Last updated: 2021-05-18

Checks: 7 0

Knit directory: BloomSail/

This reproducible R Markdown analysis was created with workflowr (version 1.6.2). The Checks tab describes the reproducibility checks that were applied when the results were created. The Past versions tab lists the development history.


Great! Since the R Markdown file has been committed to the Git repository, you know the exact version of the code that produced these results.

Great job! The global environment was empty. Objects defined in the global environment can affect the analysis in your R Markdown file in unknown ways. For reproduciblity it’s best to always run the code in an empty environment.

The command set.seed(20191021) was run prior to running the code in the R Markdown file. Setting a seed ensures that any results that rely on randomness, e.g. subsampling or permutations, are reproducible.

Great job! Recording the operating system, R version, and package versions is critical for reproducibility.

Nice! There were no cached chunks for this analysis, so you can be confident that you successfully produced the results during this run.

Great job! Using relative paths to the files within your workflowr project makes it easier to run your code on other machines.

Great! You are using Git for version control. Tracking code development and connecting the code version to the results is critical for reproducibility.

The results in this page were generated with repository version 00a2574. See the Past versions tab to see a history of the changes made to the R Markdown and HTML files.

Note that you need to be careful to ensure that all relevant files for the analysis have been committed to Git prior to generating the results (you can use wflow_publish or wflow_git_commit). workflowr only checks the R Markdown file, but you know if there are other scripts or data files that it depends on. Below is the status of the Git repository when the results were generated:


Ignored files:
    Ignored:    .Rhistory
    Ignored:    .Rproj.user/
    Ignored:    data/
    Ignored:    output/Plots/Figures_publication/.tmp.drivedownload/

Untracked files:
    Untracked:  data_os-2020-120_submission.zip

Unstaged changes:
    Modified:   code/Workflowr_project_managment.R
    Modified:   output/Plots/Figures_publication/Appendix/Fig_A1.pdf
    Modified:   output/Plots/Figures_publication/Appendix/Fig_A1.png
    Modified:   output/Plots/Figures_publication/Appendix/Fig_A2.pdf
    Modified:   output/Plots/Figures_publication/Appendix/Fig_B1.pdf
    Modified:   output/Plots/Figures_publication/Appendix/Fig_B1.png
    Modified:   output/Plots/Figures_publication/Appendix/Fig_B2.pdf
    Modified:   output/Plots/Figures_publication/Appendix/Fig_B2.png
    Modified:   output/Plots/Figures_publication/Appendix/Fig_C1.pdf
    Modified:   output/Plots/Figures_publication/Appendix/Fig_C2.pdf
    Modified:   output/Plots/Figures_publication/Appendix/Fig_C3.pdf
    Modified:   output/Plots/Figures_publication/Appendix/Fig_C3.png
    Modified:   output/Plots/Figures_publication/Appendix/Fig_C4.pdf
    Modified:   output/Plots/Figures_publication/Article/Fig_1.pdf
    Modified:   output/Plots/Figures_publication/Article/Fig_1.png
    Modified:   output/Plots/Figures_publication/Article/Fig_2.pdf
    Modified:   output/Plots/Figures_publication/Article/Fig_2.png
    Modified:   output/Plots/Figures_publication/Article/Fig_3.pdf
    Modified:   output/Plots/Figures_publication/Article/Fig_3.png
    Modified:   output/Plots/Figures_publication/Article/Fig_4.pdf
    Modified:   output/Plots/Figures_publication/Article/Fig_5.pdf
    Modified:   output/Plots/Figures_publication/Article/Fig_6.pdf
    Modified:   output/Plots/NCP_best_guess/tm_profiles_ID_pCO2_tem_sal_CT.pdf
    Modified:   output/Plots/NCP_best_guess/tm_profiles_pCO2_tem_sal_CT.pdf
    Modified:   output/Plots/response_time/all_plots.pdf
    Modified:   output/Plots/response_time/profiles_pCO2.pdf
    Modified:   output/Plots/response_time/profiles_pCO2_delta_grid.pdf
    Modified:   output/Plots/response_time/profiles_pCO2_delta_rel_grid.pdf
    Modified:   output/Plots/response_time/profiles_pCO2_grid.pdf
    Modified:   output/Plots/response_time/tau_determination_pCO2_corr_flushperiods_nls.pdf
    Modified:   output/Plots/response_time/time_series_depth_pCO2_corr_by_profile.pdf

Note that any generated files, e.g. HTML, png, CSS, etc., are not included in this status report because it is ok for generated content to have uncommitted changes.


These are the previous versions of the repository in which changes were made to the R Markdown (analysis/parameterization.Rmd) and HTML (docs/parameterization.html) files. If you’ve configured a remote Git repository (see ?wflow_git_remote), click on the hyperlinks in the table below to view the files as they were in that past version.

File Version Author Date Message
html 00a2574 jens-daniel-mueller 2021-05-10 Build site.
html 61e452c jens-daniel-mueller 2021-04-16 Build site.
html 5f4fb9a jens-daniel-mueller 2021-02-20 Build site.
html 516b294 jens-daniel-mueller 2021-02-18 Build site.
html 67dd4d7 jens-daniel-mueller 2021-02-18 Build site.
Rmd cc7316f jens-daniel-mueller 2021-02-18 cleaning
html 195aab4 jens-daniel-mueller 2021-02-18 Build site.
Rmd 4d3eab9 jens-daniel-mueller 2021-02-18 cleaning
html 70a8950 jens-daniel-mueller 2021-02-11 Build site.
html 7d39e0b jens-daniel-mueller 2021-02-11 Build site.
Rmd e9b363c jens-daniel-mueller 2021-02-11 cleaning
html 8051798 jens-daniel-mueller 2021-02-10 Build site.
html 97d6322 jens-daniel-mueller 2021-02-08 Build site.
Rmd b6593a4 jens-daniel-mueller 2021-02-08 code and output cleaning
html a2a4a78 jens-daniel-mueller 2021-02-08 Build site.
Rmd 6df1eac jens-daniel-mueller 2021-02-08 code and output cleaning
html cc7009b jens-daniel-mueller 2021-02-08 Build site.
Rmd 3cd1aab jens-daniel-mueller 2021-02-08 code and output cleaning
html c5fc34c jens-daniel-mueller 2021-01-22 Build site.
html 4277235 jens-daniel-mueller 2021-01-05 Build site.
html 9a3f42a jens-daniel-mueller 2020-10-24 Build site.
html 05248bf jens-daniel-mueller 2020-10-20 Build site.
html 1c4fe8e jens-daniel-mueller 2020-10-20 table with time series in depth intervals added
html 1a55550 jens-daniel-mueller 2020-10-13 Build site.
Rmd bdf7a94 jens-daniel-mueller 2020-10-13 define RT stats criteria in parameterization
html bd752e7 jens-daniel-mueller 2020-10-13 Build site.
Rmd 52ffb5e jens-daniel-mueller 2020-10-13 knit parameterization without kable
html 83e827d jens-daniel-mueller 2020-10-13 Build site.
Rmd 2c35703 jens-daniel-mueller 2020-10-13 knit parameterization with kable
html 6896725 jens-daniel-mueller 2020-10-01 Build site.
html 9f66019 jens-daniel-mueller 2020-10-01 Build site.
html 27c5431 jens-daniel-mueller 2020-09-29 Build site.
Rmd 2e0f902 jens-daniel-mueller 2020-09-29 all parameters separate, rebuild

library(tidyverse)
library(lubridate)

1 Definition

Following parameterizations were are saved to an .rds file and will be used to run analysis and display results:

parameters <-
  lst(
    # flush duration after zeroing of the HydroC pCO2 sensor
    HC_flush_duration = 600,
    
    # mixing duration after zeroing of the HydroC pCO2 sensor
    HC_mixing_duration = 20,
    
    # date of switching between 1W- and 8W- pump
    pump_switch = ymd_hms("2018-07-17;13:08:34"),
    
    # duration of intervals to be used for tau determination
    duration_intervals = seq(150,500,50),
    
    # pCO2 residual limit for tau determination
    pCO2_resid_lim = 1,
    
    # window width in seconds used to smooth RT corrected pCO2
    smoothing_duration = 30,
    
    # scaling factors used to test optimization of tau determination
    tau_factors = seq(0.8, 1.6, 0.2),
    
    # scaling factor used to optimize tau
    tau_factor_used = 1,
    
    # ID used to produce example plots
    example_ID = "180802",
    
    # station used to produce example plots
    example_station = "P03",
    
    # width for vertical gridding of profiles 
    dep_grid = 1,
    
    # max depth for data analysis
    max_dep = 25,
    
    # max depth for checking of data gaps
    max_dep_gap = 20,
    
    # max number of accepted data gaps
    max_gap = 3,
    
    # max depth threshold for entire profile to be included in RT quality assessment
    RT_stats_dep_max = 30,
    
    # max pCO2 for RT quality assessment
    RT_stats_pCO2_max = 300,
    
    # max sampling depth included for RT quality assessment
    RT_stats_dep = 20,
    
    # max depth considered for surface data
    surface_dep = 6,
    
    # integration depths tested for NCP quantification
    fixed_integration_depths = seq(9,13,1),
    
    # density thresholds for integration depths tested for NCP quantification
    rho_lim_integration_depths = c(0.1,0.2,0.5),
    
    # density thresholds for integration depths used for NCP quantification
    rho_lim = 0.1,
    
    # integration depth for NCP quantification
    i_dep_lim = 12,
    
    # maximum depth of vertical mixing event
    i_dep_mix_lim = 17,
    
    # stations not used in this study
    stations_out = c("PX1", "PX2", "P14", "P13", "P01"),
    
    # cruise dates not used in this study
    dates_out = c("180616","180820"),
    
    # profiling phases used for quality assessment and analysis
    phases_in = c("down", "up"),
    
    # box limits for inclusion of SOOP Finnmaid data
    fm_box_lon = c(18.9, 19.5, 19.5, 18.9),
    fm_box_lat = c(57.4, 57.2, 57.45, 57.61),
    
    # box limits for map
    map_lat_lo = 57.25,
    map_lat_hi = 57.6,
    map_lon_lo = 18.6,
    map_lon_hi = 19.7,
    
    # coordinates of Herrvik harbor
    herrvik_lat = 57.421658,
    herrvik_lon = 18.914558,
    
    # coordinates of ICOS flux tower on Ostergarnsholm
    ostergarn_lat = 57.430544,
    ostergarn_lon = 18.984387,
    
    # stations used for analysis of phytoplankton data
    stations_in_phytoplankton = c("P07", "P10"),
    
    # class of phytoplanktion data used
    class_in_phytoplankton = "t",
    
    # Finnmaid standard route ("E" or "W") used to select GETM model output
    getm_select_route = "E",
    
    # latitude limits for subsetting of GETM model data
    getm_low_lat = 57.3,
    getm_high_lat = 57.5,
    
    # date limits for subsetting of GETM model data
    getm_start_date = "2018-06-20",
    getm_end_date = "2018-08-25",
    
    # maximum depth used for integrations of GETM model data
    getm_i_dep = 19
  )

2 Write file

parameters %>%
  write_rds(here::here("data",
                       "parameters.rds"))

sessionInfo()
R version 4.0.3 (2020-10-10)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19042)

Matrix products: default

locale:
[1] LC_COLLATE=English_Germany.1252  LC_CTYPE=English_Germany.1252   
[3] LC_MONETARY=English_Germany.1252 LC_NUMERIC=C                    
[5] LC_TIME=English_Germany.1252    

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

other attached packages:
 [1] lubridate_1.7.9.2 forcats_0.5.0     stringr_1.4.0     dplyr_1.0.2      
 [5] purrr_0.3.4       readr_1.4.0       tidyr_1.1.2       tibble_3.0.4     
 [9] ggplot2_3.3.3     tidyverse_1.3.0   workflowr_1.6.2  

loaded via a namespace (and not attached):
 [1] tidyselect_1.1.0 xfun_0.19        haven_2.3.1      colorspace_2.0-0
 [5] vctrs_0.3.6      generics_0.1.0   htmltools_0.5.0  yaml_2.2.1      
 [9] rlang_0.4.10     later_1.1.0.1    pillar_1.4.7     withr_2.3.0     
[13] glue_1.4.2       DBI_1.1.0        dbplyr_2.0.0     modelr_0.1.8    
[17] readxl_1.3.1     lifecycle_0.2.0  munsell_0.5.0    gtable_0.3.0    
[21] cellranger_1.1.0 rvest_0.3.6      evaluate_0.14    knitr_1.30      
[25] ps_1.5.0         httpuv_1.5.4     fansi_0.4.1      broom_0.7.5     
[29] Rcpp_1.0.5       promises_1.1.1   backports_1.2.1  scales_1.1.1    
[33] jsonlite_1.7.2   fs_1.5.0         hms_0.5.3        digest_0.6.27   
[37] stringi_1.5.3    rprojroot_2.0.2  grid_4.0.3       here_1.0.1      
[41] cli_2.2.0        tools_4.0.3      magrittr_2.0.1   crayon_1.3.4    
[45] whisker_0.4      pkgconfig_2.0.3  ellipsis_0.3.1   xml2_1.3.2      
[49] reprex_0.3.0     assertthat_0.2.1 rmarkdown_2.6    httr_1.4.2      
[53] rstudioapi_0.13  R6_2.5.0         git2r_0.27.1     compiler_4.0.3