The soil is not compacted and there are no significant effects from the treatments.
, , = 2021
Fodder radish Black oats Tall fescue
Ref 3 3 3
Compost 0 0 0
LB 3 3 3
LB extensive 0 0 0
LB Sand 0 0 0
SB 3 3 3
SS 3 3 3
SS Caterpillar 0 0 0
, , = 2022
Fodder radish Black oats Tall fescue
Ref 3 3 3
Compost 0 0 0
LB 3 3 3
LB extensive 0 0 0
LB Sand 0 0 0
SB 3 3 3
SS 3 3 3
SS Caterpillar 0 0 0
studentized Breusch-Pagan test
data: md
BP = 6.0562, df = 7, p-value = 0.5332
Call:
lm(formula = bulk_gew_g_cm3 ~ ondgr_bw + gr_bem + jaar + blok,
data = dataset.5.10cm)
Coefficients:
(Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
1.4235556 0.0092778 -0.0072778 -0.0003333
gr_bemBlack oats gr_bemTall fescue jaar2022 blok
-0.0145833 -0.0047083 -0.0636111 -0.0130208
Analysis of Variance Table
Response: bulk_gew_g_cm3
Df Sum Sq Mean Sq F value Pr(>F)
ondgr_bw 3 0.002492 0.000831 0.4212 0.73840
gr_bem 2 0.002659 0.001329 0.6741 0.51322
jaar 1 0.072835 0.072835 36.9294 7.48e-08 ***
blok 1 0.008138 0.008138 4.1262 0.04638 *
Residuals 64 0.126225 0.001972
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Exact one-sample Kolmogorov-Smirnov test
data: resid(md)
D = 0.067571, p-value = 0.8753
alternative hypothesis: two-sided
$emmeans
ondgr_bw gr_bem emmean SE df lower.CL upper.CL
Ref Fodder radish 1.37 0.0128 64 1.34 1.39
LB Fodder radish 1.37 0.0128 64 1.35 1.40
SB Fodder radish 1.36 0.0128 64 1.33 1.38
SS Fodder radish 1.37 0.0128 64 1.34 1.39
Ref Black oats 1.35 0.0128 64 1.33 1.38
LB Black oats 1.36 0.0128 64 1.33 1.39
SB Black oats 1.34 0.0128 64 1.32 1.37
SS Black oats 1.35 0.0128 64 1.33 1.38
Ref Tall fescue 1.36 0.0128 64 1.34 1.39
LB Tall fescue 1.37 0.0128 64 1.34 1.40
SB Tall fescue 1.35 0.0128 64 1.33 1.38
SS Tall fescue 1.36 0.0128 64 1.34 1.39
Results are averaged over the levels of: jaar
Confidence level used: 0.95
$contrasts
contrast estimate SE df t.ratio p.value
Ref Fodder radish - LB Fodder radish -0.009278 0.0148 64 -0.627 1.0000
Ref Fodder radish - SB Fodder radish 0.007278 0.0148 64 0.492 1.0000
Ref Fodder radish - SS Fodder radish 0.000333 0.0148 64 0.023 1.0000
Ref Fodder radish - Ref Black oats 0.014583 0.0128 64 1.138 0.9916
Ref Fodder radish - LB Black oats 0.005306 0.0196 64 0.271 1.0000
Ref Fodder radish - SB Black oats 0.021861 0.0196 64 1.116 0.9928
Ref Fodder radish - SS Black oats 0.014917 0.0196 64 0.762 0.9998
Ref Fodder radish - Ref Tall fescue 0.004708 0.0128 64 0.367 1.0000
Ref Fodder radish - LB Tall fescue -0.004569 0.0196 64 -0.233 1.0000
Ref Fodder radish - SB Tall fescue 0.011986 0.0196 64 0.612 1.0000
Ref Fodder radish - SS Tall fescue 0.005042 0.0196 64 0.257 1.0000
LB Fodder radish - SB Fodder radish 0.016556 0.0148 64 1.118 0.9927
LB Fodder radish - SS Fodder radish 0.009611 0.0148 64 0.649 1.0000
LB Fodder radish - Ref Black oats 0.023861 0.0196 64 1.218 0.9855
LB Fodder radish - LB Black oats 0.014583 0.0128 64 1.138 0.9916
LB Fodder radish - SB Black oats 0.031139 0.0196 64 1.590 0.9064
LB Fodder radish - SS Black oats 0.024194 0.0196 64 1.235 0.9838
LB Fodder radish - Ref Tall fescue 0.013986 0.0196 64 0.714 0.9999
LB Fodder radish - LB Tall fescue 0.004708 0.0128 64 0.367 1.0000
LB Fodder radish - SB Tall fescue 0.021264 0.0196 64 1.086 0.9943
LB Fodder radish - SS Tall fescue 0.014319 0.0196 64 0.731 0.9998
SB Fodder radish - SS Fodder radish -0.006944 0.0148 64 -0.469 1.0000
SB Fodder radish - Ref Black oats 0.007306 0.0196 64 0.373 1.0000
SB Fodder radish - LB Black oats -0.001972 0.0196 64 -0.101 1.0000
SB Fodder radish - SB Black oats 0.014583 0.0128 64 1.138 0.9916
SB Fodder radish - SS Black oats 0.007639 0.0196 64 0.390 1.0000
SB Fodder radish - Ref Tall fescue -0.002569 0.0196 64 -0.131 1.0000
SB Fodder radish - LB Tall fescue -0.011847 0.0196 64 -0.605 1.0000
SB Fodder radish - SB Tall fescue 0.004708 0.0128 64 0.367 1.0000
SB Fodder radish - SS Tall fescue -0.002236 0.0196 64 -0.114 1.0000
SS Fodder radish - Ref Black oats 0.014250 0.0196 64 0.728 0.9999
SS Fodder radish - LB Black oats 0.004972 0.0196 64 0.254 1.0000
SS Fodder radish - SB Black oats 0.021528 0.0196 64 1.099 0.9937
SS Fodder radish - SS Black oats 0.014583 0.0128 64 1.138 0.9916
SS Fodder radish - Ref Tall fescue 0.004375 0.0196 64 0.223 1.0000
SS Fodder radish - LB Tall fescue -0.004903 0.0196 64 -0.250 1.0000
SS Fodder radish - SB Tall fescue 0.011653 0.0196 64 0.595 1.0000
SS Fodder radish - SS Tall fescue 0.004708 0.0128 64 0.367 1.0000
Ref Black oats - LB Black oats -0.009278 0.0148 64 -0.627 1.0000
Ref Black oats - SB Black oats 0.007278 0.0148 64 0.492 1.0000
Ref Black oats - SS Black oats 0.000333 0.0148 64 0.023 1.0000
Ref Black oats - Ref Tall fescue -0.009875 0.0128 64 -0.770 0.9997
Ref Black oats - LB Tall fescue -0.019153 0.0196 64 -0.978 0.9977
Ref Black oats - SB Tall fescue -0.002597 0.0196 64 -0.133 1.0000
Ref Black oats - SS Tall fescue -0.009542 0.0196 64 -0.487 1.0000
LB Black oats - SB Black oats 0.016556 0.0148 64 1.118 0.9927
LB Black oats - SS Black oats 0.009611 0.0148 64 0.649 1.0000
LB Black oats - Ref Tall fescue -0.000597 0.0196 64 -0.030 1.0000
LB Black oats - LB Tall fescue -0.009875 0.0128 64 -0.770 0.9997
LB Black oats - SB Tall fescue 0.006681 0.0196 64 0.341 1.0000
LB Black oats - SS Tall fescue -0.000264 0.0196 64 -0.013 1.0000
SB Black oats - SS Black oats -0.006944 0.0148 64 -0.469 1.0000
SB Black oats - Ref Tall fescue -0.017153 0.0196 64 -0.876 0.9991
SB Black oats - LB Tall fescue -0.026431 0.0196 64 -1.350 0.9687
SB Black oats - SB Tall fescue -0.009875 0.0128 64 -0.770 0.9997
SB Black oats - SS Tall fescue -0.016819 0.0196 64 -0.859 0.9993
SS Black oats - Ref Tall fescue -0.010208 0.0196 64 -0.521 1.0000
SS Black oats - LB Tall fescue -0.019486 0.0196 64 -0.995 0.9973
SS Black oats - SB Tall fescue -0.002931 0.0196 64 -0.150 1.0000
SS Black oats - SS Tall fescue -0.009875 0.0128 64 -0.770 0.9997
Ref Tall fescue - LB Tall fescue -0.009278 0.0148 64 -0.627 1.0000
Ref Tall fescue - SB Tall fescue 0.007278 0.0148 64 0.492 1.0000
Ref Tall fescue - SS Tall fescue 0.000333 0.0148 64 0.023 1.0000
LB Tall fescue - SB Tall fescue 0.016556 0.0148 64 1.118 0.9927
LB Tall fescue - SS Tall fescue 0.009611 0.0148 64 0.649 1.0000
SB Tall fescue - SS Tall fescue -0.006944 0.0148 64 -0.469 1.0000
Results are averaged over the levels of: jaar
P value adjustment: tukey method for comparing a family of 12 estimates
$emmeans
jaar = 2021:
ondgr_bw gr_bem emmean SE df lower.CL upper.CL
Ref Fodder radish 1.40 0.0138 64 1.37 1.43
LB Fodder radish 1.41 0.0138 64 1.38 1.43
SB Fodder radish 1.39 0.0138 64 1.36 1.42
SS Fodder radish 1.40 0.0138 64 1.37 1.42
Ref Black oats 1.38 0.0138 64 1.36 1.41
LB Black oats 1.39 0.0138 64 1.36 1.42
SB Black oats 1.38 0.0138 64 1.35 1.40
SS Black oats 1.38 0.0138 64 1.35 1.41
Ref Tall fescue 1.39 0.0138 64 1.37 1.42
LB Tall fescue 1.40 0.0138 64 1.37 1.43
SB Tall fescue 1.39 0.0138 64 1.36 1.41
SS Tall fescue 1.39 0.0138 64 1.36 1.42
jaar = 2022:
ondgr_bw gr_bem emmean SE df lower.CL upper.CL
Ref Fodder radish 1.33 0.0138 64 1.31 1.36
LB Fodder radish 1.34 0.0138 64 1.32 1.37
SB Fodder radish 1.33 0.0138 64 1.30 1.35
SS Fodder radish 1.33 0.0138 64 1.31 1.36
Ref Black oats 1.32 0.0138 64 1.29 1.35
LB Black oats 1.33 0.0138 64 1.30 1.36
SB Black oats 1.31 0.0138 64 1.28 1.34
SS Black oats 1.32 0.0138 64 1.29 1.35
Ref Tall fescue 1.33 0.0138 64 1.30 1.36
LB Tall fescue 1.34 0.0138 64 1.31 1.37
SB Tall fescue 1.32 0.0138 64 1.29 1.35
SS Tall fescue 1.33 0.0138 64 1.30 1.36
Confidence level used: 0.95
$contrasts
jaar = 2021:
contrast estimate SE df t.ratio p.value
Ref Fodder radish - LB Fodder radish -0.009278 0.0148 64 -0.627 1.0000
Ref Fodder radish - SB Fodder radish 0.007278 0.0148 64 0.492 1.0000
Ref Fodder radish - SS Fodder radish 0.000333 0.0148 64 0.023 1.0000
Ref Fodder radish - Ref Black oats 0.014583 0.0128 64 1.138 0.9916
Ref Fodder radish - LB Black oats 0.005306 0.0196 64 0.271 1.0000
Ref Fodder radish - SB Black oats 0.021861 0.0196 64 1.116 0.9928
Ref Fodder radish - SS Black oats 0.014917 0.0196 64 0.762 0.9998
Ref Fodder radish - Ref Tall fescue 0.004708 0.0128 64 0.367 1.0000
Ref Fodder radish - LB Tall fescue -0.004569 0.0196 64 -0.233 1.0000
Ref Fodder radish - SB Tall fescue 0.011986 0.0196 64 0.612 1.0000
Ref Fodder radish - SS Tall fescue 0.005042 0.0196 64 0.257 1.0000
LB Fodder radish - SB Fodder radish 0.016556 0.0148 64 1.118 0.9927
LB Fodder radish - SS Fodder radish 0.009611 0.0148 64 0.649 1.0000
LB Fodder radish - Ref Black oats 0.023861 0.0196 64 1.218 0.9855
LB Fodder radish - LB Black oats 0.014583 0.0128 64 1.138 0.9916
LB Fodder radish - SB Black oats 0.031139 0.0196 64 1.590 0.9064
LB Fodder radish - SS Black oats 0.024194 0.0196 64 1.235 0.9838
LB Fodder radish - Ref Tall fescue 0.013986 0.0196 64 0.714 0.9999
LB Fodder radish - LB Tall fescue 0.004708 0.0128 64 0.367 1.0000
LB Fodder radish - SB Tall fescue 0.021264 0.0196 64 1.086 0.9943
LB Fodder radish - SS Tall fescue 0.014319 0.0196 64 0.731 0.9998
SB Fodder radish - SS Fodder radish -0.006944 0.0148 64 -0.469 1.0000
SB Fodder radish - Ref Black oats 0.007306 0.0196 64 0.373 1.0000
SB Fodder radish - LB Black oats -0.001972 0.0196 64 -0.101 1.0000
SB Fodder radish - SB Black oats 0.014583 0.0128 64 1.138 0.9916
SB Fodder radish - SS Black oats 0.007639 0.0196 64 0.390 1.0000
SB Fodder radish - Ref Tall fescue -0.002569 0.0196 64 -0.131 1.0000
SB Fodder radish - LB Tall fescue -0.011847 0.0196 64 -0.605 1.0000
SB Fodder radish - SB Tall fescue 0.004708 0.0128 64 0.367 1.0000
SB Fodder radish - SS Tall fescue -0.002236 0.0196 64 -0.114 1.0000
SS Fodder radish - Ref Black oats 0.014250 0.0196 64 0.728 0.9999
SS Fodder radish - LB Black oats 0.004972 0.0196 64 0.254 1.0000
SS Fodder radish - SB Black oats 0.021528 0.0196 64 1.099 0.9937
SS Fodder radish - SS Black oats 0.014583 0.0128 64 1.138 0.9916
SS Fodder radish - Ref Tall fescue 0.004375 0.0196 64 0.223 1.0000
SS Fodder radish - LB Tall fescue -0.004903 0.0196 64 -0.250 1.0000
SS Fodder radish - SB Tall fescue 0.011653 0.0196 64 0.595 1.0000
SS Fodder radish - SS Tall fescue 0.004708 0.0128 64 0.367 1.0000
Ref Black oats - LB Black oats -0.009278 0.0148 64 -0.627 1.0000
Ref Black oats - SB Black oats 0.007278 0.0148 64 0.492 1.0000
Ref Black oats - SS Black oats 0.000333 0.0148 64 0.023 1.0000
Ref Black oats - Ref Tall fescue -0.009875 0.0128 64 -0.770 0.9997
Ref Black oats - LB Tall fescue -0.019153 0.0196 64 -0.978 0.9977
Ref Black oats - SB Tall fescue -0.002597 0.0196 64 -0.133 1.0000
Ref Black oats - SS Tall fescue -0.009542 0.0196 64 -0.487 1.0000
LB Black oats - SB Black oats 0.016556 0.0148 64 1.118 0.9927
LB Black oats - SS Black oats 0.009611 0.0148 64 0.649 1.0000
LB Black oats - Ref Tall fescue -0.000597 0.0196 64 -0.030 1.0000
LB Black oats - LB Tall fescue -0.009875 0.0128 64 -0.770 0.9997
LB Black oats - SB Tall fescue 0.006681 0.0196 64 0.341 1.0000
LB Black oats - SS Tall fescue -0.000264 0.0196 64 -0.013 1.0000
SB Black oats - SS Black oats -0.006944 0.0148 64 -0.469 1.0000
SB Black oats - Ref Tall fescue -0.017153 0.0196 64 -0.876 0.9991
SB Black oats - LB Tall fescue -0.026431 0.0196 64 -1.350 0.9687
SB Black oats - SB Tall fescue -0.009875 0.0128 64 -0.770 0.9997
SB Black oats - SS Tall fescue -0.016819 0.0196 64 -0.859 0.9993
SS Black oats - Ref Tall fescue -0.010208 0.0196 64 -0.521 1.0000
SS Black oats - LB Tall fescue -0.019486 0.0196 64 -0.995 0.9973
SS Black oats - SB Tall fescue -0.002931 0.0196 64 -0.150 1.0000
SS Black oats - SS Tall fescue -0.009875 0.0128 64 -0.770 0.9997
Ref Tall fescue - LB Tall fescue -0.009278 0.0148 64 -0.627 1.0000
Ref Tall fescue - SB Tall fescue 0.007278 0.0148 64 0.492 1.0000
Ref Tall fescue - SS Tall fescue 0.000333 0.0148 64 0.023 1.0000
LB Tall fescue - SB Tall fescue 0.016556 0.0148 64 1.118 0.9927
LB Tall fescue - SS Tall fescue 0.009611 0.0148 64 0.649 1.0000
SB Tall fescue - SS Tall fescue -0.006944 0.0148 64 -0.469 1.0000
jaar = 2022:
contrast estimate SE df t.ratio p.value
Ref Fodder radish - LB Fodder radish -0.009278 0.0148 64 -0.627 1.0000
Ref Fodder radish - SB Fodder radish 0.007278 0.0148 64 0.492 1.0000
Ref Fodder radish - SS Fodder radish 0.000333 0.0148 64 0.023 1.0000
Ref Fodder radish - Ref Black oats 0.014583 0.0128 64 1.138 0.9916
Ref Fodder radish - LB Black oats 0.005306 0.0196 64 0.271 1.0000
Ref Fodder radish - SB Black oats 0.021861 0.0196 64 1.116 0.9928
Ref Fodder radish - SS Black oats 0.014917 0.0196 64 0.762 0.9998
Ref Fodder radish - Ref Tall fescue 0.004708 0.0128 64 0.367 1.0000
Ref Fodder radish - LB Tall fescue -0.004569 0.0196 64 -0.233 1.0000
Ref Fodder radish - SB Tall fescue 0.011986 0.0196 64 0.612 1.0000
Ref Fodder radish - SS Tall fescue 0.005042 0.0196 64 0.257 1.0000
LB Fodder radish - SB Fodder radish 0.016556 0.0148 64 1.118 0.9927
LB Fodder radish - SS Fodder radish 0.009611 0.0148 64 0.649 1.0000
LB Fodder radish - Ref Black oats 0.023861 0.0196 64 1.218 0.9855
LB Fodder radish - LB Black oats 0.014583 0.0128 64 1.138 0.9916
LB Fodder radish - SB Black oats 0.031139 0.0196 64 1.590 0.9064
LB Fodder radish - SS Black oats 0.024194 0.0196 64 1.235 0.9838
LB Fodder radish - Ref Tall fescue 0.013986 0.0196 64 0.714 0.9999
LB Fodder radish - LB Tall fescue 0.004708 0.0128 64 0.367 1.0000
LB Fodder radish - SB Tall fescue 0.021264 0.0196 64 1.086 0.9943
LB Fodder radish - SS Tall fescue 0.014319 0.0196 64 0.731 0.9998
SB Fodder radish - SS Fodder radish -0.006944 0.0148 64 -0.469 1.0000
SB Fodder radish - Ref Black oats 0.007306 0.0196 64 0.373 1.0000
SB Fodder radish - LB Black oats -0.001972 0.0196 64 -0.101 1.0000
SB Fodder radish - SB Black oats 0.014583 0.0128 64 1.138 0.9916
SB Fodder radish - SS Black oats 0.007639 0.0196 64 0.390 1.0000
SB Fodder radish - Ref Tall fescue -0.002569 0.0196 64 -0.131 1.0000
SB Fodder radish - LB Tall fescue -0.011847 0.0196 64 -0.605 1.0000
SB Fodder radish - SB Tall fescue 0.004708 0.0128 64 0.367 1.0000
SB Fodder radish - SS Tall fescue -0.002236 0.0196 64 -0.114 1.0000
SS Fodder radish - Ref Black oats 0.014250 0.0196 64 0.728 0.9999
SS Fodder radish - LB Black oats 0.004972 0.0196 64 0.254 1.0000
SS Fodder radish - SB Black oats 0.021528 0.0196 64 1.099 0.9937
SS Fodder radish - SS Black oats 0.014583 0.0128 64 1.138 0.9916
SS Fodder radish - Ref Tall fescue 0.004375 0.0196 64 0.223 1.0000
SS Fodder radish - LB Tall fescue -0.004903 0.0196 64 -0.250 1.0000
SS Fodder radish - SB Tall fescue 0.011653 0.0196 64 0.595 1.0000
SS Fodder radish - SS Tall fescue 0.004708 0.0128 64 0.367 1.0000
Ref Black oats - LB Black oats -0.009278 0.0148 64 -0.627 1.0000
Ref Black oats - SB Black oats 0.007278 0.0148 64 0.492 1.0000
Ref Black oats - SS Black oats 0.000333 0.0148 64 0.023 1.0000
Ref Black oats - Ref Tall fescue -0.009875 0.0128 64 -0.770 0.9997
Ref Black oats - LB Tall fescue -0.019153 0.0196 64 -0.978 0.9977
Ref Black oats - SB Tall fescue -0.002597 0.0196 64 -0.133 1.0000
Ref Black oats - SS Tall fescue -0.009542 0.0196 64 -0.487 1.0000
LB Black oats - SB Black oats 0.016556 0.0148 64 1.118 0.9927
LB Black oats - SS Black oats 0.009611 0.0148 64 0.649 1.0000
LB Black oats - Ref Tall fescue -0.000597 0.0196 64 -0.030 1.0000
LB Black oats - LB Tall fescue -0.009875 0.0128 64 -0.770 0.9997
LB Black oats - SB Tall fescue 0.006681 0.0196 64 0.341 1.0000
LB Black oats - SS Tall fescue -0.000264 0.0196 64 -0.013 1.0000
SB Black oats - SS Black oats -0.006944 0.0148 64 -0.469 1.0000
SB Black oats - Ref Tall fescue -0.017153 0.0196 64 -0.876 0.9991
SB Black oats - LB Tall fescue -0.026431 0.0196 64 -1.350 0.9687
SB Black oats - SB Tall fescue -0.009875 0.0128 64 -0.770 0.9997
SB Black oats - SS Tall fescue -0.016819 0.0196 64 -0.859 0.9993
SS Black oats - Ref Tall fescue -0.010208 0.0196 64 -0.521 1.0000
SS Black oats - LB Tall fescue -0.019486 0.0196 64 -0.995 0.9973
SS Black oats - SB Tall fescue -0.002931 0.0196 64 -0.150 1.0000
SS Black oats - SS Tall fescue -0.009875 0.0128 64 -0.770 0.9997
Ref Tall fescue - LB Tall fescue -0.009278 0.0148 64 -0.627 1.0000
Ref Tall fescue - SB Tall fescue 0.007278 0.0148 64 0.492 1.0000
Ref Tall fescue - SS Tall fescue 0.000333 0.0148 64 0.023 1.0000
LB Tall fescue - SB Tall fescue 0.016556 0.0148 64 1.118 0.9927
LB Tall fescue - SS Tall fescue 0.009611 0.0148 64 0.649 1.0000
SB Tall fescue - SS Tall fescue -0.006944 0.0148 64 -0.469 1.0000
P value adjustment: tukey method for comparing a family of 12 estimates
Fodder radish Black oats Tall fescue
Ref 6 6 6
Compost 0 0 0
LB 6 6 6
LB extensive 0 0 0
LB Sand 0 0 0
SB 6 6 6
SS 6 6 6
SS Caterpillar 0 0 0
Call:
lm(formula = bulk_gew_g_cm3 ~ ondgr_bw + gr_bem + jaar + blok,
data = dataset.20.25cm)
Coefficients:
(Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
1.321306 -0.001722 0.001889 0.011111
gr_bemBlack oats gr_bemTall fescue jaar2022 blok
0.023333 -0.007417 0.059583 0.006104
Analysis of Variance Table
Response: bulk_gew_g_cm3
Df Sum Sq Mean Sq F value Pr(>F)
ondgr_bw 3 0.001767 0.000589 0.1808 0.9090
gr_bem 2 0.012360 0.006180 1.8968 0.1584
jaar 1 0.063903 0.063903 19.6134 3.781e-05 ***
blok 1 0.001789 0.001789 0.5489 0.4615
Residuals 64 0.208520 0.003258
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Exact one-sample Kolmogorov-Smirnov test
data: resid(md)
D = 0.13225, p-value = 0.1472
alternative hypothesis: two-sided
$emmeans
ondgr_bw gr_bem emmean SE df lower.CL upper.CL
Ref Fodder radish 1.36 0.0165 64 1.33 1.40
LB Fodder radish 1.36 0.0165 64 1.33 1.39
SB Fodder radish 1.37 0.0165 64 1.33 1.40
SS Fodder radish 1.37 0.0165 64 1.34 1.41
Ref Black oats 1.39 0.0165 64 1.35 1.42
LB Black oats 1.38 0.0165 64 1.35 1.42
SB Black oats 1.39 0.0165 64 1.36 1.42
SS Black oats 1.40 0.0165 64 1.36 1.43
Ref Tall fescue 1.36 0.0165 64 1.32 1.39
LB Tall fescue 1.35 0.0165 64 1.32 1.39
SB Tall fescue 1.36 0.0165 64 1.32 1.39
SS Tall fescue 1.37 0.0165 64 1.33 1.40
Results are averaged over the levels of: jaar
Confidence level used: 0.95
$contrasts
contrast estimate SE df t.ratio p.value
Ref Fodder radish - LB Fodder radish 0.00172 0.0190 64 0.091 1.0000
Ref Fodder radish - SB Fodder radish -0.00189 0.0190 64 -0.099 1.0000
Ref Fodder radish - SS Fodder radish -0.01111 0.0190 64 -0.584 1.0000
Ref Fodder radish - Ref Black oats -0.02333 0.0165 64 -1.416 0.9560
Ref Fodder radish - LB Black oats -0.02161 0.0252 64 -0.859 0.9993
Ref Fodder radish - SB Black oats -0.02522 0.0252 64 -1.002 0.9971
Ref Fodder radish - SS Black oats -0.03444 0.0252 64 -1.368 0.9654
Ref Fodder radish - Ref Tall fescue 0.00742 0.0165 64 0.450 1.0000
Ref Fodder radish - LB Tall fescue 0.00914 0.0252 64 0.363 1.0000
Ref Fodder radish - SB Tall fescue 0.00553 0.0252 64 0.220 1.0000
Ref Fodder radish - SS Tall fescue -0.00369 0.0252 64 -0.147 1.0000
LB Fodder radish - SB Fodder radish -0.00361 0.0190 64 -0.190 1.0000
LB Fodder radish - SS Fodder radish -0.01283 0.0190 64 -0.674 0.9999
LB Fodder radish - Ref Black oats -0.02506 0.0252 64 -0.995 0.9973
LB Fodder radish - LB Black oats -0.02333 0.0165 64 -1.416 0.9560
LB Fodder radish - SB Black oats -0.02694 0.0252 64 -1.071 0.9949
LB Fodder radish - SS Black oats -0.03617 0.0252 64 -1.437 0.9514
LB Fodder radish - Ref Tall fescue 0.00569 0.0252 64 0.226 1.0000
LB Fodder radish - LB Tall fescue 0.00742 0.0165 64 0.450 1.0000
LB Fodder radish - SB Tall fescue 0.00381 0.0252 64 0.151 1.0000
LB Fodder radish - SS Tall fescue -0.00542 0.0252 64 -0.215 1.0000
SB Fodder radish - SS Fodder radish -0.00922 0.0190 64 -0.485 1.0000
SB Fodder radish - Ref Black oats -0.02144 0.0252 64 -0.852 0.9993
SB Fodder radish - LB Black oats -0.01972 0.0252 64 -0.784 0.9997
SB Fodder radish - SB Black oats -0.02333 0.0165 64 -1.416 0.9560
SB Fodder radish - SS Black oats -0.03256 0.0252 64 -1.293 0.9771
SB Fodder radish - Ref Tall fescue 0.00931 0.0252 64 0.370 1.0000
SB Fodder radish - LB Tall fescue 0.01103 0.0252 64 0.438 1.0000
SB Fodder radish - SB Tall fescue 0.00742 0.0165 64 0.450 1.0000
SB Fodder radish - SS Tall fescue -0.00181 0.0252 64 -0.072 1.0000
SS Fodder radish - Ref Black oats -0.01222 0.0252 64 -0.486 1.0000
SS Fodder radish - LB Black oats -0.01050 0.0252 64 -0.417 1.0000
SS Fodder radish - SB Black oats -0.01411 0.0252 64 -0.561 1.0000
SS Fodder radish - SS Black oats -0.02333 0.0165 64 -1.416 0.9560
SS Fodder radish - Ref Tall fescue 0.01853 0.0252 64 0.736 0.9998
SS Fodder radish - LB Tall fescue 0.02025 0.0252 64 0.805 0.9996
SS Fodder radish - SB Tall fescue 0.01664 0.0252 64 0.661 0.9999
SS Fodder radish - SS Tall fescue 0.00742 0.0165 64 0.450 1.0000
Ref Black oats - LB Black oats 0.00172 0.0190 64 0.091 1.0000
Ref Black oats - SB Black oats -0.00189 0.0190 64 -0.099 1.0000
Ref Black oats - SS Black oats -0.01111 0.0190 64 -0.584 1.0000
Ref Black oats - Ref Tall fescue 0.03075 0.0165 64 1.866 0.7748
Ref Black oats - LB Tall fescue 0.03247 0.0252 64 1.290 0.9775
Ref Black oats - SB Tall fescue 0.02886 0.0252 64 1.147 0.9911
Ref Black oats - SS Tall fescue 0.01964 0.0252 64 0.780 0.9997
LB Black oats - SB Black oats -0.00361 0.0190 64 -0.190 1.0000
LB Black oats - SS Black oats -0.01283 0.0190 64 -0.674 0.9999
LB Black oats - Ref Tall fescue 0.02903 0.0252 64 1.153 0.9906
LB Black oats - LB Tall fescue 0.03075 0.0165 64 1.866 0.7748
LB Black oats - SB Tall fescue 0.02714 0.0252 64 1.078 0.9946
LB Black oats - SS Tall fescue 0.01792 0.0252 64 0.712 0.9999
SB Black oats - SS Black oats -0.00922 0.0190 64 -0.485 1.0000
SB Black oats - Ref Tall fescue 0.03264 0.0252 64 1.297 0.9766
SB Black oats - LB Tall fescue 0.03436 0.0252 64 1.365 0.9660
SB Black oats - SB Tall fescue 0.03075 0.0165 64 1.866 0.7748
SB Black oats - SS Tall fescue 0.02153 0.0252 64 0.855 0.9993
SS Black oats - Ref Tall fescue 0.04186 0.0252 64 1.663 0.8778
SS Black oats - LB Tall fescue 0.04358 0.0252 64 1.732 0.8468
SS Black oats - SB Tall fescue 0.03997 0.0252 64 1.588 0.9071
SS Black oats - SS Tall fescue 0.03075 0.0165 64 1.866 0.7748
Ref Tall fescue - LB Tall fescue 0.00172 0.0190 64 0.091 1.0000
Ref Tall fescue - SB Tall fescue -0.00189 0.0190 64 -0.099 1.0000
Ref Tall fescue - SS Tall fescue -0.01111 0.0190 64 -0.584 1.0000
LB Tall fescue - SB Tall fescue -0.00361 0.0190 64 -0.190 1.0000
LB Tall fescue - SS Tall fescue -0.01283 0.0190 64 -0.674 0.9999
SB Tall fescue - SS Tall fescue -0.00922 0.0190 64 -0.485 1.0000
Results are averaged over the levels of: jaar
P value adjustment: tukey method for comparing a family of 12 estimates
$emmeans
jaar = 2021:
ondgr_bw gr_bem emmean SE df lower.CL upper.CL
Ref Fodder radish 1.33 0.0178 64 1.30 1.37
LB Fodder radish 1.33 0.0178 64 1.30 1.37
SB Fodder radish 1.34 0.0178 64 1.30 1.37
SS Fodder radish 1.34 0.0178 64 1.31 1.38
Ref Black oats 1.36 0.0178 64 1.32 1.39
LB Black oats 1.36 0.0178 64 1.32 1.39
SB Black oats 1.36 0.0178 64 1.32 1.39
SS Black oats 1.37 0.0178 64 1.33 1.40
Ref Tall fescue 1.33 0.0178 64 1.29 1.36
LB Tall fescue 1.32 0.0178 64 1.29 1.36
SB Tall fescue 1.33 0.0178 64 1.29 1.36
SS Tall fescue 1.34 0.0178 64 1.30 1.37
jaar = 2022:
ondgr_bw gr_bem emmean SE df lower.CL upper.CL
Ref Fodder radish 1.39 0.0178 64 1.36 1.43
LB Fodder radish 1.39 0.0178 64 1.36 1.43
SB Fodder radish 1.39 0.0178 64 1.36 1.43
SS Fodder radish 1.40 0.0178 64 1.37 1.44
Ref Black oats 1.42 0.0178 64 1.38 1.45
LB Black oats 1.41 0.0178 64 1.38 1.45
SB Black oats 1.42 0.0178 64 1.38 1.45
SS Black oats 1.43 0.0178 64 1.39 1.46
Ref Tall fescue 1.39 0.0178 64 1.35 1.42
LB Tall fescue 1.38 0.0178 64 1.35 1.42
SB Tall fescue 1.39 0.0178 64 1.35 1.42
SS Tall fescue 1.40 0.0178 64 1.36 1.43
Confidence level used: 0.95
$contrasts
jaar = 2021:
contrast estimate SE df t.ratio p.value
Ref Fodder radish - LB Fodder radish 0.00172 0.0190 64 0.091 1.0000
Ref Fodder radish - SB Fodder radish -0.00189 0.0190 64 -0.099 1.0000
Ref Fodder radish - SS Fodder radish -0.01111 0.0190 64 -0.584 1.0000
Ref Fodder radish - Ref Black oats -0.02333 0.0165 64 -1.416 0.9560
Ref Fodder radish - LB Black oats -0.02161 0.0252 64 -0.859 0.9993
Ref Fodder radish - SB Black oats -0.02522 0.0252 64 -1.002 0.9971
Ref Fodder radish - SS Black oats -0.03444 0.0252 64 -1.368 0.9654
Ref Fodder radish - Ref Tall fescue 0.00742 0.0165 64 0.450 1.0000
Ref Fodder radish - LB Tall fescue 0.00914 0.0252 64 0.363 1.0000
Ref Fodder radish - SB Tall fescue 0.00553 0.0252 64 0.220 1.0000
Ref Fodder radish - SS Tall fescue -0.00369 0.0252 64 -0.147 1.0000
LB Fodder radish - SB Fodder radish -0.00361 0.0190 64 -0.190 1.0000
LB Fodder radish - SS Fodder radish -0.01283 0.0190 64 -0.674 0.9999
LB Fodder radish - Ref Black oats -0.02506 0.0252 64 -0.995 0.9973
LB Fodder radish - LB Black oats -0.02333 0.0165 64 -1.416 0.9560
LB Fodder radish - SB Black oats -0.02694 0.0252 64 -1.071 0.9949
LB Fodder radish - SS Black oats -0.03617 0.0252 64 -1.437 0.9514
LB Fodder radish - Ref Tall fescue 0.00569 0.0252 64 0.226 1.0000
LB Fodder radish - LB Tall fescue 0.00742 0.0165 64 0.450 1.0000
LB Fodder radish - SB Tall fescue 0.00381 0.0252 64 0.151 1.0000
LB Fodder radish - SS Tall fescue -0.00542 0.0252 64 -0.215 1.0000
SB Fodder radish - SS Fodder radish -0.00922 0.0190 64 -0.485 1.0000
SB Fodder radish - Ref Black oats -0.02144 0.0252 64 -0.852 0.9993
SB Fodder radish - LB Black oats -0.01972 0.0252 64 -0.784 0.9997
SB Fodder radish - SB Black oats -0.02333 0.0165 64 -1.416 0.9560
SB Fodder radish - SS Black oats -0.03256 0.0252 64 -1.293 0.9771
SB Fodder radish - Ref Tall fescue 0.00931 0.0252 64 0.370 1.0000
SB Fodder radish - LB Tall fescue 0.01103 0.0252 64 0.438 1.0000
SB Fodder radish - SB Tall fescue 0.00742 0.0165 64 0.450 1.0000
SB Fodder radish - SS Tall fescue -0.00181 0.0252 64 -0.072 1.0000
SS Fodder radish - Ref Black oats -0.01222 0.0252 64 -0.486 1.0000
SS Fodder radish - LB Black oats -0.01050 0.0252 64 -0.417 1.0000
SS Fodder radish - SB Black oats -0.01411 0.0252 64 -0.561 1.0000
SS Fodder radish - SS Black oats -0.02333 0.0165 64 -1.416 0.9560
SS Fodder radish - Ref Tall fescue 0.01853 0.0252 64 0.736 0.9998
SS Fodder radish - LB Tall fescue 0.02025 0.0252 64 0.805 0.9996
SS Fodder radish - SB Tall fescue 0.01664 0.0252 64 0.661 0.9999
SS Fodder radish - SS Tall fescue 0.00742 0.0165 64 0.450 1.0000
Ref Black oats - LB Black oats 0.00172 0.0190 64 0.091 1.0000
Ref Black oats - SB Black oats -0.00189 0.0190 64 -0.099 1.0000
Ref Black oats - SS Black oats -0.01111 0.0190 64 -0.584 1.0000
Ref Black oats - Ref Tall fescue 0.03075 0.0165 64 1.866 0.7748
Ref Black oats - LB Tall fescue 0.03247 0.0252 64 1.290 0.9775
Ref Black oats - SB Tall fescue 0.02886 0.0252 64 1.147 0.9911
Ref Black oats - SS Tall fescue 0.01964 0.0252 64 0.780 0.9997
LB Black oats - SB Black oats -0.00361 0.0190 64 -0.190 1.0000
LB Black oats - SS Black oats -0.01283 0.0190 64 -0.674 0.9999
LB Black oats - Ref Tall fescue 0.02903 0.0252 64 1.153 0.9906
LB Black oats - LB Tall fescue 0.03075 0.0165 64 1.866 0.7748
LB Black oats - SB Tall fescue 0.02714 0.0252 64 1.078 0.9946
LB Black oats - SS Tall fescue 0.01792 0.0252 64 0.712 0.9999
SB Black oats - SS Black oats -0.00922 0.0190 64 -0.485 1.0000
SB Black oats - Ref Tall fescue 0.03264 0.0252 64 1.297 0.9766
SB Black oats - LB Tall fescue 0.03436 0.0252 64 1.365 0.9660
SB Black oats - SB Tall fescue 0.03075 0.0165 64 1.866 0.7748
SB Black oats - SS Tall fescue 0.02153 0.0252 64 0.855 0.9993
SS Black oats - Ref Tall fescue 0.04186 0.0252 64 1.663 0.8778
SS Black oats - LB Tall fescue 0.04358 0.0252 64 1.732 0.8468
SS Black oats - SB Tall fescue 0.03997 0.0252 64 1.588 0.9071
SS Black oats - SS Tall fescue 0.03075 0.0165 64 1.866 0.7748
Ref Tall fescue - LB Tall fescue 0.00172 0.0190 64 0.091 1.0000
Ref Tall fescue - SB Tall fescue -0.00189 0.0190 64 -0.099 1.0000
Ref Tall fescue - SS Tall fescue -0.01111 0.0190 64 -0.584 1.0000
LB Tall fescue - SB Tall fescue -0.00361 0.0190 64 -0.190 1.0000
LB Tall fescue - SS Tall fescue -0.01283 0.0190 64 -0.674 0.9999
SB Tall fescue - SS Tall fescue -0.00922 0.0190 64 -0.485 1.0000
jaar = 2022:
contrast estimate SE df t.ratio p.value
Ref Fodder radish - LB Fodder radish 0.00172 0.0190 64 0.091 1.0000
Ref Fodder radish - SB Fodder radish -0.00189 0.0190 64 -0.099 1.0000
Ref Fodder radish - SS Fodder radish -0.01111 0.0190 64 -0.584 1.0000
Ref Fodder radish - Ref Black oats -0.02333 0.0165 64 -1.416 0.9560
Ref Fodder radish - LB Black oats -0.02161 0.0252 64 -0.859 0.9993
Ref Fodder radish - SB Black oats -0.02522 0.0252 64 -1.002 0.9971
Ref Fodder radish - SS Black oats -0.03444 0.0252 64 -1.368 0.9654
Ref Fodder radish - Ref Tall fescue 0.00742 0.0165 64 0.450 1.0000
Ref Fodder radish - LB Tall fescue 0.00914 0.0252 64 0.363 1.0000
Ref Fodder radish - SB Tall fescue 0.00553 0.0252 64 0.220 1.0000
Ref Fodder radish - SS Tall fescue -0.00369 0.0252 64 -0.147 1.0000
LB Fodder radish - SB Fodder radish -0.00361 0.0190 64 -0.190 1.0000
LB Fodder radish - SS Fodder radish -0.01283 0.0190 64 -0.674 0.9999
LB Fodder radish - Ref Black oats -0.02506 0.0252 64 -0.995 0.9973
LB Fodder radish - LB Black oats -0.02333 0.0165 64 -1.416 0.9560
LB Fodder radish - SB Black oats -0.02694 0.0252 64 -1.071 0.9949
LB Fodder radish - SS Black oats -0.03617 0.0252 64 -1.437 0.9514
LB Fodder radish - Ref Tall fescue 0.00569 0.0252 64 0.226 1.0000
LB Fodder radish - LB Tall fescue 0.00742 0.0165 64 0.450 1.0000
LB Fodder radish - SB Tall fescue 0.00381 0.0252 64 0.151 1.0000
LB Fodder radish - SS Tall fescue -0.00542 0.0252 64 -0.215 1.0000
SB Fodder radish - SS Fodder radish -0.00922 0.0190 64 -0.485 1.0000
SB Fodder radish - Ref Black oats -0.02144 0.0252 64 -0.852 0.9993
SB Fodder radish - LB Black oats -0.01972 0.0252 64 -0.784 0.9997
SB Fodder radish - SB Black oats -0.02333 0.0165 64 -1.416 0.9560
SB Fodder radish - SS Black oats -0.03256 0.0252 64 -1.293 0.9771
SB Fodder radish - Ref Tall fescue 0.00931 0.0252 64 0.370 1.0000
SB Fodder radish - LB Tall fescue 0.01103 0.0252 64 0.438 1.0000
SB Fodder radish - SB Tall fescue 0.00742 0.0165 64 0.450 1.0000
SB Fodder radish - SS Tall fescue -0.00181 0.0252 64 -0.072 1.0000
SS Fodder radish - Ref Black oats -0.01222 0.0252 64 -0.486 1.0000
SS Fodder radish - LB Black oats -0.01050 0.0252 64 -0.417 1.0000
SS Fodder radish - SB Black oats -0.01411 0.0252 64 -0.561 1.0000
SS Fodder radish - SS Black oats -0.02333 0.0165 64 -1.416 0.9560
SS Fodder radish - Ref Tall fescue 0.01853 0.0252 64 0.736 0.9998
SS Fodder radish - LB Tall fescue 0.02025 0.0252 64 0.805 0.9996
SS Fodder radish - SB Tall fescue 0.01664 0.0252 64 0.661 0.9999
SS Fodder radish - SS Tall fescue 0.00742 0.0165 64 0.450 1.0000
Ref Black oats - LB Black oats 0.00172 0.0190 64 0.091 1.0000
Ref Black oats - SB Black oats -0.00189 0.0190 64 -0.099 1.0000
Ref Black oats - SS Black oats -0.01111 0.0190 64 -0.584 1.0000
Ref Black oats - Ref Tall fescue 0.03075 0.0165 64 1.866 0.7748
Ref Black oats - LB Tall fescue 0.03247 0.0252 64 1.290 0.9775
Ref Black oats - SB Tall fescue 0.02886 0.0252 64 1.147 0.9911
Ref Black oats - SS Tall fescue 0.01964 0.0252 64 0.780 0.9997
LB Black oats - SB Black oats -0.00361 0.0190 64 -0.190 1.0000
LB Black oats - SS Black oats -0.01283 0.0190 64 -0.674 0.9999
LB Black oats - Ref Tall fescue 0.02903 0.0252 64 1.153 0.9906
LB Black oats - LB Tall fescue 0.03075 0.0165 64 1.866 0.7748
LB Black oats - SB Tall fescue 0.02714 0.0252 64 1.078 0.9946
LB Black oats - SS Tall fescue 0.01792 0.0252 64 0.712 0.9999
SB Black oats - SS Black oats -0.00922 0.0190 64 -0.485 1.0000
SB Black oats - Ref Tall fescue 0.03264 0.0252 64 1.297 0.9766
SB Black oats - LB Tall fescue 0.03436 0.0252 64 1.365 0.9660
SB Black oats - SB Tall fescue 0.03075 0.0165 64 1.866 0.7748
SB Black oats - SS Tall fescue 0.02153 0.0252 64 0.855 0.9993
SS Black oats - Ref Tall fescue 0.04186 0.0252 64 1.663 0.8778
SS Black oats - LB Tall fescue 0.04358 0.0252 64 1.732 0.8468
SS Black oats - SB Tall fescue 0.03997 0.0252 64 1.588 0.9071
SS Black oats - SS Tall fescue 0.03075 0.0165 64 1.866 0.7748
Ref Tall fescue - LB Tall fescue 0.00172 0.0190 64 0.091 1.0000
Ref Tall fescue - SB Tall fescue -0.00189 0.0190 64 -0.099 1.0000
Ref Tall fescue - SS Tall fescue -0.01111 0.0190 64 -0.584 1.0000
LB Tall fescue - SB Tall fescue -0.00361 0.0190 64 -0.190 1.0000
LB Tall fescue - SS Tall fescue -0.01283 0.0190 64 -0.674 0.9999
SB Tall fescue - SS Tall fescue -0.00922 0.0190 64 -0.485 1.0000
P value adjustment: tukey method for comparing a family of 12 estimates
Ref Compost LB LB extensive LB Sand
4 4 0 4 4
SB SS SS Caterpillar
0 0 6
Ref Compost LB LB extensive LB Sand
4 4 0 4 4
SB SS SS Caterpillar
0 0 6
wortels_loof | ondgr_bw | gr_bem | name |
---|---|---|---|
grond 20-25 cm | Ref | Fodder radish | 1.364833 |
grond 20-25 cm | Ref | Black oats | 1.376167 |
grond 20-25 cm | Ref | Tall fescue | 1.364833 |
grond 20-25 cm | Ref | NA | 1.367250 |
grond 20-25 cm | Compost | NA | 1.351250 |
grond 20-25 cm | LB | Fodder radish | 1.345333 |
grond 20-25 cm | LB | Black oats | 1.373833 |
grond 20-25 cm | LB | Tall fescue | 1.381500 |
grond 20-25 cm | LB extensive | NA | 1.359000 |
grond 20-25 cm | LB Sand | NA | 1.379500 |
grond 20-25 cm | SB | Fodder radish | 1.362833 |
grond 20-25 cm | SB | Black oats | 1.406833 |
grond 20-25 cm | SB | Tall fescue | 1.341833 |
grond 20-25 cm | SS | Fodder radish | 1.391500 |
grond 20-25 cm | SS | Black oats | 1.401000 |
grond 20-25 cm | SS | Tall fescue | 1.346667 |
grond 20-25 cm | SS Caterpillar | NA | 1.389833 |
grond 5-10 cm | Ref | Fodder radish | 1.379667 |
grond 5-10 cm | Ref | Black oats | 1.353833 |
grond 5-10 cm | Ref | Tall fescue | 1.344333 |
grond 5-10 cm | Ref | NA | 1.327250 |
grond 5-10 cm | Compost | NA | 1.336250 |
grond 5-10 cm | LB | Fodder radish | 1.366000 |
grond 5-10 cm | LB | Black oats | 1.352333 |
grond 5-10 cm | LB | Tall fescue | 1.387333 |
grond 5-10 cm | LB extensive | NA | 1.348000 |
grond 5-10 cm | LB Sand | NA | 1.335250 |
grond 5-10 cm | SB | Fodder radish | 1.353000 |
grond 5-10 cm | SB | Black oats | 1.340667 |
grond 5-10 cm | SB | Tall fescue | 1.362333 |
grond 5-10 cm | SS | Fodder radish | 1.365833 |
grond 5-10 cm | SS | Black oats | 1.359333 |
grond 5-10 cm | SS | Tall fescue | 1.351667 |
grond 5-10 cm | SS Caterpillar | NA | 1.324833 |