Last updated: 2021-10-28
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Knit directory: emlr_obs_v_XXX/
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Rmd | eb50c9e | jens-daniel-mueller | 2021-08-19 | test with gap filling after strong removal of outliers |
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html | 2cbe18c | jens-daniel-mueller | 2021-06-10 | added zonal mean section control plots |
html | 69c79d0 | jens-daniel-mueller | 2021-06-08 | Build site. |
html | 1772903 | jens-daniel-mueller | 2021-06-07 | Build site. |
html | 594ed9a | jens-daniel-mueller | 2021-06-04 | Build site. |
html | db7df0e | jens-daniel-mueller | 2021-06-04 | rebuild without overlapping eras |
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html | 207339d | jens-daniel-mueller | 2021-06-03 | Build site. |
html | 315710b | jens-daniel-mueller | 2021-06-03 | include anomalous changes |
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html | 50290e8 | jens-daniel-mueller | 2021-04-16 | overlapping eras |
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html | 03b6009 | jens-daniel-mueller | 2021-03-23 | removed before copying template |
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html | 318609d | jens-daniel-mueller | 2020-12-23 | adapted more variable predictor selection |
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html | 0aa2b50 | jens-daniel-mueller | 2020-12-23 | remove html before duplication |
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html | 2886da0 | jens-daniel-mueller | 2020-12-19 | Build site. |
html | 02f0ee9 | jens-daniel-mueller | 2020-12-18 | cleaned up for copying template |
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html | abc6818 | jens-daniel-mueller | 2020-12-03 | Build site. |
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html | c8c2e7b | jens-daniel-mueller | 2020-12-03 | Build site. |
Rmd | 83203db | jens-daniel-mueller | 2020-12-03 | calculate cant with variable inventory depth |
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Rmd | 9183e8f | jens-daniel-mueller | 2020-12-02 | revised assignment of era to eras |
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html | 0ff728b | jens-daniel-mueller | 2020-12-01 | Build site. |
html | 91435ae | jens-daniel-mueller | 2020-12-01 | Build site. |
Rmd | 17d09be | jens-daniel-mueller | 2020-12-01 | auto eras naming |
html | cf19652 | jens-daniel-mueller | 2020-11-30 | Build site. |
Rmd | 2842970 | jens-daniel-mueller | 2020-11-30 | cleaned for eMLR part only |
html | 196be51 | jens-daniel-mueller | 2020-11-30 | Build site. |
Rmd | 7a4b015 | jens-daniel-mueller | 2020-11-30 | first rebuild on ETH server |
Rmd | bc61ce3 | Jens Müller | 2020-11-30 | Initial commit |
html | bc61ce3 | Jens Müller | 2020-11-30 | Initial commit |
The results displayed on this site correspond to the Version_ID: v_XXX
Required are:
GLODAP <-
read_csv(paste(path_version_data,
"GLODAPv2.2020_MLR_fitting_ready.csv",
sep = ""))
The correlation between:
were investigated based on:
For an overview, a random subset of data from all eras was plotted separately for both basins, with color indicating neutral density slabs (high density = dark-purple color).
plot_fun <- function(df){
ggpairs(
data = df,
columns = c(params_local$MLR_target,
params_local$MLR_predictors),
upper = "blank",
ggplot2::aes(col = gamma_slab, fill = gamma_slab, alpha = 0.01)
) +
scale_fill_viridis_d(direction = -1) +
scale_color_viridis_d(direction = -1) +
labs(title = paste(
"Basin:",
unique(df$basin),
"| era: all | random subsample:",
nrow(df),
"| data source:",
unique(df$data_source)
))
}
GLODAP %>%
slice_sample(n = 5e3) %>%
group_split(basin, data_source) %>%
# head(1) %>%
map(plot_fun)
[[1]]
Version | Author | Date |
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f792cd8 | jens-daniel-mueller | 2021-10-27 |
3992e41 | jens-daniel-mueller | 2021-10-27 |
f9280c7 | jens-daniel-mueller | 2021-10-21 |
bfe90e6 | jens-daniel-mueller | 2021-10-21 |
78a956e | jens-daniel-mueller | 2021-10-21 |
1ba14cf | jens-daniel-mueller | 2021-10-20 |
dc0723b | jens-daniel-mueller | 2021-10-19 |
cd0ebd8 | jens-daniel-mueller | 2021-10-18 |
046c556 | jens-daniel-mueller | 2021-10-07 |
ac73c23 | jens-daniel-mueller | 2021-10-07 |
0bd4ea2 | jens-daniel-mueller | 2021-10-07 |
6969c18 | jens-daniel-mueller | 2021-10-07 |
06afaca | jens-daniel-mueller | 2021-09-23 |
c0bbbe4 | jens-daniel-mueller | 2021-09-22 |
9eac969 | jens-daniel-mueller | 2021-08-30 |
3a584b7 | jens-daniel-mueller | 2021-08-30 |
deb425c | jens-daniel-mueller | 2021-08-24 |
534854b | jens-daniel-mueller | 2021-08-19 |
77f4ba7 | jens-daniel-mueller | 2021-08-19 |
ece96df | jens-daniel-mueller | 2021-08-19 |
27c99b8 | jens-daniel-mueller | 2021-08-19 |
a03f2f0 | jens-daniel-mueller | 2021-08-18 |
9335b31 | jens-daniel-mueller | 2021-08-10 |
9943b45 | jens-daniel-mueller | 2021-08-10 |
0b00a2b | jens-daniel-mueller | 2021-08-09 |
755c6b1 | jens-daniel-mueller | 2021-08-09 |
cd8e0d5 | jens-daniel-mueller | 2021-08-06 |
15773a0 | jens-daniel-mueller | 2021-08-06 |
da61d1a | jens-daniel-mueller | 2021-08-06 |
340d731 | jens-daniel-mueller | 2021-08-06 |
71546e4 | jens-daniel-mueller | 2021-08-06 |
29444a1 | jens-daniel-mueller | 2021-08-05 |
42e80c0 | jens-daniel-mueller | 2021-08-04 |
48f6eed | jens-daniel-mueller | 2021-08-04 |
81a46a4 | jens-daniel-mueller | 2021-08-03 |
b88c61b | jens-daniel-mueller | 2021-08-03 |
a53656d | jens-daniel-mueller | 2021-08-03 |
88f7356 | jens-daniel-mueller | 2021-08-02 |
d759279 | jens-daniel-mueller | 2021-08-02 |
127b801 | jens-daniel-mueller | 2021-07-24 |
912d90e | jens-daniel-mueller | 2021-07-23 |
2477316 | jens-daniel-mueller | 2021-07-23 |
c9ccc00 | jens-daniel-mueller | 2021-07-22 |
c18a8b1 | jens-daniel-mueller | 2021-07-09 |
910d64a | jens-daniel-mueller | 2021-07-02 |
1cbf907 | jens-daniel-mueller | 2021-07-02 |
955f5dc | jens-daniel-mueller | 2021-06-29 |
9480f94 | jens-daniel-mueller | 2021-06-29 |
d054c39 | jens-daniel-mueller | 2021-06-24 |
4fcd066 | jens-daniel-mueller | 2021-06-24 |
3b6387f | jens-daniel-mueller | 2021-06-18 |
c6b3da6 | jens-daniel-mueller | 2021-06-14 |
439ee80 | jens-daniel-mueller | 2021-06-11 |
33ffcab | jens-daniel-mueller | 2021-06-10 |
7e1f407 | jens-daniel-mueller | 2021-06-10 |
2cbe18c | jens-daniel-mueller | 2021-06-10 |
69c79d0 | jens-daniel-mueller | 2021-06-08 |
1772903 | jens-daniel-mueller | 2021-06-07 |
594ed9a | jens-daniel-mueller | 2021-06-04 |
db7df0e | jens-daniel-mueller | 2021-06-04 |
2edc791 | jens-daniel-mueller | 2021-06-04 |
207339d | jens-daniel-mueller | 2021-06-03 |
315710b | jens-daniel-mueller | 2021-06-03 |
be90356 | jens-daniel-mueller | 2021-06-02 |
d37a85d | jens-daniel-mueller | 2021-05-31 |
4b7a5ee | jens-daniel-mueller | 2021-05-28 |
25bd183 | jens-daniel-mueller | 2021-05-26 |
62bd574 | jens-daniel-mueller | 2021-05-20 |
7c56c39 | jens-daniel-mueller | 2021-05-19 |
52e7583 | jens-daniel-mueller | 2021-05-12 |
969e631 | jens-daniel-mueller | 2021-05-12 |
d2a83bc | jens-daniel-mueller | 2021-04-16 |
c0a47df | jens-daniel-mueller | 2021-04-16 |
50290e8 | jens-daniel-mueller | 2021-04-16 |
a00ec94 | jens-daniel-mueller | 2021-04-16 |
b6fe355 | jens-daniel-mueller | 2021-04-16 |
81b7c6d | jens-daniel-mueller | 2021-04-16 |
ddec5b7 | jens-daniel-mueller | 2021-04-15 |
29edae5 | jens-daniel-mueller | 2021-04-14 |
9f31fe3 | jens-daniel-mueller | 2021-04-13 |
ea17c90 | jens-daniel-mueller | 2021-04-09 |
338dd3c | jens-daniel-mueller | 2021-04-09 |
a79ca2c | jens-daniel-mueller | 2021-04-09 |
eb827c9 | jens-daniel-mueller | 2021-04-07 |
ab5c8cf | jens-daniel-mueller | 2021-03-24 |
03b6009 | jens-daniel-mueller | 2021-03-23 |
98d4a6d | jens-daniel-mueller | 2021-03-23 |
83a13de | jens-daniel-mueller | 2021-03-20 |
cf98c6d | jens-daniel-mueller | 2021-03-16 |
a1d52ff | jens-daniel-mueller | 2021-03-15 |
0bade3b | jens-daniel-mueller | 2021-03-15 |
27c1f4b | jens-daniel-mueller | 2021-03-14 |
af75ebf | jens-daniel-mueller | 2021-03-14 |
5017709 | jens-daniel-mueller | 2021-03-11 |
585b07f | jens-daniel-mueller | 2021-03-11 |
85a5ed2 | jens-daniel-mueller | 2021-03-10 |
6c0bec6 | jens-daniel-mueller | 2021-03-05 |
af70b94 | jens-daniel-mueller | 2021-03-04 |
7b672f7 | jens-daniel-mueller | 2021-01-11 |
33ba23c | jens-daniel-mueller | 2021-01-07 |
318609d | jens-daniel-mueller | 2020-12-23 |
9d0b2d0 | jens-daniel-mueller | 2020-12-23 |
0aa2b50 | jens-daniel-mueller | 2020-12-23 |
2886da0 | jens-daniel-mueller | 2020-12-19 |
02f0ee9 | jens-daniel-mueller | 2020-12-18 |
7bcb4eb | jens-daniel-mueller | 2020-12-18 |
158fe26 | jens-daniel-mueller | 2020-12-15 |
7a9a4cb | jens-daniel-mueller | 2020-12-15 |
61b263c | jens-daniel-mueller | 2020-12-15 |
4d612dd | jens-daniel-mueller | 2020-12-15 |
984697e | jens-daniel-mueller | 2020-12-12 |
3ebff89 | jens-daniel-mueller | 2020-12-12 |
5d96d3c | jens-daniel-mueller | 2020-12-11 |
[[2]]
Version | Author | Date |
---|---|---|
f792cd8 | jens-daniel-mueller | 2021-10-27 |
3992e41 | jens-daniel-mueller | 2021-10-27 |
f9280c7 | jens-daniel-mueller | 2021-10-21 |
bfe90e6 | jens-daniel-mueller | 2021-10-21 |
78a956e | jens-daniel-mueller | 2021-10-21 |
1ba14cf | jens-daniel-mueller | 2021-10-20 |
dc0723b | jens-daniel-mueller | 2021-10-19 |
cd0ebd8 | jens-daniel-mueller | 2021-10-18 |
046c556 | jens-daniel-mueller | 2021-10-07 |
ac73c23 | jens-daniel-mueller | 2021-10-07 |
0bd4ea2 | jens-daniel-mueller | 2021-10-07 |
6969c18 | jens-daniel-mueller | 2021-10-07 |
06afaca | jens-daniel-mueller | 2021-09-23 |
c0bbbe4 | jens-daniel-mueller | 2021-09-22 |
9eac969 | jens-daniel-mueller | 2021-08-30 |
3a584b7 | jens-daniel-mueller | 2021-08-30 |
deb425c | jens-daniel-mueller | 2021-08-24 |
534854b | jens-daniel-mueller | 2021-08-19 |
77f4ba7 | jens-daniel-mueller | 2021-08-19 |
ece96df | jens-daniel-mueller | 2021-08-19 |
27c99b8 | jens-daniel-mueller | 2021-08-19 |
a03f2f0 | jens-daniel-mueller | 2021-08-18 |
9335b31 | jens-daniel-mueller | 2021-08-10 |
9943b45 | jens-daniel-mueller | 2021-08-10 |
0b00a2b | jens-daniel-mueller | 2021-08-09 |
755c6b1 | jens-daniel-mueller | 2021-08-09 |
cd8e0d5 | jens-daniel-mueller | 2021-08-06 |
15773a0 | jens-daniel-mueller | 2021-08-06 |
da61d1a | jens-daniel-mueller | 2021-08-06 |
340d731 | jens-daniel-mueller | 2021-08-06 |
71546e4 | jens-daniel-mueller | 2021-08-06 |
29444a1 | jens-daniel-mueller | 2021-08-05 |
42e80c0 | jens-daniel-mueller | 2021-08-04 |
48f6eed | jens-daniel-mueller | 2021-08-04 |
81a46a4 | jens-daniel-mueller | 2021-08-03 |
b88c61b | jens-daniel-mueller | 2021-08-03 |
a53656d | jens-daniel-mueller | 2021-08-03 |
88f7356 | jens-daniel-mueller | 2021-08-02 |
d759279 | jens-daniel-mueller | 2021-08-02 |
127b801 | jens-daniel-mueller | 2021-07-24 |
912d90e | jens-daniel-mueller | 2021-07-23 |
2477316 | jens-daniel-mueller | 2021-07-23 |
c9ccc00 | jens-daniel-mueller | 2021-07-22 |
c18a8b1 | jens-daniel-mueller | 2021-07-09 |
910d64a | jens-daniel-mueller | 2021-07-02 |
1cbf907 | jens-daniel-mueller | 2021-07-02 |
955f5dc | jens-daniel-mueller | 2021-06-29 |
9480f94 | jens-daniel-mueller | 2021-06-29 |
d054c39 | jens-daniel-mueller | 2021-06-24 |
4fcd066 | jens-daniel-mueller | 2021-06-24 |
3b6387f | jens-daniel-mueller | 2021-06-18 |
c6b3da6 | jens-daniel-mueller | 2021-06-14 |
439ee80 | jens-daniel-mueller | 2021-06-11 |
33ffcab | jens-daniel-mueller | 2021-06-10 |
7e1f407 | jens-daniel-mueller | 2021-06-10 |
2cbe18c | jens-daniel-mueller | 2021-06-10 |
69c79d0 | jens-daniel-mueller | 2021-06-08 |
1772903 | jens-daniel-mueller | 2021-06-07 |
594ed9a | jens-daniel-mueller | 2021-06-04 |
db7df0e | jens-daniel-mueller | 2021-06-04 |
2edc791 | jens-daniel-mueller | 2021-06-04 |
207339d | jens-daniel-mueller | 2021-06-03 |
315710b | jens-daniel-mueller | 2021-06-03 |
d37a85d | jens-daniel-mueller | 2021-05-31 |
4b7a5ee | jens-daniel-mueller | 2021-05-28 |
25bd183 | jens-daniel-mueller | 2021-05-26 |
62bd574 | jens-daniel-mueller | 2021-05-20 |
7c56c39 | jens-daniel-mueller | 2021-05-19 |
52e7583 | jens-daniel-mueller | 2021-05-12 |
969e631 | jens-daniel-mueller | 2021-05-12 |
d2a83bc | jens-daniel-mueller | 2021-04-16 |
c0a47df | jens-daniel-mueller | 2021-04-16 |
50290e8 | jens-daniel-mueller | 2021-04-16 |
a00ec94 | jens-daniel-mueller | 2021-04-16 |
b6fe355 | jens-daniel-mueller | 2021-04-16 |
81b7c6d | jens-daniel-mueller | 2021-04-16 |
ddec5b7 | jens-daniel-mueller | 2021-04-15 |
29edae5 | jens-daniel-mueller | 2021-04-14 |
9f31fe3 | jens-daniel-mueller | 2021-04-13 |
ea17c90 | jens-daniel-mueller | 2021-04-09 |
338dd3c | jens-daniel-mueller | 2021-04-09 |
a79ca2c | jens-daniel-mueller | 2021-04-09 |
eb827c9 | jens-daniel-mueller | 2021-04-07 |
ab5c8cf | jens-daniel-mueller | 2021-03-24 |
03b6009 | jens-daniel-mueller | 2021-03-23 |
98d4a6d | jens-daniel-mueller | 2021-03-23 |
83a13de | jens-daniel-mueller | 2021-03-20 |
cf98c6d | jens-daniel-mueller | 2021-03-16 |
a1d52ff | jens-daniel-mueller | 2021-03-15 |
0bade3b | jens-daniel-mueller | 2021-03-15 |
27c1f4b | jens-daniel-mueller | 2021-03-14 |
af75ebf | jens-daniel-mueller | 2021-03-14 |
5017709 | jens-daniel-mueller | 2021-03-11 |
585b07f | jens-daniel-mueller | 2021-03-11 |
85a5ed2 | jens-daniel-mueller | 2021-03-10 |
6c0bec6 | jens-daniel-mueller | 2021-03-05 |
af70b94 | jens-daniel-mueller | 2021-03-04 |
7b672f7 | jens-daniel-mueller | 2021-01-11 |
33ba23c | jens-daniel-mueller | 2021-01-07 |
318609d | jens-daniel-mueller | 2020-12-23 |
9d0b2d0 | jens-daniel-mueller | 2020-12-23 |
0aa2b50 | jens-daniel-mueller | 2020-12-23 |
2886da0 | jens-daniel-mueller | 2020-12-19 |
02f0ee9 | jens-daniel-mueller | 2020-12-18 |
7bcb4eb | jens-daniel-mueller | 2020-12-18 |
158fe26 | jens-daniel-mueller | 2020-12-15 |
7a9a4cb | jens-daniel-mueller | 2020-12-15 |
61b263c | jens-daniel-mueller | 2020-12-15 |
4d612dd | jens-daniel-mueller | 2020-12-15 |
984697e | jens-daniel-mueller | 2020-12-12 |
3ebff89 | jens-daniel-mueller | 2020-12-12 |
5d96d3c | jens-daniel-mueller | 2020-12-11 |
[[3]]
Version | Author | Date |
---|---|---|
f792cd8 | jens-daniel-mueller | 2021-10-27 |
22750db | jens-daniel-mueller | 2021-10-27 |
3992e41 | jens-daniel-mueller | 2021-10-27 |
f9280c7 | jens-daniel-mueller | 2021-10-21 |
bfe90e6 | jens-daniel-mueller | 2021-10-21 |
78a956e | jens-daniel-mueller | 2021-10-21 |
1ba14cf | jens-daniel-mueller | 2021-10-20 |
dc0723b | jens-daniel-mueller | 2021-10-19 |
cd0ebd8 | jens-daniel-mueller | 2021-10-18 |
046c556 | jens-daniel-mueller | 2021-10-07 |
ac73c23 | jens-daniel-mueller | 2021-10-07 |
0bd4ea2 | jens-daniel-mueller | 2021-10-07 |
6969c18 | jens-daniel-mueller | 2021-10-07 |
06afaca | jens-daniel-mueller | 2021-09-23 |
c0bbbe4 | jens-daniel-mueller | 2021-09-22 |
9eac969 | jens-daniel-mueller | 2021-08-30 |
3a584b7 | jens-daniel-mueller | 2021-08-30 |
deb425c | jens-daniel-mueller | 2021-08-24 |
534854b | jens-daniel-mueller | 2021-08-19 |
77f4ba7 | jens-daniel-mueller | 2021-08-19 |
ece96df | jens-daniel-mueller | 2021-08-19 |
27c99b8 | jens-daniel-mueller | 2021-08-19 |
a03f2f0 | jens-daniel-mueller | 2021-08-18 |
9335b31 | jens-daniel-mueller | 2021-08-10 |
9943b45 | jens-daniel-mueller | 2021-08-10 |
da61d1a | jens-daniel-mueller | 2021-08-06 |
340d731 | jens-daniel-mueller | 2021-08-06 |
71546e4 | jens-daniel-mueller | 2021-08-06 |
29444a1 | jens-daniel-mueller | 2021-08-05 |
42e80c0 | jens-daniel-mueller | 2021-08-04 |
48f6eed | jens-daniel-mueller | 2021-08-04 |
81a46a4 | jens-daniel-mueller | 2021-08-03 |
b88c61b | jens-daniel-mueller | 2021-08-03 |
a53656d | jens-daniel-mueller | 2021-08-03 |
88f7356 | jens-daniel-mueller | 2021-08-02 |
d759279 | jens-daniel-mueller | 2021-08-02 |
127b801 | jens-daniel-mueller | 2021-07-24 |
912d90e | jens-daniel-mueller | 2021-07-23 |
2477316 | jens-daniel-mueller | 2021-07-23 |
c9ccc00 | jens-daniel-mueller | 2021-07-22 |
c18a8b1 | jens-daniel-mueller | 2021-07-09 |
910d64a | jens-daniel-mueller | 2021-07-02 |
1cbf907 | jens-daniel-mueller | 2021-07-02 |
955f5dc | jens-daniel-mueller | 2021-06-29 |
9480f94 | jens-daniel-mueller | 2021-06-29 |
d054c39 | jens-daniel-mueller | 2021-06-24 |
4fcd066 | jens-daniel-mueller | 2021-06-24 |
3b6387f | jens-daniel-mueller | 2021-06-18 |
c6b3da6 | jens-daniel-mueller | 2021-06-14 |
439ee80 | jens-daniel-mueller | 2021-06-11 |
33ffcab | jens-daniel-mueller | 2021-06-10 |
7e1f407 | jens-daniel-mueller | 2021-06-10 |
2cbe18c | jens-daniel-mueller | 2021-06-10 |
69c79d0 | jens-daniel-mueller | 2021-06-08 |
1772903 | jens-daniel-mueller | 2021-06-07 |
594ed9a | jens-daniel-mueller | 2021-06-04 |
db7df0e | jens-daniel-mueller | 2021-06-04 |
2edc791 | jens-daniel-mueller | 2021-06-04 |
207339d | jens-daniel-mueller | 2021-06-03 |
315710b | jens-daniel-mueller | 2021-06-03 |
be90356 | jens-daniel-mueller | 2021-06-02 |
d37a85d | jens-daniel-mueller | 2021-05-31 |
4b7a5ee | jens-daniel-mueller | 2021-05-28 |
25bd183 | jens-daniel-mueller | 2021-05-26 |
62bd574 | jens-daniel-mueller | 2021-05-20 |
7c56c39 | jens-daniel-mueller | 2021-05-19 |
52e7583 | jens-daniel-mueller | 2021-05-12 |
969e631 | jens-daniel-mueller | 2021-05-12 |
d2a83bc | jens-daniel-mueller | 2021-04-16 |
c0a47df | jens-daniel-mueller | 2021-04-16 |
50290e8 | jens-daniel-mueller | 2021-04-16 |
a00ec94 | jens-daniel-mueller | 2021-04-16 |
b6fe355 | jens-daniel-mueller | 2021-04-16 |
81b7c6d | jens-daniel-mueller | 2021-04-16 |
ddec5b7 | jens-daniel-mueller | 2021-04-15 |
29edae5 | jens-daniel-mueller | 2021-04-14 |
099d566 | jens-daniel-mueller | 2021-04-14 |
bb44686 | jens-daniel-mueller | 2021-04-14 |
bf40480 | jens-daniel-mueller | 2021-04-13 |
9f31fe3 | jens-daniel-mueller | 2021-04-13 |
ea17c90 | jens-daniel-mueller | 2021-04-09 |
338dd3c | jens-daniel-mueller | 2021-04-09 |
a79ca2c | jens-daniel-mueller | 2021-04-09 |
eb827c9 | jens-daniel-mueller | 2021-04-07 |
ab5c8cf | jens-daniel-mueller | 2021-03-24 |
0aa2b50 | jens-daniel-mueller | 2020-12-23 |
2886da0 | jens-daniel-mueller | 2020-12-19 |
02f0ee9 | jens-daniel-mueller | 2020-12-18 |
7bcb4eb | jens-daniel-mueller | 2020-12-18 |
158fe26 | jens-daniel-mueller | 2020-12-15 |
7a9a4cb | jens-daniel-mueller | 2020-12-15 |
61b263c | jens-daniel-mueller | 2020-12-15 |
4d612dd | jens-daniel-mueller | 2020-12-15 |
984697e | jens-daniel-mueller | 2020-12-12 |
3ebff89 | jens-daniel-mueller | 2020-12-12 |
5d96d3c | jens-daniel-mueller | 2020-12-11 |
[[4]]
Version | Author | Date |
---|---|---|
f792cd8 | jens-daniel-mueller | 2021-10-27 |
22750db | jens-daniel-mueller | 2021-10-27 |
3992e41 | jens-daniel-mueller | 2021-10-27 |
f9280c7 | jens-daniel-mueller | 2021-10-21 |
bfe90e6 | jens-daniel-mueller | 2021-10-21 |
78a956e | jens-daniel-mueller | 2021-10-21 |
1ba14cf | jens-daniel-mueller | 2021-10-20 |
dc0723b | jens-daniel-mueller | 2021-10-19 |
cd0ebd8 | jens-daniel-mueller | 2021-10-18 |
046c556 | jens-daniel-mueller | 2021-10-07 |
ac73c23 | jens-daniel-mueller | 2021-10-07 |
0bd4ea2 | jens-daniel-mueller | 2021-10-07 |
6969c18 | jens-daniel-mueller | 2021-10-07 |
06afaca | jens-daniel-mueller | 2021-09-23 |
c0bbbe4 | jens-daniel-mueller | 2021-09-22 |
9eac969 | jens-daniel-mueller | 2021-08-30 |
3a584b7 | jens-daniel-mueller | 2021-08-30 |
deb425c | jens-daniel-mueller | 2021-08-24 |
534854b | jens-daniel-mueller | 2021-08-19 |
77f4ba7 | jens-daniel-mueller | 2021-08-19 |
ece96df | jens-daniel-mueller | 2021-08-19 |
27c99b8 | jens-daniel-mueller | 2021-08-19 |
a03f2f0 | jens-daniel-mueller | 2021-08-18 |
9335b31 | jens-daniel-mueller | 2021-08-10 |
9943b45 | jens-daniel-mueller | 2021-08-10 |
da61d1a | jens-daniel-mueller | 2021-08-06 |
340d731 | jens-daniel-mueller | 2021-08-06 |
71546e4 | jens-daniel-mueller | 2021-08-06 |
29444a1 | jens-daniel-mueller | 2021-08-05 |
42e80c0 | jens-daniel-mueller | 2021-08-04 |
48f6eed | jens-daniel-mueller | 2021-08-04 |
81a46a4 | jens-daniel-mueller | 2021-08-03 |
b88c61b | jens-daniel-mueller | 2021-08-03 |
a53656d | jens-daniel-mueller | 2021-08-03 |
88f7356 | jens-daniel-mueller | 2021-08-02 |
d759279 | jens-daniel-mueller | 2021-08-02 |
127b801 | jens-daniel-mueller | 2021-07-24 |
912d90e | jens-daniel-mueller | 2021-07-23 |
2477316 | jens-daniel-mueller | 2021-07-23 |
c9ccc00 | jens-daniel-mueller | 2021-07-22 |
c18a8b1 | jens-daniel-mueller | 2021-07-09 |
910d64a | jens-daniel-mueller | 2021-07-02 |
1cbf907 | jens-daniel-mueller | 2021-07-02 |
955f5dc | jens-daniel-mueller | 2021-06-29 |
9480f94 | jens-daniel-mueller | 2021-06-29 |
d054c39 | jens-daniel-mueller | 2021-06-24 |
4fcd066 | jens-daniel-mueller | 2021-06-24 |
3b6387f | jens-daniel-mueller | 2021-06-18 |
c6b3da6 | jens-daniel-mueller | 2021-06-14 |
439ee80 | jens-daniel-mueller | 2021-06-11 |
33ffcab | jens-daniel-mueller | 2021-06-10 |
7e1f407 | jens-daniel-mueller | 2021-06-10 |
2cbe18c | jens-daniel-mueller | 2021-06-10 |
69c79d0 | jens-daniel-mueller | 2021-06-08 |
1772903 | jens-daniel-mueller | 2021-06-07 |
594ed9a | jens-daniel-mueller | 2021-06-04 |
db7df0e | jens-daniel-mueller | 2021-06-04 |
2edc791 | jens-daniel-mueller | 2021-06-04 |
207339d | jens-daniel-mueller | 2021-06-03 |
315710b | jens-daniel-mueller | 2021-06-03 |
d37a85d | jens-daniel-mueller | 2021-05-31 |
4b7a5ee | jens-daniel-mueller | 2021-05-28 |
25bd183 | jens-daniel-mueller | 2021-05-26 |
62bd574 | jens-daniel-mueller | 2021-05-20 |
7c56c39 | jens-daniel-mueller | 2021-05-19 |
52e7583 | jens-daniel-mueller | 2021-05-12 |
969e631 | jens-daniel-mueller | 2021-05-12 |
d2a83bc | jens-daniel-mueller | 2021-04-16 |
c0a47df | jens-daniel-mueller | 2021-04-16 |
50290e8 | jens-daniel-mueller | 2021-04-16 |
a00ec94 | jens-daniel-mueller | 2021-04-16 |
b6fe355 | jens-daniel-mueller | 2021-04-16 |
81b7c6d | jens-daniel-mueller | 2021-04-16 |
ddec5b7 | jens-daniel-mueller | 2021-04-15 |
29edae5 | jens-daniel-mueller | 2021-04-14 |
099d566 | jens-daniel-mueller | 2021-04-14 |
bb44686 | jens-daniel-mueller | 2021-04-14 |
bf40480 | jens-daniel-mueller | 2021-04-13 |
9f31fe3 | jens-daniel-mueller | 2021-04-13 |
ea17c90 | jens-daniel-mueller | 2021-04-09 |
338dd3c | jens-daniel-mueller | 2021-04-09 |
a79ca2c | jens-daniel-mueller | 2021-04-09 |
eb827c9 | jens-daniel-mueller | 2021-04-07 |
ab5c8cf | jens-daniel-mueller | 2021-03-24 |
984697e | jens-daniel-mueller | 2020-12-12 |
3ebff89 | jens-daniel-mueller | 2020-12-12 |
5d96d3c | jens-daniel-mueller | 2020-12-11 |
[[5]]
Version | Author | Date |
---|---|---|
f792cd8 | jens-daniel-mueller | 2021-10-27 |
22750db | jens-daniel-mueller | 2021-10-27 |
3992e41 | jens-daniel-mueller | 2021-10-27 |
f9280c7 | jens-daniel-mueller | 2021-10-21 |
bfe90e6 | jens-daniel-mueller | 2021-10-21 |
78a956e | jens-daniel-mueller | 2021-10-21 |
1ba14cf | jens-daniel-mueller | 2021-10-20 |
dc0723b | jens-daniel-mueller | 2021-10-19 |
cd0ebd8 | jens-daniel-mueller | 2021-10-18 |
046c556 | jens-daniel-mueller | 2021-10-07 |
ac73c23 | jens-daniel-mueller | 2021-10-07 |
0bd4ea2 | jens-daniel-mueller | 2021-10-07 |
6969c18 | jens-daniel-mueller | 2021-10-07 |
06afaca | jens-daniel-mueller | 2021-09-23 |
c0bbbe4 | jens-daniel-mueller | 2021-09-22 |
9eac969 | jens-daniel-mueller | 2021-08-30 |
3a584b7 | jens-daniel-mueller | 2021-08-30 |
deb425c | jens-daniel-mueller | 2021-08-24 |
534854b | jens-daniel-mueller | 2021-08-19 |
77f4ba7 | jens-daniel-mueller | 2021-08-19 |
ece96df | jens-daniel-mueller | 2021-08-19 |
27c99b8 | jens-daniel-mueller | 2021-08-19 |
a03f2f0 | jens-daniel-mueller | 2021-08-18 |
9335b31 | jens-daniel-mueller | 2021-08-10 |
9943b45 | jens-daniel-mueller | 2021-08-10 |
da61d1a | jens-daniel-mueller | 2021-08-06 |
340d731 | jens-daniel-mueller | 2021-08-06 |
71546e4 | jens-daniel-mueller | 2021-08-06 |
29444a1 | jens-daniel-mueller | 2021-08-05 |
42e80c0 | jens-daniel-mueller | 2021-08-04 |
48f6eed | jens-daniel-mueller | 2021-08-04 |
81a46a4 | jens-daniel-mueller | 2021-08-03 |
b88c61b | jens-daniel-mueller | 2021-08-03 |
a53656d | jens-daniel-mueller | 2021-08-03 |
88f7356 | jens-daniel-mueller | 2021-08-02 |
127b801 | jens-daniel-mueller | 2021-07-24 |
912d90e | jens-daniel-mueller | 2021-07-23 |
2477316 | jens-daniel-mueller | 2021-07-23 |
c9ccc00 | jens-daniel-mueller | 2021-07-22 |
c18a8b1 | jens-daniel-mueller | 2021-07-09 |
910d64a | jens-daniel-mueller | 2021-07-02 |
1cbf907 | jens-daniel-mueller | 2021-07-02 |
955f5dc | jens-daniel-mueller | 2021-06-29 |
b6fe355 | jens-daniel-mueller | 2021-04-16 |
81b7c6d | jens-daniel-mueller | 2021-04-16 |
099d566 | jens-daniel-mueller | 2021-04-14 |
bb44686 | jens-daniel-mueller | 2021-04-14 |
984697e | jens-daniel-mueller | 2020-12-12 |
3ebff89 | jens-daniel-mueller | 2020-12-12 |
5d96d3c | jens-daniel-mueller | 2020-12-11 |
[[6]]
Version | Author | Date |
---|---|---|
f792cd8 | jens-daniel-mueller | 2021-10-27 |
22750db | jens-daniel-mueller | 2021-10-27 |
3992e41 | jens-daniel-mueller | 2021-10-27 |
f9280c7 | jens-daniel-mueller | 2021-10-21 |
bfe90e6 | jens-daniel-mueller | 2021-10-21 |
78a956e | jens-daniel-mueller | 2021-10-21 |
1ba14cf | jens-daniel-mueller | 2021-10-20 |
dc0723b | jens-daniel-mueller | 2021-10-19 |
cd0ebd8 | jens-daniel-mueller | 2021-10-18 |
046c556 | jens-daniel-mueller | 2021-10-07 |
ac73c23 | jens-daniel-mueller | 2021-10-07 |
0bd4ea2 | jens-daniel-mueller | 2021-10-07 |
6969c18 | jens-daniel-mueller | 2021-10-07 |
06afaca | jens-daniel-mueller | 2021-09-23 |
c0bbbe4 | jens-daniel-mueller | 2021-09-22 |
9eac969 | jens-daniel-mueller | 2021-08-30 |
3a584b7 | jens-daniel-mueller | 2021-08-30 |
deb425c | jens-daniel-mueller | 2021-08-24 |
534854b | jens-daniel-mueller | 2021-08-19 |
77f4ba7 | jens-daniel-mueller | 2021-08-19 |
ece96df | jens-daniel-mueller | 2021-08-19 |
27c99b8 | jens-daniel-mueller | 2021-08-19 |
a03f2f0 | jens-daniel-mueller | 2021-08-18 |
9335b31 | jens-daniel-mueller | 2021-08-10 |
9943b45 | jens-daniel-mueller | 2021-08-10 |
da61d1a | jens-daniel-mueller | 2021-08-06 |
340d731 | jens-daniel-mueller | 2021-08-06 |
71546e4 | jens-daniel-mueller | 2021-08-06 |
29444a1 | jens-daniel-mueller | 2021-08-05 |
42e80c0 | jens-daniel-mueller | 2021-08-04 |
48f6eed | jens-daniel-mueller | 2021-08-04 |
81a46a4 | jens-daniel-mueller | 2021-08-03 |
b88c61b | jens-daniel-mueller | 2021-08-03 |
a53656d | jens-daniel-mueller | 2021-08-03 |
88f7356 | jens-daniel-mueller | 2021-08-02 |
127b801 | jens-daniel-mueller | 2021-07-24 |
912d90e | jens-daniel-mueller | 2021-07-23 |
2477316 | jens-daniel-mueller | 2021-07-23 |
c9ccc00 | jens-daniel-mueller | 2021-07-22 |
c18a8b1 | jens-daniel-mueller | 2021-07-09 |
910d64a | jens-daniel-mueller | 2021-07-02 |
1cbf907 | jens-daniel-mueller | 2021-07-02 |
955f5dc | jens-daniel-mueller | 2021-06-29 |
b6fe355 | jens-daniel-mueller | 2021-04-16 |
81b7c6d | jens-daniel-mueller | 2021-04-16 |
099d566 | jens-daniel-mueller | 2021-04-14 |
bb44686 | jens-daniel-mueller | 2021-04-14 |
GLODAP <- GLODAP %>%
filter(data_source == "obs") %>%
select(-data_source)
Individual correlation plots for each basin, era and neutral density (gamma) slab are available at:
/nfs/kryo/work/jenmueller/emlr_cant/observations/v_XXX/figures/Observations_correlation/
if (params_local$plot_all_figures == "y") {
for (i_basin in unique(GLODAP$basin)) {
for (i_era in unique(GLODAP$era)) {
# i_basin <- unique(GLODAP$basin)[1]
# i_era <- unique(GLODAP$era)[1]
GLODAP_basin_era <- GLODAP %>%
filter(basin == i_basin,
era == i_era)
for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
# i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[5]
GLODAP_highlight <- GLODAP_basin_era %>%
mutate(gamma_highlight = if_else(gamma_slab == i_gamma_slab,
"in", "out")) %>%
arrange(desc(gamma_highlight))
p <- GLODAP_highlight %>%
ggpairs(
columns = c(params_local$MLR_target,
params_local$MLR_predictors),
ggplot2::aes(
col = gamma_highlight,
fill = gamma_highlight,
alpha = 0.01
)
) +
scale_fill_manual(values = c("red", "grey")) +
scale_color_manual(values = c("red", "grey")) +
labs(
title = paste(
i_era,
"|",
i_basin,
"| Gamma slab",
i_gamma_slab,
"| # obs total",
nrow(GLODAP_basin_era),
"| # obs slab",
nrow(GLODAP_highlight %>%
filter(gamma_highlight == "in"))
)
)
png(
filename = paste(
path_version_figures,
"Observations_correlation/",
paste(
"Predictor_correlation",
i_era,
i_basin,
i_gamma_slab,
".png",
sep = "_"
),
sep = ""),
width = 12,
height = 12,
units = "in",
res = 300
)
print(p)
dev.off()
}
}
}
}
Correlation coefficients were calculated individually within each slabs, era and basin.
for (i_basin in unique(GLODAP$basin)) {
for (i_era in unique(GLODAP$era)) {
# i_basin <- unique(GLODAP$basin)[1]
# i_era <- unique(GLODAP$era)[1]
GLODAP_basin_era <- GLODAP %>%
filter(basin == i_basin,
era == i_era) %>%
select(basin,
era,
gamma_slab,
params_local$MLR_target,
params_local$MLR_predictors)
for (i_gamma_slab in unique(GLODAP_basin_era$gamma_slab)) {
# i_gamma_slab <- unique(GLODAP_basin_era$gamma_slab)[5]
print(i_gamma_slab)
GLODAP_basin_era_slab <- GLODAP_basin_era %>%
filter(gamma_slab == i_gamma_slab)
# calculate correlation table
cor_target_predictor_temp <- GLODAP_basin_era_slab %>%
select(-c(basin, era, gamma_slab)) %>%
correlate() %>%
focus(params_local$MLR_target) %>%
mutate(basin = i_basin,
era = i_era,
gamma_slab = i_gamma_slab)
if (exists("cor_target_predictor")) {
cor_target_predictor <-
bind_rows(cor_target_predictor, cor_target_predictor_temp)
}
if (!exists("cor_target_predictor")) {
cor_target_predictor <- cor_target_predictor_temp
}
cor_predictors_temp <- GLODAP_basin_era_slab %>%
select(-c(basin, era, gamma_slab)) %>%
correlate() %>%
shave %>%
stretch() %>%
filter(!is.na(r),
x != params_local$MLR_target,
y != params_local$MLR_target) %>%
mutate(pair = paste(x, y, sep = " + ")) %>%
select(-c(x, y)) %>%
mutate(basin = i_basin,
era = i_era,
gamma_slab = i_gamma_slab)
if (exists("cor_predictors")) {
cor_predictors <- bind_rows(cor_predictors, cor_predictors_temp)
}
if (!exists("cor_predictors")) {
cor_predictors <- cor_predictors_temp
}
}
}
}
rm(cor_predictors_temp, cor_target_predictor_temp,
i_gamma_slab, i_era, i_basin,
GLODAP_basin_era, GLODAP_basin_era_slab)
Below, the range of correlations coefficients for each predictor pair is plotted per basin (facet) and density slab (color). Note that the range indicates the min and max values of in total 3 calculated coefficients (one per era).
# calculate min, max, mean across all eras
cor_predictors_stats <- cor_predictors %>%
group_by(pair, basin, gamma_slab) %>%
summarise(mean_r = mean(r),
min_r = min(r),
max_r = max(r)) %>%
ungroup()
# plot figure
cor_predictors_stats %>%
mutate(pair = reorder(pair, mean_r)) %>%
ggplot() +
geom_vline(xintercept = c(-0.9, 0.9), col = "red") +
geom_vline(xintercept = 0) +
geom_linerange(
aes(y = pair, xmin = min_r, xmax = max_r, col = gamma_slab),
position = position_dodge(width = 0.6)) +
facet_wrap(~basin) +
scale_color_viridis_d(direction = -1) +
labs(x = "correlation coefficient", y = "") +
theme(legend.position = "top")
Version | Author | Date |
---|---|---|
f792cd8 | jens-daniel-mueller | 2021-10-27 |
22750db | jens-daniel-mueller | 2021-10-27 |
3992e41 | jens-daniel-mueller | 2021-10-27 |
f9280c7 | jens-daniel-mueller | 2021-10-21 |
bfe90e6 | jens-daniel-mueller | 2021-10-21 |
78a956e | jens-daniel-mueller | 2021-10-21 |
1ba14cf | jens-daniel-mueller | 2021-10-20 |
dc0723b | jens-daniel-mueller | 2021-10-19 |
cd0ebd8 | jens-daniel-mueller | 2021-10-18 |
046c556 | jens-daniel-mueller | 2021-10-07 |
ac73c23 | jens-daniel-mueller | 2021-10-07 |
0bd4ea2 | jens-daniel-mueller | 2021-10-07 |
6969c18 | jens-daniel-mueller | 2021-10-07 |
06afaca | jens-daniel-mueller | 2021-09-23 |
c0bbbe4 | jens-daniel-mueller | 2021-09-22 |
9eac969 | jens-daniel-mueller | 2021-08-30 |
3a584b7 | jens-daniel-mueller | 2021-08-30 |
deb425c | jens-daniel-mueller | 2021-08-24 |
534854b | jens-daniel-mueller | 2021-08-19 |
77f4ba7 | jens-daniel-mueller | 2021-08-19 |
ece96df | jens-daniel-mueller | 2021-08-19 |
27c99b8 | jens-daniel-mueller | 2021-08-19 |
a03f2f0 | jens-daniel-mueller | 2021-08-18 |
9335b31 | jens-daniel-mueller | 2021-08-10 |
9943b45 | jens-daniel-mueller | 2021-08-10 |
0b00a2b | jens-daniel-mueller | 2021-08-09 |
755c6b1 | jens-daniel-mueller | 2021-08-09 |
cd8e0d5 | jens-daniel-mueller | 2021-08-06 |
15773a0 | jens-daniel-mueller | 2021-08-06 |
da61d1a | jens-daniel-mueller | 2021-08-06 |
340d731 | jens-daniel-mueller | 2021-08-06 |
71546e4 | jens-daniel-mueller | 2021-08-06 |
29444a1 | jens-daniel-mueller | 2021-08-05 |
42e80c0 | jens-daniel-mueller | 2021-08-04 |
48f6eed | jens-daniel-mueller | 2021-08-04 |
81a46a4 | jens-daniel-mueller | 2021-08-03 |
b88c61b | jens-daniel-mueller | 2021-08-03 |
a53656d | jens-daniel-mueller | 2021-08-03 |
88f7356 | jens-daniel-mueller | 2021-08-02 |
d759279 | jens-daniel-mueller | 2021-08-02 |
127b801 | jens-daniel-mueller | 2021-07-24 |
912d90e | jens-daniel-mueller | 2021-07-23 |
2477316 | jens-daniel-mueller | 2021-07-23 |
c9ccc00 | jens-daniel-mueller | 2021-07-22 |
910d64a | jens-daniel-mueller | 2021-07-02 |
1cbf907 | jens-daniel-mueller | 2021-07-02 |
955f5dc | jens-daniel-mueller | 2021-06-29 |
9480f94 | jens-daniel-mueller | 2021-06-29 |
d054c39 | jens-daniel-mueller | 2021-06-24 |
4fcd066 | jens-daniel-mueller | 2021-06-24 |
7e1f407 | jens-daniel-mueller | 2021-06-10 |
2cbe18c | jens-daniel-mueller | 2021-06-10 |
594ed9a | jens-daniel-mueller | 2021-06-04 |
db7df0e | jens-daniel-mueller | 2021-06-04 |
207339d | jens-daniel-mueller | 2021-06-03 |
315710b | jens-daniel-mueller | 2021-06-03 |
d37a85d | jens-daniel-mueller | 2021-05-31 |
25bd183 | jens-daniel-mueller | 2021-05-26 |
62bd574 | jens-daniel-mueller | 2021-05-20 |
7c56c39 | jens-daniel-mueller | 2021-05-19 |
52e7583 | jens-daniel-mueller | 2021-05-12 |
969e631 | jens-daniel-mueller | 2021-05-12 |
d2a83bc | jens-daniel-mueller | 2021-04-16 |
c0a47df | jens-daniel-mueller | 2021-04-16 |
50290e8 | jens-daniel-mueller | 2021-04-16 |
b6fe355 | jens-daniel-mueller | 2021-04-16 |
81b7c6d | jens-daniel-mueller | 2021-04-16 |
ddec5b7 | jens-daniel-mueller | 2021-04-15 |
29edae5 | jens-daniel-mueller | 2021-04-14 |
099d566 | jens-daniel-mueller | 2021-04-14 |
bb44686 | jens-daniel-mueller | 2021-04-14 |
bf40480 | jens-daniel-mueller | 2021-04-13 |
9f31fe3 | jens-daniel-mueller | 2021-04-13 |
338dd3c | jens-daniel-mueller | 2021-04-09 |
a79ca2c | jens-daniel-mueller | 2021-04-09 |
eb827c9 | jens-daniel-mueller | 2021-04-07 |
19faa17 | jens-daniel-mueller | 2021-03-24 |
03b6009 | jens-daniel-mueller | 2021-03-23 |
98d4a6d | jens-daniel-mueller | 2021-03-23 |
f155edd | jens-daniel-mueller | 2021-03-23 |
83a13de | jens-daniel-mueller | 2021-03-20 |
cf98c6d | jens-daniel-mueller | 2021-03-16 |
a1d52ff | jens-daniel-mueller | 2021-03-15 |
0bade3b | jens-daniel-mueller | 2021-03-15 |
27c1f4b | jens-daniel-mueller | 2021-03-14 |
af75ebf | jens-daniel-mueller | 2021-03-14 |
5017709 | jens-daniel-mueller | 2021-03-11 |
585b07f | jens-daniel-mueller | 2021-03-11 |
85a5ed2 | jens-daniel-mueller | 2021-03-10 |
6c0bec6 | jens-daniel-mueller | 2021-03-05 |
7b672f7 | jens-daniel-mueller | 2021-01-11 |
33ba23c | jens-daniel-mueller | 2021-01-07 |
318609d | jens-daniel-mueller | 2020-12-23 |
9d0b2d0 | jens-daniel-mueller | 2020-12-23 |
0aa2b50 | jens-daniel-mueller | 2020-12-23 |
2886da0 | jens-daniel-mueller | 2020-12-19 |
02f0ee9 | jens-daniel-mueller | 2020-12-18 |
158fe26 | jens-daniel-mueller | 2020-12-15 |
984697e | jens-daniel-mueller | 2020-12-12 |
3ebff89 | jens-daniel-mueller | 2020-12-12 |
5d96d3c | jens-daniel-mueller | 2020-12-11 |
24a632f | jens-daniel-mueller | 2020-12-07 |
6a8004b | jens-daniel-mueller | 2020-12-07 |
70bf1a5 | jens-daniel-mueller | 2020-12-07 |
7555355 | jens-daniel-mueller | 2020-12-07 |
143d6fa | jens-daniel-mueller | 2020-12-07 |
0ff728b | jens-daniel-mueller | 2020-12-01 |
91435ae | jens-daniel-mueller | 2020-12-01 |
196be51 | jens-daniel-mueller | 2020-11-30 |
bc61ce3 | Jens Müller | 2020-11-30 |
# print table
kable(cor_predictors_stats) %>%
add_header_above() %>%
kable_styling() %>%
scroll_box(width = "100%", height = "400px")
pair | basin | gamma_slab | mean_r | min_r | max_r |
---|---|---|---|---|---|
nitrate + silicate | Atlantic | (-Inf,26.5] | 0.5525347 | 0.4813910 | 0.6236783 |
nitrate + silicate | Atlantic | (26.5,26.75] | 0.5666757 | 0.5309256 | 0.6024257 |
nitrate + silicate | Atlantic | (26.75,27] | 0.6562498 | 0.3769349 | 0.9355648 |
nitrate + silicate | Atlantic | (27,27.25] | 0.7110201 | 0.4869575 | 0.9350827 |
nitrate + silicate | Atlantic | (27.25,27.5] | 0.7713890 | 0.7284692 | 0.8143088 |
nitrate + silicate | Atlantic | (27.5,27.75] | 0.8439228 | 0.8215693 | 0.8662764 |
nitrate + silicate | Atlantic | (27.75,27.85] | 0.8793088 | 0.8727499 | 0.8858676 |
nitrate + silicate | Atlantic | (27.85,27.95] | 0.9056562 | 0.8993567 | 0.9119557 |
nitrate + silicate | Atlantic | (27.95,28.05] | 0.9127413 | 0.9105447 | 0.9149379 |
nitrate + silicate | Atlantic | (28.05,28.1] | 0.9069153 | 0.9054690 | 0.9083615 |
nitrate + silicate | Atlantic | (28.1,28.15] | 0.9459916 | 0.9319303 | 0.9600528 |
nitrate + silicate | Atlantic | (28.15,28.2] | 0.9486585 | 0.9436242 | 0.9536927 |
nitrate + silicate | Atlantic | (28.2, Inf] | 0.8593439 | 0.7906952 | 0.9279927 |
nitrate + silicate | Indian | (-Inf,26] | 0.8952128 | 0.8260258 | 0.9643997 |
nitrate + silicate | Indian | (26,26.5] | 0.9203973 | 0.8829575 | 0.9578371 |
nitrate + silicate | Indian | (26.5,26.75] | 0.9270927 | 0.8922151 | 0.9619704 |
nitrate + silicate | Indian | (26.75,27] | 0.9008697 | 0.8733147 | 0.9284246 |
nitrate + silicate | Indian | (27,27.25] | 0.8987143 | 0.8973087 | 0.9001200 |
nitrate + silicate | Indian | (27.25,27.5] | 0.8995271 | 0.8910345 | 0.9080197 |
nitrate + silicate | Indian | (27.5,27.75] | 0.7186896 | 0.6999376 | 0.7374416 |
nitrate + silicate | Indian | (27.75,27.85] | 0.7544422 | 0.7295088 | 0.7793757 |
nitrate + silicate | Indian | (27.85,27.95] | 0.7457817 | 0.7194650 | 0.7720984 |
nitrate + silicate | Indian | (27.95,28.05] | 0.7826234 | 0.7570483 | 0.8081985 |
nitrate + silicate | Indian | (28.05,28.1] | 0.8428959 | 0.8102615 | 0.8755302 |
nitrate + silicate | Indian | (28.1, Inf] | 0.6054598 | 0.4977682 | 0.7131514 |
nitrate + silicate | Pacific | (-Inf,26] | 0.4017107 | 0.3875512 | 0.4158701 |
nitrate + silicate | Pacific | (26,26.5] | 0.6377821 | 0.5573928 | 0.7181715 |
nitrate + silicate | Pacific | (26.5,26.75] | 0.6033345 | 0.4716275 | 0.7350416 |
nitrate + silicate | Pacific | (26.75,27] | 0.7355853 | 0.6467864 | 0.8243843 |
nitrate + silicate | Pacific | (27,27.25] | 0.8765425 | 0.8425098 | 0.9105752 |
nitrate + silicate | Pacific | (27.25,27.5] | 0.8186204 | 0.7646638 | 0.8725770 |
nitrate + silicate | Pacific | (27.5,27.75] | 0.7912074 | 0.7261542 | 0.8562605 |
nitrate + silicate | Pacific | (27.75,27.85] | 0.8379376 | 0.7979149 | 0.8779603 |
nitrate + silicate | Pacific | (27.85,27.95] | 0.8504613 | 0.8092371 | 0.8916854 |
nitrate + silicate | Pacific | (27.95,28.05] | 0.7907018 | 0.7544380 | 0.8269655 |
nitrate + silicate | Pacific | (28.05,28.1] | 0.7248451 | 0.6328963 | 0.8167939 |
nitrate + silicate | Pacific | (28.1, Inf] | 0.6827971 | 0.6026096 | 0.7629846 |
phosphate + nitrate | Atlantic | (-Inf,26.5] | 0.5488196 | 0.3856042 | 0.7120349 |
phosphate + nitrate | Atlantic | (26.5,26.75] | 0.6552567 | 0.5226027 | 0.7879107 |
phosphate + nitrate | Atlantic | (26.75,27] | 0.6698399 | 0.5761703 | 0.7635095 |
phosphate + nitrate | Atlantic | (27,27.25] | 0.7482130 | 0.6211081 | 0.8753178 |
phosphate + nitrate | Atlantic | (27.25,27.5] | 0.8023076 | 0.7273547 | 0.8772606 |
phosphate + nitrate | Atlantic | (27.5,27.75] | 0.7678986 | 0.6793359 | 0.8564613 |
phosphate + nitrate | Atlantic | (27.75,27.85] | 0.7137629 | 0.6660602 | 0.7614657 |
phosphate + nitrate | Atlantic | (27.85,27.95] | 0.6376402 | 0.6258071 | 0.6494733 |
phosphate + nitrate | Atlantic | (27.95,28.05] | 0.6269255 | 0.6052769 | 0.6485741 |
phosphate + nitrate | Atlantic | (28.05,28.1] | 0.5687812 | 0.5151727 | 0.6223897 |
phosphate + nitrate | Atlantic | (28.1,28.15] | 0.6076282 | 0.5647503 | 0.6505061 |
phosphate + nitrate | Atlantic | (28.15,28.2] | 0.8235086 | 0.7900595 | 0.8569576 |
phosphate + nitrate | Atlantic | (28.2, Inf] | 0.7232243 | 0.7010316 | 0.7454171 |
phosphate + nitrate | Indian | (-Inf,26] | 0.9855356 | 0.9736080 | 0.9974633 |
phosphate + nitrate | Indian | (26,26.5] | 0.9586577 | 0.9538279 | 0.9634874 |
phosphate + nitrate | Indian | (26.5,26.75] | 0.9206556 | 0.9161492 | 0.9251620 |
phosphate + nitrate | Indian | (26.75,27] | 0.9630563 | 0.9550444 | 0.9710681 |
phosphate + nitrate | Indian | (27,27.25] | 0.9191997 | 0.8830530 | 0.9553464 |
phosphate + nitrate | Indian | (27.25,27.5] | 0.8481105 | 0.7957893 | 0.9004318 |
phosphate + nitrate | Indian | (27.5,27.75] | 0.6936683 | 0.6493874 | 0.7379492 |
phosphate + nitrate | Indian | (27.75,27.85] | 0.7179937 | 0.7052493 | 0.7307381 |
phosphate + nitrate | Indian | (27.85,27.95] | 0.6918208 | 0.6610246 | 0.7226170 |
phosphate + nitrate | Indian | (27.95,28.05] | 0.6932419 | 0.6356285 | 0.7508553 |
phosphate + nitrate | Indian | (28.05,28.1] | 0.7125864 | 0.6951297 | 0.7300431 |
phosphate + nitrate | Indian | (28.1, Inf] | 0.4043610 | 0.3649947 | 0.4437273 |
phosphate + nitrate | Pacific | (-Inf,26] | 0.8846839 | 0.8259228 | 0.9434449 |
phosphate + nitrate | Pacific | (26,26.5] | 0.7856287 | 0.6422424 | 0.9290151 |
phosphate + nitrate | Pacific | (26.5,26.75] | 0.7459830 | 0.5651911 | 0.9267749 |
phosphate + nitrate | Pacific | (26.75,27] | 0.8060635 | 0.6650315 | 0.9470956 |
phosphate + nitrate | Pacific | (27,27.25] | 0.9184214 | 0.8595821 | 0.9772607 |
phosphate + nitrate | Pacific | (27.25,27.5] | 0.8489801 | 0.7451053 | 0.9528550 |
phosphate + nitrate | Pacific | (27.5,27.75] | 0.7030970 | 0.5190902 | 0.8871037 |
phosphate + nitrate | Pacific | (27.75,27.85] | 0.7495943 | 0.6432385 | 0.8559501 |
phosphate + nitrate | Pacific | (27.85,27.95] | 0.7839046 | 0.7211354 | 0.8466738 |
phosphate + nitrate | Pacific | (27.95,28.05] | 0.7219215 | 0.6340182 | 0.8098249 |
phosphate + nitrate | Pacific | (28.05,28.1] | 0.6071891 | 0.5392914 | 0.6750867 |
phosphate + nitrate | Pacific | (28.1, Inf] | 0.6064541 | 0.4658322 | 0.7470761 |
phosphate + silicate | Atlantic | (-Inf,26.5] | 0.3959733 | 0.2750018 | 0.5169448 |
phosphate + silicate | Atlantic | (26.5,26.75] | 0.4222806 | 0.3428550 | 0.5017063 |
phosphate + silicate | Atlantic | (26.75,27] | 0.5063970 | 0.2568470 | 0.7559469 |
phosphate + silicate | Atlantic | (27,27.25] | 0.5858951 | 0.3283902 | 0.8434001 |
phosphate + silicate | Atlantic | (27.25,27.5] | 0.6730165 | 0.5771106 | 0.7689225 |
phosphate + silicate | Atlantic | (27.5,27.75] | 0.7233667 | 0.6395377 | 0.8071958 |
phosphate + silicate | Atlantic | (27.75,27.85] | 0.7065507 | 0.6549174 | 0.7581840 |
phosphate + silicate | Atlantic | (27.85,27.95] | 0.6293138 | 0.6175648 | 0.6410629 |
phosphate + silicate | Atlantic | (27.95,28.05] | 0.6179530 | 0.5863583 | 0.6495477 |
phosphate + silicate | Atlantic | (28.05,28.1] | 0.5678880 | 0.5059907 | 0.6297853 |
phosphate + silicate | Atlantic | (28.1,28.15] | 0.6126813 | 0.5650879 | 0.6602748 |
phosphate + silicate | Atlantic | (28.15,28.2] | 0.8421915 | 0.8168889 | 0.8674941 |
phosphate + silicate | Atlantic | (28.2, Inf] | 0.7776392 | 0.7317053 | 0.8235731 |
phosphate + silicate | Indian | (-Inf,26] | 0.8695332 | 0.7740191 | 0.9650474 |
phosphate + silicate | Indian | (26,26.5] | 0.8787764 | 0.8291851 | 0.9283677 |
phosphate + silicate | Indian | (26.5,26.75] | 0.8611639 | 0.8216171 | 0.9007107 |
phosphate + silicate | Indian | (26.75,27] | 0.8957233 | 0.8708295 | 0.9206171 |
phosphate + silicate | Indian | (27,27.25] | 0.8925277 | 0.8669146 | 0.9181407 |
phosphate + silicate | Indian | (27.25,27.5] | 0.8415335 | 0.7958213 | 0.8872458 |
phosphate + silicate | Indian | (27.5,27.75] | 0.7323206 | 0.6691897 | 0.7954515 |
phosphate + silicate | Indian | (27.75,27.85] | 0.7180521 | 0.7003752 | 0.7357290 |
phosphate + silicate | Indian | (27.85,27.95] | 0.6692664 | 0.6579698 | 0.6805630 |
phosphate + silicate | Indian | (27.95,28.05] | 0.7232553 | 0.7021733 | 0.7443373 |
phosphate + silicate | Indian | (28.05,28.1] | 0.7609152 | 0.7102369 | 0.8115936 |
phosphate + silicate | Indian | (28.1, Inf] | 0.3234799 | 0.3037590 | 0.3432007 |
phosphate + silicate | Pacific | (-Inf,26] | 0.2753705 | 0.2567522 | 0.2939887 |
phosphate + silicate | Pacific | (26,26.5] | 0.5745230 | 0.5044495 | 0.6445966 |
phosphate + silicate | Pacific | (26.5,26.75] | 0.5649788 | 0.4409856 | 0.6889720 |
phosphate + silicate | Pacific | (26.75,27] | 0.7314603 | 0.6518308 | 0.8110898 |
phosphate + silicate | Pacific | (27,27.25] | 0.8662796 | 0.8211113 | 0.9114479 |
phosphate + silicate | Pacific | (27.25,27.5] | 0.7985017 | 0.7161286 | 0.8808748 |
phosphate + silicate | Pacific | (27.5,27.75] | 0.7218173 | 0.6168568 | 0.8267778 |
phosphate + silicate | Pacific | (27.75,27.85] | 0.7741956 | 0.6759791 | 0.8724121 |
phosphate + silicate | Pacific | (27.85,27.95] | 0.7842604 | 0.7203339 | 0.8481869 |
phosphate + silicate | Pacific | (27.95,28.05] | 0.7378087 | 0.6936353 | 0.7819821 |
phosphate + silicate | Pacific | (28.05,28.1] | 0.6440969 | 0.5753645 | 0.7128293 |
phosphate + silicate | Pacific | (28.1, Inf] | 0.7126263 | 0.5940393 | 0.8312133 |
sal + nitrate | Atlantic | (-Inf,26.5] | -0.4486736 | -0.5139227 | -0.3834245 |
sal + nitrate | Atlantic | (26.5,26.75] | -0.5561121 | -0.5959044 | -0.5163198 |
sal + nitrate | Atlantic | (26.75,27] | -0.6112958 | -0.6374093 | -0.5851822 |
sal + nitrate | Atlantic | (27,27.25] | -0.6879992 | -0.7492031 | -0.6267953 |
sal + nitrate | Atlantic | (27.25,27.5] | -0.7303382 | -0.7731304 | -0.6875460 |
sal + nitrate | Atlantic | (27.5,27.75] | -0.6848814 | -0.7287643 | -0.6409984 |
sal + nitrate | Atlantic | (27.75,27.85] | -0.5426456 | -0.5665985 | -0.5186927 |
sal + nitrate | Atlantic | (27.85,27.95] | -0.4836301 | -0.5344685 | -0.4327917 |
sal + nitrate | Atlantic | (27.95,28.05] | -0.6062674 | -0.6884364 | -0.5240984 |
sal + nitrate | Atlantic | (28.05,28.1] | -0.7304694 | -0.7429077 | -0.7180311 |
sal + nitrate | Atlantic | (28.1,28.15] | -0.7805825 | -0.7813291 | -0.7798359 |
sal + nitrate | Atlantic | (28.15,28.2] | -0.8919094 | -0.8952436 | -0.8885753 |
sal + nitrate | Atlantic | (28.2, Inf] | -0.7661492 | -0.8721043 | -0.6601941 |
sal + nitrate | Indian | (-Inf,26] | -0.7538958 | -0.8457933 | -0.6619983 |
sal + nitrate | Indian | (26,26.5] | -0.7533215 | -0.8599263 | -0.6467166 |
sal + nitrate | Indian | (26.5,26.75] | -0.4468984 | -0.6077851 | -0.2860117 |
sal + nitrate | Indian | (26.75,27] | 0.1276398 | -0.0516585 | 0.3069382 |
sal + nitrate | Indian | (27,27.25] | 0.4587077 | 0.4436301 | 0.4737854 |
sal + nitrate | Indian | (27.25,27.5] | 0.6286012 | 0.4942422 | 0.7629602 |
sal + nitrate | Indian | (27.5,27.75] | 0.6211969 | 0.5336975 | 0.7086964 |
sal + nitrate | Indian | (27.75,27.85] | 0.6382105 | 0.5738197 | 0.7026013 |
sal + nitrate | Indian | (27.85,27.95] | 0.4821164 | 0.4412036 | 0.5230291 |
sal + nitrate | Indian | (27.95,28.05] | 0.0907986 | 0.0398664 | 0.1417307 |
sal + nitrate | Indian | (28.05,28.1] | -0.2788770 | -0.2827370 | -0.2750169 |
sal + nitrate | Indian | (28.1, Inf] | -0.1061405 | -0.1805311 | -0.0317498 |
sal + nitrate | Pacific | (-Inf,26] | -0.3595973 | -0.3972643 | -0.3219304 |
sal + nitrate | Pacific | (26,26.5] | -0.1807194 | -0.4544307 | 0.0929919 |
sal + nitrate | Pacific | (26.5,26.75] | -0.1100862 | -0.4146209 | 0.1944486 |
sal + nitrate | Pacific | (26.75,27] | -0.3145677 | -0.4835417 | -0.1455937 |
sal + nitrate | Pacific | (27,27.25] | -0.2729747 | -0.3601933 | -0.1857561 |
sal + nitrate | Pacific | (27.25,27.5] | 0.0854261 | -0.0259957 | 0.1968479 |
sal + nitrate | Pacific | (27.5,27.75] | 0.0275840 | -0.0523069 | 0.1074749 |
sal + nitrate | Pacific | (27.75,27.85] | -0.2099228 | -0.3768189 | -0.0430267 |
sal + nitrate | Pacific | (27.85,27.95] | -0.4150654 | -0.5816081 | -0.2485227 |
sal + nitrate | Pacific | (27.95,28.05] | -0.5307524 | -0.7078674 | -0.3536374 |
sal + nitrate | Pacific | (28.05,28.1] | -0.6075614 | -0.8163367 | -0.3987861 |
sal + nitrate | Pacific | (28.1, Inf] | -0.3802129 | -0.7177878 | -0.0426380 |
sal + phosphate | Atlantic | (-Inf,26.5] | -0.4625135 | -0.5820205 | -0.3430064 |
sal + phosphate | Atlantic | (26.5,26.75] | -0.4895211 | -0.5639320 | -0.4151102 |
sal + phosphate | Atlantic | (26.75,27] | -0.4934877 | -0.5730404 | -0.4139350 |
sal + phosphate | Atlantic | (27,27.25] | -0.6156766 | -0.7322666 | -0.4990866 |
sal + phosphate | Atlantic | (27.25,27.5] | -0.6689141 | -0.7764224 | -0.5614059 |
sal + phosphate | Atlantic | (27.5,27.75] | -0.5988968 | -0.7107705 | -0.4870232 |
sal + phosphate | Atlantic | (27.75,27.85] | -0.4562399 | -0.5353335 | -0.3771463 |
sal + phosphate | Atlantic | (27.85,27.95] | -0.3966500 | -0.3983642 | -0.3949358 |
sal + phosphate | Atlantic | (27.95,28.05] | -0.4643357 | -0.5126361 | -0.4160352 |
sal + phosphate | Atlantic | (28.05,28.1] | -0.4935635 | -0.5365647 | -0.4505624 |
sal + phosphate | Atlantic | (28.1,28.15] | -0.5360424 | -0.5777370 | -0.4943478 |
sal + phosphate | Atlantic | (28.15,28.2] | -0.7949173 | -0.8253948 | -0.7644398 |
sal + phosphate | Atlantic | (28.2, Inf] | -0.6776839 | -0.7324726 | -0.6228952 |
sal + phosphate | Indian | (-Inf,26] | -0.7120612 | -0.8348757 | -0.5892467 |
sal + phosphate | Indian | (26,26.5] | -0.6701653 | -0.8235595 | -0.5167712 |
sal + phosphate | Indian | (26.5,26.75] | -0.3353371 | -0.5339548 | -0.1367195 |
sal + phosphate | Indian | (26.75,27] | 0.2232370 | -0.0092069 | 0.4556809 |
sal + phosphate | Indian | (27,27.25] | 0.5707057 | 0.4602399 | 0.6811715 |
sal + phosphate | Indian | (27.25,27.5] | 0.7294817 | 0.6799585 | 0.7790048 |
sal + phosphate | Indian | (27.5,27.75] | 0.7386358 | 0.6661980 | 0.8110737 |
sal + phosphate | Indian | (27.75,27.85] | 0.6816363 | 0.6503992 | 0.7128734 |
sal + phosphate | Indian | (27.85,27.95] | 0.5337797 | 0.5057838 | 0.5617756 |
sal + phosphate | Indian | (27.95,28.05] | 0.1980142 | 0.1224511 | 0.2735773 |
sal + phosphate | Indian | (28.05,28.1] | -0.1261924 | -0.1748075 | -0.0775773 |
sal + phosphate | Indian | (28.1, Inf] | 0.0915177 | 0.0766599 | 0.1063755 |
sal + phosphate | Pacific | (-Inf,26] | -0.1967933 | -0.2064001 | -0.1871865 |
sal + phosphate | Pacific | (26,26.5] | -0.1903784 | -0.3503407 | -0.0304160 |
sal + phosphate | Pacific | (26.5,26.75] | -0.1756433 | -0.3496069 | -0.0016797 |
sal + phosphate | Pacific | (26.75,27] | -0.3975489 | -0.4749470 | -0.3201509 |
sal + phosphate | Pacific | (27,27.25] | -0.3140884 | -0.3615630 | -0.2666139 |
sal + phosphate | Pacific | (27.25,27.5] | 0.0070067 | -0.0240976 | 0.0381109 |
sal + phosphate | Pacific | (27.5,27.75] | -0.0418305 | -0.0508833 | -0.0327776 |
sal + phosphate | Pacific | (27.75,27.85] | -0.2002581 | -0.3500429 | -0.0504734 |
sal + phosphate | Pacific | (27.85,27.95] | -0.3929385 | -0.5534288 | -0.2324481 |
sal + phosphate | Pacific | (27.95,28.05] | -0.4866241 | -0.6589783 | -0.3142699 |
sal + phosphate | Pacific | (28.05,28.1] | -0.5127509 | -0.6769476 | -0.3485542 |
sal + phosphate | Pacific | (28.1, Inf] | -0.3817733 | -0.6975536 | -0.0659931 |
sal + silicate | Atlantic | (-Inf,26.5] | -0.3025147 | -0.3675491 | -0.2374804 |
sal + silicate | Atlantic | (26.5,26.75] | -0.3349138 | -0.3924256 | -0.2774019 |
sal + silicate | Atlantic | (26.75,27] | -0.4547425 | -0.6700903 | -0.2393947 |
sal + silicate | Atlantic | (27,27.25] | -0.5379849 | -0.7627733 | -0.3131966 |
sal + silicate | Atlantic | (27.25,27.5] | -0.6743136 | -0.7426820 | -0.6059451 |
sal + silicate | Atlantic | (27.5,27.75] | -0.7108305 | -0.7483305 | -0.6733305 |
sal + silicate | Atlantic | (27.75,27.85] | -0.5712452 | -0.6023424 | -0.5401481 |
sal + silicate | Atlantic | (27.85,27.95] | -0.5641340 | -0.6107705 | -0.5174975 |
sal + silicate | Atlantic | (27.95,28.05] | -0.6830002 | -0.7558426 | -0.6101578 |
sal + silicate | Atlantic | (28.05,28.1] | -0.7994697 | -0.7995448 | -0.7993947 |
sal + silicate | Atlantic | (28.1,28.15] | -0.8343774 | -0.8361161 | -0.8326386 |
sal + silicate | Atlantic | (28.15,28.2] | -0.8969445 | -0.9124959 | -0.8813932 |
sal + silicate | Atlantic | (28.2, Inf] | -0.7486648 | -0.8302874 | -0.6670422 |
sal + silicate | Indian | (-Inf,26] | -0.8298477 | -0.8860869 | -0.7736086 |
sal + silicate | Indian | (26,26.5] | -0.7597228 | -0.8680003 | -0.6514453 |
sal + silicate | Indian | (26.5,26.75] | -0.4168113 | -0.5197206 | -0.3139020 |
sal + silicate | Indian | (26.75,27] | 0.3067384 | 0.2426180 | 0.3708587 |
sal + silicate | Indian | (27,27.25] | 0.5860060 | 0.5388942 | 0.6331179 |
sal + silicate | Indian | (27.25,27.5] | 0.6597192 | 0.5156721 | 0.8037663 |
sal + silicate | Indian | (27.5,27.75] | 0.6766563 | 0.5127065 | 0.8406060 |
sal + silicate | Indian | (27.75,27.85] | 0.7856802 | 0.7776202 | 0.7937403 |
sal + silicate | Indian | (27.85,27.95] | 0.6560832 | 0.6000333 | 0.7121332 |
sal + silicate | Indian | (27.95,28.05] | 0.3121788 | 0.2538355 | 0.3705221 |
sal + silicate | Indian | (28.05,28.1] | -0.1112806 | -0.1632927 | -0.0592685 |
sal + silicate | Indian | (28.1, Inf] | -0.1287816 | -0.1484060 | -0.1091571 |
sal + silicate | Pacific | (-Inf,26] | -0.3249878 | -0.3424588 | -0.3075167 |
sal + silicate | Pacific | (26,26.5] | -0.4340294 | -0.5602273 | -0.3078315 |
sal + silicate | Pacific | (26.5,26.75] | -0.6366770 | -0.7416244 | -0.5317296 |
sal + silicate | Pacific | (26.75,27] | -0.7387231 | -0.7566938 | -0.7207523 |
sal + silicate | Pacific | (27,27.25] | -0.5443190 | -0.5536463 | -0.5349916 |
sal + silicate | Pacific | (27.25,27.5] | -0.2211770 | -0.2485219 | -0.1938321 |
sal + silicate | Pacific | (27.5,27.75] | -0.0856907 | -0.0978468 | -0.0735345 |
sal + silicate | Pacific | (27.75,27.85] | -0.2365609 | -0.3984225 | -0.0746993 |
sal + silicate | Pacific | (27.85,27.95] | -0.4003412 | -0.5491017 | -0.2515807 |
sal + silicate | Pacific | (27.95,28.05] | -0.4873764 | -0.6432846 | -0.3314681 |
sal + silicate | Pacific | (28.05,28.1] | -0.5847709 | -0.7798287 | -0.3897131 |
sal + silicate | Pacific | (28.1, Inf] | -0.3562634 | -0.7474441 | 0.0349174 |
sal + temp | Atlantic | (-Inf,26.5] | 0.9212407 | 0.9145080 | 0.9279734 |
sal + temp | Atlantic | (26.5,26.75] | 0.9885043 | 0.9872290 | 0.9897795 |
sal + temp | Atlantic | (26.75,27] | 0.9829371 | 0.9824437 | 0.9834305 |
sal + temp | Atlantic | (27,27.25] | 0.9809366 | 0.9803910 | 0.9814823 |
sal + temp | Atlantic | (27.25,27.5] | 0.9789732 | 0.9789605 | 0.9789859 |
sal + temp | Atlantic | (27.5,27.75] | 0.9700090 | 0.9690766 | 0.9709414 |
sal + temp | Atlantic | (27.75,27.85] | 0.9838279 | 0.9816673 | 0.9859885 |
sal + temp | Atlantic | (27.85,27.95] | 0.9620724 | 0.9585992 | 0.9655456 |
sal + temp | Atlantic | (27.95,28.05] | 0.9188298 | 0.9048687 | 0.9327910 |
sal + temp | Atlantic | (28.05,28.1] | 0.9533487 | 0.9470707 | 0.9596268 |
sal + temp | Atlantic | (28.1,28.15] | 0.9422160 | 0.9384657 | 0.9459662 |
sal + temp | Atlantic | (28.15,28.2] | 0.7783062 | 0.7292241 | 0.8273883 |
sal + temp | Atlantic | (28.2, Inf] | 0.5227910 | 0.3846423 | 0.6609397 |
sal + temp | Indian | (-Inf,26] | 0.5154174 | 0.4546716 | 0.5761632 |
sal + temp | Indian | (26,26.5] | 0.8739181 | 0.8552679 | 0.8925682 |
sal + temp | Indian | (26.5,26.75] | 0.9460864 | 0.9419308 | 0.9502421 |
sal + temp | Indian | (26.75,27] | 0.9668954 | 0.9600180 | 0.9737728 |
sal + temp | Indian | (27,27.25] | 0.9596477 | 0.9591393 | 0.9601562 |
sal + temp | Indian | (27.25,27.5] | 0.9452902 | 0.9293226 | 0.9612579 |
sal + temp | Indian | (27.5,27.75] | 0.9024545 | 0.8695279 | 0.9353812 |
sal + temp | Indian | (27.75,27.85] | 0.9236447 | 0.9083067 | 0.9389828 |
sal + temp | Indian | (27.85,27.95] | 0.9264036 | 0.9204828 | 0.9323244 |
sal + temp | Indian | (27.95,28.05] | 0.9353759 | 0.9198284 | 0.9509233 |
sal + temp | Indian | (28.05,28.1] | 0.9147238 | 0.8813148 | 0.9481329 |
sal + temp | Indian | (28.1, Inf] | 0.9267479 | 0.9221921 | 0.9313038 |
sal + temp | Pacific | (-Inf,26] | 0.8191237 | 0.7857710 | 0.8524764 |
sal + temp | Pacific | (26,26.5] | 0.9315960 | 0.9272650 | 0.9359270 |
sal + temp | Pacific | (26.5,26.75] | 0.9776230 | 0.9763327 | 0.9789133 |
sal + temp | Pacific | (26.75,27] | 0.9762415 | 0.9736249 | 0.9788580 |
sal + temp | Pacific | (27,27.25] | 0.9457903 | 0.9399844 | 0.9515963 |
sal + temp | Pacific | (27.25,27.5] | 0.8282946 | 0.8028497 | 0.8537395 |
sal + temp | Pacific | (27.5,27.75] | 0.6035943 | 0.4944440 | 0.7127446 |
sal + temp | Pacific | (27.75,27.85] | 0.7096409 | 0.6270875 | 0.7921943 |
sal + temp | Pacific | (27.85,27.95] | 0.5142096 | 0.3920440 | 0.6363752 |
sal + temp | Pacific | (27.95,28.05] | 0.4391518 | 0.2478475 | 0.6304562 |
sal + temp | Pacific | (28.05,28.1] | 0.3536006 | 0.1469462 | 0.5602551 |
sal + temp | Pacific | (28.1, Inf] | 0.0091037 | -0.2948898 | 0.3130972 |
temp + nitrate | Atlantic | (-Inf,26.5] | -0.5127403 | -0.5822010 | -0.4432797 |
temp + nitrate | Atlantic | (26.5,26.75] | -0.5750969 | -0.6165805 | -0.5336133 |
temp + nitrate | Atlantic | (26.75,27] | -0.5924061 | -0.6243204 | -0.5604919 |
temp + nitrate | Atlantic | (27,27.25] | -0.6378605 | -0.6953836 | -0.5803374 |
temp + nitrate | Atlantic | (27.25,27.5] | -0.7031680 | -0.7521800 | -0.6541560 |
temp + nitrate | Atlantic | (27.5,27.75] | -0.6631311 | -0.7097103 | -0.6165518 |
temp + nitrate | Atlantic | (27.75,27.85] | -0.5408339 | -0.5532082 | -0.5284596 |
temp + nitrate | Atlantic | (27.85,27.95] | -0.4583401 | -0.5370307 | -0.3796495 |
temp + nitrate | Atlantic | (27.95,28.05] | -0.5915000 | -0.6433026 | -0.5396974 |
temp + nitrate | Atlantic | (28.05,28.1] | -0.6414309 | -0.6535989 | -0.6292630 |
temp + nitrate | Atlantic | (28.1,28.15] | -0.6109756 | -0.6209863 | -0.6009649 |
temp + nitrate | Atlantic | (28.15,28.2] | -0.5654635 | -0.6277552 | -0.5031718 |
temp + nitrate | Atlantic | (28.2, Inf] | -0.1139915 | -0.1209195 | -0.1070635 |
temp + nitrate | Indian | (-Inf,26] | -0.5967501 | -0.6257969 | -0.5677034 |
temp + nitrate | Indian | (26,26.5] | -0.6340788 | -0.6721759 | -0.5959816 |
temp + nitrate | Indian | (26.5,26.75] | -0.3739374 | -0.4810959 | -0.2667790 |
temp + nitrate | Indian | (26.75,27] | 0.0008943 | -0.1983232 | 0.2001118 |
temp + nitrate | Indian | (27,27.25] | 0.3052884 | 0.2337348 | 0.3768420 |
temp + nitrate | Indian | (27.25,27.5] | 0.4932506 | 0.4555438 | 0.5309574 |
temp + nitrate | Indian | (27.5,27.75] | 0.5598583 | 0.5316087 | 0.5881080 |
temp + nitrate | Indian | (27.75,27.85] | 0.6423629 | 0.5987501 | 0.6859757 |
temp + nitrate | Indian | (27.85,27.95] | 0.4818418 | 0.4692422 | 0.4944414 |
temp + nitrate | Indian | (27.95,28.05] | 0.1645521 | 0.1308920 | 0.1982123 |
temp + nitrate | Indian | (28.05,28.1] | -0.0271662 | -0.0656307 | 0.0112983 |
temp + nitrate | Indian | (28.1, Inf] | 0.0530220 | -0.0312841 | 0.1373281 |
temp + nitrate | Pacific | (-Inf,26] | -0.4862103 | -0.5314254 | -0.4409952 |
temp + nitrate | Pacific | (26,26.5] | -0.3297220 | -0.5552470 | -0.1041971 |
temp + nitrate | Pacific | (26.5,26.75] | -0.1257464 | -0.4135455 | 0.1620528 |
temp + nitrate | Pacific | (26.75,27] | -0.3368573 | -0.4905230 | -0.1831916 |
temp + nitrate | Pacific | (27,27.25] | -0.3451132 | -0.4149888 | -0.2752375 |
temp + nitrate | Pacific | (27.25,27.5] | -0.0423975 | -0.1703285 | 0.0855335 |
temp + nitrate | Pacific | (27.5,27.75] | 0.0250290 | -0.0869242 | 0.1369823 |
temp + nitrate | Pacific | (27.75,27.85] | -0.1013165 | -0.2840991 | 0.0814661 |
temp + nitrate | Pacific | (27.85,27.95] | -0.1472481 | -0.3334041 | 0.0389080 |
temp + nitrate | Pacific | (27.95,28.05] | -0.0724180 | -0.2423659 | 0.0975299 |
temp + nitrate | Pacific | (28.05,28.1] | -0.0107939 | -0.1860423 | 0.1644545 |
temp + nitrate | Pacific | (28.1, Inf] | 0.4695124 | 0.3639634 | 0.5750614 |
temp + phosphate | Atlantic | (-Inf,26.5] | -0.4324237 | -0.5226175 | -0.3422298 |
temp + phosphate | Atlantic | (26.5,26.75] | -0.5059551 | -0.5842194 | -0.4276907 |
temp + phosphate | Atlantic | (26.75,27] | -0.4765306 | -0.5634978 | -0.3895635 |
temp + phosphate | Atlantic | (27,27.25] | -0.5721083 | -0.6785027 | -0.4657139 |
temp + phosphate | Atlantic | (27.25,27.5] | -0.6496633 | -0.7579595 | -0.5413672 |
temp + phosphate | Atlantic | (27.5,27.75] | -0.5937569 | -0.7055338 | -0.4819801 |
temp + phosphate | Atlantic | (27.75,27.85] | -0.4644351 | -0.5374715 | -0.3913987 |
temp + phosphate | Atlantic | (27.85,27.95] | -0.3864791 | -0.4114653 | -0.3614930 |
temp + phosphate | Atlantic | (27.95,28.05] | -0.4394247 | -0.4791784 | -0.3996710 |
temp + phosphate | Atlantic | (28.05,28.1] | -0.4142690 | -0.4689469 | -0.3595911 |
temp + phosphate | Atlantic | (28.1,28.15] | -0.4259935 | -0.4709525 | -0.3810346 |
temp + phosphate | Atlantic | (28.15,28.2] | -0.4974988 | -0.5276929 | -0.4673047 |
temp + phosphate | Atlantic | (28.2, Inf] | -0.1755637 | -0.1804259 | -0.1707015 |
temp + phosphate | Indian | (-Inf,26] | -0.5662134 | -0.6150358 | -0.5173910 |
temp + phosphate | Indian | (26,26.5] | -0.5759852 | -0.6558832 | -0.4960873 |
temp + phosphate | Indian | (26.5,26.75] | -0.2760048 | -0.4245513 | -0.1274583 |
temp + phosphate | Indian | (26.75,27] | 0.0908385 | -0.1532344 | 0.3349114 |
temp + phosphate | Indian | (27,27.25] | 0.4181891 | 0.2531917 | 0.5831865 |
temp + phosphate | Indian | (27.25,27.5] | 0.6116879 | 0.5698606 | 0.6535152 |
temp + phosphate | Indian | (27.5,27.75] | 0.6930496 | 0.6655490 | 0.7205503 |
temp + phosphate | Indian | (27.75,27.85] | 0.6546337 | 0.6155256 | 0.6937419 |
temp + phosphate | Indian | (27.85,27.95] | 0.5119641 | 0.4975882 | 0.5263400 |
temp + phosphate | Indian | (27.95,28.05] | 0.2452688 | 0.1937625 | 0.2967750 |
temp + phosphate | Indian | (28.05,28.1] | 0.1059251 | 0.0994836 | 0.1123667 |
temp + phosphate | Indian | (28.1, Inf] | 0.2050169 | 0.1744440 | 0.2355899 |
temp + phosphate | Pacific | (-Inf,26] | -0.3745708 | -0.4000826 | -0.3490589 |
temp + phosphate | Pacific | (26,26.5] | -0.3087564 | -0.4564263 | -0.1610866 |
temp + phosphate | Pacific | (26.5,26.75] | -0.1869775 | -0.3489510 | -0.0250040 |
temp + phosphate | Pacific | (26.75,27] | -0.4080925 | -0.4767709 | -0.3394140 |
temp + phosphate | Pacific | (27,27.25] | -0.3660544 | -0.4075984 | -0.3245103 |
temp + phosphate | Pacific | (27.25,27.5] | -0.0964771 | -0.1633990 | -0.0295553 |
temp + phosphate | Pacific | (27.5,27.75] | -0.0785855 | -0.0954292 | -0.0617419 |
temp + phosphate | Pacific | (27.75,27.85] | -0.1085364 | -0.2534319 | 0.0363591 |
temp + phosphate | Pacific | (27.85,27.95] | -0.1464774 | -0.3053200 | 0.0123652 |
temp + phosphate | Pacific | (27.95,28.05] | -0.0801015 | -0.2199786 | 0.0597756 |
temp + phosphate | Pacific | (28.05,28.1] | -0.0051459 | -0.1332708 | 0.1229791 |
temp + phosphate | Pacific | (28.1, Inf] | 0.4114159 | 0.2871487 | 0.5356831 |
temp + silicate | Atlantic | (-Inf,26.5] | -0.2756289 | -0.3208037 | -0.2304542 |
temp + silicate | Atlantic | (26.5,26.75] | -0.3458841 | -0.3995324 | -0.2922358 |
temp + silicate | Atlantic | (26.75,27] | -0.4518460 | -0.6679573 | -0.2357346 |
temp + silicate | Atlantic | (27,27.25] | -0.5150646 | -0.7270757 | -0.3030536 |
temp + silicate | Atlantic | (27.25,27.5] | -0.6870907 | -0.7631720 | -0.6110094 |
temp + silicate | Atlantic | (27.5,27.75] | -0.7339691 | -0.7720426 | -0.6958956 |
temp + silicate | Atlantic | (27.75,27.85] | -0.6007162 | -0.6243434 | -0.5770890 |
temp + silicate | Atlantic | (27.85,27.95] | -0.5637242 | -0.6317288 | -0.4957195 |
temp + silicate | Atlantic | (27.95,28.05] | -0.6909826 | -0.7285028 | -0.6534623 |
temp + silicate | Atlantic | (28.05,28.1] | -0.7090660 | -0.7161399 | -0.7019921 |
temp + silicate | Atlantic | (28.1,28.15] | -0.6666742 | -0.6741571 | -0.6591912 |
temp + silicate | Atlantic | (28.15,28.2] | -0.5454923 | -0.6297530 | -0.4612316 |
temp + silicate | Atlantic | (28.2, Inf] | -0.0770703 | -0.0990337 | -0.0551069 |
temp + silicate | Indian | (-Inf,26] | -0.6199200 | -0.6239099 | -0.6159300 |
temp + silicate | Indian | (26,26.5] | -0.6126850 | -0.6437804 | -0.5815896 |
temp + silicate | Indian | (26.5,26.75] | -0.3225624 | -0.3645329 | -0.2805919 |
temp + silicate | Indian | (26.75,27] | 0.1976496 | 0.1032671 | 0.2920322 |
temp + silicate | Indian | (27,27.25] | 0.4451751 | 0.4392200 | 0.4511302 |
temp + silicate | Indian | (27.25,27.5] | 0.5313362 | 0.4722115 | 0.5904608 |
temp + silicate | Indian | (27.5,27.75] | 0.5356854 | 0.4483679 | 0.6230030 |
temp + silicate | Indian | (27.75,27.85] | 0.6656314 | 0.6453593 | 0.6859035 |
temp + silicate | Indian | (27.85,27.95] | 0.5253009 | 0.4641292 | 0.5864726 |
temp + silicate | Indian | (27.95,28.05] | 0.3052965 | 0.2629402 | 0.3476527 |
temp + silicate | Indian | (28.05,28.1] | 0.1515799 | 0.1510990 | 0.1520608 |
temp + silicate | Indian | (28.1, Inf] | -0.0029858 | -0.0441033 | 0.0381317 |
temp + silicate | Pacific | (-Inf,26] | -0.2798678 | -0.3003852 | -0.2593503 |
temp + silicate | Pacific | (26,26.5] | -0.5024038 | -0.6000850 | -0.4047226 |
temp + silicate | Pacific | (26.5,26.75] | -0.6384830 | -0.7355491 | -0.5414169 |
temp + silicate | Pacific | (26.75,27] | -0.7301239 | -0.7402754 | -0.7199724 |
temp + silicate | Pacific | (27,27.25] | -0.5734836 | -0.5760498 | -0.5709175 |
temp + silicate | Pacific | (27.25,27.5] | -0.3470315 | -0.3955177 | -0.2985453 |
temp + silicate | Pacific | (27.5,27.75] | -0.2552478 | -0.3140187 | -0.1964769 |
temp + silicate | Pacific | (27.75,27.85] | -0.2115499 | -0.3999581 | -0.0231418 |
temp + silicate | Pacific | (27.85,27.95] | -0.2681398 | -0.4607221 | -0.0755574 |
temp + silicate | Pacific | (27.95,28.05] | -0.1835448 | -0.4003659 | 0.0332764 |
temp + silicate | Pacific | (28.05,28.1] | 0.0102407 | -0.1804595 | 0.2009409 |
temp + silicate | Pacific | (28.1, Inf] | 0.5002154 | 0.4044421 | 0.5959886 |
rm(cor_predictors, cor_predictors_stats)
Below, the range of correlations coefficients for C* with each predictor is plotted per basin (facet) and density slab (color). Note that the range indicates the min and max values of in total 3 calculated coefficients (one per era).
cor_target_predictor <- cor_target_predictor %>%
rename(predictor = term)
# calculate min, max, mean across all eras
cor_target_predictor_stats <- cor_target_predictor %>%
select(-era) %>%
group_by(predictor, basin, gamma_slab) %>%
summarise_all(list(mean_r = mean, min_r = min, max_r = max)) %>%
ungroup()
# plot figure
cor_target_predictor_stats %>%
mutate(predictor = reorder(predictor, mean_r)) %>%
ggplot() +
geom_vline(xintercept = c(-0.9, 0.9), col = "red") +
geom_vline(xintercept = 0) +
geom_linerange(
aes(y = predictor, xmin = min_r, xmax = max_r, col = gamma_slab),
position = position_dodge(width = 0.6)) +
facet_wrap(~basin) +
scale_color_viridis_d(direction = -1) +
labs(x = "correlation coefficient", y = "C* correlation with...") +
theme(legend.position = "top")
Version | Author | Date |
---|---|---|
f792cd8 | jens-daniel-mueller | 2021-10-27 |
22750db | jens-daniel-mueller | 2021-10-27 |
3992e41 | jens-daniel-mueller | 2021-10-27 |
f9280c7 | jens-daniel-mueller | 2021-10-21 |
bfe90e6 | jens-daniel-mueller | 2021-10-21 |
78a956e | jens-daniel-mueller | 2021-10-21 |
1ba14cf | jens-daniel-mueller | 2021-10-20 |
dc0723b | jens-daniel-mueller | 2021-10-19 |
cd0ebd8 | jens-daniel-mueller | 2021-10-18 |
046c556 | jens-daniel-mueller | 2021-10-07 |
ac73c23 | jens-daniel-mueller | 2021-10-07 |
0bd4ea2 | jens-daniel-mueller | 2021-10-07 |
6969c18 | jens-daniel-mueller | 2021-10-07 |
06afaca | jens-daniel-mueller | 2021-09-23 |
c0bbbe4 | jens-daniel-mueller | 2021-09-22 |
9eac969 | jens-daniel-mueller | 2021-08-30 |
3a584b7 | jens-daniel-mueller | 2021-08-30 |
deb425c | jens-daniel-mueller | 2021-08-24 |
534854b | jens-daniel-mueller | 2021-08-19 |
77f4ba7 | jens-daniel-mueller | 2021-08-19 |
ece96df | jens-daniel-mueller | 2021-08-19 |
27c99b8 | jens-daniel-mueller | 2021-08-19 |
a03f2f0 | jens-daniel-mueller | 2021-08-18 |
9335b31 | jens-daniel-mueller | 2021-08-10 |
9943b45 | jens-daniel-mueller | 2021-08-10 |
0b00a2b | jens-daniel-mueller | 2021-08-09 |
755c6b1 | jens-daniel-mueller | 2021-08-09 |
cd8e0d5 | jens-daniel-mueller | 2021-08-06 |
15773a0 | jens-daniel-mueller | 2021-08-06 |
da61d1a | jens-daniel-mueller | 2021-08-06 |
340d731 | jens-daniel-mueller | 2021-08-06 |
71546e4 | jens-daniel-mueller | 2021-08-06 |
29444a1 | jens-daniel-mueller | 2021-08-05 |
42e80c0 | jens-daniel-mueller | 2021-08-04 |
48f6eed | jens-daniel-mueller | 2021-08-04 |
81a46a4 | jens-daniel-mueller | 2021-08-03 |
b88c61b | jens-daniel-mueller | 2021-08-03 |
a53656d | jens-daniel-mueller | 2021-08-03 |
88f7356 | jens-daniel-mueller | 2021-08-02 |
d759279 | jens-daniel-mueller | 2021-08-02 |
127b801 | jens-daniel-mueller | 2021-07-24 |
912d90e | jens-daniel-mueller | 2021-07-23 |
2477316 | jens-daniel-mueller | 2021-07-23 |
c9ccc00 | jens-daniel-mueller | 2021-07-22 |
c18a8b1 | jens-daniel-mueller | 2021-07-09 |
910d64a | jens-daniel-mueller | 2021-07-02 |
1cbf907 | jens-daniel-mueller | 2021-07-02 |
955f5dc | jens-daniel-mueller | 2021-06-29 |
9480f94 | jens-daniel-mueller | 2021-06-29 |
d054c39 | jens-daniel-mueller | 2021-06-24 |
4fcd066 | jens-daniel-mueller | 2021-06-24 |
3b6387f | jens-daniel-mueller | 2021-06-18 |
c6b3da6 | jens-daniel-mueller | 2021-06-14 |
439ee80 | jens-daniel-mueller | 2021-06-11 |
33ffcab | jens-daniel-mueller | 2021-06-10 |
7e1f407 | jens-daniel-mueller | 2021-06-10 |
2cbe18c | jens-daniel-mueller | 2021-06-10 |
69c79d0 | jens-daniel-mueller | 2021-06-08 |
1772903 | jens-daniel-mueller | 2021-06-07 |
594ed9a | jens-daniel-mueller | 2021-06-04 |
db7df0e | jens-daniel-mueller | 2021-06-04 |
2edc791 | jens-daniel-mueller | 2021-06-04 |
207339d | jens-daniel-mueller | 2021-06-03 |
315710b | jens-daniel-mueller | 2021-06-03 |
d37a85d | jens-daniel-mueller | 2021-05-31 |
4b7a5ee | jens-daniel-mueller | 2021-05-28 |
25bd183 | jens-daniel-mueller | 2021-05-26 |
62bd574 | jens-daniel-mueller | 2021-05-20 |
7c56c39 | jens-daniel-mueller | 2021-05-19 |
52e7583 | jens-daniel-mueller | 2021-05-12 |
969e631 | jens-daniel-mueller | 2021-05-12 |
d2a83bc | jens-daniel-mueller | 2021-04-16 |
c0a47df | jens-daniel-mueller | 2021-04-16 |
50290e8 | jens-daniel-mueller | 2021-04-16 |
a00ec94 | jens-daniel-mueller | 2021-04-16 |
b6fe355 | jens-daniel-mueller | 2021-04-16 |
81b7c6d | jens-daniel-mueller | 2021-04-16 |
ddec5b7 | jens-daniel-mueller | 2021-04-15 |
29edae5 | jens-daniel-mueller | 2021-04-14 |
099d566 | jens-daniel-mueller | 2021-04-14 |
bb44686 | jens-daniel-mueller | 2021-04-14 |
bf40480 | jens-daniel-mueller | 2021-04-13 |
9f31fe3 | jens-daniel-mueller | 2021-04-13 |
338dd3c | jens-daniel-mueller | 2021-04-09 |
a79ca2c | jens-daniel-mueller | 2021-04-09 |
eb827c9 | jens-daniel-mueller | 2021-04-07 |
19faa17 | jens-daniel-mueller | 2021-03-24 |
03b6009 | jens-daniel-mueller | 2021-03-23 |
98d4a6d | jens-daniel-mueller | 2021-03-23 |
f155edd | jens-daniel-mueller | 2021-03-23 |
83a13de | jens-daniel-mueller | 2021-03-20 |
cf98c6d | jens-daniel-mueller | 2021-03-16 |
a1d52ff | jens-daniel-mueller | 2021-03-15 |
0bade3b | jens-daniel-mueller | 2021-03-15 |
27c1f4b | jens-daniel-mueller | 2021-03-14 |
af75ebf | jens-daniel-mueller | 2021-03-14 |
5017709 | jens-daniel-mueller | 2021-03-11 |
585b07f | jens-daniel-mueller | 2021-03-11 |
85a5ed2 | jens-daniel-mueller | 2021-03-10 |
6c0bec6 | jens-daniel-mueller | 2021-03-05 |
3c2ec33 | jens-daniel-mueller | 2021-03-05 |
af70b94 | jens-daniel-mueller | 2021-03-04 |
7b672f7 | jens-daniel-mueller | 2021-01-11 |
33ba23c | jens-daniel-mueller | 2021-01-07 |
318609d | jens-daniel-mueller | 2020-12-23 |
9d0b2d0 | jens-daniel-mueller | 2020-12-23 |
0aa2b50 | jens-daniel-mueller | 2020-12-23 |
2886da0 | jens-daniel-mueller | 2020-12-19 |
02f0ee9 | jens-daniel-mueller | 2020-12-18 |
7bcb4eb | jens-daniel-mueller | 2020-12-18 |
158fe26 | jens-daniel-mueller | 2020-12-15 |
7a9a4cb | jens-daniel-mueller | 2020-12-15 |
61b263c | jens-daniel-mueller | 2020-12-15 |
984697e | jens-daniel-mueller | 2020-12-12 |
3ebff89 | jens-daniel-mueller | 2020-12-12 |
5d96d3c | jens-daniel-mueller | 2020-12-11 |
24a632f | jens-daniel-mueller | 2020-12-07 |
6a8004b | jens-daniel-mueller | 2020-12-07 |
70bf1a5 | jens-daniel-mueller | 2020-12-07 |
7555355 | jens-daniel-mueller | 2020-12-07 |
143d6fa | jens-daniel-mueller | 2020-12-07 |
090e4d5 | jens-daniel-mueller | 2020-12-02 |
0ff728b | jens-daniel-mueller | 2020-12-01 |
91435ae | jens-daniel-mueller | 2020-12-01 |
196be51 | jens-daniel-mueller | 2020-11-30 |
bc61ce3 | Jens Müller | 2020-11-30 |
# print table
kable(cor_target_predictor_stats) %>%
add_header_above() %>%
kable_styling() %>%
scroll_box(width = "100%", height = "400px")
predictor | basin | gamma_slab | mean_r | min_r | max_r |
---|---|---|---|---|---|
nitrate | Atlantic | (-Inf,26.5] | 0.5460698 | 0.4620676 | 0.6300720 |
nitrate | Atlantic | (26.5,26.75] | 0.8058246 | 0.7708556 | 0.8407936 |
nitrate | Atlantic | (26.75,27] | 0.8668442 | 0.8476590 | 0.8860293 |
nitrate | Atlantic | (27,27.25] | 0.8505939 | 0.8091472 | 0.8920407 |
nitrate | Atlantic | (27.25,27.5] | 0.8286565 | 0.8040908 | 0.8532222 |
nitrate | Atlantic | (27.5,27.75] | 0.8588596 | 0.8350949 | 0.8826244 |
nitrate | Atlantic | (27.75,27.85] | 0.8495040 | 0.8446847 | 0.8543234 |
nitrate | Atlantic | (27.85,27.95] | 0.8923436 | 0.8912201 | 0.8934671 |
nitrate | Atlantic | (27.95,28.05] | 0.8825792 | 0.8811145 | 0.8840440 |
nitrate | Atlantic | (28.05,28.1] | 0.8692636 | 0.8651200 | 0.8734071 |
nitrate | Atlantic | (28.1,28.15] | 0.9145040 | 0.8969804 | 0.9320276 |
nitrate | Atlantic | (28.15,28.2] | 0.9431655 | 0.9423323 | 0.9439986 |
nitrate | Atlantic | (28.2, Inf] | 0.8478574 | 0.7829718 | 0.9127429 |
nitrate | Indian | (-Inf,26] | 0.9344603 | 0.9109249 | 0.9579957 |
nitrate | Indian | (26,26.5] | 0.9546132 | 0.9374205 | 0.9718059 |
nitrate | Indian | (26.5,26.75] | 0.9580312 | 0.9484129 | 0.9676495 |
nitrate | Indian | (26.75,27] | 0.9363261 | 0.9316545 | 0.9409977 |
nitrate | Indian | (27,27.25] | 0.8967145 | 0.8937627 | 0.8996664 |
nitrate | Indian | (27.25,27.5] | 0.9077331 | 0.8903380 | 0.9251282 |
nitrate | Indian | (27.5,27.75] | 0.7805827 | 0.7750804 | 0.7860850 |
nitrate | Indian | (27.75,27.85] | 0.8082649 | 0.8006824 | 0.8158473 |
nitrate | Indian | (27.85,27.95] | 0.7790804 | 0.7676193 | 0.7905414 |
nitrate | Indian | (27.95,28.05] | 0.7725146 | 0.7695159 | 0.7755133 |
nitrate | Indian | (28.05,28.1] | 0.8248966 | 0.8143853 | 0.8354079 |
nitrate | Indian | (28.1, Inf] | 0.5406725 | 0.5205842 | 0.5607609 |
nitrate | Pacific | (-Inf,26] | 0.5971444 | 0.5650894 | 0.6291994 |
nitrate | Pacific | (26,26.5] | 0.8507027 | 0.8428229 | 0.8585825 |
nitrate | Pacific | (26.5,26.75] | 0.8790995 | 0.8732088 | 0.8849902 |
nitrate | Pacific | (26.75,27] | 0.9341962 | 0.9181421 | 0.9502503 |
nitrate | Pacific | (27,27.25] | 0.9624463 | 0.9473199 | 0.9775727 |
nitrate | Pacific | (27.25,27.5] | 0.9171768 | 0.8853724 | 0.9489812 |
nitrate | Pacific | (27.5,27.75] | 0.8485369 | 0.7898770 | 0.9071968 |
nitrate | Pacific | (27.75,27.85] | 0.8669063 | 0.8224355 | 0.9113771 |
nitrate | Pacific | (27.85,27.95] | 0.8609026 | 0.7986080 | 0.9231972 |
nitrate | Pacific | (27.95,28.05] | 0.8098857 | 0.7595977 | 0.8601738 |
nitrate | Pacific | (28.05,28.1] | 0.7668909 | 0.6752762 | 0.8585057 |
nitrate | Pacific | (28.1, Inf] | 0.7086230 | 0.5646248 | 0.8526212 |
phosphate | Atlantic | (-Inf,26.5] | 0.2941927 | 0.2726303 | 0.3157552 |
phosphate | Atlantic | (26.5,26.75] | 0.5509647 | 0.4609390 | 0.6409904 |
phosphate | Atlantic | (26.75,27] | 0.5463328 | 0.4680067 | 0.6246589 |
phosphate | Atlantic | (27,27.25] | 0.5807910 | 0.4111298 | 0.7504522 |
phosphate | Atlantic | (27.25,27.5] | 0.6305680 | 0.5343993 | 0.7267366 |
phosphate | Atlantic | (27.5,27.75] | 0.6782619 | 0.6034606 | 0.7530632 |
phosphate | Atlantic | (27.75,27.85] | 0.6569220 | 0.6187742 | 0.6950697 |
phosphate | Atlantic | (27.85,27.95] | 0.6024453 | 0.5984842 | 0.6064065 |
phosphate | Atlantic | (27.95,28.05] | 0.5887282 | 0.5614564 | 0.6160001 |
phosphate | Atlantic | (28.05,28.1] | 0.5209972 | 0.4532450 | 0.5887494 |
phosphate | Atlantic | (28.1,28.15] | 0.5864631 | 0.5489212 | 0.6240050 |
phosphate | Atlantic | (28.15,28.2] | 0.8367981 | 0.8041604 | 0.8694359 |
phosphate | Atlantic | (28.2, Inf] | 0.7076703 | 0.6967034 | 0.7186372 |
phosphate | Indian | (-Inf,26] | 0.9545588 | 0.9508757 | 0.9582420 |
phosphate | Indian | (26,26.5] | 0.9460038 | 0.9361058 | 0.9559018 |
phosphate | Indian | (26.5,26.75] | 0.9079030 | 0.8882269 | 0.9275791 |
phosphate | Indian | (26.75,27] | 0.9431807 | 0.9171382 | 0.9692232 |
phosphate | Indian | (27,27.25] | 0.9295509 | 0.9130968 | 0.9460050 |
phosphate | Indian | (27.25,27.5] | 0.8974071 | 0.8808545 | 0.9139597 |
phosphate | Indian | (27.5,27.75] | 0.8252868 | 0.7850011 | 0.8655724 |
phosphate | Indian | (27.75,27.85] | 0.7756716 | 0.7582732 | 0.7930700 |
phosphate | Indian | (27.85,27.95] | 0.7081341 | 0.7043480 | 0.7119202 |
phosphate | Indian | (27.95,28.05] | 0.7291655 | 0.6946898 | 0.7636412 |
phosphate | Indian | (28.05,28.1] | 0.7470752 | 0.6834280 | 0.8107225 |
phosphate | Indian | (28.1, Inf] | 0.4123628 | 0.3439891 | 0.4807366 |
phosphate | Pacific | (-Inf,26] | 0.7373383 | 0.6804806 | 0.7941961 |
phosphate | Pacific | (26,26.5] | 0.8141437 | 0.7002205 | 0.9280669 |
phosphate | Pacific | (26.5,26.75] | 0.7882071 | 0.6281001 | 0.9483141 |
phosphate | Pacific | (26.75,27] | 0.8136554 | 0.6708214 | 0.9564894 |
phosphate | Pacific | (27,27.25] | 0.9235932 | 0.8685277 | 0.9786586 |
phosphate | Pacific | (27.25,27.5] | 0.8516834 | 0.7478008 | 0.9555660 |
phosphate | Pacific | (27.5,27.75] | 0.6990687 | 0.5199151 | 0.8782223 |
phosphate | Pacific | (27.75,27.85] | 0.7807998 | 0.6608324 | 0.9007672 |
phosphate | Pacific | (27.85,27.95] | 0.7635790 | 0.6657593 | 0.8613987 |
phosphate | Pacific | (27.95,28.05] | 0.6985336 | 0.6157061 | 0.7813610 |
phosphate | Pacific | (28.05,28.1] | 0.6379050 | 0.5810067 | 0.6948033 |
phosphate | Pacific | (28.1, Inf] | 0.6304231 | 0.4772422 | 0.7836039 |
sal | Atlantic | (-Inf,26.5] | 0.0867038 | 0.0607788 | 0.1126289 |
sal | Atlantic | (26.5,26.75] | -0.2157700 | -0.2342400 | -0.1973000 |
sal | Atlantic | (26.75,27] | -0.2446087 | -0.2806762 | -0.2085412 |
sal | Atlantic | (27,27.25] | -0.3347853 | -0.4555858 | -0.2139849 |
sal | Atlantic | (27.25,27.5] | -0.4109375 | -0.4827264 | -0.3391486 |
sal | Atlantic | (27.5,27.75] | -0.4316690 | -0.4635385 | -0.3997995 |
sal | Atlantic | (27.75,27.85] | -0.2534580 | -0.3040718 | -0.2028442 |
sal | Atlantic | (27.85,27.95] | -0.3817736 | -0.4604711 | -0.3030761 |
sal | Atlantic | (27.95,28.05] | -0.6191438 | -0.7218244 | -0.5164633 |
sal | Atlantic | (28.05,28.1] | -0.7456292 | -0.7801404 | -0.7111181 |
sal | Atlantic | (28.1,28.15] | -0.7711052 | -0.8103019 | -0.7319085 |
sal | Atlantic | (28.15,28.2] | -0.9041866 | -0.9099986 | -0.8983746 |
sal | Atlantic | (28.2, Inf] | -0.7333426 | -0.8164450 | -0.6502403 |
sal | Indian | (-Inf,26] | -0.5442490 | -0.6946165 | -0.3938815 |
sal | Indian | (26,26.5] | -0.6250370 | -0.8306375 | -0.4194364 |
sal | Indian | (26.5,26.75] | -0.2865203 | -0.5247553 | -0.0482854 |
sal | Indian | (26.75,27] | 0.4103141 | 0.2448850 | 0.5757431 |
sal | Indian | (27,27.25] | 0.7551280 | 0.7405248 | 0.7697313 |
sal | Indian | (27.25,27.5] | 0.8413543 | 0.7775432 | 0.9051655 |
sal | Indian | (27.5,27.75] | 0.8667183 | 0.7939737 | 0.9394629 |
sal | Indian | (27.75,27.85] | 0.8988655 | 0.8777784 | 0.9199525 |
sal | Indian | (27.85,27.95] | 0.7599698 | 0.7101987 | 0.8097408 |
sal | Indian | (27.95,28.05] | 0.3811867 | 0.3293034 | 0.4330701 |
sal | Indian | (28.05,28.1] | -0.0709942 | -0.1116398 | -0.0303486 |
sal | Indian | (28.1, Inf] | 0.2906621 | 0.2582537 | 0.3230705 |
sal | Pacific | (-Inf,26] | 0.3055340 | 0.3016313 | 0.3094367 |
sal | Pacific | (26,26.5] | 0.1329092 | -0.0762324 | 0.3420508 |
sal | Pacific | (26.5,26.75] | 0.1461259 | -0.1201255 | 0.4123773 |
sal | Pacific | (26.75,27] | -0.2087611 | -0.3821214 | -0.0354009 |
sal | Pacific | (27,27.25] | -0.2946284 | -0.3619468 | -0.2273099 |
sal | Pacific | (27.25,27.5] | -0.0107201 | -0.0965237 | 0.0750835 |
sal | Pacific | (27.5,27.75] | 0.0239417 | -0.0501335 | 0.0980170 |
sal | Pacific | (27.75,27.85] | -0.1985085 | -0.3836089 | -0.0134082 |
sal | Pacific | (27.85,27.95] | -0.4030697 | -0.5775066 | -0.2286328 |
sal | Pacific | (27.95,28.05] | -0.5601111 | -0.7352783 | -0.3849440 |
sal | Pacific | (28.05,28.1] | -0.7172837 | -0.8976607 | -0.5369068 |
sal | Pacific | (28.1, Inf] | -0.4470410 | -0.7951902 | -0.0988918 |
silicate | Atlantic | (-Inf,26.5] | 0.1615165 | 0.1595366 | 0.1634964 |
silicate | Atlantic | (26.5,26.75] | 0.3910260 | 0.3558214 | 0.4262307 |
silicate | Atlantic | (26.75,27] | 0.5571884 | 0.2971495 | 0.8172273 |
silicate | Atlantic | (27,27.25] | 0.5944803 | 0.3428157 | 0.8461450 |
silicate | Atlantic | (27.25,27.5] | 0.6175421 | 0.5486082 | 0.6864760 |
silicate | Atlantic | (27.5,27.75] | 0.7794914 | 0.7681732 | 0.7908096 |
silicate | Atlantic | (27.75,27.85] | 0.8771100 | 0.8586902 | 0.8955297 |
silicate | Atlantic | (27.85,27.95] | 0.9179826 | 0.9137592 | 0.9222060 |
silicate | Atlantic | (27.95,28.05] | 0.9403873 | 0.9353448 | 0.9454298 |
silicate | Atlantic | (28.05,28.1] | 0.9353301 | 0.9272880 | 0.9433721 |
silicate | Atlantic | (28.1,28.15] | 0.9458553 | 0.9434977 | 0.9482128 |
silicate | Atlantic | (28.15,28.2] | 0.9792544 | 0.9750703 | 0.9834385 |
silicate | Atlantic | (28.2, Inf] | 0.8935785 | 0.8657910 | 0.9213659 |
silicate | Indian | (-Inf,26] | 0.7915548 | 0.6755922 | 0.9075174 |
silicate | Indian | (26,26.5] | 0.8576777 | 0.7780143 | 0.9373411 |
silicate | Indian | (26.5,26.75] | 0.8974655 | 0.8385001 | 0.9564309 |
silicate | Indian | (26.75,27] | 0.9174122 | 0.8737740 | 0.9610503 |
silicate | Indian | (27,27.25] | 0.9303561 | 0.9035076 | 0.9572045 |
silicate | Indian | (27.25,27.5] | 0.9343285 | 0.9083124 | 0.9603445 |
silicate | Indian | (27.5,27.75] | 0.9178406 | 0.8900425 | 0.9456386 |
silicate | Indian | (27.75,27.85] | 0.9283593 | 0.9131568 | 0.9435618 |
silicate | Indian | (27.85,27.95] | 0.9433091 | 0.9326743 | 0.9539440 |
silicate | Indian | (27.95,28.05] | 0.9301617 | 0.9142007 | 0.9461226 |
silicate | Indian | (28.05,28.1] | 0.9368616 | 0.9366942 | 0.9370291 |
silicate | Indian | (28.1, Inf] | 0.5557981 | 0.5371264 | 0.5744698 |
silicate | Pacific | (-Inf,26] | 0.0212161 | -0.0050171 | 0.0474494 |
silicate | Pacific | (26,26.5] | 0.4376414 | 0.3992339 | 0.4760489 |
silicate | Pacific | (26.5,26.75] | 0.4443056 | 0.3222956 | 0.5663156 |
silicate | Pacific | (26.75,27] | 0.7015151 | 0.5970743 | 0.8059559 |
silicate | Pacific | (27,27.25] | 0.9219256 | 0.9001803 | 0.9436709 |
silicate | Pacific | (27.25,27.5] | 0.9359758 | 0.9133680 | 0.9585837 |
silicate | Pacific | (27.5,27.75] | 0.9328713 | 0.8978918 | 0.9678508 |
silicate | Pacific | (27.75,27.85] | 0.9537240 | 0.9290187 | 0.9784292 |
silicate | Pacific | (27.85,27.95] | 0.9191556 | 0.8775681 | 0.9607430 |
silicate | Pacific | (27.95,28.05] | 0.8695221 | 0.8380435 | 0.9010008 |
silicate | Pacific | (28.05,28.1] | 0.8336425 | 0.7561936 | 0.9110914 |
silicate | Pacific | (28.1, Inf] | 0.7389270 | 0.6744336 | 0.8034203 |
temp | Atlantic | (-Inf,26.5] | -0.0116535 | -0.0480936 | 0.0247866 |
temp | Atlantic | (26.5,26.75] | -0.2504557 | -0.2729192 | -0.2279923 |
temp | Atlantic | (26.75,27] | -0.2322914 | -0.2787340 | -0.1858489 |
temp | Atlantic | (27,27.25] | -0.2872764 | -0.4008753 | -0.1736774 |
temp | Atlantic | (27.25,27.5] | -0.4063161 | -0.4787875 | -0.3338447 |
temp | Atlantic | (27.5,27.75] | -0.4504293 | -0.4801999 | -0.4206588 |
temp | Atlantic | (27.75,27.85] | -0.2729860 | -0.3104072 | -0.2355648 |
temp | Atlantic | (27.85,27.95] | -0.3593207 | -0.4600564 | -0.2585850 |
temp | Atlantic | (27.95,28.05] | -0.6133965 | -0.6766241 | -0.5501690 |
temp | Atlantic | (28.05,28.1] | -0.6595164 | -0.6830478 | -0.6359849 |
temp | Atlantic | (28.1,28.15] | -0.5841509 | -0.6452281 | -0.5230737 |
temp | Atlantic | (28.15,28.2] | -0.5696534 | -0.6307487 | -0.5085581 |
temp | Atlantic | (28.2, Inf] | 0.0274268 | -0.0032606 | 0.0581142 |
temp | Indian | (-Inf,26] | -0.6609803 | -0.7557751 | -0.5661855 |
temp | Indian | (26,26.5] | -0.5474316 | -0.6771637 | -0.4176996 |
temp | Indian | (26.5,26.75] | -0.2192111 | -0.3910946 | -0.0473276 |
temp | Indian | (26.75,27] | 0.2833900 | 0.0994384 | 0.4673417 |
temp | Indian | (27,27.25] | 0.6237331 | 0.5651619 | 0.6823042 |
temp | Indian | (27.25,27.5] | 0.7297255 | 0.7214343 | 0.7380167 |
temp | Indian | (27.5,27.75] | 0.7640912 | 0.7481257 | 0.7800566 |
temp | Indian | (27.75,27.85] | 0.8104699 | 0.7771971 | 0.8437427 |
temp | Indian | (27.85,27.95] | 0.6559391 | 0.6127027 | 0.6991754 |
temp | Indian | (27.95,28.05] | 0.3986339 | 0.3707025 | 0.4265652 |
temp | Indian | (28.05,28.1] | 0.1889490 | 0.1879660 | 0.1899319 |
temp | Indian | (28.1, Inf] | 0.5119583 | 0.4603594 | 0.5635571 |
temp | Pacific | (-Inf,26] | -0.0549534 | -0.0923062 | -0.0176006 |
temp | Pacific | (26,26.5] | -0.0453586 | -0.2238630 | 0.1331457 |
temp | Pacific | (26.5,26.75] | 0.1257424 | -0.1230567 | 0.3745416 |
temp | Pacific | (26.75,27] | -0.2285056 | -0.3820907 | -0.0749206 |
temp | Pacific | (27,27.25] | -0.3481630 | -0.3959456 | -0.3003804 |
temp | Pacific | (27.25,27.5] | -0.1391980 | -0.2420678 | -0.0363283 |
temp | Pacific | (27.5,27.75] | -0.0715168 | -0.1888314 | 0.0457979 |
temp | Pacific | (27.75,27.85] | -0.1275789 | -0.3342050 | 0.0790472 |
temp | Pacific | (27.85,27.95] | -0.1933711 | -0.3952520 | 0.0085098 |
temp | Pacific | (27.95,28.05] | -0.1097464 | -0.3290545 | 0.1095616 |
temp | Pacific | (28.05,28.1] | 0.0545133 | -0.1565033 | 0.2655300 |
temp | Pacific | (28.1, Inf] | 0.6607731 | 0.5895143 | 0.7320320 |
rm(cor_target_predictor, cor_target_predictor_stats)
sessionInfo()
R version 4.0.3 (2020-10-10)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: openSUSE Leap 15.2
Matrix products: default
BLAS: /usr/local/R-4.0.3/lib64/R/lib/libRblas.so
LAPACK: /usr/local/R-4.0.3/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] corrr_0.4.3 broom_0.7.9 kableExtra_1.3.1 knitr_1.33
[5] olsrr_0.5.3 GGally_2.0.0 lubridate_1.7.9 ggforce_0.3.3
[9] metR_0.9.0 scico_1.2.0 patchwork_1.1.1 collapse_1.5.0
[13] forcats_0.5.0 stringr_1.4.0 dplyr_1.0.5 purrr_0.3.4
[17] readr_1.4.0 tidyr_1.1.3 tibble_3.1.3 ggplot2_3.3.5
[21] tidyverse_1.3.0 workflowr_1.6.2
loaded via a namespace (and not attached):
[1] fs_1.5.0 webshot_0.5.2 RColorBrewer_1.1-2
[4] httr_1.4.2 rprojroot_2.0.2 tools_4.0.3
[7] backports_1.1.10 bslib_0.2.5.1 utf8_1.1.4
[10] R6_2.5.0 nortest_1.0-4 DBI_1.1.0
[13] colorspace_2.0-2 withr_2.3.0 gridExtra_2.3
[16] tidyselect_1.1.0 curl_4.3 compiler_4.0.3
[19] git2r_0.27.1 cli_3.0.1 rvest_0.3.6
[22] xml2_1.3.2 labeling_0.4.2 sass_0.4.0
[25] scales_1.1.1 checkmate_2.0.0 goftest_1.2-2
[28] digest_0.6.27 foreign_0.8-80 rmarkdown_2.10
[31] rio_0.5.16 pkgconfig_2.0.3 htmltools_0.5.1.1
[34] highr_0.8 dbplyr_1.4.4 rlang_0.4.11
[37] readxl_1.3.1 rstudioapi_0.13 jquerylib_0.1.4
[40] generics_0.1.0 farver_2.0.3 jsonlite_1.7.1
[43] zip_2.1.1 car_3.0-10 magrittr_1.5
[46] Matrix_1.2-18 Rcpp_1.0.5 munsell_0.5.0
[49] fansi_0.4.1 abind_1.4-5 lifecycle_1.0.0
[52] stringi_1.5.3 whisker_0.4 yaml_2.2.1
[55] carData_3.0-4 MASS_7.3-53 plyr_1.8.6
[58] grid_4.0.3 blob_1.2.1 parallel_4.0.3
[61] promises_1.1.1 crayon_1.3.4 lattice_0.20-41
[64] haven_2.3.1 hms_0.5.3 pillar_1.6.2
[67] reprex_0.3.0 glue_1.4.2 evaluate_0.14
[70] RcppArmadillo_0.10.1.2.0 data.table_1.14.0 modelr_0.1.8
[73] vctrs_0.3.8 tweenr_1.0.2 httpuv_1.5.4
[76] cellranger_1.1.0 gtable_0.3.0 polyclip_1.10-0
[79] reshape_0.8.8 assertthat_0.2.1 openxlsx_4.2.3
[82] xfun_0.25 RcppEigen_0.3.3.7.0 later_1.2.0
[85] viridisLite_0.3.0 ellipsis_0.3.2 here_0.1