This repository contains code associated to the article:
Wicquart, J., Prasil-Delaval, N., Obura, D., Gudka, M., Logan, M., Souter, D., Staub, F., Towle, E.K., Burt, J.A., Padovani Ferreira, B., Kimura, T., Chan, S., Tun, K., Ibrahim, N., Amer, M., Reyes Bonilla, H., Smith, F., GCRMN Consortium, Planes, S. (2022). Coral reefs benthic monitoring: spatio-temporal distribution, methods and stakeholders. in prep.
On the project main page on GitHub, click on the green button Code
and
then click on Download ZIP
[To be completed]
- 📂
R
- 📂
functions
Functions used in the two main scriptsgraphical_par.R
Graphical parameterstheme_graph.R
Theme for graphstheme_map.R
Theme for maps (primary)theme_map2.R
Theme for maps (secondary)
01_reefs-ecoregion.R
Filter ecoregions containing coral reefs02_analysis.Rmd
Main analysis script
- 📂
Four datasets were used for the analyses:
-
Base map datasets downloaded on Natural Earth Data.
-
Marine Ecoregions of the World (MEOW) dataset from Spalding et al, 2007.
-
Distribution of coral reefs of the world from UNEP-WCMC.
-
Synthetic dataset used for the Status of Coral Reefs of the World: 2020 report.
Please report any bugs or issues HERE.
─ Session info ───────────────────────────────────────────────────────────────
setting value
version R version 4.3.2 (2023-10-31 ucrt)
os Windows 10 x64 (build 18363)
system x86_64, mingw32
ui RTerm
language (EN)
collate French_France.utf8
ctype French_France.utf8
tz Europe/Paris
date 2023-12-19
pandoc 3.1.1 @ C:/Program Files/RStudio/resources/app/bin/quarto/bin/tools/ (via rmarkdown)
─ Packages ───────────────────────────────────────────────────────────────────
package * version date (UTC) lib source
abind 1.4-5 2016-07-21 [1] CRAN (R 4.3.1)
askpass 1.2.0 2023-09-03 [1] CRAN (R 4.3.2)
backports 1.4.1 2021-12-13 [1] CRAN (R 4.3.1)
base64enc 0.1-3 2015-07-28 [1] CRAN (R 4.3.1)
bit 4.0.5 2022-11-15 [1] CRAN (R 4.3.2)
bit64 4.0.5 2020-08-30 [1] CRAN (R 4.3.2)
blob 1.2.4 2023-03-17 [1] CRAN (R 4.3.2)
boot 1.3-28.1 2022-11-22 [1] CRAN (R 4.3.2)
brio 1.1.4 2023-12-10 [1] CRAN (R 4.3.2)
broom 1.0.5 2023-06-09 [1] CRAN (R 4.3.2)
bslib 0.6.1 2023-11-28 [1] CRAN (R 4.3.2)
cachem 1.0.8 2023-05-01 [1] CRAN (R 4.3.2)
callr 3.7.3 2022-11-02 [1] CRAN (R 4.3.2)
car 3.1-2 2023-03-30 [1] CRAN (R 4.3.2)
carData 3.0-5 2022-01-06 [1] CRAN (R 4.3.2)
cellranger 1.1.0 2016-07-27 [1] CRAN (R 4.3.2)
class 7.3-22 2023-05-03 [1] CRAN (R 4.3.2)
classInt 0.4-10 2023-09-05 [1] CRAN (R 4.3.2)
cli 3.6.2 2023-12-11 [1] CRAN (R 4.3.2)
clipr 0.8.0 2022-02-22 [1] CRAN (R 4.3.2)
cluster 2.1.4 2022-08-22 [1] CRAN (R 4.3.2)
colorspace 2.1-0 2023-01-23 [1] CRAN (R 4.3.2)
commonmark 1.9.0 2023-03-17 [1] CRAN (R 4.3.2)
conflicted 1.2.0 2023-02-01 [1] CRAN (R 4.3.2)
cpp11 0.4.7 2023-12-02 [1] CRAN (R 4.3.2)
crayon 1.5.2 2022-09-29 [1] CRAN (R 4.3.2)
crosstalk 1.2.1 2023-11-23 [1] CRAN (R 4.3.2)
curl 5.2.0 2023-12-08 [1] CRAN (R 4.3.2)
data.table 1.14.10 2023-12-08 [1] CRAN (R 4.3.2)
DBI 1.1.3 2022-06-18 [1] CRAN (R 4.3.2)
dbplyr 2.4.0 2023-10-26 [1] CRAN (R 4.3.2)
desc 1.4.3 2023-12-10 [1] CRAN (R 4.3.2)
diffobj 0.3.5 2021-10-05 [1] CRAN (R 4.3.2)
digest 0.6.33 2023-07-07 [1] CRAN (R 4.3.2)
dplyr 1.1.4 2023-11-17 [1] CRAN (R 4.3.2)
DT 0.31 2023-12-09 [1] CRAN (R 4.3.2)
dtplyr 1.3.1 2023-03-22 [1] CRAN (R 4.3.2)
e1071 1.7-14 2023-12-06 [1] CRAN (R 4.3.2)
ellipse 0.5.0 2023-07-20 [1] CRAN (R 4.3.2)
ellipsis 0.3.2 2021-04-29 [1] CRAN (R 4.3.2)
emmeans 1.9.0 2023-12-18 [1] CRAN (R 4.3.2)
estimability 1.4.1 2022-08-05 [1] CRAN (R 4.3.1)
evaluate 0.23 2023-11-01 [1] CRAN (R 4.3.2)
FactoMineR 2.9 2023-10-12 [1] CRAN (R 4.3.2)
fansi 1.0.6 2023-12-08 [1] CRAN (R 4.3.2)
farver 2.1.1 2022-07-06 [1] CRAN (R 4.3.2)
fastmap 1.1.1 2023-02-24 [1] CRAN (R 4.3.2)
flashClust 1.01-2 2012-08-21 [1] CRAN (R 4.3.1)
fontawesome 0.5.2 2023-08-19 [1] CRAN (R 4.3.2)
forcats 1.0.0 2023-01-29 [1] CRAN (R 4.3.2)
fs 1.6.3 2023-07-20 [1] CRAN (R 4.3.2)
gargle 1.5.2 2023-07-20 [1] CRAN (R 4.3.2)
generics 0.1.3 2022-07-05 [1] CRAN (R 4.3.2)
ggforce 0.4.1 2022-10-04 [1] CRAN (R 4.3.2)
ggplot2 3.4.4 2023-10-12 [1] CRAN (R 4.3.2)
ggrepel 0.9.4 2023-10-13 [1] CRAN (R 4.3.2)
ggstream 0.1.0 2021-05-06 [1] CRAN (R 4.3.2)
ggtext 0.1.2 2022-09-16 [1] CRAN (R 4.3.2)
glue 1.6.2 2022-02-24 [1] CRAN (R 4.3.2)
googledrive 2.1.1 2023-06-11 [1] CRAN (R 4.3.2)
googlesheets4 1.1.1 2023-06-11 [1] CRAN (R 4.3.2)
gridtext 0.1.5 2022-09-16 [1] CRAN (R 4.3.2)
gtable 0.3.4 2023-08-21 [1] CRAN (R 4.3.2)
haven 2.5.4 2023-11-30 [1] CRAN (R 4.3.2)
highr 0.10 2022-12-22 [1] CRAN (R 4.3.2)
hms 1.1.3 2023-03-21 [1] CRAN (R 4.3.2)
htmltools 0.5.7 2023-11-03 [1] CRAN (R 4.3.2)
htmlwidgets 1.6.4 2023-12-06 [1] CRAN (R 4.3.2)
httpuv 1.6.13 2023-12-06 [1] CRAN (R 4.3.2)
httr 1.4.7 2023-08-15 [1] CRAN (R 4.3.2)
ids 1.0.1 2017-05-31 [1] CRAN (R 4.3.2)
isoband 0.2.7 2022-12-20 [1] CRAN (R 4.3.2)
jpeg 0.1-10 2022-11-29 [1] CRAN (R 4.3.1)
jquerylib 0.1.4 2021-04-26 [1] CRAN (R 4.3.2)
jsonlite 1.8.8 2023-12-04 [1] CRAN (R 4.3.2)
KernSmooth 2.23-22 2023-07-10 [1] CRAN (R 4.3.2)
knitr 1.45 2023-10-30 [1] CRAN (R 4.3.2)
labeling 0.4.3 2023-08-29 [1] CRAN (R 4.3.1)
later 1.3.2 2023-12-06 [1] CRAN (R 4.3.2)
lattice 0.21-9 2023-10-01 [1] CRAN (R 4.3.2)
lazyeval 0.2.2 2019-03-15 [1] CRAN (R 4.3.2)
leaps 3.1 2020-01-16 [1] CRAN (R 4.3.2)
lifecycle 1.0.4 2023-11-07 [1] CRAN (R 4.3.2)
lme4 1.1-35.1 2023-11-05 [1] CRAN (R 4.3.2)
lubridate 1.9.3 2023-09-27 [1] CRAN (R 4.3.2)
magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.3.2)
markdown 1.12 2023-12-06 [1] CRAN (R 4.3.2)
MASS 7.3-60 2023-05-04 [1] CRAN (R 4.3.2)
Matrix 1.6-1.1 2023-09-18 [1] CRAN (R 4.3.2)
MatrixModels 0.5-3 2023-11-06 [1] CRAN (R 4.3.2)
memoise 2.0.1 2021-11-26 [1] CRAN (R 4.3.2)
mgcv 1.9-0 2023-07-11 [1] CRAN (R 4.3.2)
mime 0.12 2021-09-28 [1] CRAN (R 4.3.1)
minqa 1.2.6 2023-09-11 [1] CRAN (R 4.3.2)
modelr 0.1.11 2023-03-22 [1] CRAN (R 4.3.2)
multcompView 0.1-9 2023-04-09 [1] CRAN (R 4.3.2)
munsell 0.5.0 2018-06-12 [1] CRAN (R 4.3.2)
mvtnorm 1.2-4 2023-11-27 [1] CRAN (R 4.3.2)
nlme 3.1-163 2023-08-09 [1] CRAN (R 4.3.2)
nloptr 2.0.3 2022-05-26 [1] CRAN (R 4.3.2)
nnet 7.3-19 2023-05-03 [1] CRAN (R 4.3.2)
numDeriv 2016.8-1.1 2019-06-06 [1] CRAN (R 4.3.1)
openssl 2.1.1 2023-09-25 [1] CRAN (R 4.3.2)
patchwork 1.1.3 2023-08-14 [1] CRAN (R 4.3.2)
pbkrtest 0.5.2 2023-01-19 [1] CRAN (R 4.3.2)
pillar 1.9.0 2023-03-22 [1] CRAN (R 4.3.2)
pkgbuild 1.4.3 2023-12-10 [1] CRAN (R 4.3.2)
pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.3.2)
pkgload 1.3.3 2023-09-22 [1] CRAN (R 4.3.2)
png 0.1-8 2022-11-29 [1] CRAN (R 4.3.1)
polyclip 1.10-6 2023-09-27 [1] CRAN (R 4.3.1)
praise 1.0.0 2015-08-11 [1] CRAN (R 4.3.2)
prettyunits 1.2.0 2023-09-24 [1] CRAN (R 4.3.2)
processx 3.8.3 2023-12-10 [1] CRAN (R 4.3.2)
progress 1.2.3 2023-12-06 [1] CRAN (R 4.3.2)
promises 1.2.1 2023-08-10 [1] CRAN (R 4.3.2)
proxy 0.4-27 2022-06-09 [1] CRAN (R 4.3.2)
ps 1.7.5 2023-04-18 [1] CRAN (R 4.3.2)
purrr 1.0.2 2023-08-10 [1] CRAN (R 4.3.2)
quantreg 5.97 2023-08-19 [1] CRAN (R 4.3.2)
R6 2.5.1 2021-08-19 [1] CRAN (R 4.3.2)
ragg 1.2.7 2023-12-11 [1] CRAN (R 4.3.2)
rappdirs 0.3.3 2021-01-31 [1] CRAN (R 4.3.2)
RColorBrewer 1.1-3 2022-04-03 [1] CRAN (R 4.3.1)
Rcpp 1.0.11 2023-07-06 [1] CRAN (R 4.3.2)
RcppEigen 0.3.3.9.4 2023-11-02 [1] CRAN (R 4.3.2)
readr 2.1.4 2023-02-10 [1] CRAN (R 4.3.2)
readxl 1.4.3 2023-07-06 [1] CRAN (R 4.3.2)
rematch 2.0.0 2023-08-30 [1] CRAN (R 4.3.2)
rematch2 2.1.2 2020-05-01 [1] CRAN (R 4.3.2)
reprex 2.0.2 2022-08-17 [1] CRAN (R 4.3.2)
rlang 1.1.2 2023-11-04 [1] CRAN (R 4.3.2)
rmarkdown 2.25 2023-09-18 [1] CRAN (R 4.3.2)
rprojroot 2.0.4 2023-11-05 [1] CRAN (R 4.3.2)
rstudioapi 0.15.0 2023-07-07 [1] CRAN (R 4.3.2)
rvest 1.0.3 2022-08-19 [1] CRAN (R 4.3.2)
s2 1.1.5 2023-12-10 [1] CRAN (R 4.3.2)
sass 0.4.8 2023-12-06 [1] CRAN (R 4.3.2)
scales 1.3.0 2023-11-28 [1] CRAN (R 4.3.2)
scatterplot3d 0.3-44 2023-05-05 [1] CRAN (R 4.3.1)
selectr 0.4-2 2019-11-20 [1] CRAN (R 4.3.2)
sf 1.0-15 2023-12-18 [1] CRAN (R 4.3.2)
SparseM 1.81 2021-02-18 [1] CRAN (R 4.3.1)
stringi 1.8.3 2023-12-11 [1] CRAN (R 4.3.2)
stringr 1.5.1 2023-11-14 [1] CRAN (R 4.3.2)
survival 3.5-7 2023-08-14 [1] CRAN (R 4.3.2)
sys 3.4.2 2023-05-23 [1] CRAN (R 4.3.2)
systemfonts 1.0.5 2023-10-09 [1] CRAN (R 4.3.2)
testthat 3.2.1 2023-12-02 [1] CRAN (R 4.3.2)
textshaping 0.3.7 2023-10-09 [1] CRAN (R 4.3.2)
tibble 3.2.1 2023-03-20 [1] CRAN (R 4.3.2)
tidyr 1.3.0 2023-01-24 [1] CRAN (R 4.3.2)
tidyselect 1.2.0 2022-10-10 [1] CRAN (R 4.3.2)
tidyverse 2.0.0 2023-02-22 [1] CRAN (R 4.3.2)
timechange 0.2.0 2023-01-11 [1] CRAN (R 4.3.2)
tinytex 0.49 2023-11-22 [1] CRAN (R 4.3.2)
tweenr 2.0.2 2022-09-06 [1] CRAN (R 4.3.2)
tzdb 0.4.0 2023-05-12 [1] CRAN (R 4.3.2)
units 0.8-5 2023-11-28 [1] CRAN (R 4.3.2)
utf8 1.2.4 2023-10-22 [1] CRAN (R 4.3.2)
uuid 1.1-1 2023-08-17 [1] CRAN (R 4.3.1)
vctrs 0.6.5 2023-12-01 [1] CRAN (R 4.3.2)
viridisLite 0.4.2 2023-05-02 [1] CRAN (R 4.3.2)
vroom 1.6.5 2023-12-05 [1] CRAN (R 4.3.2)
waldo 0.5.2 2023-11-02 [1] CRAN (R 4.3.2)
withr 2.5.2 2023-10-30 [1] CRAN (R 4.3.2)
wk 0.9.1 2023-11-29 [1] CRAN (R 4.3.2)
xfun 0.41 2023-11-01 [1] CRAN (R 4.3.2)
xml2 1.3.6 2023-12-04 [1] CRAN (R 4.3.2)
yaml 2.3.8 2023-12-11 [1] CRAN (R 4.3.2)
[1] C:/Users/jwicquart/AppData/Local/Programs/R/R-4.3.2/library
──────────────────────────────────────────────────────────────────────────────