CSIO-MNR Argo Temperature Climatology

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Last updated: 2024-05-13

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---

Task

This script loads the temperature climatology. The climatology netCDF has previously been downloaded. The lat and lon fields are harmonised to our requirements, by 0.5 degree and 20.5 ≥ lon ≤ 379.5.

CSIO-MNR climatology - of Li et al. (2017)

Li, H., F. Xu, W. Zhou, D. Wang, J. S. Wright, Z. Liu, and Y. Lin (2017), Development of a global gridded Argo data set with Barnes successive corrections, J. Geophys. Res.Oceans, 122, doi: 10.1002/2016JC012285.6

UCSD climatology - Roemmich and Gilson UCSD argo temperature climatology

Roemmich, D. and J. Gilson, 2009: The 2004-2008 mean and annual cycle of temperature, salinity, and steric height in the global ocean from the Argo Program. Progress in Oceanography, 82, 81-100

Dependencies

CSIO-MNR climatology - /nfs/kryo/work/updata/argo_climatology/temperature, monthly temperature climatology files BOA_Argo_monthly_MM.nc.

UCSD climatology - /nfs/kryo/work/updata/argo_climatology/temperature RG_ArgoClim_33pfit_2019_mean.nc and RG_ArgoClim_33pfit_2019_annual.nc

Outputs (in BGC preprocessed folder)

boa_temp_clim.rds – the CSIO-MNR temperature climatology by 1°x1° and month.

clim_argo_temp_ucsd.rds - the UCSD temperature climatology by 1°x1° and month.

library(tidyverse)
# library(ggOceanMaps)
library(oce)

Load data

path_updata <- "/nfs/kryo/work/updata"
path_argo_clim_temp <- paste0(path_updata, "/argo_climatology/temperature")
path_emlr_utilities <- "/nfs/kryo/work/jenmueller/emlr_cant/utilities/files/"
path_argo <- '/nfs/kryo/work/updata/bgc_argo_r_argodata'
path_argo_preprocessed <- paste0(path_argo, "/preprocessed_bgc_data")

theme_set(theme_bw())

map <-
  read_rds(paste(path_emlr_utilities,
                 "map_landmask_WOA18.rds",
                 sep = ""))

# Mayot biome separations 

nm_biomes <- read_rds(file = paste0(path_argo_preprocessed, "/nm_biomes.rds"))


# WOA 18 basin mask

basinmask <-
  read_csv(
    paste(path_emlr_utilities,
          "basin_mask_WOA18.csv",
          sep = ""),
    col_types = cols("MLR_basins" = col_character())
  )

basinmask <- basinmask %>%
  filter(MLR_basins == unique(basinmask$MLR_basins)[1]) %>% 
  select(-c(MLR_basins, basin))

CSIO-MNR climatology

CSIO-MNR Argo temperature climatology of Li et al. (2017)

Li, H., F. Xu, W. Zhou, D. Wang, J. S. Wright, Z. Liu, and Y. Lin (2017), Development of a global gridded Argo data set with Barnes successive corrections, J. Geophys. Res.Oceans, 122, doi: 10.1002/2016JC012285.6

User Manual: Shaolei Lu，Zenghong Liu，Hong Li，Zhaoqin Li，Xiaofen Wu，Chaohui Sun，Jianping Xu.(2020). Manual of Global Ocean Argo gridded data set (BOA_Argo) (Version 2019), 14 pp https://argo.ucsd.edu/wp-content/uploads/sites/361/2020/07/User_Manual_BOA_Argo-2020.pdf

Read data

jan <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_01.nc")) %>% 
  mutate(month = 1) %>% 
  select(-c(salt, time))

feb <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_02.nc")) %>% 
  mutate(month = 2) %>% 
  select(-c(salt, time))

mar <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_03.nc")) %>% 
  mutate(month = 3) %>% 
  select(-c(salt, time))

apr <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_04.nc")) %>% 
  mutate(month = 4) %>% 
  select(-c(salt, time))

may <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_05.nc")) %>% 
  mutate(month = 5) %>% 
  select(-c(salt, time))

jun <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_06.nc")) %>% 
  mutate(month = 6) %>% 
  select(-c(salt, time))

jul <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_07.nc")) %>% 
  mutate(month = 7) %>% 
  select(-c(salt, time))

aug <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_08.nc")) %>% 
  mutate(month = 8) %>% 
  select(-c(salt, time))

sept <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_09.nc")) %>% 
  mutate(month = 9) %>% 
  select(-c(salt, time))

oct <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_10.nc")) %>% 
  mutate(month = 10) %>% 
  select(-c(salt, time))

nov <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_11.nc")) %>% 
  mutate(month = 11) %>% 
  select(-c(salt, time))

dec <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/BOA_Argo_monthly_12.nc")) %>% 
  mutate(month = 12) %>% 
  select(-c(salt, time))

Join data

boa_temp_clim <- bind_rows(jan, feb, mar, apr, may, jun, jul, aug, sept, oct, nov, dec)

rm(jan, feb, mar, apr, may, jun, jul, aug, sept, oct, nov, dec)

Harmonise data

boa_temp_clim <- boa_temp_clim %>% 
  mutate(lon = if_else(lon < 20, lon + 360, lon),
         depth = swDepth(pressure = pres, latitude = lat)) %>% 
  rename(clim_temp = temp)

Write data to file

boa_temp_clim %>%
  write_rds(file = paste0(path_argo_preprocessed, "/boa_temp_clim.rds"))

Southern Ocean climatological SST

# keep only data south of 30ºS
boa_temp_clim_SO <- boa_temp_clim %>% 
  filter(lat <= -30)
# 9 196 740 obs of 6 variables 

map+
  geom_point(data = boa_temp_clim_SO %>% filter(depth < 20),
             aes(x = lon,
                 y = lat),
             size = 0.1,
             pch = 2,
             alpha = 0.2) +
  labs(title = 'CSIO observation coverage')

Past versions of map_location_of_observations-1.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

boa_sst_clim_SO <- boa_temp_clim_SO %>% 
  filter(depth <= 20) %>% 
  group_by(lon, lat, month) %>% 
  summarise(clim_sst = mean(clim_temp, na.rm = TRUE)) %>% 
  ungroup()

boa_sst_clim_SO %>% 
  group_split(month) %>% 
  map(
    ~map+
      geom_tile(data = .x,
                aes(x = lon,
                    y = lat,
                    fill = clim_sst))+
      scale_fill_viridis_c()+
      lims(y = c(-85, -28))+
      labs(title = paste0('Li et al. CSIO clim SST, month:', unique(.x$month)))
  )

[[1]]

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Southern Ocean climatological profiles

boa_temp_clim_SO <- inner_join(boa_temp_clim_SO, nm_biomes)

boa_temp_clim_SO <- inner_join(boa_temp_clim_SO,
                                    basinmask)

boa_temp_clim_SO %>% 
  group_split(month) %>% 
  map(
    ~ggplot(data = .x,
            aes(x = clim_temp,
                y = depth))+
      geom_point(size = 0.1, pch = 1, fill = NA)+
      scale_y_reverse()+
      facet_grid(basin_AIP~biome_name)+
      labs(title = paste0('CSIO climatological profiles, month:', unique(.x$month)))
  )

[[1]]

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UCSD climatology

Roemmich and Gilson UCSD argo temperature climatology

Roemmich, D. and J. Gilson, 2009: The 2004-2008 mean and annual cycle of temperature, salinity, and steric height in the global ocean from the Argo Program. Progress in Oceanography, 82, 81-100

Read data

clim_argo_temp_year_mean <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/RG_ArgoClim_33pfit_2019_mean.nc"))

# yearly mean temperature values in each 1/6 lat/lon grid (1 value for the year) 

clim_argo_temp_monthly_anomaly <- tidync::hyper_tibble(paste0(path_argo_clim_temp, "/RG_ArgoClim_33pfit_2019_annual.nc"))

# monthly temperature anomaly from the annual mean, from January (time = 0.5) to December (time = 11.5), in each 1/2 lon/lat grid

Harmonise data

# put both dataframes onto 1/1 lon/lat grid and calculate mean temperature / mean anomaly in each grid 

clim_argo_temp_monthly_anomaly <- clim_argo_temp_monthly_anomaly %>% 
  select(-ARGO_SALINITY_ANNUAL_ANOMALY) %>% 
  rename(lon = LONGITUDE,
         lat = LATITUDE,
         pressure = PRESSURE,
         temp_annual_anomaly = ARGO_TEMPERATURE_ANNUAL_ANOMALY,
         time = TIME) %>% 
  mutate(lon = if_else(lon < 20, lon + 360, lon)) %>% 
  mutate(lat = cut(lat, seq(-90, 90, 1), seq(-89.5, 89.5, 1)),
         lat = as.numeric(as.character(lat)),
         lon = cut(lon, seq(20, 380, 1), seq(20.5, 379.5, 1)),
         lon = as.numeric(as.character(lon))) %>% 
  mutate(depth = swDepth(pressure = pressure, latitude = lat),
         .after = pressure) %>% 
  filter(lat < -30)

# calculate mean temperature anomaly in each 1x1 grid 
clim_argo_temp_monthly_anomaly <- clim_argo_temp_monthly_anomaly %>% 
  group_by(lon, lat, depth, time) %>% 
  summarise(temp_monthly_anomaly = mean(temp_annual_anomaly, na.rm = TRUE)) %>% 
  ungroup()

# re-grid annual mean temperature to 1x1 grid and compute depth 
clim_argo_temp_year_mean <- clim_argo_temp_year_mean %>% 
  select(-ARGO_SALINITY_MEAN) %>% 
  rename(lon = LONGITUDE,
         lat = LATITUDE,
         temp_annual_mean = ARGO_TEMPERATURE_MEAN,
         pressure = PRESSURE) %>% 
  mutate(lon = if_else(lon < 20, lon + 360, lon)) %>% 
  mutate(lat = cut(lat, seq(-90, 90, 1), seq(-89.5, 89.5, 1)),
         lat = as.numeric(as.character(lat)),
         lon = cut(lon, seq(20, 380, 1), seq(20.5, 379.5, 1)),
         lon = as.numeric(as.character(lon))) %>% 
  mutate(depth = swDepth(pressure = pressure, latitude = lat),
         .after = pressure) %>% 
  filter(lat < -30)

# calculate mean yearly temperature in each lat/lon grid 
clim_argo_temp_year_mean <- clim_argo_temp_year_mean %>% 
  group_by(lon, lat, depth) %>% 
  summarise(temp_annual_clim = mean(temp_annual_mean, na.rm = TRUE)) %>% 
  ungroup()

# check the compatability of the two depths in the two datasets
depth_year <- table(unique(round(clim_argo_temp_monthly_anomaly$depth, digits = 0)))

depth_month <- table(unique(round(clim_argo_temp_year_mean$depth, digits = 0)))

all.equal(depth_year, depth_month)

[1] TRUE

# same depth axis in both 

rm(depth_year, depth_month)

clim_argo_temp_ucsd <- left_join(clim_argo_temp_monthly_anomaly,
                                 clim_argo_temp_year_mean)


clim_argo_temp_ucsd <- clim_argo_temp_ucsd %>% 
  mutate(temp_monthly_clim = temp_annual_clim + temp_monthly_anomaly,
         depth = round(depth, digits = 0),
         month = time + 0.5)

rm(clim_argo_temp_monthly_anomaly, clim_argo_temp_year_mean)

Write data to file

clim_argo_temp_ucsd %>%
  write_rds(file = paste0(path_argo_preprocessed, "/clim_argo_temp_ucsd.rds"))

Southern Ocean climatological SST

map+
  geom_point(data = clim_argo_temp_ucsd %>% 
              filter(depth < 5),
            aes(x = lon,
                y = lat),
            size = 0.2)+
  facet_wrap(~time, ncol = 2)+
  lims(y = c(-80, -30))+
  labs(title = 'UCSD climatology obs coverage')

Past versions of map_location_of_ucsd_clim_observations-1.png

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bc9a34e	mlarriere	2024-04-12
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710edd4	jens-daniel-mueller	2022-05-11

clim_sst_ucsd <- clim_argo_temp_ucsd %>% 
  filter(depth <= 20) %>% 
  group_by(lon, lat, month) %>% 
  summarise(clim_sst = mean(temp_monthly_clim, na.rm = TRUE)) %>% 
  ungroup()

clim_sst_ucsd %>% 
  group_split(month) %>% 
  map(
    ~map+
      geom_tile(data = .x,
                aes(x = lon,
                    y = lat,
                    fill = clim_sst))+
      scale_fill_viridis_c()+
      lims(y = c(-85, -28))+
      labs(title = paste0('Roemmich & Gilson UCSD clim SST, month:', unique(.x$month)))
  )

[[1]]

Past versions of clim_sst_ucsd-1.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[2]]

Past versions of clim_sst_ucsd-2.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[3]]

Past versions of clim_sst_ucsd-3.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[4]]

Past versions of clim_sst_ucsd-4.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[5]]

Past versions of clim_sst_ucsd-5.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[6]]

Past versions of clim_sst_ucsd-6.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[7]]

Past versions of clim_sst_ucsd-7.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[8]]

Past versions of clim_sst_ucsd-8.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[9]]

Past versions of clim_sst_ucsd-9.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[10]]

Past versions of clim_sst_ucsd-10.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[11]]

Past versions of clim_sst_ucsd-11.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[12]]

Past versions of clim_sst_ucsd-12.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

Southern Ocean January climatological temperature

clim_argo_temp_ucsd %>% 
  group_split(depth) %>% 
  map(
    ~map+
      geom_tile(data = .x %>% filter(month == 1),
                aes(x = lon,
                    y = lat,
                    fill = temp_monthly_clim))+
      scale_fill_viridis_c()+
      lims(y = c(-80, -29))+
      labs(title = paste0('UCSD January climatological temperature ', unique(.x$depth), 'm'))
  )

[[1]]

Past versions of january_clim_depth_levels-1.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[2]]

Past versions of january_clim_depth_levels-2.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[3]]

Past versions of january_clim_depth_levels-3.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[4]]

Past versions of january_clim_depth_levels-4.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[5]]

Past versions of january_clim_depth_levels-5.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[6]]

Past versions of january_clim_depth_levels-6.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[7]]

Past versions of january_clim_depth_levels-7.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[8]]

Past versions of january_clim_depth_levels-8.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[9]]

Past versions of january_clim_depth_levels-9.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[10]]

Past versions of january_clim_depth_levels-10.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[11]]

Past versions of january_clim_depth_levels-11.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[12]]

Past versions of january_clim_depth_levels-12.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[13]]

Past versions of january_clim_depth_levels-13.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[14]]

Past versions of january_clim_depth_levels-14.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[15]]

Past versions of january_clim_depth_levels-15.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[16]]

Past versions of january_clim_depth_levels-16.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[17]]

Past versions of january_clim_depth_levels-17.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[18]]

Past versions of january_clim_depth_levels-18.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[19]]

Past versions of january_clim_depth_levels-19.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[20]]

Past versions of january_clim_depth_levels-20.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[21]]

Past versions of january_clim_depth_levels-21.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[22]]

Past versions of january_clim_depth_levels-22.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[23]]

Past versions of january_clim_depth_levels-23.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[24]]

Past versions of january_clim_depth_levels-24.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[25]]

Past versions of january_clim_depth_levels-25.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[26]]

Past versions of january_clim_depth_levels-26.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[27]]

Past versions of january_clim_depth_levels-27.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[28]]

Past versions of january_clim_depth_levels-28.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[29]]

Past versions of january_clim_depth_levels-29.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[30]]

Past versions of january_clim_depth_levels-30.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[31]]

Past versions of january_clim_depth_levels-31.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[32]]

Past versions of january_clim_depth_levels-32.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[33]]

Past versions of january_clim_depth_levels-33.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[34]]

Past versions of january_clim_depth_levels-34.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[35]]

Past versions of january_clim_depth_levels-35.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[36]]

Past versions of january_clim_depth_levels-36.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[37]]

Past versions of january_clim_depth_levels-37.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[38]]

Past versions of january_clim_depth_levels-38.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[39]]

Past versions of january_clim_depth_levels-39.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[40]]

Past versions of january_clim_depth_levels-40.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[41]]

Past versions of january_clim_depth_levels-41.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[42]]

Past versions of january_clim_depth_levels-42.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[43]]

Past versions of january_clim_depth_levels-43.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[44]]

Past versions of january_clim_depth_levels-44.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[45]]

Past versions of january_clim_depth_levels-45.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[46]]

Past versions of january_clim_depth_levels-46.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[47]]

Past versions of january_clim_depth_levels-47.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[48]]

Past versions of january_clim_depth_levels-48.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[49]]

Past versions of january_clim_depth_levels-49.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[50]]

Past versions of january_clim_depth_levels-50.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[51]]

Past versions of january_clim_depth_levels-51.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[52]]

Past versions of january_clim_depth_levels-52.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[53]]

Past versions of january_clim_depth_levels-53.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[54]]

Past versions of january_clim_depth_levels-54.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[55]]

Past versions of january_clim_depth_levels-55.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[56]]

Past versions of january_clim_depth_levels-56.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[57]]

Past versions of january_clim_depth_levels-57.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[58]]

Past versions of january_clim_depth_levels-58.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[59]]

Past versions of january_clim_depth_levels-59.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[60]]

Past versions of january_clim_depth_levels-60.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[61]]

Past versions of january_clim_depth_levels-61.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[62]]

Past versions of january_clim_depth_levels-62.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[63]]

Past versions of january_clim_depth_levels-63.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[64]]

Past versions of january_clim_depth_levels-64.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[65]]

Past versions of january_clim_depth_levels-65.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[66]]

Past versions of january_clim_depth_levels-66.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[67]]

Past versions of january_clim_depth_levels-67.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[68]]

Past versions of january_clim_depth_levels-68.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[69]]

Past versions of january_clim_depth_levels-69.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[70]]

Past versions of january_clim_depth_levels-70.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[71]]

Past versions of january_clim_depth_levels-71.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[72]]

Past versions of january_clim_depth_levels-72.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[73]]

Past versions of january_clim_depth_levels-73.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[74]]

Past versions of january_clim_depth_levels-74.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[75]]

Past versions of january_clim_depth_levels-75.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[76]]

Past versions of january_clim_depth_levels-76.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[77]]

Past versions of january_clim_depth_levels-77.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[78]]

Past versions of january_clim_depth_levels-78.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[79]]

Past versions of january_clim_depth_levels-79.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[80]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[81]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[82]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[83]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[84]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[85]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[86]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[87]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[88]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[89]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[90]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[91]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[92]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[93]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[94]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[95]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[96]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[97]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[98]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[99]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[100]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[101]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[102]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[103]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[104]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[105]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[106]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[107]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[108]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[109]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[110]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[111]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[112]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[113]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[114]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[115]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[116]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[117]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[118]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[119]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[120]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[121]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[122]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[123]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[124]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[125]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[126]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[127]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[128]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[129]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[130]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[131]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[132]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[133]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[134]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[135]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[136]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[137]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[138]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[139]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[140]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[141]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[142]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[143]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[144]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[145]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[146]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[147]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[148]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[149]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[150]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[151]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[152]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[153]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[154]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[155]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[156]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[157]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[158]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[159]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[160]]

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Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

Southern Ocean climatological profiles

# add in Mayot biome separations 
clim_argo_temp_ucsd <- inner_join(clim_argo_temp_ucsd, nm_biomes)

# add in basin separations
clim_argo_temp_ucsd <- inner_join(clim_argo_temp_ucsd, basinmask)

# plot climatological profiles per month and biome 

clim_argo_temp_ucsd %>% 
  group_split(month) %>% 
  map(
    ~ggplot(data = .x,
            aes(x = temp_monthly_clim,
                y = depth))+
      geom_point(size = 0.1, pch = 1, fill = NA)+
      scale_y_reverse()+
      facet_grid(basin_AIP~biome_name)+
      labs(title = paste0('UCSD clim profiles, month:', unique(.x$month)))
  )

[[1]]

Past versions of plot_climatological_profiles_ucsd-1.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[2]]

Past versions of plot_climatological_profiles_ucsd-2.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[3]]

Past versions of plot_climatological_profiles_ucsd-3.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[4]]

Past versions of plot_climatological_profiles_ucsd-4.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[5]]

Past versions of plot_climatological_profiles_ucsd-5.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[6]]

Past versions of plot_climatological_profiles_ucsd-6.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[7]]

Past versions of plot_climatological_profiles_ucsd-7.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[8]]

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c076fba	mlarriere	2024-04-12
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c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

CSIO-MNR vs UCSD climatology

boa_temp_clim_SO <- boa_temp_clim_SO %>% 
  rename(depth_boa = depth)

clim_argo_temp_ucsd <- clim_argo_temp_ucsd %>% 
  rename(depth_ucsd = depth)


boa_temp_clim_SO <- boa_temp_clim_SO %>% 
  mutate(depth = cut(depth_boa,
                     breaks = c(0, 10, 20, 30, 50, 70, 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000, 1500, 2000),
                     include.lowest = TRUE,
                     labels = c(5, 15, 25, 40, 60, 85, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1250, 1750)),
         depth = as.numeric(as.character(depth)))

clim_argo_temp_ucsd <- clim_argo_temp_ucsd %>% 
  mutate(depth = cut(depth_ucsd,
                     breaks = c(0, 10, 20, 30, 50, 70, 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000, 1500, 2000),
                     include.lowest = TRUE,
                     labels = c(5, 15, 25, 40, 60, 85, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1250, 1750)),
         depth = as.numeric(as.character(depth)))

# table(unique(boa_temp_clim_SO$depth))
# table(unique(clim_argo_temp_ucsd$depth))

temperature_climatology <- full_join(boa_temp_clim_SO, clim_argo_temp_ucsd)

temperature_climatology %>% 
  group_split(month, depth) %>% 
  map(
    ~ggplot(data = .x,
            aes(x = clim_temp,
                y = temp_monthly_clim))+
      geom_bin2d(data = .x,
                 aes(x = clim_temp,
                     y = temp_monthly_clim))+
      geom_abline(slope = 1, intercept = 0)+
      scale_fill_viridis_c()+
      facet_grid(biome_name ~ basin_AIP)+
      labs(title = paste0('month: ', unique(.x$month), '| depth: ', unique(.x$depth), 'm'),
           x = 'UCSD climatological temp',
           y = 'CSIO-MNR climatological temp')
  )

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c076fba	mlarriere	2024-04-12
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710edd4	jens-daniel-mueller	2022-05-11

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[78]]

Past versions of plot_ucsd_vs_csio_clim-78.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[79]]

Past versions of plot_ucsd_vs_csio_clim-79.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[80]]

Past versions of plot_ucsd_vs_csio_clim-80.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[81]]

Past versions of plot_ucsd_vs_csio_clim-81.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[82]]

Past versions of plot_ucsd_vs_csio_clim-82.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[83]]

Past versions of plot_ucsd_vs_csio_clim-83.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[84]]

Past versions of plot_ucsd_vs_csio_clim-84.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[85]]

Past versions of plot_ucsd_vs_csio_clim-85.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[86]]

Past versions of plot_ucsd_vs_csio_clim-86.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[87]]

Past versions of plot_ucsd_vs_csio_clim-87.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[88]]

Past versions of plot_ucsd_vs_csio_clim-88.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[89]]

Past versions of plot_ucsd_vs_csio_clim-89.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[90]]

Past versions of plot_ucsd_vs_csio_clim-90.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[91]]

Past versions of plot_ucsd_vs_csio_clim-91.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[92]]

Past versions of plot_ucsd_vs_csio_clim-92.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[93]]

Past versions of plot_ucsd_vs_csio_clim-93.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[94]]

Past versions of plot_ucsd_vs_csio_clim-94.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[95]]

Past versions of plot_ucsd_vs_csio_clim-95.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[96]]

Past versions of plot_ucsd_vs_csio_clim-96.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[97]]

Past versions of plot_ucsd_vs_csio_clim-97.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[98]]

Past versions of plot_ucsd_vs_csio_clim-98.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[99]]

Past versions of plot_ucsd_vs_csio_clim-99.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[100]]

Past versions of plot_ucsd_vs_csio_clim-100.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[101]]

Past versions of plot_ucsd_vs_csio_clim-101.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[102]]

Past versions of plot_ucsd_vs_csio_clim-102.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[103]]

Past versions of plot_ucsd_vs_csio_clim-103.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[104]]

Past versions of plot_ucsd_vs_csio_clim-104.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[105]]

Past versions of plot_ucsd_vs_csio_clim-105.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[106]]

Past versions of plot_ucsd_vs_csio_clim-106.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[107]]

Past versions of plot_ucsd_vs_csio_clim-107.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[108]]

Past versions of plot_ucsd_vs_csio_clim-108.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[109]]

Past versions of plot_ucsd_vs_csio_clim-109.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[110]]

Past versions of plot_ucsd_vs_csio_clim-110.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[111]]

Past versions of plot_ucsd_vs_csio_clim-111.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[112]]

Past versions of plot_ucsd_vs_csio_clim-112.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[113]]

Past versions of plot_ucsd_vs_csio_clim-113.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[114]]

Past versions of plot_ucsd_vs_csio_clim-114.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[115]]

Past versions of plot_ucsd_vs_csio_clim-115.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[116]]

Past versions of plot_ucsd_vs_csio_clim-116.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[117]]

Past versions of plot_ucsd_vs_csio_clim-117.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[118]]

Past versions of plot_ucsd_vs_csio_clim-118.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[119]]

Past versions of plot_ucsd_vs_csio_clim-119.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[120]]

Past versions of plot_ucsd_vs_csio_clim-120.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[121]]

Past versions of plot_ucsd_vs_csio_clim-121.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[122]]

Past versions of plot_ucsd_vs_csio_clim-122.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[123]]

Past versions of plot_ucsd_vs_csio_clim-123.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[124]]

Past versions of plot_ucsd_vs_csio_clim-124.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[125]]

Past versions of plot_ucsd_vs_csio_clim-125.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[126]]

Past versions of plot_ucsd_vs_csio_clim-126.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[127]]

Past versions of plot_ucsd_vs_csio_clim-127.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[128]]

Past versions of plot_ucsd_vs_csio_clim-128.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[129]]

Past versions of plot_ucsd_vs_csio_clim-129.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[130]]

Past versions of plot_ucsd_vs_csio_clim-130.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[131]]

Past versions of plot_ucsd_vs_csio_clim-131.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[132]]

Past versions of plot_ucsd_vs_csio_clim-132.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[133]]

Past versions of plot_ucsd_vs_csio_clim-133.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[134]]

Past versions of plot_ucsd_vs_csio_clim-134.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[135]]

Past versions of plot_ucsd_vs_csio_clim-135.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[136]]

Past versions of plot_ucsd_vs_csio_clim-136.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[137]]

Past versions of plot_ucsd_vs_csio_clim-137.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[138]]

Past versions of plot_ucsd_vs_csio_clim-138.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[139]]

Past versions of plot_ucsd_vs_csio_clim-139.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[140]]

Past versions of plot_ucsd_vs_csio_clim-140.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[141]]

Past versions of plot_ucsd_vs_csio_clim-141.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[142]]

Past versions of plot_ucsd_vs_csio_clim-142.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[143]]

Past versions of plot_ucsd_vs_csio_clim-143.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[144]]

Past versions of plot_ucsd_vs_csio_clim-144.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[145]]

Past versions of plot_ucsd_vs_csio_clim-145.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[146]]

Past versions of plot_ucsd_vs_csio_clim-146.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[147]]

Past versions of plot_ucsd_vs_csio_clim-147.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[148]]

Past versions of plot_ucsd_vs_csio_clim-148.png

Version	Author	Date
bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[149]]

Past versions of plot_ucsd_vs_csio_clim-149.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[150]]

Past versions of plot_ucsd_vs_csio_clim-150.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[151]]

Past versions of plot_ucsd_vs_csio_clim-151.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[152]]

Past versions of plot_ucsd_vs_csio_clim-152.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[153]]

Past versions of plot_ucsd_vs_csio_clim-153.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[154]]

Past versions of plot_ucsd_vs_csio_clim-154.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[155]]

Past versions of plot_ucsd_vs_csio_clim-155.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[156]]

Past versions of plot_ucsd_vs_csio_clim-156.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[157]]

Past versions of plot_ucsd_vs_csio_clim-157.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[158]]

Past versions of plot_ucsd_vs_csio_clim-158.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[159]]

Past versions of plot_ucsd_vs_csio_clim-159.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

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Past versions of plot_ucsd_vs_csio_clim-160.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[161]]

Past versions of plot_ucsd_vs_csio_clim-161.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[162]]

Past versions of plot_ucsd_vs_csio_clim-162.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

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Past versions of plot_ucsd_vs_csio_clim-163.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

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Past versions of plot_ucsd_vs_csio_clim-164.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

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Past versions of plot_ucsd_vs_csio_clim-165.png

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bc9a34e	mlarriere	2024-04-12
c076fba	mlarriere	2024-04-12
710edd4	jens-daniel-mueller	2022-05-11

[[166]]

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Session information

sessionInfo()

R version 4.2.2 (2022-10-31)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: openSUSE Leap 15.5

Matrix products: default
BLAS:   /usr/local/R-4.2.2/lib64/R/lib/libRblas.so
LAPACK: /usr/local/R-4.2.2/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] oce_1.7-10      gsw_1.1-1       forcats_0.5.2   stringr_1.5.0  
 [5] dplyr_1.1.3     purrr_1.0.2     readr_2.1.3     tidyr_1.3.0    
 [9] tibble_3.2.1    ggplot2_3.4.4   tidyverse_1.3.2 workflowr_1.7.0

loaded via a namespace (and not attached):
 [1] httr_1.4.4          sass_0.4.4          viridisLite_0.4.1  
 [4] bit64_4.0.5         vroom_1.6.0         jsonlite_1.8.3     
 [7] modelr_0.1.10       bslib_0.4.1         assertthat_0.2.1   
[10] getPass_0.2-2       highr_0.9           googlesheets4_1.0.1
[13] cellranger_1.1.0    yaml_2.3.6          pillar_1.9.0       
[16] backports_1.4.1     glue_1.6.2          digest_0.6.30      
[19] promises_1.2.0.1    rvest_1.0.3         colorspace_2.0-3   
[22] htmltools_0.5.8.1   httpuv_1.6.6        pkgconfig_2.0.3    
[25] broom_1.0.5         haven_2.5.1         scales_1.2.1       
[28] processx_3.8.0      whisker_0.4         later_1.3.0        
[31] tzdb_0.3.0          timechange_0.1.1    git2r_0.30.1       
[34] googledrive_2.0.0   farver_2.1.1        generics_0.1.3     
[37] ellipsis_0.3.2      cachem_1.0.6        withr_2.5.0        
[40] cli_3.6.1           magrittr_2.0.3      crayon_1.5.2       
[43] readxl_1.4.1        evaluate_0.18       ps_1.7.2           
[46] ncdf4_1.19          fs_1.5.2            fansi_1.0.3        
[49] xml2_1.3.3          tidync_0.3.0        tools_4.2.2        
[52] hms_1.1.2           gargle_1.2.1        lifecycle_1.0.3    
[55] munsell_0.5.0       reprex_2.0.2        callr_3.7.3        
[58] compiler_4.2.2      jquerylib_0.1.4     RNetCDF_2.6-1      
[61] rlang_1.1.1         grid_4.2.2          rstudioapi_0.15.0  
[64] labeling_0.4.2      rmarkdown_2.18      gtable_0.3.1       
[67] DBI_1.2.2           R6_2.5.1            ncmeta_0.3.5       
[70] lubridate_1.9.0     knitr_1.41          fastmap_1.1.0      
[73] bit_4.0.5           utf8_1.2.2          rprojroot_2.0.3    
[76] stringi_1.7.8       parallel_4.2.2      Rcpp_1.0.10        
[79] vctrs_0.6.4         dbplyr_2.2.1        tidyselect_1.2.0   
[82] xfun_0.35