paste0("area_O"))]
  }
  
  if (i_model %in% c("planktom12_2d_co2_v20220404")) {
    file <-
      list.files(path = paste0(
        path_cmorized_ancillary,
        str_replace(i_model, "2D_CO2|2D_co2|2d_co2", "ancillary_data")
      ),
      pattern = "area")
    
    area_grid <-
      variable_data <-
      read_ncdf(paste0(
        path_cmorized_ancillary,
        str_replace(i_model, "2d_co2", "ancillary_data"),
        "/",
        file
      ),
      make_units = FALSE) %>%
      as_tibble()
    
  } else {
    area_grid <-
      variable_data <-
      read_ncdf(paste0(
        path_cmorized_ancillary,
        str_replace(i_model, "2D_CO2", "Ancillary_data"),
        "/",
        file
      ),
      make_units = FALSE) %>%
      as_tibble()
  }
  

  
  for (i_model_ID in model_IDs) {
    # i_model_ID <- model_IDs[1]
    print(i_model_ID)
    
    variables_available <-
      list.files(
        path = paste0(path_cmorized, i_model),
        pattern = paste0("_", i_model_ID, "_")
      )
    
    if (length(variables_available) > 0) {
      variables_available <-
        str_split(variables_available,
                  pattern = "_",
                  simplify = TRUE)[, 1]
      variables_available <-
        variables_available[variables_available %in% variables]
      variables_available <- unique(variables_available)
      
      print(variables_available)
      
      if (length(variables_available) == 5) {
        for (i_variable in variables_available) {
          # i_variable <- variables_available[1]
          
          print(i_variable)
          
          # print("sleep")
          Sys.sleep(1)
          
          # read list of all files
          file <-
            list.files(
              path = paste0(path_cmorized, i_model),
              pattern = paste0(i_variable, "_")
            )
          
          print(file)
          
          file <-
            file[str_detect(file, pattern = paste0("_", i_model_ID, "_"))]
          
          file <- file[!str_detect(file, pattern = "_reg")]
          file <- file[!str_detect(file, pattern = "_glob")]
          file <- file[!str_detect(file, pattern = "dissicnatos")]
          
          print(file)
          
          # read in data
          variable_data <-
            read_ncdf(paste0(path_cmorized,
                             i_model,
                             "/",
                             file),
                      make_units = FALSE)
          
          # convert to tibble
          variable_data_tibble <- variable_data %>%
            as_tibble()
          
          # remove open link to nc file
          rm(variable_data)
          
          # remove na values
          variable_data_tibble <-
            variable_data_tibble %>%
            drop_na()
          
          
          if (exists("all_variables")) {
            all_variables <- inner_join(all_variables, variable_data_tibble)
          }
          
          if (!exists("all_variables")) {
            all_variables <- variable_data_tibble
          }
          
          
        }
        
        all_variables <- inner_join(all_variables,
                                    area_grid)
        
        if (i_model == "CESM-ETHZ_2D_CO2_v20211122") {
          all_variables <- all_variables %>%
            rename(time = time_mon)
        }
        
        if (i_model == "FESOM_REcoM_LR_2D_CO2_v20211119") {
          all_variables <- all_variables %>%
            rename(lat = Lat,
                   lon = Lon,
                   time = Time) %>%
            mutate(time = as.Date(time, origin = '1980-01-01'))
        }
        
        # harmonize longitudes
        all_variables <- all_variables %>%
          mutate(lon = if_else(lon < 20, lon + 360, lon))
        
        # only consider model grids within basinmask
        all_variables <-
          inner_join(all_variables, basinmask) %>%
          select(-basin_AIP)
        
        
        all_variables <- all_variables %>%
          mutate(
            delta_pco2 = spco2 - pco2atm,
            scale = area * Kw * alpha * (1 - fice),
            fgco2 = delta_pco2 * scale
          )
        
        delta_pco2_monthly <- all_variables %>%
          group_by(time) %>%
          summarise(
            scaling_glob = sum(scale),
            fgco2_glob = sum(fgco2),
            delta_pco2_glob = fgco2_glob / scaling_glob
          ) %>%
          ungroup() %>%
          mutate(fgco2_glob = fgco2_glob * unit_conversion_to_PgCyr)
        
        delta_pco2_annual <- delta_pco2_monthly %>%
          mutate(year = year(time)) %>%
          group_by(year) %>%
          summarise(
            scaling_glob = mean(scaling_glob),
            fgco2_glob = mean(fgco2_glob),
            delta_pco2_glob = mean(delta_pco2_glob)
          ) %>%
          ungroup()
        
        print(
          ggplot() +
            geom_path(
              data = delta_pco2_monthly,
              aes(decimal_date(time), delta_pco2_glob, col = "monthly")
            ) +
            geom_path(data = delta_pco2_annual,
                      aes(year, delta_pco2_glob, col = "annual")) +
            scale_color_brewer(palette = "Set1", name = "Average") +
            labs(
              title = paste(
                str_remove(i_model, "2D_CO2_"),
                "| model_id:",
                i_model_ID
              ),
              x = "year"
            )
        )
        
        print(
          ggplot() +
            geom_path(data = delta_pco2_monthly,
                      aes(
                        decimal_date(time), fgco2_glob, col = "monthly"
                      )) +
            geom_path(data = delta_pco2_annual,
                      aes(year, fgco2_glob, col = "annual")) +
            scale_color_brewer(palette = "Set1", name = "Average") +
            labs(
              title = paste(
                str_remove(i_model, "2D_CO2_") ,
                "| model_id:",
                i_model_ID
              ),
              x = "year"
            )
        )
        
        print(ggplot() +
                geom_path(
                  data = delta_pco2_annual,
                  aes(year,
                      scaling_glob * unit_conversion_to_PgCyr)
                ))
        
        print(
          ggplot() +
            geom_path(
              data = delta_pco2_annual,
              aes(
                year,
                scaling_glob * delta_pco2_glob * unit_conversion_to_PgCyr,
                col = "scaled"
              )
            ) +
            geom_path(data = delta_pco2_annual,
                      aes(year, fgco2_glob, col = "integrated")) +
            scale_color_brewer(palette = "Set1", name = "Estimate") +
            scale_y_continuous(name = "Air-sea flux [PgC yr-1]") +
            labs(
              title = paste(
                str_remove(i_model, "2D_CO2_"),
                "| model_id:",
                i_model_ID
              ),
              x = "year"
            )
        )
        
        # write raw data file for GLODAP-based subsetting model variables
        delta_pco2_annual %>%
          select(-c(scaling_glob, fgco2_glob)) %>%
          write_csv(
            file = paste0(
              path_preprocessing,
              "surface_ocean_disequilibrium/",
              str_remove(i_model, "2D_CO2_"),
              "_",
              i_model_ID,
              "_annual.csv"
            )
          )
        
        rm(i_variable,
           all_variables,
           delta_pco2_annual,
           delta_pco2_monthly)
        
      }
    }
  }
}

[1] "CESM-ETHZ_2D_CO2_v20211122"
[1] "area_CESM-ETHZ_1_gr_v20211122.nc"
[1] "A"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "alpha_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "alpha_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "alpha_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "alpha_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[1] "fice"
[1] "fice_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "fice_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "fice_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "fice_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "fice_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[1] "Kw"
[1] "Kw_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "Kw_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "Kw_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "Kw_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "Kw_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[1] "pco2atm"
[1] "pco2atm_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "pco2atm_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "pco2atm_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "pco2atm_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "pco2atm_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[1] "spco2"
[1] "spco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "spco2_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "spco2_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "spco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "spco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"

Past versions of air_sea_disequilibria-1.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16
c424d18	jens-daniel-mueller	2021-06-11
13659b9	jens-daniel-mueller	2021-06-09
0e663e3	jens-daniel-mueller	2021-06-09

Past versions of air_sea_disequilibria-2.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16
c424d18	jens-daniel-mueller	2021-06-11
13659b9	jens-daniel-mueller	2021-06-09

Past versions of air_sea_disequilibria-3.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16
c424d18	jens-daniel-mueller	2021-06-11
13659b9	jens-daniel-mueller	2021-06-09

Past versions of air_sea_disequilibria-4.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16
c424d18	jens-daniel-mueller	2021-06-11
13659b9	jens-daniel-mueller	2021-06-09

[1] "B"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "alpha_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "alpha_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "alpha_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "alpha_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[1] "fice"
[1] "fice_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "fice_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "fice_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "fice_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "fice_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[1] "Kw"
[1] "Kw_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "Kw_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "Kw_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "Kw_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "Kw_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[1] "pco2atm"
[1] "pco2atm_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "pco2atm_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "pco2atm_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "pco2atm_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "pco2atm_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[1] "spco2"
[1] "spco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "spco2_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "spco2_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "spco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "spco2_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"

Past versions of air_sea_disequilibria-5.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16
c424d18	jens-daniel-mueller	2021-06-11

Past versions of air_sea_disequilibria-6.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16
c424d18	jens-daniel-mueller	2021-06-11

Past versions of air_sea_disequilibria-7.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16
c424d18	jens-daniel-mueller	2021-06-11

Past versions of air_sea_disequilibria-8.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16
c424d18	jens-daniel-mueller	2021-06-11

[1] "C"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "alpha_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "alpha_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "alpha_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "alpha_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[1] "fice"
[1] "fice_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "fice_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "fice_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "fice_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "fice_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[1] "Kw"
[1] "Kw_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "Kw_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "Kw_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "Kw_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "Kw_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[1] "pco2atm"
[1] "pco2atm_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "pco2atm_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "pco2atm_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "pco2atm_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "pco2atm_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[1] "spco2"
[1] "spco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "spco2_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "spco2_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "spco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "spco2_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"

Past versions of air_sea_disequilibria-9.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16

Past versions of air_sea_disequilibria-10.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16

Past versions of air_sea_disequilibria-11.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16

Past versions of air_sea_disequilibria-12.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17
a64f00b	jens-daniel-mueller	2021-06-16

[1] "D"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "alpha_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "alpha_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "alpha_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "alpha_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "fice"
[1] "fice_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "fice_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "fice_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "fice_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "fice_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "Kw"
[1] "Kw_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "Kw_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "Kw_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "Kw_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "Kw_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "pco2atm"
[1] "pco2atm_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "pco2atm_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "pco2atm_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "pco2atm_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "pco2atm_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "spco2"
[1] "spco2_CESM-ETHZ_A_1_gr_1980-2018_v20211122.nc"
[2] "spco2_CESM-ETHZ_B_1_gr_1980-2018_v20211122.nc"
[3] "spco2_CESM-ETHZ_C_1_gr_1980-2018_v20211122.nc"
[4] "spco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"
[1] "spco2_CESM-ETHZ_D_1_gr_1980-2018_v20211122.nc"

Past versions of air_sea_disequilibria-13.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17

Past versions of air_sea_disequilibria-14.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17

Past versions of air_sea_disequilibria-15.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17

Past versions of air_sea_disequilibria-16.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
26d8b1d	jens-daniel-mueller	2022-05-13
df15df5	jens-daniel-mueller	2022-05-12
06054b2	jens-daniel-mueller	2022-05-10
85b0624	Donghe-Zhu	2021-06-25
8c6e49f	jens-daniel-mueller	2021-06-17

[1] "EC-Earth3_2D_CO2_v20220323"
[1] "area_EC-Earth3_gr_1980-2018_v20220323.nc"
[2] "area_tot_EC-Earth3_gn_v20220323.nc"      
[1] "A"
[1] "fice"  "spco2"
[1] "B"
[1] "fice"  "spco2"
[1] "C"
[1] "fice"  "spco2"
[1] "D"
[1] "fice"  "spco2"
[1] "FESOM_REcoM_LR_2D_CO2_v20211119"
[1] "area_FESOM_REcoM_LR_v20211119.nc"
[1] "A"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "alpha_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "alpha_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "alpha_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "alpha_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[1] "fice"
[1] "fice_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "fice_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "fice_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "fice_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "fice_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[1] "Kw"
[1] "Kw_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "Kw_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "Kw_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "Kw_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "Kw_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[1] "pco2atm"
[1] "pco2atm_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "pco2atm_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "pco2atm_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "pco2atm_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "pco2atm_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[1] "spco2"
[1] "spco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "spco2_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "spco2_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "spco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "spco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"

Past versions of air_sea_disequilibria-17.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-18.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-19.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-20.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "B"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "alpha_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "alpha_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "alpha_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "alpha_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[1] "fice"
[1] "fice_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "fice_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "fice_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "fice_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "fice_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[1] "Kw"
[1] "Kw_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "Kw_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "Kw_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "Kw_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "Kw_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[1] "pco2atm"
[1] "pco2atm_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "pco2atm_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "pco2atm_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "pco2atm_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "pco2atm_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[1] "spco2"
[1] "spco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "spco2_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "spco2_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "spco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "spco2_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"

Past versions of air_sea_disequilibria-21.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-22.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-23.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-24.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "C"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "alpha_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "alpha_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "alpha_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "alpha_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[1] "fice"
[1] "fice_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "fice_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "fice_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "fice_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "fice_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[1] "Kw"
[1] "Kw_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "Kw_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "Kw_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "Kw_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "Kw_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[1] "pco2atm"
[1] "pco2atm_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "pco2atm_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "pco2atm_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "pco2atm_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "pco2atm_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[1] "spco2"
[1] "spco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "spco2_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "spco2_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "spco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "spco2_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"

Past versions of air_sea_disequilibria-25.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-26.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-27.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-28.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "D"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "alpha_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "alpha_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "alpha_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "alpha_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "fice"
[1] "fice_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "fice_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "fice_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "fice_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "fice_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "Kw"
[1] "Kw_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "Kw_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "Kw_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "Kw_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "Kw_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "pco2atm"
[1] "pco2atm_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "pco2atm_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "pco2atm_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "pco2atm_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "pco2atm_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "spco2"
[1] "spco2_FESOM_REcoM_LR_A_1_gr_1980-2018_v20211119.nc"
[2] "spco2_FESOM_REcoM_LR_B_1_gr_1980-2018_v20211119.nc"
[3] "spco2_FESOM_REcoM_LR_C_1_gr_1980-2018_v20211119.nc"
[4] "spco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"
[1] "spco2_FESOM_REcoM_LR_D_1_gr_1980-2018_v20211119.nc"

Past versions of air_sea_disequilibria-29.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-30.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-31.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-32.png

Version	Author	Date
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "MRI-ESM2-1_2D_CO2_v20220502"
[1] "area_MRI-ESM2-1_1_gr_1980-1980_v20220502.nc"
[1] "A"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "alpha_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "alpha_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[1] "fice"
[1] "fice_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "fice_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "fice_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[1] "Kw"
[1] "Kw_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "Kw_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "Kw_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[1] "pco2atm"
[1] "pco2atm_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "pco2atm_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"
[3] "pco2atm_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[4] "pco2atm_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"
[1] "pco2atm_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[1] "spco2"
[1] "spco2_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "spco2_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"
[3] "spco2_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[4] "spco2_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"
[1] "spco2_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"

Past versions of air_sea_disequilibria-33.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-34.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-35.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-36.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "B"
[1] "pco2atm" "spco2"  
[1] "C"
[1] "alpha"   "fice"    "Kw"      "pco2atm" "spco2"  
[1] "alpha"
[1] "alpha_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "alpha_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "alpha_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "fice"
[1] "fice_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "fice_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "fice_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "Kw"
[1] "Kw_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "Kw_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "Kw_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "pco2atm"
[1] "pco2atm_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "pco2atm_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"
[3] "pco2atm_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[4] "pco2atm_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"
[1] "pco2atm_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[1] "spco2"
[1] "spco2_MRI-ESM2-1_A_1_gr_1980-2018_v20220502.nc"
[2] "spco2_MRI-ESM2-1_B_1_gr_1980-2018_v20220502.nc"
[3] "spco2_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"
[4] "spco2_MRI-ESM2-1_D_1_gr_1980-2018_v20220502.nc"
[1] "spco2_MRI-ESM2-1_C_1_gr_1980-2018_v20220502.nc"

Past versions of air_sea_disequilibria-37.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-38.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-39.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

Past versions of air_sea_disequilibria-40.png

Version	Author	Date
e829a11	jens-daniel-mueller	2022-07-05
89cbb74	jens-daniel-mueller	2022-05-26
9e85627	jens-daniel-mueller	2022-05-24
42bbb89	jens-daniel-mueller	2022-05-24
2319f2e	jens-daniel-mueller	2022-05-21
2257c34	jens-daniel-mueller	2022-05-20
26d8b1d	jens-daniel-mueller	2022-05-13

[1] "D"
[1] "pco2atm" "spco2"  
[1] "NorESM-OC1.2_2D_CO2_v20211125"
[1] "area_NorESM-OC1.2_A_1_gr_v20211125.nc"
[2] "area_NorESM-OC1.2_B_1_gr_v20211125.nc"
[3] "area_NorESM-OC1.2_C_1_gr_v20211125.nc"
[4] "area_NorESM-OC1.2_D_1_gr_v20211125.nc"
[1] "A"
[1] "fice"    "pco2atm" "spco2"  
[1] "B"
[1] "fice"    "pco2atm" "spco2"  
[1] "C"
[1] "fice"    "pco2atm" "spco2"  
[1] "D"
[1] "fice"    "pco2atm" "spco2"  
[1] "ORCA025-GEOMAR_2D_CO2_v20210804"
[1] "area_ORCA025-GEOMAR_1_gr_1980-2018_v20210804.nc"        
[2] "area_tot_native_ORCA025-GEOMAR_1_1980-2018_v20210804.nc"
[1] "A"
[1] "fice"  "spco2"
[1] "B"
[1] "fice"  "spco2"
[1] "C"
[1] "fice"  "spco2"
[1] "D"
[1] "fice"  "spco2"
[1] "ORCA1-LIM3-PISCES_2D_CO2_v20211215"
[1] "area_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.nc"            
[2] "area_tot_native_ORCA1-LIM3-PISCES_A_1_gr_1980-2018_v20211215.txt"
[1] "A"
[1] "fice"  "spco2"
[1] "B"
[1] "fice"  "spco2"
[1] "C"
[1] "fice"  "spco2"
[1] "D"
[1] "fice"  "spco2"
[1] "planktom12_2d_co2_v20220404"
character(0)
[1] "A"
[1] "fice"  "spco2"
[1] "B"
[1] "fice"  "spco2"
[1] "C"
[1] "fice"  "spco2"
[1] "D"
[1] "fice"  "spco2"

Session information

sessionInfo()

R version 4.1.2 (2021-11-01)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: openSUSE Leap 15.3

Matrix products: default
BLAS:   /usr/local/R-4.1.2/lib64/R/lib/libRblas.so
LAPACK: /usr/local/R-4.1.2/lib64/R/lib/libRlapack.so

locale:
 [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
 [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
 [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
 [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
 [9] LC_ADDRESS=C               LC_TELEPHONE=C            
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] reticulate_1.23    oce_1.5-0          gsw_1.0-6          rqdatatable_1.3.0 
 [5] rquery_1.4.7       wrapr_2.0.8        lubridate_1.8.0    stars_0.5-5       
 [9] sf_1.0-5           abind_1.4-5        geomtextpath_0.1.0 colorspace_2.0-2  
[13] marelac_2.1.10     shape_1.4.6        ggforce_0.3.3      metR_0.11.0       
[17] scico_1.3.0        patchwork_1.1.1    collapse_1.7.0     forcats_0.5.1     
[21] stringr_1.4.0      dplyr_1.0.7        purrr_0.3.4        readr_2.1.1       
[25] tidyr_1.1.4        tibble_3.1.6       ggplot2_3.3.5      tidyverse_1.3.1   
[29] workflowr_1.7.0   

loaded via a namespace (and not attached):
 [1] ellipsis_0.3.2     class_7.3-20       rprojroot_2.0.2    fs_1.5.2          
 [5] rstudioapi_0.13    proxy_0.4-26       farver_2.1.0       bit64_4.0.5       
 [9] fansi_1.0.2        xml2_1.3.3         knitr_1.37         polyclip_1.10-0   
[13] jsonlite_1.7.3     broom_0.7.11       dbplyr_2.1.1       png_0.1-7         
[17] compiler_4.1.2     httr_1.4.2         backports_1.4.1    assertthat_0.2.1  
[21] Matrix_1.4-0       fastmap_1.1.0      cli_3.1.1          later_1.3.0       
[25] tweenr_1.0.2       htmltools_0.5.2    tools_4.1.2        gtable_0.3.0      
[29] glue_1.6.0         Rcpp_1.0.8         RNetCDF_2.5-2      cellranger_1.1.0  
[33] jquerylib_0.1.4    vctrs_0.3.8        PCICt_0.5-4.1      lwgeom_0.2-8      
[37] xfun_0.29          ps_1.6.0           rvest_1.0.2        ncmeta_0.3.0      
[41] lifecycle_1.0.1    getPass_0.2-2      MASS_7.3-55        scales_1.1.1      
[45] vroom_1.5.7        hms_1.1.1          promises_1.2.0.1   parallel_4.1.2    
[49] RColorBrewer_1.1-2 yaml_2.2.1         sass_0.4.0         stringi_1.7.6     
[53] highr_0.9          e1071_1.7-9        checkmate_2.0.0    rlang_1.0.2       
[57] pkgconfig_2.0.3    systemfonts_1.0.3  evaluate_0.14      lattice_0.20-45   
[61] SolveSAPHE_2.1.0   labeling_0.4.2     bit_4.0.4          processx_3.5.2    
[65] tidyselect_1.1.1   seacarb_3.3.0      magrittr_2.0.1     R6_2.5.1          
[69] generics_0.1.1     DBI_1.1.2          pillar_1.6.4       haven_2.4.3       
[73] whisker_0.4        withr_2.4.3        units_0.7-2        modelr_0.1.8      
[77] crayon_1.4.2       KernSmooth_2.23-20 utf8_1.2.2         tzdb_0.2.0        
[81] rmarkdown_2.11     grid_4.1.2         readxl_1.3.1       data.table_1.14.2 
[85] callr_3.7.0        git2r_0.29.0       reprex_2.0.1       digest_0.6.29     
[89] classInt_0.4-3     httpuv_1.6.5       textshaping_0.3.6  munsell_0.5.0     
[93] viridisLite_0.4.0  bslib_0.3.1