Bulk density (g/cm^3)
## 1 2 3 4 5 6 7 8 9
##
## 2020 1 2 2 2 2 2 2 2 2 2
## 2 2 2 2 2 2 2 2 2 2
## 3 2 2 2 2 2 2 2 2 2
## 4 2 2 2 2 2 2 2 2 2
## 2021 1 0 0 0 2 2 2 2 2 2
## 2 0 0 0 2 2 2 2 2 2
## 3 0 0 0 2 2 2 2 2 2
## 4 0 0 0 2 2 2 2 2 2
## 2022 1 2 2 2 2 2 2 2 2 2
## 2 2 2 2 2 2 2 2 2 2
## 3 2 2 2 2 2 2 2 2 2
## 4 2 2 2 2 2 2 2 2 2

There are missing values in year 2021 in subplot III of every block.
The bulk density was lowest in 2020 and highest in 2021. There are no
obvious differences in variety between different depths or between
blocks or subplots.
## Warning: `summarise_each_()` was deprecated in dplyr 0.7.0.
## Warning: Please use `across()` instead.
## Warning: `funs()` was deprecated in dplyr 0.8.0.
## Warning: Please use a list of either functions or lambdas:
##
## # Simple named list:
## list(mean = mean, median = median)
##
## # Auto named with `tibble::lst()`:
## tibble::lst(mean, median)
##
## # Using lambdas
## list(~ mean(., trim = .2), ~ median(., na.rm = TRUE))
15 |
2020 |
LB |
Fibrous roots |
1.367833 |
15 |
2020 |
LB |
Mixture |
1.363300 |
15 |
2020 |
LB |
Taproots |
1.299533 |
15 |
2020 |
Ref |
Fibrous roots |
1.297667 |
15 |
2020 |
Ref |
Mixture |
1.260900 |
15 |
2020 |
Ref |
Taproots |
1.233733 |
15 |
2020 |
SB |
Fibrous roots |
1.339133 |
15 |
2020 |
SB |
Mixture |
1.322000 |
15 |
2020 |
SB |
Taproots |
1.354233 |
15 |
2020 |
SS |
Fibrous roots |
1.372233 |
15 |
2020 |
SS |
Mixture |
1.358833 |
15 |
2020 |
SS |
Taproots |
1.357367 |
15 |
2021 |
LB |
Fibrous roots |
1.447900 |
15 |
2021 |
LB |
Mixture |
1.437750 |
15 |
2021 |
LB |
Taproots |
1.501250 |
15 |
2021 |
Ref |
Fibrous roots |
1.481650 |
15 |
2021 |
Ref |
Mixture |
1.445650 |
15 |
2021 |
Ref |
Taproots |
1.448850 |
15 |
2021 |
SB |
Fibrous roots |
1.519050 |
15 |
2021 |
SB |
Mixture |
1.455500 |
15 |
2021 |
SB |
Taproots |
1.483600 |
15 |
2021 |
SS |
Fibrous roots |
1.461100 |
15 |
2021 |
SS |
Mixture |
1.449400 |
15 |
2021 |
SS |
Taproots |
1.442100 |
15 |
2022 |
LB |
Fibrous roots |
1.402300 |
15 |
2022 |
LB |
Mixture |
1.409000 |
15 |
2022 |
LB |
Taproots |
1.346833 |
15 |
2022 |
Ref |
Fibrous roots |
1.338000 |
15 |
2022 |
Ref |
Mixture |
1.410600 |
15 |
2022 |
Ref |
Taproots |
1.399700 |
15 |
2022 |
SB |
Fibrous roots |
1.414900 |
15 |
2022 |
SB |
Mixture |
1.347600 |
15 |
2022 |
SB |
Taproots |
1.452600 |
15 |
2022 |
SS |
Fibrous roots |
1.405733 |
15 |
2022 |
SS |
Mixture |
1.359600 |
15 |
2022 |
SS |
Taproots |
1.325933 |
30 |
2020 |
LB |
Fibrous roots |
1.277067 |
30 |
2020 |
LB |
Mixture |
1.359733 |
30 |
2020 |
LB |
Taproots |
1.354500 |
30 |
2020 |
Ref |
Fibrous roots |
1.343367 |
30 |
2020 |
Ref |
Mixture |
1.263500 |
30 |
2020 |
Ref |
Taproots |
1.244633 |
30 |
2020 |
SB |
Fibrous roots |
1.358400 |
30 |
2020 |
SB |
Mixture |
1.384300 |
30 |
2020 |
SB |
Taproots |
1.340500 |
30 |
2020 |
SS |
Fibrous roots |
1.275667 |
30 |
2020 |
SS |
Mixture |
1.308367 |
30 |
2020 |
SS |
Taproots |
1.270200 |
30 |
2021 |
LB |
Fibrous roots |
1.468600 |
30 |
2021 |
LB |
Mixture |
1.444000 |
30 |
2021 |
LB |
Taproots |
1.504650 |
30 |
2021 |
Ref |
Fibrous roots |
1.529600 |
30 |
2021 |
Ref |
Mixture |
1.427600 |
30 |
2021 |
Ref |
Taproots |
1.413350 |
30 |
2021 |
SB |
Fibrous roots |
1.462750 |
30 |
2021 |
SB |
Mixture |
1.522800 |
30 |
2021 |
SB |
Taproots |
1.480900 |
30 |
2021 |
SS |
Fibrous roots |
1.420750 |
30 |
2021 |
SS |
Mixture |
1.418050 |
30 |
2021 |
SS |
Taproots |
1.442550 |
30 |
2022 |
LB |
Fibrous roots |
1.420867 |
30 |
2022 |
LB |
Mixture |
1.415633 |
30 |
2022 |
LB |
Taproots |
1.378467 |
30 |
2022 |
Ref |
Fibrous roots |
1.372900 |
30 |
2022 |
Ref |
Mixture |
1.377700 |
30 |
2022 |
Ref |
Taproots |
1.425400 |
30 |
2022 |
SB |
Fibrous roots |
1.372600 |
30 |
2022 |
SB |
Mixture |
1.398633 |
30 |
2022 |
SB |
Taproots |
1.409000 |
30 |
2022 |
SS |
Fibrous roots |
1.400267 |
30 |
2022 |
SS |
Mixture |
1.381967 |
30 |
2022 |
SS |
Taproots |
1.496300 |
15 |
2020 |
1.343556 |
1.264100 |
1.338456 |
1.362811 |
106.2855 |
105.8821 |
107.80881 |
15 |
2021 |
1.462300 |
1.458717 |
1.486050 |
1.450867 |
100.2456 |
101.8738 |
99.46186 |
15 |
2022 |
1.386044 |
1.382767 |
1.405033 |
1.363756 |
100.2370 |
101.6103 |
98.62514 |
30 |
2020 |
1.330433 |
1.283833 |
1.361067 |
1.284744 |
103.6298 |
106.0158 |
100.07097 |
30 |
2021 |
1.472417 |
1.456850 |
1.488817 |
1.427117 |
101.0685 |
102.1942 |
97.95907 |
30 |
2022 |
1.404989 |
1.392000 |
1.393411 |
1.426178 |
100.9331 |
100.1014 |
102.45530 |
## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## Warning: Please use `linewidth` instead.
## Warning: Continuous limits supplied to discrete scale.
## ℹ Did you mean `limits = factor(...)` or `scale_*_continuous()`?
## Warning: Continuous limits supplied to discrete scale.
## ℹ Did you mean `limits = factor(...)` or `scale_*_continuous()`?

