General results
0 - 05cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 0.4558642 -0.0070988 0.0405864 0.0274691
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## 0.0026620 0.0474537 0.0003472 -0.2727623
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 0.02742 0.00914 1.1443 0.3381
## gr_bem 2 0.03412 0.01706 2.1360 0.1265
## blok 1 0.00001 0.00001 0.0007 0.9786
## jaar 1 1.33919 1.33919 167.6646 <2e-16 ***
## Residuals 64 0.51119 0.00799
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.10141, p-value = 0.4217
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 0.337 0.0211 64 0.295 0.379
## LB 0.330 0.0211 64 0.288 0.372
## SB 0.377 0.0211 64 0.335 0.420
## SS 0.364 0.0211 64 0.322 0.406
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.0071 0.0298 64 0.238 0.9952
## Ref - SB -0.0406 0.0298 64 -1.362 0.5273
## Ref - SS -0.0275 0.0298 64 -0.922 0.7932
## LB - SB -0.0477 0.0298 64 -1.601 0.3855
## LB - SS -0.0346 0.0298 64 -1.160 0.6538
## SB - SS 0.0131 0.0298 64 0.440 0.9712
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 0.335 0.0182 64 0.299 0.372
## Black oats 0.338 0.0182 64 0.302 0.375
## Tall fescue 0.383 0.0182 64 0.346 0.419
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats -0.00266 0.0258 64 -0.103 0.9941
## Fodder radish - Tall fescue -0.04745 0.0258 64 -1.839 0.1651
## Black oats - Tall fescue -0.04479 0.0258 64 -1.736 0.1998
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 0.320 0.0258 64 0.269 0.372
## LB Fodder radish 0.313 0.0258 64 0.262 0.365
## SB Fodder radish 0.361 0.0258 64 0.309 0.412
## SS Fodder radish 0.348 0.0258 64 0.296 0.399
## Ref Black oats 0.323 0.0258 64 0.271 0.374
## LB Black oats 0.316 0.0258 64 0.264 0.367
## SB Black oats 0.363 0.0258 64 0.312 0.415
## SS Black oats 0.350 0.0258 64 0.299 0.402
## Ref Tall fescue 0.368 0.0258 64 0.316 0.419
## LB Tall fescue 0.361 0.0258 64 0.309 0.412
## SB Tall fescue 0.408 0.0258 64 0.357 0.460
## SS Tall fescue 0.395 0.0258 64 0.344 0.447
##
## 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 0.007099 0.0298 64 0.238 1.0000
## Ref Fodder radish - SB Fodder radish -0.040586 0.0298 64 -1.362 0.9665
## Ref Fodder radish - SS Fodder radish -0.027469 0.0298 64 -0.922 0.9986
## Ref Fodder radish - Ref Black oats -0.002662 0.0258 64 -0.103 1.0000
## Ref Fodder radish - LB Black oats 0.004437 0.0394 64 0.113 1.0000
## Ref Fodder radish - SB Black oats -0.043248 0.0394 64 -1.097 0.9938
## Ref Fodder radish - SS Black oats -0.030131 0.0394 64 -0.765 0.9998
## Ref Fodder radish - Ref Tall fescue -0.047454 0.0258 64 -1.839 0.7902
## Ref Fodder radish - LB Tall fescue -0.040355 0.0394 64 -1.024 0.9965
## Ref Fodder radish - SB Tall fescue -0.088040 0.0394 64 -2.234 0.5323
## Ref Fodder radish - SS Tall fescue -0.074923 0.0394 64 -1.901 0.7540
## LB Fodder radish - SB Fodder radish -0.047685 0.0298 64 -1.601 0.9025
## LB Fodder radish - SS Fodder radish -0.034568 0.0298 64 -1.160 0.9902
## LB Fodder radish - Ref Black oats -0.009761 0.0394 64 -0.248 1.0000
## LB Fodder radish - LB Black oats -0.002662 0.0258 64 -0.103 1.0000
## LB Fodder radish - SB Black oats -0.050347 0.0394 64 -1.278 0.9791
## LB Fodder radish - SS Black oats -0.037230 0.0394 64 -0.945 0.9983
## LB Fodder radish - Ref Tall fescue -0.054552 0.0394 64 -1.384 0.9625
## LB Fodder radish - LB Tall fescue -0.047454 0.0258 64 -1.839 0.7902
## LB Fodder radish - SB Tall fescue -0.095139 0.0394 64 -2.414 0.4120
## LB Fodder radish - SS Tall fescue -0.082022 0.0394 64 -2.081 0.6373
## SB Fodder radish - SS Fodder radish 0.013117 0.0298 64 0.440 1.0000
## SB Fodder radish - Ref Black oats 0.037924 0.0394 64 0.962 0.9980
## SB Fodder radish - LB Black oats 0.045023 0.0394 64 1.142 0.9913
## SB Fodder radish - SB Black oats -0.002662 0.0258 64 -0.103 1.0000
## SB Fodder radish - SS Black oats 0.010455 0.0394 64 0.265 1.0000
## SB Fodder radish - Ref Tall fescue -0.006867 0.0394 64 -0.174 1.0000
## SB Fodder radish - LB Tall fescue 0.000231 0.0394 64 0.006 1.0000
## SB Fodder radish - SB Tall fescue -0.047454 0.0258 64 -1.839 0.7902
## SB Fodder radish - SS Tall fescue -0.034336 0.0394 64 -0.871 0.9992
## SS Fodder radish - Ref Black oats 0.024807 0.0394 64 0.629 1.0000
## SS Fodder radish - LB Black oats 0.031906 0.0394 64 0.810 0.9996
## SS Fodder radish - SB Black oats -0.015779 0.0394 64 -0.400 1.0000
## SS Fodder radish - SS Black oats -0.002662 0.0258 64 -0.103 1.0000
## SS Fodder radish - Ref Tall fescue -0.019985 0.0394 64 -0.507 1.0000
## SS Fodder radish - LB Tall fescue -0.012886 0.0394 64 -0.327 1.0000
## SS Fodder radish - SB Tall fescue -0.060571 0.0394 64 -1.537 0.9242
## SS Fodder radish - SS Tall fescue -0.047454 0.0258 64 -1.839 0.7902
## Ref Black oats - LB Black oats 0.007099 0.0298 64 0.238 1.0000
## Ref Black oats - SB Black oats -0.040586 0.0298 64 -1.362 0.9665
## Ref Black oats - SS Black oats -0.027469 0.0298 64 -0.922 0.9986
## Ref Black oats - Ref Tall fescue -0.044792 0.0258 64 -1.736 0.8445
## Ref Black oats - LB Tall fescue -0.037693 0.0394 64 -0.956 0.9981
## Ref Black oats - SB Tall fescue -0.085378 0.0394 64 -2.166 0.5789
## Ref Black oats - SS Tall fescue -0.072261 0.0394 64 -1.834 0.7934
## LB Black oats - SB Black oats -0.047685 0.0298 64 -1.601 0.9025
## LB Black oats - SS Black oats -0.034568 0.0298 64 -1.160 0.9902
## LB Black oats - Ref Tall fescue -0.051890 0.0394 64 -1.317 0.9738
## LB Black oats - LB Tall fescue -0.044792 0.0258 64 -1.736 0.8445
## LB Black oats - SB Tall fescue -0.092477 0.0394 64 -2.347 0.4560
## LB Black oats - SS Tall fescue -0.079360 0.0394 64 -2.014 0.6826
## SB Black oats - SS Black oats 0.013117 0.0298 64 0.440 1.0000
## SB Black oats - Ref Tall fescue -0.004205 0.0394 64 -0.107 1.0000
## SB Black oats - LB Tall fescue 0.002894 0.0394 64 0.073 1.0000
## SB Black oats - SB Tall fescue -0.044792 0.0258 64 -1.736 0.8445
## SB Black oats - SS Tall fescue -0.031674 0.0394 64 -0.804 0.9996
## SS Black oats - Ref Tall fescue -0.017323 0.0394 64 -0.440 1.0000
## SS Black oats - LB Tall fescue -0.010224 0.0394 64 -0.259 1.0000
## SS Black oats - SB Tall fescue -0.057909 0.0394 64 -1.469 0.9434
## SS Black oats - SS Tall fescue -0.044792 0.0258 64 -1.736 0.8445
## Ref Tall fescue - LB Tall fescue 0.007099 0.0298 64 0.238 1.0000
## Ref Tall fescue - SB Tall fescue -0.040586 0.0298 64 -1.362 0.9665
## Ref Tall fescue - SS Tall fescue -0.027469 0.0298 64 -0.922 0.9986
## LB Tall fescue - SB Tall fescue -0.047685 0.0298 64 -1.601 0.9025
## LB Tall fescue - SS Tall fescue -0.034568 0.0298 64 -1.160 0.9902
## SB Tall fescue - SS Tall fescue 0.013117 0.0298 64 0.440 1.0000
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
06 - 10cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 0.778333 -0.053889 -0.042037 -0.079815
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.029306 0.049028 0.003542 -0.333241
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 0.05977 0.01992 0.8961 0.4481
## gr_bem 2 0.07519 0.03759 1.6910 0.1925
## blok 1 0.00060 0.00060 0.0271 0.8698
## jaar 1 1.99889 1.99889 89.9110 8.212e-14 ***
## Residuals 64 1.42284 0.02223
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.093199, p-value = 0.5286
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 0.625 0.0351 64 0.555 0.696
## LB 0.571 0.0351 64 0.501 0.642
## SB 0.583 0.0351 64 0.513 0.654
## SS 0.546 0.0351 64 0.475 0.616
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.0539 0.0497 64 1.084 0.7003
## Ref - SB 0.0420 0.0497 64 0.846 0.8323
## Ref - SS 0.0798 0.0497 64 1.606 0.3826
## LB - SB -0.0119 0.0497 64 -0.238 0.9952
## LB - SS 0.0259 0.0497 64 0.522 0.9536
## SB - SS 0.0378 0.0497 64 0.760 0.8720
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 0.575 0.0304 64 0.514 0.636
## Black oats 0.546 0.0304 64 0.485 0.606
## Tall fescue 0.624 0.0304 64 0.563 0.685
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.0293 0.043 64 0.681 0.7755
## Fodder radish - Tall fescue -0.0490 0.043 64 -1.139 0.4938
## Black oats - Tall fescue -0.0783 0.043 64 -1.820 0.1713
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 0.619 0.043 64 0.533 0.705
## LB Fodder radish 0.565 0.043 64 0.479 0.651
## SB Fodder radish 0.577 0.043 64 0.491 0.663
## SS Fodder radish 0.539 0.043 64 0.453 0.625
## Ref Black oats 0.589 0.043 64 0.504 0.675
## LB Black oats 0.536 0.043 64 0.450 0.622
## SB Black oats 0.547 0.043 64 0.461 0.633
## SS Black oats 0.510 0.043 64 0.424 0.596
## Ref Tall fescue 0.668 0.043 64 0.582 0.754
## LB Tall fescue 0.614 0.043 64 0.528 0.700
## SB Tall fescue 0.626 0.043 64 0.540 0.712
## SS Tall fescue 0.588 0.043 64 0.502 0.674
##
## 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 0.05389 0.0497 64 1.084 0.9944
## Ref Fodder radish - SB Fodder radish 0.04204 0.0497 64 0.846 0.9994
## Ref Fodder radish - SS Fodder radish 0.07981 0.0497 64 1.606 0.9006
## Ref Fodder radish - Ref Black oats 0.02931 0.0430 64 0.681 0.9999
## Ref Fodder radish - LB Black oats 0.08319 0.0657 64 1.265 0.9806
## Ref Fodder radish - SB Black oats 0.07134 0.0657 64 1.085 0.9943
## Ref Fodder radish - SS Black oats 0.10912 0.0657 64 1.660 0.8792
## Ref Fodder radish - Ref Tall fescue -0.04903 0.0430 64 -1.139 0.9915
## Ref Fodder radish - LB Tall fescue 0.00486 0.0657 64 0.074 1.0000
## Ref Fodder radish - SB Tall fescue -0.00699 0.0657 64 -0.106 1.0000
## Ref Fodder radish - SS Tall fescue 0.03079 0.0657 64 0.468 1.0000
## LB Fodder radish - SB Fodder radish -0.01185 0.0497 64 -0.238 1.0000
## LB Fodder radish - SS Fodder radish 0.02593 0.0497 64 0.522 1.0000
## LB Fodder radish - Ref Black oats -0.02458 0.0657 64 -0.374 1.0000
## LB Fodder radish - LB Black oats 0.02931 0.0430 64 0.681 0.9999
## LB Fodder radish - SB Black oats 0.01745 0.0657 64 0.265 1.0000
## LB Fodder radish - SS Black oats 0.05523 0.0657 64 0.840 0.9994
## LB Fodder radish - Ref Tall fescue -0.10292 0.0657 64 -1.565 0.9150
## LB Fodder radish - LB Tall fescue -0.04903 0.0430 64 -1.139 0.9915
## LB Fodder radish - SB Tall fescue -0.06088 0.0657 64 -0.926 0.9986
## LB Fodder radish - SS Tall fescue -0.02310 0.0657 64 -0.351 1.0000
## SB Fodder radish - SS Fodder radish 0.03778 0.0497 64 0.760 0.9998
## SB Fodder radish - Ref Black oats -0.01273 0.0657 64 -0.194 1.0000
## SB Fodder radish - LB Black oats 0.04116 0.0657 64 0.626 1.0000
## SB Fodder radish - SB Black oats 0.02931 0.0430 64 0.681 0.9999
## SB Fodder radish - SS Black oats 0.06708 0.0657 64 1.020 0.9966
## SB Fodder radish - Ref Tall fescue -0.09106 0.0657 64 -1.385 0.9623
## SB Fodder radish - LB Tall fescue -0.03718 0.0657 64 -0.565 1.0000
## SB Fodder radish - SB Tall fescue -0.04903 0.0430 64 -1.139 0.9915
## SB Fodder radish - SS Tall fescue -0.01125 0.0657 64 -0.171 1.0000
## SS Fodder radish - Ref Black oats -0.05051 0.0657 64 -0.768 0.9998
## SS Fodder radish - LB Black oats 0.00338 0.0657 64 0.051 1.0000
## SS Fodder radish - SB Black oats -0.00847 0.0657 64 -0.129 1.0000
## SS Fodder radish - SS Black oats 0.02931 0.0430 64 0.681 0.9999
## SS Fodder radish - Ref Tall fescue -0.12884 0.0657 64 -1.960 0.7177
## SS Fodder radish - LB Tall fescue -0.07495 0.0657 64 -1.140 0.9915
## SS Fodder radish - SB Tall fescue -0.08681 0.0657 64 -1.320 0.9733
## SS Fodder radish - SS Tall fescue -0.04903 0.0430 64 -1.139 0.9915
## Ref Black oats - LB Black oats 0.05389 0.0497 64 1.084 0.9944
## Ref Black oats - SB Black oats 0.04204 0.0497 64 0.846 0.9994
## Ref Black oats - SS Black oats 0.07981 0.0497 64 1.606 0.9006
## Ref Black oats - Ref Tall fescue -0.07833 0.0430 64 -1.820 0.8011
## Ref Black oats - LB Tall fescue -0.02444 0.0657 64 -0.372 1.0000
## Ref Black oats - SB Tall fescue -0.03630 0.0657 64 -0.552 1.0000
## Ref Black oats - SS Tall fescue 0.00148 0.0657 64 0.023 1.0000
## LB Black oats - SB Black oats -0.01185 0.0497 64 -0.238 1.0000
## LB Black oats - SS Black oats 0.02593 0.0497 64 0.522 1.0000
## LB Black oats - Ref Tall fescue -0.13222 0.0657 64 -2.011 0.6844
## LB Black oats - LB Tall fescue -0.07833 0.0430 64 -1.820 0.8011
## LB Black oats - SB Tall fescue -0.09019 0.0657 64 -1.372 0.9648
## LB Black oats - SS Tall fescue -0.05241 0.0657 64 -0.797 0.9996
## SB Black oats - SS Black oats 0.03778 0.0497 64 0.760 0.9998
## SB Black oats - Ref Tall fescue -0.12037 0.0657 64 -1.831 0.7950
## SB Black oats - LB Tall fescue -0.06648 0.0657 64 -1.011 0.9969
## SB Black oats - SB Tall fescue -0.07833 0.0430 64 -1.820 0.8011
## SB Black oats - SS Tall fescue -0.04056 0.0657 64 -0.617 1.0000
## SS Black oats - Ref Tall fescue -0.15815 0.0657 64 -2.405 0.4176
## SS Black oats - LB Tall fescue -0.10426 0.0657 64 -1.586 0.9079
## SS Black oats - SB Tall fescue -0.11611 0.0657 64 -1.766 0.8297
## SS Black oats - SS Tall fescue -0.07833 0.0430 64 -1.820 0.8011
## Ref Tall fescue - LB Tall fescue 0.05389 0.0497 64 1.084 0.9944
## Ref Tall fescue - SB Tall fescue 0.04204 0.0497 64 0.846 0.9994
## Ref Tall fescue - SS Tall fescue 0.07981 0.0497 64 1.606 0.9006
## LB Tall fescue - SB Tall fescue -0.01185 0.0497 64 -0.238 1.0000
## LB Tall fescue - SS Tall fescue 0.02593 0.0497 64 0.522 1.0000
## SB Tall fescue - SS Tall fescue 0.03778 0.0497 64 0.760 0.9998
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
11 - 15cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 0.839213 -0.029444 -0.038704 -0.069259
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.027778 0.085417 0.008889 -0.153889
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 0.04395 0.01465 0.4534 0.7157713
## gr_bem 2 0.16704 0.08352 2.5852 0.0832392 .
## blok 1 0.00379 0.00379 0.1174 0.7330087
## jaar 1 0.42627 0.42627 13.1938 0.0005601 ***
## Residuals 64 2.06774 0.03231
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.079301, p-value = 0.7255
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 0.799 0.0424 64 0.715 0.884
## LB 0.770 0.0424 64 0.685 0.854
## SB 0.761 0.0424 64 0.676 0.845
## SS 0.730 0.0424 64 0.645 0.815
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.02944 0.0599 64 0.491 0.9607
## Ref - SB 0.03870 0.0599 64 0.646 0.9166
## Ref - SS 0.06926 0.0599 64 1.156 0.6565
## LB - SB 0.00926 0.0599 64 0.155 0.9987
## LB - SS 0.03981 0.0599 64 0.665 0.9100
## SB - SS 0.03056 0.0599 64 0.510 0.9564
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 0.746 0.0367 64 0.672 0.819
## Black oats 0.718 0.0367 64 0.645 0.791
## Tall fescue 0.831 0.0367 64 0.758 0.904
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.0278 0.0519 64 0.535 0.8543
## Fodder radish - Tall fescue -0.0854 0.0519 64 -1.646 0.2340
## Black oats - Tall fescue -0.1132 0.0519 64 -2.182 0.0821
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 0.780 0.0519 64 0.676 0.884
## LB Fodder radish 0.751 0.0519 64 0.647 0.854
## SB Fodder radish 0.741 0.0519 64 0.638 0.845
## SS Fodder radish 0.711 0.0519 64 0.607 0.814
## Ref Black oats 0.752 0.0519 64 0.649 0.856
## LB Black oats 0.723 0.0519 64 0.619 0.826
## SB Black oats 0.714 0.0519 64 0.610 0.817
## SS Black oats 0.683 0.0519 64 0.579 0.787
## Ref Tall fescue 0.865 0.0519 64 0.762 0.969
## LB Tall fescue 0.836 0.0519 64 0.732 0.940
## SB Tall fescue 0.827 0.0519 64 0.723 0.930
## SS Tall fescue 0.796 0.0519 64 0.693 0.900
##
## 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 0.02944 0.0599 64 0.491 1.0000
## Ref Fodder radish - SB Fodder radish 0.03870 0.0599 64 0.646 1.0000
## Ref Fodder radish - SS Fodder radish 0.06926 0.0599 64 1.156 0.9905
## Ref Fodder radish - Ref Black oats 0.02778 0.0519 64 0.535 1.0000
## Ref Fodder radish - LB Black oats 0.05722 0.0793 64 0.722 0.9999
## Ref Fodder radish - SB Black oats 0.06648 0.0793 64 0.839 0.9994
## Ref Fodder radish - SS Black oats 0.09704 0.0793 64 1.224 0.9849
## Ref Fodder radish - Ref Tall fescue -0.08542 0.0519 64 -1.646 0.8848
## Ref Fodder radish - LB Tall fescue -0.05597 0.0793 64 -0.706 0.9999
## Ref Fodder radish - SB Tall fescue -0.04671 0.0793 64 -0.589 1.0000
## Ref Fodder radish - SS Tall fescue -0.01616 0.0793 64 -0.204 1.0000
## LB Fodder radish - SB Fodder radish 0.00926 0.0599 64 0.155 1.0000
## LB Fodder radish - SS Fodder radish 0.03981 0.0599 64 0.665 0.9999
## LB Fodder radish - Ref Black oats -0.00167 0.0793 64 -0.021 1.0000
## LB Fodder radish - LB Black oats 0.02778 0.0519 64 0.535 1.0000
## LB Fodder radish - SB Black oats 0.03704 0.0793 64 0.467 1.0000
## LB Fodder radish - SS Black oats 0.06759 0.0793 64 0.853 0.9993
## LB Fodder radish - Ref Tall fescue -0.11486 0.0793 64 -1.449 0.9485
## LB Fodder radish - LB Tall fescue -0.08542 0.0519 64 -1.646 0.8848
## LB Fodder radish - SB Tall fescue -0.07616 0.0793 64 -0.961 0.9980
## LB Fodder radish - SS Tall fescue -0.04560 0.0793 64 -0.575 1.0000
## SB Fodder radish - SS Fodder radish 0.03056 0.0599 64 0.510 1.0000
## SB Fodder radish - Ref Black oats -0.01093 0.0793 64 -0.138 1.0000
## SB Fodder radish - LB Black oats 0.01852 0.0793 64 0.234 1.0000
## SB Fodder radish - SB Black oats 0.02778 0.0519 64 0.535 1.0000
## SB Fodder radish - SS Black oats 0.05833 0.0793 64 0.736 0.9998
## SB Fodder radish - Ref Tall fescue -0.12412 0.0793 64 -1.566 0.9148
## SB Fodder radish - LB Tall fescue -0.09468 0.0793 64 -1.194 0.9876
## SB Fodder radish - SB Tall fescue -0.08542 0.0519 64 -1.646 0.8848
## SB Fodder radish - SS Tall fescue -0.05486 0.0793 64 -0.692 0.9999
## SS Fodder radish - Ref Black oats -0.04148 0.0793 64 -0.523 1.0000
## SS Fodder radish - LB Black oats -0.01204 0.0793 64 -0.152 1.0000
## SS Fodder radish - SB Black oats -0.00278 0.0793 64 -0.035 1.0000
## SS Fodder radish - SS Black oats 0.02778 0.0519 64 0.535 1.0000
## SS Fodder radish - Ref Tall fescue -0.15468 0.0793 64 -1.951 0.7229
## SS Fodder radish - LB Tall fescue -0.12523 0.0793 64 -1.580 0.9099
## SS Fodder radish - SB Tall fescue -0.11597 0.0793 64 -1.463 0.9450
## SS Fodder radish - SS Tall fescue -0.08542 0.0519 64 -1.646 0.8848
## Ref Black oats - LB Black oats 0.02944 0.0599 64 0.491 1.0000
## Ref Black oats - SB Black oats 0.03870 0.0599 64 0.646 1.0000
## Ref Black oats - SS Black oats 0.06926 0.0599 64 1.156 0.9905
## Ref Black oats - Ref Tall fescue -0.11319 0.0519 64 -2.182 0.5685
## Ref Black oats - LB Tall fescue -0.08375 0.0793 64 -1.057 0.9955
## Ref Black oats - SB Tall fescue -0.07449 0.0793 64 -0.940 0.9984
## Ref Black oats - SS Tall fescue -0.04394 0.0793 64 -0.554 1.0000
## LB Black oats - SB Black oats 0.00926 0.0599 64 0.155 1.0000
## LB Black oats - SS Black oats 0.03981 0.0599 64 0.665 0.9999
## LB Black oats - Ref Tall fescue -0.14264 0.0793 64 -1.800 0.8121
## LB Black oats - LB Tall fescue -0.11319 0.0519 64 -2.182 0.5685
## LB Black oats - SB Tall fescue -0.10394 0.0793 64 -1.311 0.9746
## LB Black oats - SS Tall fescue -0.07338 0.0793 64 -0.926 0.9986
## SB Black oats - SS Black oats 0.03056 0.0599 64 0.510 1.0000
## SB Black oats - Ref Tall fescue -0.15190 0.0793 64 -1.916 0.7447
## SB Black oats - LB Tall fescue -0.12245 0.0793 64 -1.545 0.9217
## SB Black oats - SB Tall fescue -0.11319 0.0519 64 -2.182 0.5685
## SB Black oats - SS Tall fescue -0.08264 0.0793 64 -1.043 0.9960
## SS Black oats - Ref Tall fescue -0.18245 0.0793 64 -2.302 0.4859
## SS Black oats - LB Tall fescue -0.15301 0.0793 64 -1.930 0.7360
## SS Black oats - SB Tall fescue -0.14375 0.0793 64 -1.814 0.8045
## SS Black oats - SS Tall fescue -0.11319 0.0519 64 -2.182 0.5685
## Ref Tall fescue - LB Tall fescue 0.02944 0.0599 64 0.491 1.0000
## Ref Tall fescue - SB Tall fescue 0.03870 0.0599 64 0.646 1.0000
## Ref Tall fescue - SS Tall fescue 0.06926 0.0599 64 1.156 0.9905
## LB Tall fescue - SB Tall fescue 0.00926 0.0599 64 0.155 1.0000
## LB Tall fescue - SS Tall fescue 0.03981 0.0599 64 0.665 0.9999
## SB Tall fescue - SS Tall fescue 0.03056 0.0599 64 0.510 1.0000
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
16 - 20cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 0.90509 -0.05926 -0.07074 -0.07574
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.06500 0.08819 0.02569 0.05602
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 0.06606 0.022022 0.5660 0.63945
## gr_bem 2 0.28377 0.141887 3.6465 0.03164 *
## blok 1 0.03169 0.031690 0.8144 0.37020
## jaar 1 0.05649 0.056485 1.4517 0.23270
## Residuals 64 2.49029 0.038911
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.084912, p-value = 0.6455
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 0.992 0.0465 64 0.899 1.09
## LB 0.933 0.0465 64 0.840 1.03
## SB 0.921 0.0465 64 0.829 1.01
## SS 0.916 0.0465 64 0.824 1.01
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.0593 0.0658 64 0.901 0.8042
## Ref - SB 0.0707 0.0658 64 1.076 0.7054
## Ref - SS 0.0757 0.0658 64 1.152 0.6590
## LB - SB 0.0115 0.0658 64 0.175 0.9981
## LB - SS 0.0165 0.0658 64 0.251 0.9944
## SB - SS 0.0050 0.0658 64 0.076 0.9998
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 0.933 0.0403 64 0.853 1.013
## Black oats 0.868 0.0403 64 0.788 0.948
## Tall fescue 1.021 0.0403 64 0.941 1.102
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.0650 0.0569 64 1.141 0.4924
## Fodder radish - Tall fescue -0.0882 0.0569 64 -1.549 0.2753
## Black oats - Tall fescue -0.1532 0.0569 64 -2.690 0.0244
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 0.984 0.0569 64 0.871 1.098
## LB Fodder radish 0.925 0.0569 64 0.811 1.039
## SB Fodder radish 0.914 0.0569 64 0.800 1.028
## SS Fodder radish 0.909 0.0569 64 0.795 1.023
## Ref Black oats 0.919 0.0569 64 0.806 1.033
## LB Black oats 0.860 0.0569 64 0.746 0.974
## SB Black oats 0.849 0.0569 64 0.735 0.963
## SS Black oats 0.844 0.0569 64 0.730 0.958
## Ref Tall fescue 1.073 0.0569 64 0.959 1.186
## LB Tall fescue 1.013 0.0569 64 0.900 1.127
## SB Tall fescue 1.002 0.0569 64 0.888 1.116
## SS Tall fescue 0.997 0.0569 64 0.883 1.111
##
## 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 0.05926 0.0658 64 0.901 0.9989
## Ref Fodder radish - SB Fodder radish 0.07074 0.0658 64 1.076 0.9947
## Ref Fodder radish - SS Fodder radish 0.07574 0.0658 64 1.152 0.9907
## Ref Fodder radish - Ref Black oats 0.06500 0.0569 64 1.141 0.9914
## Ref Fodder radish - LB Black oats 0.12426 0.0870 64 1.429 0.9533
## Ref Fodder radish - SB Black oats 0.13574 0.0870 64 1.561 0.9166
## Ref Fodder radish - SS Black oats 0.14074 0.0870 64 1.618 0.8960
## Ref Fodder radish - Ref Tall fescue -0.08819 0.0569 64 -1.549 0.9205
## Ref Fodder radish - LB Tall fescue -0.02894 0.0870 64 -0.333 1.0000
## Ref Fodder radish - SB Tall fescue -0.01745 0.0870 64 -0.201 1.0000
## Ref Fodder radish - SS Tall fescue -0.01245 0.0870 64 -0.143 1.0000
## LB Fodder radish - SB Fodder radish 0.01148 0.0658 64 0.175 1.0000
## LB Fodder radish - SS Fodder radish 0.01648 0.0658 64 0.251 1.0000
## LB Fodder radish - Ref Black oats 0.00574 0.0870 64 0.066 1.0000
## LB Fodder radish - LB Black oats 0.06500 0.0569 64 1.141 0.9914
## LB Fodder radish - SB Black oats 0.07648 0.0870 64 0.879 0.9991
## LB Fodder radish - SS Black oats 0.08148 0.0870 64 0.937 0.9984
## LB Fodder radish - Ref Tall fescue -0.14745 0.0870 64 -1.695 0.8637
## LB Fodder radish - LB Tall fescue -0.08819 0.0569 64 -1.549 0.9205
## LB Fodder radish - SB Tall fescue -0.07671 0.0870 64 -0.882 0.9991
## LB Fodder radish - SS Tall fescue -0.07171 0.0870 64 -0.824 0.9995
## SB Fodder radish - SS Fodder radish 0.00500 0.0658 64 0.076 1.0000
## SB Fodder radish - Ref Black oats -0.00574 0.0870 64 -0.066 1.0000
## SB Fodder radish - LB Black oats 0.05352 0.0870 64 0.615 1.0000
## SB Fodder radish - SB Black oats 0.06500 0.0569 64 1.141 0.9914
## SB Fodder radish - SS Black oats 0.07000 0.0870 64 0.805 0.9996
## SB Fodder radish - Ref Tall fescue -0.15894 0.0870 64 -1.827 0.7970
## SB Fodder radish - LB Tall fescue -0.09968 0.0870 64 -1.146 0.9911
## SB Fodder radish - SB Tall fescue -0.08819 0.0569 64 -1.549 0.9205
## SB Fodder radish - SS Tall fescue -0.08319 0.0870 64 -0.956 0.9981
## SS Fodder radish - Ref Black oats -0.01074 0.0870 64 -0.123 1.0000
## SS Fodder radish - LB Black oats 0.04852 0.0870 64 0.558 1.0000
## SS Fodder radish - SB Black oats 0.06000 0.0870 64 0.690 0.9999
## SS Fodder radish - SS Black oats 0.06500 0.0569 64 1.141 0.9914
## SS Fodder radish - Ref Tall fescue -0.16394 0.0870 64 -1.885 0.7639
## SS Fodder radish - LB Tall fescue -0.10468 0.0870 64 -1.203 0.9868
## SS Fodder radish - SB Tall fescue -0.09319 0.0870 64 -1.071 0.9949
## SS Fodder radish - SS Tall fescue -0.08819 0.0569 64 -1.549 0.9205
## Ref Black oats - LB Black oats 0.05926 0.0658 64 0.901 0.9989
## Ref Black oats - SB Black oats 0.07074 0.0658 64 1.076 0.9947
## Ref Black oats - SS Black oats 0.07574 0.0658 64 1.152 0.9907
## Ref Black oats - Ref Tall fescue -0.15319 0.0569 64 -2.690 0.2549
## Ref Black oats - LB Tall fescue -0.09394 0.0870 64 -1.080 0.9946
## Ref Black oats - SB Tall fescue -0.08245 0.0870 64 -0.948 0.9982
## Ref Black oats - SS Tall fescue -0.07745 0.0870 64 -0.890 0.9990
## LB Black oats - SB Black oats 0.01148 0.0658 64 0.175 1.0000
## LB Black oats - SS Black oats 0.01648 0.0658 64 0.251 1.0000
## LB Black oats - Ref Tall fescue -0.21245 0.0870 64 -2.442 0.3941
## LB Black oats - LB Tall fescue -0.15319 0.0569 64 -2.690 0.2549
## LB Black oats - SB Tall fescue -0.14171 0.0870 64 -1.629 0.8916
## LB Black oats - SS Tall fescue -0.13671 0.0870 64 -1.572 0.9128
## SB Black oats - SS Black oats 0.00500 0.0658 64 0.076 1.0000
## SB Black oats - Ref Tall fescue -0.22394 0.0870 64 -2.574 0.3156
## SB Black oats - LB Tall fescue -0.16468 0.0870 64 -1.893 0.7588
## SB Black oats - SB Tall fescue -0.15319 0.0569 64 -2.690 0.2549
## SB Black oats - SS Tall fescue -0.14819 0.0870 64 -1.704 0.8599
## SS Black oats - Ref Tall fescue -0.22894 0.0870 64 -2.632 0.2845
## SS Black oats - LB Tall fescue -0.16968 0.0870 64 -1.951 0.7234
## SS Black oats - SB Tall fescue -0.15819 0.0870 64 -1.819 0.8017
## SS Black oats - SS Tall fescue -0.15319 0.0569 64 -2.690 0.2549
## Ref Tall fescue - LB Tall fescue 0.05926 0.0658 64 0.901 0.9989
## Ref Tall fescue - SB Tall fescue 0.07074 0.0658 64 1.076 0.9947
## Ref Tall fescue - SS Tall fescue 0.07574 0.0658 64 1.152 0.9907
## LB Tall fescue - SB Tall fescue 0.01148 0.0658 64 0.175 1.0000
## LB Tall fescue - SS Tall fescue 0.01648 0.0658 64 0.251 1.0000
## SB Tall fescue - SS Tall fescue 0.00500 0.0658 64 0.076 1.0000
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
21 - 25cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 0.98153 -0.03556 -0.04370 -0.08185
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.15167 0.03875 0.04444 0.25556
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 0.06093 0.02031 0.4149 0.742850
## gr_bem 2 0.48610 0.24305 4.9660 0.009888 **
## blok 1 0.09481 0.09481 1.9372 0.168787
## jaar 1 1.17556 1.17556 24.0187 6.83e-06 ***
## Residuals 64 3.13237 0.04894
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.076474, p-value = 0.7647
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 1.16 0.0521 64 1.056 1.26
## LB 1.12 0.0521 64 1.021 1.23
## SB 1.12 0.0521 64 1.013 1.22
## SS 1.08 0.0521 64 0.975 1.18
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.03556 0.0737 64 0.482 0.9628
## Ref - SB 0.04370 0.0737 64 0.593 0.9340
## Ref - SS 0.08185 0.0737 64 1.110 0.6848
## LB - SB 0.00815 0.0737 64 0.110 0.9995
## LB - SS 0.04630 0.0737 64 0.628 0.9227
## SB - SS 0.03815 0.0737 64 0.517 0.9547
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 1.16 0.0452 64 1.068 1.25
## Black oats 1.01 0.0452 64 0.916 1.10
## Tall fescue 1.20 0.0452 64 1.106 1.29
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.1517 0.0639 64 2.375 0.0530
## Fodder radish - Tall fescue -0.0387 0.0639 64 -0.607 0.8170
## Black oats - Tall fescue -0.1904 0.0639 64 -2.982 0.0112
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 1.198 0.0639 64 1.071 1.33
## LB Fodder radish 1.163 0.0639 64 1.035 1.29
## SB Fodder radish 1.154 0.0639 64 1.027 1.28
## SS Fodder radish 1.116 0.0639 64 0.989 1.24
## Ref Black oats 1.047 0.0639 64 0.919 1.17
## LB Black oats 1.011 0.0639 64 0.883 1.14
## SB Black oats 1.003 0.0639 64 0.875 1.13
## SS Black oats 0.965 0.0639 64 0.837 1.09
## Ref Tall fescue 1.237 0.0639 64 1.109 1.36
## LB Tall fescue 1.201 0.0639 64 1.074 1.33
## SB Tall fescue 1.193 0.0639 64 1.066 1.32
## SS Tall fescue 1.155 0.0639 64 1.028 1.28
##
## 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 0.035556 0.0737 64 0.482 1.0000
## Ref Fodder radish - SB Fodder radish 0.043704 0.0737 64 0.593 1.0000
## Ref Fodder radish - SS Fodder radish 0.081852 0.0737 64 1.110 0.9932
## Ref Fodder radish - Ref Black oats 0.151667 0.0639 64 2.375 0.4374
## Ref Fodder radish - LB Black oats 0.187222 0.0976 64 1.919 0.7430
## Ref Fodder radish - SB Black oats 0.195370 0.0976 64 2.003 0.6899
## Ref Fodder radish - SS Black oats 0.233519 0.0976 64 2.394 0.4251
## Ref Fodder radish - Ref Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## Ref Fodder radish - LB Tall fescue -0.003194 0.0976 64 -0.033 1.0000
## Ref Fodder radish - SB Tall fescue 0.004954 0.0976 64 0.051 1.0000
## Ref Fodder radish - SS Tall fescue 0.043102 0.0976 64 0.442 1.0000
## LB Fodder radish - SB Fodder radish 0.008148 0.0737 64 0.110 1.0000
## LB Fodder radish - SS Fodder radish 0.046296 0.0737 64 0.628 1.0000
## LB Fodder radish - Ref Black oats 0.116111 0.0976 64 1.190 0.9879
## LB Fodder radish - LB Black oats 0.151667 0.0639 64 2.375 0.4374
## LB Fodder radish - SB Black oats 0.159815 0.0976 64 1.638 0.8880
## LB Fodder radish - SS Black oats 0.197963 0.0976 64 2.029 0.6723
## LB Fodder radish - Ref Tall fescue -0.074306 0.0976 64 -0.762 0.9998
## LB Fodder radish - LB Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## LB Fodder radish - SB Tall fescue -0.030602 0.0976 64 -0.314 1.0000
## LB Fodder radish - SS Tall fescue 0.007546 0.0976 64 0.077 1.0000
## SB Fodder radish - SS Fodder radish 0.038148 0.0737 64 0.517 1.0000
## SB Fodder radish - Ref Black oats 0.107963 0.0976 64 1.107 0.9933
## SB Fodder radish - LB Black oats 0.143519 0.0976 64 1.471 0.9430
## SB Fodder radish - SB Black oats 0.151667 0.0639 64 2.375 0.4374
## SB Fodder radish - SS Black oats 0.189815 0.0976 64 1.946 0.7265
## SB Fodder radish - Ref Tall fescue -0.082454 0.0976 64 -0.845 0.9994
## SB Fodder radish - LB Tall fescue -0.046898 0.0976 64 -0.481 1.0000
## SB Fodder radish - SB Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## SB Fodder radish - SS Tall fescue -0.000602 0.0976 64 -0.006 1.0000
## SS Fodder radish - Ref Black oats 0.069815 0.0976 64 0.716 0.9999
## SS Fodder radish - LB Black oats 0.105370 0.0976 64 1.080 0.9945
## SS Fodder radish - SB Black oats 0.113519 0.0976 64 1.164 0.9899
## SS Fodder radish - SS Black oats 0.151667 0.0639 64 2.375 0.4374
## SS Fodder radish - Ref Tall fescue -0.120602 0.0976 64 -1.236 0.9838
## SS Fodder radish - LB Tall fescue -0.085046 0.0976 64 -0.872 0.9992
## SS Fodder radish - SB Tall fescue -0.076898 0.0976 64 -0.788 0.9997
## SS Fodder radish - SS Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## Ref Black oats - LB Black oats 0.035556 0.0737 64 0.482 1.0000
## Ref Black oats - SB Black oats 0.043704 0.0737 64 0.593 1.0000
## Ref Black oats - SS Black oats 0.081852 0.0737 64 1.110 0.9932
## Ref Black oats - Ref Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## Ref Black oats - LB Tall fescue -0.154861 0.0976 64 -1.587 0.9073
## Ref Black oats - SB Tall fescue -0.146713 0.0976 64 -1.504 0.9341
## Ref Black oats - SS Tall fescue -0.108565 0.0976 64 -1.113 0.9930
## LB Black oats - SB Black oats 0.008148 0.0737 64 0.110 1.0000
## LB Black oats - SS Black oats 0.046296 0.0737 64 0.628 1.0000
## LB Black oats - Ref Tall fescue -0.225972 0.0976 64 -2.316 0.4762
## LB Black oats - LB Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## LB Black oats - SB Tall fescue -0.182269 0.0976 64 -1.868 0.7735
## LB Black oats - SS Tall fescue -0.144120 0.0976 64 -1.477 0.9414
## SB Black oats - SS Black oats 0.038148 0.0737 64 0.517 1.0000
## SB Black oats - Ref Tall fescue -0.234120 0.0976 64 -2.400 0.4211
## SB Black oats - LB Tall fescue -0.198565 0.0976 64 -2.035 0.6682
## SB Black oats - SB Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## SB Black oats - SS Tall fescue -0.152269 0.0976 64 -1.561 0.9165
## SS Black oats - Ref Tall fescue -0.272269 0.0976 64 -2.791 0.2087
## SS Black oats - LB Tall fescue -0.236713 0.0976 64 -2.426 0.4041
## SS Black oats - SB Tall fescue -0.228565 0.0976 64 -2.343 0.4584
## SS Black oats - SS Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## Ref Tall fescue - LB Tall fescue 0.035556 0.0737 64 0.482 1.0000
## Ref Tall fescue - SB Tall fescue 0.043704 0.0737 64 0.593 1.0000
## Ref Tall fescue - SS Tall fescue 0.081852 0.0737 64 1.110 0.9932
## LB Tall fescue - SB Tall fescue 0.008148 0.0737 64 0.110 1.0000
## LB Tall fescue - SS Tall fescue 0.046296 0.0737 64 0.628 1.0000
## SB Tall fescue - SS Tall fescue 0.038148 0.0737 64 0.517 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 emmean SE df lower.CL upper.CL
## Ref 1.033 0.0583 64 0.916 1.15
## LB 0.997 0.0583 64 0.881 1.11
## SB 0.989 0.0583 64 0.873 1.11
## SS 0.951 0.0583 64 0.834 1.07
##
## jaar = 2022:
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 1.288 0.0583 64 1.172 1.40
## LB 1.253 0.0583 64 1.136 1.37
## SB 1.245 0.0583 64 1.128 1.36
## SS 1.206 0.0583 64 1.090 1.32
##
## Results are averaged over the levels of: gr_bem
## Confidence level used: 0.95
##
## $contrasts
## jaar = 2021:
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.03556 0.0737 64 0.482 0.9628
## Ref - SB 0.04370 0.0737 64 0.593 0.9340
## Ref - SS 0.08185 0.0737 64 1.110 0.6848
## LB - SB 0.00815 0.0737 64 0.110 0.9995
## LB - SS 0.04630 0.0737 64 0.628 0.9227
## SB - SS 0.03815 0.0737 64 0.517 0.9547
##
## jaar = 2022:
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.03556 0.0737 64 0.482 0.9628
## Ref - SB 0.04370 0.0737 64 0.593 0.9340
## Ref - SS 0.08185 0.0737 64 1.110 0.6848
## LB - SB 0.00815 0.0737 64 0.110 0.9995
## LB - SS 0.04630 0.0737 64 0.628 0.9227
## SB - SS 0.03815 0.0737 64 0.517 0.9547
##
## Results are averaged over the levels of: gr_bem
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## jaar = 2021:
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 1.070 0.069 64 0.933 1.208
## LB Fodder radish 1.035 0.069 64 0.897 1.173
## SB Fodder radish 1.027 0.069 64 0.889 1.165
## SS Fodder radish 0.989 0.069 64 0.851 1.126
## Ref Black oats 0.919 0.069 64 0.781 1.057
## LB Black oats 0.883 0.069 64 0.745 1.021
## SB Black oats 0.875 0.069 64 0.737 1.013
## SS Black oats 0.837 0.069 64 0.699 0.975
## Ref Tall fescue 1.109 0.069 64 0.971 1.247
## LB Tall fescue 1.074 0.069 64 0.936 1.211
## SB Tall fescue 1.065 0.069 64 0.928 1.203
## SS Tall fescue 1.027 0.069 64 0.890 1.165
##
## jaar = 2022:
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 1.326 0.069 64 1.188 1.464
## LB Fodder radish 1.290 0.069 64 1.153 1.428
## SB Fodder radish 1.282 0.069 64 1.144 1.420
## SS Fodder radish 1.244 0.069 64 1.106 1.382
## Ref Black oats 1.174 0.069 64 1.037 1.312
## LB Black oats 1.139 0.069 64 1.001 1.277
## SB Black oats 1.131 0.069 64 0.993 1.268
## SS Black oats 1.092 0.069 64 0.955 1.230
## Ref Tall fescue 1.365 0.069 64 1.227 1.503
## LB Tall fescue 1.329 0.069 64 1.191 1.467
## SB Tall fescue 1.321 0.069 64 1.183 1.459
## SS Tall fescue 1.283 0.069 64 1.145 1.421
##
## Confidence level used: 0.95
##
## $contrasts
## jaar = 2021:
## contrast estimate SE df t.ratio p.value
## Ref Fodder radish - LB Fodder radish 0.035556 0.0737 64 0.482 1.0000
## Ref Fodder radish - SB Fodder radish 0.043704 0.0737 64 0.593 1.0000
## Ref Fodder radish - SS Fodder radish 0.081852 0.0737 64 1.110 0.9932
## Ref Fodder radish - Ref Black oats 0.151667 0.0639 64 2.375 0.4374
## Ref Fodder radish - LB Black oats 0.187222 0.0976 64 1.919 0.7430
## Ref Fodder radish - SB Black oats 0.195370 0.0976 64 2.003 0.6899
## Ref Fodder radish - SS Black oats 0.233519 0.0976 64 2.394 0.4251
## Ref Fodder radish - Ref Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## Ref Fodder radish - LB Tall fescue -0.003194 0.0976 64 -0.033 1.0000
## Ref Fodder radish - SB Tall fescue 0.004954 0.0976 64 0.051 1.0000
## Ref Fodder radish - SS Tall fescue 0.043102 0.0976 64 0.442 1.0000
## LB Fodder radish - SB Fodder radish 0.008148 0.0737 64 0.110 1.0000
## LB Fodder radish - SS Fodder radish 0.046296 0.0737 64 0.628 1.0000
## LB Fodder radish - Ref Black oats 0.116111 0.0976 64 1.190 0.9879
## LB Fodder radish - LB Black oats 0.151667 0.0639 64 2.375 0.4374
## LB Fodder radish - SB Black oats 0.159815 0.0976 64 1.638 0.8880
## LB Fodder radish - SS Black oats 0.197963 0.0976 64 2.029 0.6723
## LB Fodder radish - Ref Tall fescue -0.074306 0.0976 64 -0.762 0.9998
## LB Fodder radish - LB Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## LB Fodder radish - SB Tall fescue -0.030602 0.0976 64 -0.314 1.0000
## LB Fodder radish - SS Tall fescue 0.007546 0.0976 64 0.077 1.0000
## SB Fodder radish - SS Fodder radish 0.038148 0.0737 64 0.517 1.0000
## SB Fodder radish - Ref Black oats 0.107963 0.0976 64 1.107 0.9933
## SB Fodder radish - LB Black oats 0.143519 0.0976 64 1.471 0.9430
## SB Fodder radish - SB Black oats 0.151667 0.0639 64 2.375 0.4374
## SB Fodder radish - SS Black oats 0.189815 0.0976 64 1.946 0.7265
## SB Fodder radish - Ref Tall fescue -0.082454 0.0976 64 -0.845 0.9994
## SB Fodder radish - LB Tall fescue -0.046898 0.0976 64 -0.481 1.0000
## SB Fodder radish - SB Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## SB Fodder radish - SS Tall fescue -0.000602 0.0976 64 -0.006 1.0000
## SS Fodder radish - Ref Black oats 0.069815 0.0976 64 0.716 0.9999
## SS Fodder radish - LB Black oats 0.105370 0.0976 64 1.080 0.9945
## SS Fodder radish - SB Black oats 0.113519 0.0976 64 1.164 0.9899
## SS Fodder radish - SS Black oats 0.151667 0.0639 64 2.375 0.4374
## SS Fodder radish - Ref Tall fescue -0.120602 0.0976 64 -1.236 0.9838
## SS Fodder radish - LB Tall fescue -0.085046 0.0976 64 -0.872 0.9992
## SS Fodder radish - SB Tall fescue -0.076898 0.0976 64 -0.788 0.9997
## SS Fodder radish - SS Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## Ref Black oats - LB Black oats 0.035556 0.0737 64 0.482 1.0000
## Ref Black oats - SB Black oats 0.043704 0.0737 64 0.593 1.0000
## Ref Black oats - SS Black oats 0.081852 0.0737 64 1.110 0.9932
## Ref Black oats - Ref Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## Ref Black oats - LB Tall fescue -0.154861 0.0976 64 -1.587 0.9073
## Ref Black oats - SB Tall fescue -0.146713 0.0976 64 -1.504 0.9341
## Ref Black oats - SS Tall fescue -0.108565 0.0976 64 -1.113 0.9930
## LB Black oats - SB Black oats 0.008148 0.0737 64 0.110 1.0000
## LB Black oats - SS Black oats 0.046296 0.0737 64 0.628 1.0000
## LB Black oats - Ref Tall fescue -0.225972 0.0976 64 -2.316 0.4762
## LB Black oats - LB Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## LB Black oats - SB Tall fescue -0.182269 0.0976 64 -1.868 0.7735
## LB Black oats - SS Tall fescue -0.144120 0.0976 64 -1.477 0.9414
## SB Black oats - SS Black oats 0.038148 0.0737 64 0.517 1.0000
## SB Black oats - Ref Tall fescue -0.234120 0.0976 64 -2.400 0.4211
## SB Black oats - LB Tall fescue -0.198565 0.0976 64 -2.035 0.6682
## SB Black oats - SB Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## SB Black oats - SS Tall fescue -0.152269 0.0976 64 -1.561 0.9165
## SS Black oats - Ref Tall fescue -0.272269 0.0976 64 -2.791 0.2087
## SS Black oats - LB Tall fescue -0.236713 0.0976 64 -2.426 0.4041
## SS Black oats - SB Tall fescue -0.228565 0.0976 64 -2.343 0.4584
## SS Black oats - SS Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## Ref Tall fescue - LB Tall fescue 0.035556 0.0737 64 0.482 1.0000
## Ref Tall fescue - SB Tall fescue 0.043704 0.0737 64 0.593 1.0000
## Ref Tall fescue - SS Tall fescue 0.081852 0.0737 64 1.110 0.9932
## LB Tall fescue - SB Tall fescue 0.008148 0.0737 64 0.110 1.0000
## LB Tall fescue - SS Tall fescue 0.046296 0.0737 64 0.628 1.0000
## SB Tall fescue - SS Tall fescue 0.038148 0.0737 64 0.517 1.0000
##
## jaar = 2022:
## contrast estimate SE df t.ratio p.value
## Ref Fodder radish - LB Fodder radish 0.035556 0.0737 64 0.482 1.0000
## Ref Fodder radish - SB Fodder radish 0.043704 0.0737 64 0.593 1.0000
## Ref Fodder radish - SS Fodder radish 0.081852 0.0737 64 1.110 0.9932
## Ref Fodder radish - Ref Black oats 0.151667 0.0639 64 2.375 0.4374
## Ref Fodder radish - LB Black oats 0.187222 0.0976 64 1.919 0.7430
## Ref Fodder radish - SB Black oats 0.195370 0.0976 64 2.003 0.6899
## Ref Fodder radish - SS Black oats 0.233519 0.0976 64 2.394 0.4251
## Ref Fodder radish - Ref Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## Ref Fodder radish - LB Tall fescue -0.003194 0.0976 64 -0.033 1.0000
## Ref Fodder radish - SB Tall fescue 0.004954 0.0976 64 0.051 1.0000
## Ref Fodder radish - SS Tall fescue 0.043102 0.0976 64 0.442 1.0000
## LB Fodder radish - SB Fodder radish 0.008148 0.0737 64 0.110 1.0000
## LB Fodder radish - SS Fodder radish 0.046296 0.0737 64 0.628 1.0000
## LB Fodder radish - Ref Black oats 0.116111 0.0976 64 1.190 0.9879
## LB Fodder radish - LB Black oats 0.151667 0.0639 64 2.375 0.4374
## LB Fodder radish - SB Black oats 0.159815 0.0976 64 1.638 0.8880
## LB Fodder radish - SS Black oats 0.197963 0.0976 64 2.029 0.6723
## LB Fodder radish - Ref Tall fescue -0.074306 0.0976 64 -0.762 0.9998
## LB Fodder radish - LB Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## LB Fodder radish - SB Tall fescue -0.030602 0.0976 64 -0.314 1.0000
## LB Fodder radish - SS Tall fescue 0.007546 0.0976 64 0.077 1.0000
## SB Fodder radish - SS Fodder radish 0.038148 0.0737 64 0.517 1.0000
## SB Fodder radish - Ref Black oats 0.107963 0.0976 64 1.107 0.9933
## SB Fodder radish - LB Black oats 0.143519 0.0976 64 1.471 0.9430
## SB Fodder radish - SB Black oats 0.151667 0.0639 64 2.375 0.4374
## SB Fodder radish - SS Black oats 0.189815 0.0976 64 1.946 0.7265
## SB Fodder radish - Ref Tall fescue -0.082454 0.0976 64 -0.845 0.9994
## SB Fodder radish - LB Tall fescue -0.046898 0.0976 64 -0.481 1.0000
## SB Fodder radish - SB Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## SB Fodder radish - SS Tall fescue -0.000602 0.0976 64 -0.006 1.0000
## SS Fodder radish - Ref Black oats 0.069815 0.0976 64 0.716 0.9999
## SS Fodder radish - LB Black oats 0.105370 0.0976 64 1.080 0.9945
## SS Fodder radish - SB Black oats 0.113519 0.0976 64 1.164 0.9899
## SS Fodder radish - SS Black oats 0.151667 0.0639 64 2.375 0.4374
## SS Fodder radish - Ref Tall fescue -0.120602 0.0976 64 -1.236 0.9838
## SS Fodder radish - LB Tall fescue -0.085046 0.0976 64 -0.872 0.9992
## SS Fodder radish - SB Tall fescue -0.076898 0.0976 64 -0.788 0.9997
## SS Fodder radish - SS Tall fescue -0.038750 0.0639 64 -0.607 1.0000
## Ref Black oats - LB Black oats 0.035556 0.0737 64 0.482 1.0000
## Ref Black oats - SB Black oats 0.043704 0.0737 64 0.593 1.0000
## Ref Black oats - SS Black oats 0.081852 0.0737 64 1.110 0.9932
## Ref Black oats - Ref Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## Ref Black oats - LB Tall fescue -0.154861 0.0976 64 -1.587 0.9073
## Ref Black oats - SB Tall fescue -0.146713 0.0976 64 -1.504 0.9341
## Ref Black oats - SS Tall fescue -0.108565 0.0976 64 -1.113 0.9930
## LB Black oats - SB Black oats 0.008148 0.0737 64 0.110 1.0000
## LB Black oats - SS Black oats 0.046296 0.0737 64 0.628 1.0000
## LB Black oats - Ref Tall fescue -0.225972 0.0976 64 -2.316 0.4762
## LB Black oats - LB Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## LB Black oats - SB Tall fescue -0.182269 0.0976 64 -1.868 0.7735
## LB Black oats - SS Tall fescue -0.144120 0.0976 64 -1.477 0.9414
## SB Black oats - SS Black oats 0.038148 0.0737 64 0.517 1.0000
## SB Black oats - Ref Tall fescue -0.234120 0.0976 64 -2.400 0.4211
## SB Black oats - LB Tall fescue -0.198565 0.0976 64 -2.035 0.6682
## SB Black oats - SB Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## SB Black oats - SS Tall fescue -0.152269 0.0976 64 -1.561 0.9165
## SS Black oats - Ref Tall fescue -0.272269 0.0976 64 -2.791 0.2087
## SS Black oats - LB Tall fescue -0.236713 0.0976 64 -2.426 0.4041
## SS Black oats - SB Tall fescue -0.228565 0.0976 64 -2.343 0.4584
## SS Black oats - SS Tall fescue -0.190417 0.0639 64 -2.982 0.1383
## Ref Tall fescue - LB Tall fescue 0.035556 0.0737 64 0.482 1.0000
## Ref Tall fescue - SB Tall fescue 0.043704 0.0737 64 0.593 1.0000
## Ref Tall fescue - SS Tall fescue 0.081852 0.0737 64 1.110 0.9932
## LB Tall fescue - SB Tall fescue 0.008148 0.0737 64 0.110 1.0000
## LB Tall fescue - SS Tall fescue 0.046296 0.0737 64 0.628 1.0000
## SB Tall fescue - SS Tall fescue 0.038148 0.0737 64 0.517 1.0000
##
## P value adjustment: tukey method for comparing a family of 12 estimates

26 - 30 cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 1.14903 -0.03278 -0.06444 -0.04704
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.16944 0.05333 0.05556 0.29935
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 0.0403 0.01342 0.1982 0.89724
## gr_bem 2 0.6495 0.32474 4.7949 0.01147 *
## blok 1 0.1481 0.14815 2.1874 0.14405
## jaar 1 1.6130 1.61301 23.8164 7.373e-06 ***
## Residuals 64 4.3345 0.06773
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.088263, p-value = 0.5976
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 1.37 0.0613 64 1.25 1.49
## LB 1.34 0.0613 64 1.22 1.46
## SB 1.31 0.0613 64 1.18 1.43
## SS 1.32 0.0613 64 1.20 1.45
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.0328 0.0867 64 0.378 0.9815
## Ref - SB 0.0644 0.0867 64 0.743 0.8793
## Ref - SS 0.0470 0.0867 64 0.542 0.9483
## LB - SB 0.0317 0.0867 64 0.365 0.9832
## LB - SS 0.0143 0.0867 64 0.164 0.9984
## SB - SS -0.0174 0.0867 64 -0.201 0.9971
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 1.37 0.0531 64 1.27 1.48
## Black oats 1.20 0.0531 64 1.10 1.31
## Tall fescue 1.43 0.0531 64 1.32 1.53
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.1694 0.0751 64 2.255 0.0697
## Fodder radish - Tall fescue -0.0533 0.0751 64 -0.710 0.7585
## Black oats - Tall fescue -0.2228 0.0751 64 -2.965 0.0117
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 1.41 0.0751 64 1.26 1.56
## LB Fodder radish 1.38 0.0751 64 1.23 1.53
## SB Fodder radish 1.35 0.0751 64 1.20 1.50
## SS Fodder radish 1.36 0.0751 64 1.21 1.51
## Ref Black oats 1.24 0.0751 64 1.09 1.39
## LB Black oats 1.21 0.0751 64 1.06 1.36
## SB Black oats 1.18 0.0751 64 1.03 1.33
## SS Black oats 1.19 0.0751 64 1.04 1.34
## Ref Tall fescue 1.46 0.0751 64 1.31 1.61
## LB Tall fescue 1.43 0.0751 64 1.28 1.58
## SB Tall fescue 1.40 0.0751 64 1.25 1.55
## SS Tall fescue 1.42 0.0751 64 1.27 1.57
##
## 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 0.0328 0.0867 64 0.378 1.0000
## Ref Fodder radish - SB Fodder radish 0.0644 0.0867 64 0.743 0.9998
## Ref Fodder radish - SS Fodder radish 0.0470 0.0867 64 0.542 1.0000
## Ref Fodder radish - Ref Black oats 0.1694 0.0751 64 2.255 0.5176
## Ref Fodder radish - LB Black oats 0.2022 0.1148 64 1.762 0.8316
## Ref Fodder radish - SB Black oats 0.2339 0.1148 64 2.038 0.6664
## Ref Fodder radish - SS Black oats 0.2165 0.1148 64 1.886 0.7629
## Ref Fodder radish - Ref Tall fescue -0.0533 0.0751 64 -0.710 0.9999
## Ref Fodder radish - LB Tall fescue -0.0206 0.1148 64 -0.179 1.0000
## Ref Fodder radish - SB Tall fescue 0.0111 0.1148 64 0.097 1.0000
## Ref Fodder radish - SS Tall fescue -0.0063 0.1148 64 -0.055 1.0000
## LB Fodder radish - SB Fodder radish 0.0317 0.0867 64 0.365 1.0000
## LB Fodder radish - SS Fodder radish 0.0143 0.0867 64 0.164 1.0000
## LB Fodder radish - Ref Black oats 0.1367 0.1148 64 1.191 0.9879
## LB Fodder radish - LB Black oats 0.1694 0.0751 64 2.255 0.5176
## LB Fodder radish - SB Black oats 0.2011 0.1148 64 1.753 0.8365
## LB Fodder radish - SS Black oats 0.1837 0.1148 64 1.601 0.9025
## LB Fodder radish - Ref Tall fescue -0.0861 0.1148 64 -0.750 0.9998
## LB Fodder radish - LB Tall fescue -0.0533 0.0751 64 -0.710 0.9999
## LB Fodder radish - SB Tall fescue -0.0217 0.1148 64 -0.189 1.0000
## LB Fodder radish - SS Tall fescue -0.0391 0.1148 64 -0.340 1.0000
## SB Fodder radish - SS Fodder radish -0.0174 0.0867 64 -0.201 1.0000
## SB Fodder radish - Ref Black oats 0.1050 0.1148 64 0.915 0.9987
## SB Fodder radish - LB Black oats 0.1378 0.1148 64 1.201 0.9871
## SB Fodder radish - SB Black oats 0.1694 0.0751 64 2.255 0.5176
## SB Fodder radish - SS Black oats 0.1520 0.1148 64 1.325 0.9726
## SB Fodder radish - Ref Tall fescue -0.1178 0.1148 64 -1.026 0.9965
## SB Fodder radish - LB Tall fescue -0.0850 0.1148 64 -0.741 0.9998
## SB Fodder radish - SB Tall fescue -0.0533 0.0751 64 -0.710 0.9999
## SB Fodder radish - SS Tall fescue -0.0707 0.1148 64 -0.616 1.0000
## SS Fodder radish - Ref Black oats 0.1224 0.1148 64 1.067 0.9951
## SS Fodder radish - LB Black oats 0.1552 0.1148 64 1.352 0.9682
## SS Fodder radish - SB Black oats 0.1869 0.1148 64 1.628 0.8920
## SS Fodder radish - SS Black oats 0.1694 0.0751 64 2.255 0.5176
## SS Fodder radish - Ref Tall fescue -0.1004 0.1148 64 -0.875 0.9992
## SS Fodder radish - LB Tall fescue -0.0676 0.1148 64 -0.589 1.0000
## SS Fodder radish - SB Tall fescue -0.0359 0.1148 64 -0.313 1.0000
## SS Fodder radish - SS Tall fescue -0.0533 0.0751 64 -0.710 0.9999
## Ref Black oats - LB Black oats 0.0328 0.0867 64 0.378 1.0000
## Ref Black oats - SB Black oats 0.0644 0.0867 64 0.743 0.9998
## Ref Black oats - SS Black oats 0.0470 0.0867 64 0.542 1.0000
## Ref Black oats - Ref Tall fescue -0.2228 0.0751 64 -2.965 0.1434
## Ref Black oats - LB Tall fescue -0.1900 0.1148 64 -1.656 0.8809
## Ref Black oats - SB Tall fescue -0.1583 0.1148 64 -1.380 0.9633
## Ref Black oats - SS Tall fescue -0.1757 0.1148 64 -1.531 0.9259
## LB Black oats - SB Black oats 0.0317 0.0867 64 0.365 1.0000
## LB Black oats - SS Black oats 0.0143 0.0867 64 0.164 1.0000
## LB Black oats - Ref Tall fescue -0.2556 0.1148 64 -2.227 0.5372
## LB Black oats - LB Tall fescue -0.2228 0.0751 64 -2.965 0.1434
## LB Black oats - SB Tall fescue -0.1911 0.1148 64 -1.665 0.8768
## LB Black oats - SS Tall fescue -0.2085 0.1148 64 -1.817 0.8026
## SB Black oats - SS Black oats -0.0174 0.0867 64 -0.201 1.0000
## SB Black oats - Ref Tall fescue -0.2872 0.1148 64 -2.503 0.3571
## SB Black oats - LB Tall fescue -0.2544 0.1148 64 -2.217 0.5438
## SB Black oats - SB Tall fescue -0.2228 0.0751 64 -2.965 0.1434
## SB Black oats - SS Tall fescue -0.2402 0.1148 64 -2.093 0.6293
## SS Black oats - Ref Tall fescue -0.2698 0.1148 64 -2.351 0.4530
## SS Black oats - LB Tall fescue -0.2370 0.1148 64 -2.066 0.6480
## SS Black oats - SB Tall fescue -0.2054 0.1148 64 -1.790 0.8174
## SS Black oats - SS Tall fescue -0.2228 0.0751 64 -2.965 0.1434
## Ref Tall fescue - LB Tall fescue 0.0328 0.0867 64 0.378 1.0000
## Ref Tall fescue - SB Tall fescue 0.0644 0.0867 64 0.743 0.9998
## Ref Tall fescue - SS Tall fescue 0.0470 0.0867 64 0.542 1.0000
## LB Tall fescue - SB Tall fescue 0.0317 0.0867 64 0.365 1.0000
## LB Tall fescue - SS Tall fescue 0.0143 0.0867 64 0.164 1.0000
## SB Tall fescue - SS Tall fescue -0.0174 0.0867 64 -0.201 1.0000
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates

31 - 35 cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 1.59886 -0.05885 -0.05922 -0.14367
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.13539 -0.04011 0.03939 0.34054
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 0.1887 0.06290 0.6033 0.6152
## gr_bem 2 0.2321 0.11607 1.1133 0.3348
## blok 1 0.0745 0.07447 0.7143 0.4012
## jaar 1 2.0874 2.08738 20.0215 3.213e-05 ***
## Residuals 64 6.6725 0.10426
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.066129, p-value = 0.8905
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 1.85 0.0932 64 1.66 2.03
## LB Fodder radish 1.79 0.0932 64 1.60 1.98
## SB Fodder radish 1.79 0.0932 64 1.60 1.97
## SS Fodder radish 1.70 0.0932 64 1.52 1.89
## Ref Black oats 1.71 0.0932 64 1.53 1.90
## LB Black oats 1.65 0.0932 64 1.47 1.84
## SB Black oats 1.65 0.0932 64 1.47 1.84
## SS Black oats 1.57 0.0932 64 1.38 1.76
## Ref Tall fescue 1.81 0.0932 64 1.62 1.99
## LB Tall fescue 1.75 0.0932 64 1.56 1.94
## SB Tall fescue 1.75 0.0932 64 1.56 1.93
## SS Tall fescue 1.66 0.0932 64 1.48 1.85
##
## 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 0.05885 0.1076 64 0.547 1.0000
## Ref Fodder radish - SB Fodder radish 0.05922 0.1076 64 0.550 1.0000
## Ref Fodder radish - SS Fodder radish 0.14367 0.1076 64 1.335 0.9711
## Ref Fodder radish - Ref Black oats 0.13539 0.0932 64 1.453 0.9477
## Ref Fodder radish - LB Black oats 0.19424 0.1424 64 1.364 0.9662
## Ref Fodder radish - SB Black oats 0.19461 0.1424 64 1.367 0.9657
## Ref Fodder radish - SS Black oats 0.27906 0.1424 64 1.960 0.7175
## Ref Fodder radish - Ref Tall fescue 0.04011 0.0932 64 0.430 1.0000
## Ref Fodder radish - LB Tall fescue 0.09896 0.1424 64 0.695 0.9999
## Ref Fodder radish - SB Tall fescue 0.09933 0.1424 64 0.698 0.9999
## Ref Fodder radish - SS Tall fescue 0.18378 0.1424 64 1.291 0.9774
## LB Fodder radish - SB Fodder radish 0.00037 0.1076 64 0.003 1.0000
## LB Fodder radish - SS Fodder radish 0.08481 0.1076 64 0.788 0.9997
## LB Fodder radish - Ref Black oats 0.07654 0.1424 64 0.538 1.0000
## LB Fodder radish - LB Black oats 0.13539 0.0932 64 1.453 0.9477
## LB Fodder radish - SB Black oats 0.13576 0.1424 64 0.953 0.9982
## LB Fodder radish - SS Black oats 0.22020 0.1424 64 1.547 0.9212
## LB Fodder radish - Ref Tall fescue -0.01874 0.1424 64 -0.132 1.0000
## LB Fodder radish - LB Tall fescue 0.04011 0.0932 64 0.430 1.0000
## LB Fodder radish - SB Tall fescue 0.04048 0.1424 64 0.284 1.0000
## LB Fodder radish - SS Tall fescue 0.12493 0.1424 64 0.877 0.9991
## SB Fodder radish - SS Fodder radish 0.08444 0.1076 64 0.785 0.9997
## SB Fodder radish - Ref Black oats 0.07617 0.1424 64 0.535 1.0000
## SB Fodder radish - LB Black oats 0.13502 0.1424 64 0.948 0.9982
## SB Fodder radish - SB Black oats 0.13539 0.0932 64 1.453 0.9477
## SB Fodder radish - SS Black oats 0.21983 0.1424 64 1.544 0.9220
## SB Fodder radish - Ref Tall fescue -0.01911 0.1424 64 -0.134 1.0000
## SB Fodder radish - LB Tall fescue 0.03974 0.1424 64 0.279 1.0000
## SB Fodder radish - SB Tall fescue 0.04011 0.0932 64 0.430 1.0000
## SB Fodder radish - SS Tall fescue 0.12456 0.1424 64 0.875 0.9992
## SS Fodder radish - Ref Black oats -0.00828 0.1424 64 -0.058 1.0000
## SS Fodder radish - LB Black oats 0.05057 0.1424 64 0.355 1.0000
## SS Fodder radish - SB Black oats 0.05094 0.1424 64 0.358 1.0000
## SS Fodder radish - SS Black oats 0.13539 0.0932 64 1.453 0.9477
## SS Fodder radish - Ref Tall fescue -0.10356 0.1424 64 -0.727 0.9999
## SS Fodder radish - LB Tall fescue -0.04470 0.1424 64 -0.314 1.0000
## SS Fodder radish - SB Tall fescue -0.04433 0.1424 64 -0.311 1.0000
## SS Fodder radish - SS Tall fescue 0.04011 0.0932 64 0.430 1.0000
## Ref Black oats - LB Black oats 0.05885 0.1076 64 0.547 1.0000
## Ref Black oats - SB Black oats 0.05922 0.1076 64 0.550 1.0000
## Ref Black oats - SS Black oats 0.14367 0.1076 64 1.335 0.9711
## Ref Black oats - Ref Tall fescue -0.09528 0.0932 64 -1.022 0.9966
## Ref Black oats - LB Tall fescue -0.03643 0.1424 64 -0.256 1.0000
## Ref Black oats - SB Tall fescue -0.03606 0.1424 64 -0.253 1.0000
## Ref Black oats - SS Tall fescue 0.04839 0.1424 64 0.340 1.0000
## LB Black oats - SB Black oats 0.00037 0.1076 64 0.003 1.0000
## LB Black oats - SS Black oats 0.08481 0.1076 64 0.788 0.9997
## LB Black oats - Ref Tall fescue -0.15413 0.1424 64 -1.083 0.9944
## LB Black oats - LB Tall fescue -0.09528 0.0932 64 -1.022 0.9966
## LB Black oats - SB Tall fescue -0.09491 0.1424 64 -0.667 0.9999
## LB Black oats - SS Tall fescue -0.01046 0.1424 64 -0.073 1.0000
## SB Black oats - SS Black oats 0.08444 0.1076 64 0.785 0.9997
## SB Black oats - Ref Tall fescue -0.15450 0.1424 64 -1.085 0.9943
## SB Black oats - LB Tall fescue -0.09565 0.1424 64 -0.672 0.9999
## SB Black oats - SB Tall fescue -0.09528 0.0932 64 -1.022 0.9966
## SB Black oats - SS Tall fescue -0.01083 0.1424 64 -0.076 1.0000
## SS Black oats - Ref Tall fescue -0.23894 0.1424 64 -1.678 0.8713
## SS Black oats - LB Tall fescue -0.18009 0.1424 64 -1.265 0.9806
## SS Black oats - SB Tall fescue -0.17972 0.1424 64 -1.262 0.9809
## SS Black oats - SS Tall fescue -0.09528 0.0932 64 -1.022 0.9966
## Ref Tall fescue - LB Tall fescue 0.05885 0.1076 64 0.547 1.0000
## Ref Tall fescue - SB Tall fescue 0.05922 0.1076 64 0.550 1.0000
## Ref Tall fescue - SS Tall fescue 0.14367 0.1076 64 1.335 0.9711
## LB Tall fescue - SB Tall fescue 0.00037 0.1076 64 0.003 1.0000
## LB Tall fescue - SS Tall fescue 0.08481 0.1076 64 0.788 0.9997
## SB Tall fescue - SS Tall fescue 0.08444 0.1076 64 0.785 0.9997
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 1.79 0.0761 64 1.64 1.94
## LB 1.73 0.0761 64 1.58 1.88
## SB 1.73 0.0761 64 1.58 1.88
## SS 1.65 0.0761 64 1.49 1.80
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.05885 0.108 64 0.547 0.9471
## Ref - SB 0.05922 0.108 64 0.550 0.9462
## Ref - SS 0.14367 0.108 64 1.335 0.5445
## LB - SB 0.00037 0.108 64 0.003 1.0000
## LB - SS 0.08481 0.108 64 0.788 0.8596
## SB - SS 0.08444 0.108 64 0.785 0.8612
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 1.78 0.0659 64 1.65 1.91
## Black oats 1.65 0.0659 64 1.52 1.78
## Tall fescue 1.74 0.0659 64 1.61 1.87
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.1354 0.0932 64 1.453 0.3206
## Fodder radish - Tall fescue 0.0401 0.0932 64 0.430 0.9031
## Black oats - Tall fescue -0.0953 0.0932 64 -1.022 0.5657
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 1.85 0.0932 64 1.66 2.03
## LB Fodder radish 1.79 0.0932 64 1.60 1.98
## SB Fodder radish 1.79 0.0932 64 1.60 1.97
## SS Fodder radish 1.70 0.0932 64 1.52 1.89
## Ref Black oats 1.71 0.0932 64 1.53 1.90
## LB Black oats 1.65 0.0932 64 1.47 1.84
## SB Black oats 1.65 0.0932 64 1.47 1.84
## SS Black oats 1.57 0.0932 64 1.38 1.76
## Ref Tall fescue 1.81 0.0932 64 1.62 1.99
## LB Tall fescue 1.75 0.0932 64 1.56 1.94
## SB Tall fescue 1.75 0.0932 64 1.56 1.93
## SS Tall fescue 1.66 0.0932 64 1.48 1.85
##
## 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 0.05885 0.1076 64 0.547 1.0000
## Ref Fodder radish - SB Fodder radish 0.05922 0.1076 64 0.550 1.0000
## Ref Fodder radish - SS Fodder radish 0.14367 0.1076 64 1.335 0.9711
## Ref Fodder radish - Ref Black oats 0.13539 0.0932 64 1.453 0.9477
## Ref Fodder radish - LB Black oats 0.19424 0.1424 64 1.364 0.9662
## Ref Fodder radish - SB Black oats 0.19461 0.1424 64 1.367 0.9657
## Ref Fodder radish - SS Black oats 0.27906 0.1424 64 1.960 0.7175
## Ref Fodder radish - Ref Tall fescue 0.04011 0.0932 64 0.430 1.0000
## Ref Fodder radish - LB Tall fescue 0.09896 0.1424 64 0.695 0.9999
## Ref Fodder radish - SB Tall fescue 0.09933 0.1424 64 0.698 0.9999
## Ref Fodder radish - SS Tall fescue 0.18378 0.1424 64 1.291 0.9774
## LB Fodder radish - SB Fodder radish 0.00037 0.1076 64 0.003 1.0000
## LB Fodder radish - SS Fodder radish 0.08481 0.1076 64 0.788 0.9997
## LB Fodder radish - Ref Black oats 0.07654 0.1424 64 0.538 1.0000
## LB Fodder radish - LB Black oats 0.13539 0.0932 64 1.453 0.9477
## LB Fodder radish - SB Black oats 0.13576 0.1424 64 0.953 0.9982
## LB Fodder radish - SS Black oats 0.22020 0.1424 64 1.547 0.9212
## LB Fodder radish - Ref Tall fescue -0.01874 0.1424 64 -0.132 1.0000
## LB Fodder radish - LB Tall fescue 0.04011 0.0932 64 0.430 1.0000
## LB Fodder radish - SB Tall fescue 0.04048 0.1424 64 0.284 1.0000
## LB Fodder radish - SS Tall fescue 0.12493 0.1424 64 0.877 0.9991
## SB Fodder radish - SS Fodder radish 0.08444 0.1076 64 0.785 0.9997
## SB Fodder radish - Ref Black oats 0.07617 0.1424 64 0.535 1.0000
## SB Fodder radish - LB Black oats 0.13502 0.1424 64 0.948 0.9982
## SB Fodder radish - SB Black oats 0.13539 0.0932 64 1.453 0.9477
## SB Fodder radish - SS Black oats 0.21983 0.1424 64 1.544 0.9220
## SB Fodder radish - Ref Tall fescue -0.01911 0.1424 64 -0.134 1.0000
## SB Fodder radish - LB Tall fescue 0.03974 0.1424 64 0.279 1.0000
## SB Fodder radish - SB Tall fescue 0.04011 0.0932 64 0.430 1.0000
## SB Fodder radish - SS Tall fescue 0.12456 0.1424 64 0.875 0.9992
## SS Fodder radish - Ref Black oats -0.00828 0.1424 64 -0.058 1.0000
## SS Fodder radish - LB Black oats 0.05057 0.1424 64 0.355 1.0000
## SS Fodder radish - SB Black oats 0.05094 0.1424 64 0.358 1.0000
## SS Fodder radish - SS Black oats 0.13539 0.0932 64 1.453 0.9477
## SS Fodder radish - Ref Tall fescue -0.10356 0.1424 64 -0.727 0.9999
## SS Fodder radish - LB Tall fescue -0.04470 0.1424 64 -0.314 1.0000
## SS Fodder radish - SB Tall fescue -0.04433 0.1424 64 -0.311 1.0000
## SS Fodder radish - SS Tall fescue 0.04011 0.0932 64 0.430 1.0000
## Ref Black oats - LB Black oats 0.05885 0.1076 64 0.547 1.0000
## Ref Black oats - SB Black oats 0.05922 0.1076 64 0.550 1.0000
## Ref Black oats - SS Black oats 0.14367 0.1076 64 1.335 0.9711
## Ref Black oats - Ref Tall fescue -0.09528 0.0932 64 -1.022 0.9966
## Ref Black oats - LB Tall fescue -0.03643 0.1424 64 -0.256 1.0000
## Ref Black oats - SB Tall fescue -0.03606 0.1424 64 -0.253 1.0000
## Ref Black oats - SS Tall fescue 0.04839 0.1424 64 0.340 1.0000
## LB Black oats - SB Black oats 0.00037 0.1076 64 0.003 1.0000
## LB Black oats - SS Black oats 0.08481 0.1076 64 0.788 0.9997
## LB Black oats - Ref Tall fescue -0.15413 0.1424 64 -1.083 0.9944
## LB Black oats - LB Tall fescue -0.09528 0.0932 64 -1.022 0.9966
## LB Black oats - SB Tall fescue -0.09491 0.1424 64 -0.667 0.9999
## LB Black oats - SS Tall fescue -0.01046 0.1424 64 -0.073 1.0000
## SB Black oats - SS Black oats 0.08444 0.1076 64 0.785 0.9997
## SB Black oats - Ref Tall fescue -0.15450 0.1424 64 -1.085 0.9943
## SB Black oats - LB Tall fescue -0.09565 0.1424 64 -0.672 0.9999
## SB Black oats - SB Tall fescue -0.09528 0.0932 64 -1.022 0.9966
## SB Black oats - SS Tall fescue -0.01083 0.1424 64 -0.076 1.0000
## SS Black oats - Ref Tall fescue -0.23894 0.1424 64 -1.678 0.8713
## SS Black oats - LB Tall fescue -0.18009 0.1424 64 -1.265 0.9806
## SS Black oats - SB Tall fescue -0.17972 0.1424 64 -1.262 0.9809
## SS Black oats - SS Tall fescue -0.09528 0.0932 64 -1.022 0.9966
## Ref Tall fescue - LB Tall fescue 0.05885 0.1076 64 0.547 1.0000
## Ref Tall fescue - SB Tall fescue 0.05922 0.1076 64 0.550 1.0000
## Ref Tall fescue - SS Tall fescue 0.14367 0.1076 64 1.335 0.9711
## LB Tall fescue - SB Tall fescue 0.00037 0.1076 64 0.003 1.0000
## LB Tall fescue - SS Tall fescue 0.08481 0.1076 64 0.788 0.9997
## SB Tall fescue - SS Tall fescue 0.08444 0.1076 64 0.785 0.9997
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
36 - 40 cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 2.11099 -0.23715 -0.08544 -0.31656
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.01142 0.13486 0.03572 0.43698
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 1.1092 0.3697 2.1473 0.1029
## gr_bem 2 0.3177 0.1589 0.9226 0.4027
## blok 1 0.0613 0.0613 0.3557 0.5530
## jaar 1 3.4372 3.4372 19.9626 3.289e-05 ***
## Residuals 64 11.0195 0.1722
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.063921, p-value = 0.9119
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 2.44 0.0978 64 2.25 2.64
## LB 2.20 0.0978 64 2.01 2.40
## SB 2.36 0.0978 64 2.16 2.55
## SS 2.13 0.0978 64 1.93 2.32
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.2371 0.138 64 1.715 0.3247
## Ref - SB 0.0854 0.138 64 0.618 0.9261
## Ref - SS 0.3166 0.138 64 2.289 0.1114
## LB - SB -0.1517 0.138 64 -1.097 0.6928
## LB - SS 0.0794 0.138 64 0.574 0.9395
## SB - SS 0.2311 0.138 64 1.671 0.3474
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 2.24 0.0847 64 2.07 2.41
## Black oats 2.23 0.0847 64 2.06 2.40
## Tall fescue 2.38 0.0847 64 2.21 2.55
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.0114 0.12 64 0.095 0.9950
## Fodder radish - Tall fescue -0.1349 0.12 64 -1.126 0.5018
## Black oats - Tall fescue -0.1463 0.12 64 -1.221 0.4452
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 2.40 0.12 64 2.16 2.64
## LB Fodder radish 2.16 0.12 64 1.92 2.40
## SB Fodder radish 2.32 0.12 64 2.08 2.55
## SS Fodder radish 2.08 0.12 64 1.85 2.32
## Ref Black oats 2.39 0.12 64 2.15 2.63
## LB Black oats 2.15 0.12 64 1.91 2.39
## SB Black oats 2.30 0.12 64 2.06 2.54
## SS Black oats 2.07 0.12 64 1.83 2.31
## Ref Tall fescue 2.54 0.12 64 2.30 2.78
## LB Tall fescue 2.30 0.12 64 2.06 2.54
## SB Tall fescue 2.45 0.12 64 2.21 2.69
## SS Tall fescue 2.22 0.12 64 1.98 2.46
##
## 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 0.23715 0.138 64 1.715 0.8548
## Ref Fodder radish - SB Fodder radish 0.08544 0.138 64 0.618 1.0000
## Ref Fodder radish - SS Fodder radish 0.31656 0.138 64 2.289 0.4949
## Ref Fodder radish - Ref Black oats 0.01142 0.120 64 0.095 1.0000
## Ref Fodder radish - LB Black oats 0.24856 0.183 64 1.358 0.9672
## Ref Fodder radish - SB Black oats 0.09686 0.183 64 0.529 1.0000
## Ref Fodder radish - SS Black oats 0.32797 0.183 64 1.792 0.8159
## Ref Fodder radish - Ref Tall fescue -0.13486 0.120 64 -1.126 0.9923
## Ref Fodder radish - LB Tall fescue 0.10229 0.183 64 0.559 1.0000
## Ref Fodder radish - SB Tall fescue -0.04942 0.183 64 -0.270 1.0000
## Ref Fodder radish - SS Tall fescue 0.18169 0.183 64 0.993 0.9974
## LB Fodder radish - SB Fodder radish -0.15170 0.138 64 -1.097 0.9938
## LB Fodder radish - SS Fodder radish 0.07941 0.138 64 0.574 1.0000
## LB Fodder radish - Ref Black oats -0.22573 0.183 64 -1.234 0.9840
## LB Fodder radish - LB Black oats 0.01142 0.120 64 0.095 1.0000
## LB Fodder radish - SB Black oats -0.14029 0.183 64 -0.767 0.9998
## LB Fodder radish - SS Black oats 0.09082 0.183 64 0.496 1.0000
## LB Fodder radish - Ref Tall fescue -0.37201 0.183 64 -2.033 0.6697
## LB Fodder radish - LB Tall fescue -0.13486 0.120 64 -1.126 0.9923
## LB Fodder radish - SB Tall fescue -0.28656 0.183 64 -1.566 0.9147
## LB Fodder radish - SS Tall fescue -0.05545 0.183 64 -0.303 1.0000
## SB Fodder radish - SS Fodder radish 0.23111 0.138 64 1.671 0.8744
## SB Fodder radish - Ref Black oats -0.07403 0.183 64 -0.405 1.0000
## SB Fodder radish - LB Black oats 0.16312 0.183 64 0.891 0.9990
## SB Fodder radish - SB Black oats 0.01142 0.120 64 0.095 1.0000
## SB Fodder radish - SS Black oats 0.24253 0.183 64 1.325 0.9725
## SB Fodder radish - Ref Tall fescue -0.22031 0.183 64 -1.204 0.9868
## SB Fodder radish - LB Tall fescue 0.01684 0.183 64 0.092 1.0000
## SB Fodder radish - SB Tall fescue -0.13486 0.120 64 -1.126 0.9923
## SB Fodder radish - SS Tall fescue 0.09625 0.183 64 0.526 1.0000
## SS Fodder radish - Ref Black oats -0.30514 0.183 64 -1.668 0.8758
## SS Fodder radish - LB Black oats -0.06799 0.183 64 -0.372 1.0000
## SS Fodder radish - SB Black oats -0.21969 0.183 64 -1.201 0.9871
## SS Fodder radish - SS Black oats 0.01142 0.120 64 0.095 1.0000
## SS Fodder radish - Ref Tall fescue -0.45142 0.183 64 -2.467 0.3788
## SS Fodder radish - LB Tall fescue -0.21427 0.183 64 -1.171 0.9894
## SS Fodder radish - SB Tall fescue -0.36597 0.183 64 -2.000 0.6915
## SS Fodder radish - SS Tall fescue -0.13486 0.120 64 -1.126 0.9923
## Ref Black oats - LB Black oats 0.23715 0.138 64 1.715 0.8548
## Ref Black oats - SB Black oats 0.08544 0.138 64 0.618 1.0000
## Ref Black oats - SS Black oats 0.31656 0.138 64 2.289 0.4949
## Ref Black oats - Ref Tall fescue -0.14628 0.120 64 -1.221 0.9852
## Ref Black oats - LB Tall fescue 0.09087 0.183 64 0.497 1.0000
## Ref Black oats - SB Tall fescue -0.06083 0.183 64 -0.332 1.0000
## Ref Black oats - SS Tall fescue 0.17028 0.183 64 0.931 0.9985
## LB Black oats - SB Black oats -0.15170 0.138 64 -1.097 0.9938
## LB Black oats - SS Black oats 0.07941 0.138 64 0.574 1.0000
## LB Black oats - Ref Tall fescue -0.38343 0.183 64 -2.096 0.6276
## LB Black oats - LB Tall fescue -0.14628 0.120 64 -1.221 0.9852
## LB Black oats - SB Tall fescue -0.29798 0.183 64 -1.629 0.8919
## LB Black oats - SS Tall fescue -0.06687 0.183 64 -0.365 1.0000
## SB Black oats - SS Black oats 0.23111 0.138 64 1.671 0.8744
## SB Black oats - Ref Tall fescue -0.23172 0.183 64 -1.266 0.9805
## SB Black oats - LB Tall fescue 0.00543 0.183 64 0.030 1.0000
## SB Black oats - SB Tall fescue -0.14628 0.120 64 -1.221 0.9852
## SB Black oats - SS Tall fescue 0.08483 0.183 64 0.464 1.0000
## SS Black oats - Ref Tall fescue -0.46283 0.183 64 -2.530 0.3413
## SS Black oats - LB Tall fescue -0.22569 0.183 64 -1.233 0.9840
## SS Black oats - SB Tall fescue -0.37739 0.183 64 -2.063 0.6500
## SS Black oats - SS Tall fescue -0.14628 0.120 64 -1.221 0.9852
## Ref Tall fescue - LB Tall fescue 0.23715 0.138 64 1.715 0.8548
## Ref Tall fescue - SB Tall fescue 0.08544 0.138 64 0.618 1.0000
## Ref Tall fescue - SS Tall fescue 0.31656 0.138 64 2.289 0.4949
## LB Tall fescue - SB Tall fescue -0.15170 0.138 64 -1.097 0.9938
## LB Tall fescue - SS Tall fescue 0.07941 0.138 64 0.574 1.0000
## SB Tall fescue - SS Tall fescue 0.23111 0.138 64 1.671 0.8744
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
41 - 45 cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 2.69964 -0.20643 -0.07354 -0.18187
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.10351 -0.03356 0.14865 0.08242
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 0.4999 0.16664 0.4536 0.71567
## gr_bem 2 0.1339 0.06694 0.1822 0.83386
## blok 1 1.0607 1.06069 2.8870 0.09415 .
## jaar 1 0.1223 0.12227 0.3328 0.56605
## Residuals 64 23.5135 0.36740
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.089123, p-value = 0.5854
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 2.99 0.143 64 2.71 3.28
## LB 2.79 0.143 64 2.50 3.07
## SB 2.92 0.143 64 2.63 3.20
## SS 2.81 0.143 64 2.53 3.10
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.2064 0.202 64 1.022 0.7374
## Ref - SB 0.0735 0.202 64 0.364 0.9834
## Ref - SS 0.1819 0.202 64 0.900 0.8048
## LB - SB -0.1329 0.202 64 -0.658 0.9124
## LB - SS -0.0246 0.202 64 -0.122 0.9994
## SB - SS 0.1083 0.202 64 0.536 0.9499
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 2.92 0.124 64 2.68 3.17
## Black oats 2.82 0.124 64 2.57 3.07
## Tall fescue 2.89 0.124 64 2.64 3.14
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.1035 0.175 64 0.592 0.8251
## Fodder radish - Tall fescue 0.0336 0.175 64 0.192 0.9799
## Black oats - Tall fescue -0.0700 0.175 64 -0.400 0.9158
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 3.04 0.175 64 2.69 3.39
## LB Fodder radish 2.83 0.175 64 2.48 3.18
## SB Fodder radish 2.96 0.175 64 2.62 3.31
## SS Fodder radish 2.86 0.175 64 2.51 3.21
## Ref Black oats 2.93 0.175 64 2.59 3.28
## LB Black oats 2.73 0.175 64 2.38 3.08
## SB Black oats 2.86 0.175 64 2.51 3.21
## SS Black oats 2.75 0.175 64 2.40 3.10
## Ref Tall fescue 3.00 0.175 64 2.66 3.35
## LB Tall fescue 2.80 0.175 64 2.45 3.15
## SB Tall fescue 2.93 0.175 64 2.58 3.28
## SS Tall fescue 2.82 0.175 64 2.47 3.17
##
## 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 0.20643 0.202 64 1.022 0.9966
## Ref Fodder radish - SB Fodder radish 0.07354 0.202 64 0.364 1.0000
## Ref Fodder radish - SS Fodder radish 0.18187 0.202 64 0.900 0.9989
## Ref Fodder radish - Ref Black oats 0.10351 0.175 64 0.592 1.0000
## Ref Fodder radish - LB Black oats 0.30994 0.267 64 1.160 0.9902
## Ref Fodder radish - SB Black oats 0.17705 0.267 64 0.662 0.9999
## Ref Fodder radish - SS Black oats 0.28538 0.267 64 1.068 0.9951
## Ref Fodder radish - Ref Tall fescue 0.03356 0.175 64 0.192 1.0000
## Ref Fodder radish - LB Tall fescue 0.23998 0.267 64 0.898 0.9989
## Ref Fodder radish - SB Tall fescue 0.10709 0.267 64 0.401 1.0000
## Ref Fodder radish - SS Tall fescue 0.21543 0.267 64 0.806 0.9996
## LB Fodder radish - SB Fodder radish -0.13289 0.202 64 -0.658 0.9999
## LB Fodder radish - SS Fodder radish -0.02456 0.202 64 -0.122 1.0000
## LB Fodder radish - Ref Black oats -0.10291 0.267 64 -0.385 1.0000
## LB Fodder radish - LB Black oats 0.10351 0.175 64 0.592 1.0000
## LB Fodder radish - SB Black oats -0.02937 0.267 64 -0.110 1.0000
## LB Fodder radish - SS Black oats 0.07896 0.267 64 0.295 1.0000
## LB Fodder radish - Ref Tall fescue -0.17287 0.267 64 -0.647 1.0000
## LB Fodder radish - LB Tall fescue 0.03356 0.175 64 0.192 1.0000
## LB Fodder radish - SB Tall fescue -0.09933 0.267 64 -0.372 1.0000
## LB Fodder radish - SS Tall fescue 0.00900 0.267 64 0.034 1.0000
## SB Fodder radish - SS Fodder radish 0.10833 0.202 64 0.536 1.0000
## SB Fodder radish - Ref Black oats 0.02998 0.267 64 0.112 1.0000
## SB Fodder radish - LB Black oats 0.23640 0.267 64 0.884 0.9991
## SB Fodder radish - SB Black oats 0.10351 0.175 64 0.592 1.0000
## SB Fodder radish - SS Black oats 0.21185 0.267 64 0.793 0.9997
## SB Fodder radish - Ref Tall fescue -0.03998 0.267 64 -0.150 1.0000
## SB Fodder radish - LB Tall fescue 0.16644 0.267 64 0.623 1.0000
## SB Fodder radish - SB Tall fescue 0.03356 0.175 64 0.192 1.0000
## SB Fodder radish - SS Tall fescue 0.14189 0.267 64 0.531 1.0000
## SS Fodder radish - Ref Black oats -0.07836 0.267 64 -0.293 1.0000
## SS Fodder radish - LB Black oats 0.12807 0.267 64 0.479 1.0000
## SS Fodder radish - SB Black oats -0.00482 0.267 64 -0.018 1.0000
## SS Fodder radish - SS Black oats 0.10351 0.175 64 0.592 1.0000
## SS Fodder radish - Ref Tall fescue -0.14831 0.267 64 -0.555 1.0000
## SS Fodder radish - LB Tall fescue 0.05811 0.267 64 0.217 1.0000
## SS Fodder radish - SB Tall fescue -0.07478 0.267 64 -0.280 1.0000
## SS Fodder radish - SS Tall fescue 0.03356 0.175 64 0.192 1.0000
## Ref Black oats - LB Black oats 0.20643 0.202 64 1.022 0.9966
## Ref Black oats - SB Black oats 0.07354 0.202 64 0.364 1.0000
## Ref Black oats - SS Black oats 0.18187 0.202 64 0.900 0.9989
## Ref Black oats - Ref Tall fescue -0.06996 0.175 64 -0.400 1.0000
## Ref Black oats - LB Tall fescue 0.13647 0.267 64 0.511 1.0000
## Ref Black oats - SB Tall fescue 0.00358 0.267 64 0.013 1.0000
## Ref Black oats - SS Tall fescue 0.11191 0.267 64 0.419 1.0000
## LB Black oats - SB Black oats -0.13289 0.202 64 -0.658 0.9999
## LB Black oats - SS Black oats -0.02456 0.202 64 -0.122 1.0000
## LB Black oats - Ref Tall fescue -0.27638 0.267 64 -1.034 0.9962
## LB Black oats - LB Tall fescue -0.06996 0.175 64 -0.400 1.0000
## LB Black oats - SB Tall fescue -0.20285 0.267 64 -0.759 0.9998
## LB Black oats - SS Tall fescue -0.09451 0.267 64 -0.354 1.0000
## SB Black oats - SS Black oats 0.10833 0.202 64 0.536 1.0000
## SB Black oats - Ref Tall fescue -0.14350 0.267 64 -0.537 1.0000
## SB Black oats - LB Tall fescue 0.06293 0.267 64 0.235 1.0000
## SB Black oats - SB Tall fescue -0.06996 0.175 64 -0.400 1.0000
## SB Black oats - SS Tall fescue 0.03837 0.267 64 0.144 1.0000
## SS Black oats - Ref Tall fescue -0.25183 0.267 64 -0.942 0.9983
## SS Black oats - LB Tall fescue -0.04540 0.267 64 -0.170 1.0000
## SS Black oats - SB Tall fescue -0.17829 0.267 64 -0.667 0.9999
## SS Black oats - SS Tall fescue -0.06996 0.175 64 -0.400 1.0000
## Ref Tall fescue - LB Tall fescue 0.20643 0.202 64 1.022 0.9966
## Ref Tall fescue - SB Tall fescue 0.07354 0.202 64 0.364 1.0000
## Ref Tall fescue - SS Tall fescue 0.18187 0.202 64 0.900 0.9989
## LB Tall fescue - SB Tall fescue -0.13289 0.202 64 -0.658 0.9999
## LB Tall fescue - SS Tall fescue -0.02456 0.202 64 -0.122 1.0000
## SB Tall fescue - SS Tall fescue 0.10833 0.202 64 0.536 1.0000
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
46 - 50 cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 3.38911 -0.17083 -0.37181 -0.08180
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.05225 -0.06076 0.19615 -0.35006
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 1.3795 0.45983 1.1594 0.33220
## gr_bem 2 0.0520 0.02598 0.0655 0.93666
## blok 1 1.8467 1.84671 4.6563 0.03470 *
## jaar 1 2.2057 2.20570 5.5615 0.02143 *
## Residuals 64 25.3827 0.39660
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.073095, p-value = 0.8095
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 3.57 0.148 64 3.27 3.87
## LB 3.40 0.148 64 3.10 3.69
## SB 3.20 0.148 64 2.90 3.49
## SS 3.49 0.148 64 3.19 3.78
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.1708 0.21 64 0.814 0.8477
## Ref - SB 0.3718 0.21 64 1.771 0.2966
## Ref - SS 0.0818 0.21 64 0.390 0.9797
## LB - SB 0.2010 0.21 64 0.957 0.7739
## LB - SS -0.0890 0.21 64 -0.424 0.9741
## SB - SS -0.2900 0.21 64 -1.382 0.5154
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 3.45 0.129 64 3.19 3.71
## Black oats 3.40 0.129 64 3.14 3.65
## Tall fescue 3.39 0.129 64 3.13 3.65
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.05225 0.182 64 0.287 0.9555
## Fodder radish - Tall fescue 0.06076 0.182 64 0.334 0.9403
## Black oats - Tall fescue 0.00851 0.182 64 0.047 0.9988
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 3.61 0.182 64 3.24 3.97
## LB Fodder radish 3.44 0.182 64 3.07 3.80
## SB Fodder radish 3.23 0.182 64 2.87 3.60
## SS Fodder radish 3.52 0.182 64 3.16 3.89
## Ref Black oats 3.55 0.182 64 3.19 3.92
## LB Black oats 3.38 0.182 64 3.02 3.75
## SB Black oats 3.18 0.182 64 2.82 3.55
## SS Black oats 3.47 0.182 64 3.11 3.84
## Ref Tall fescue 3.55 0.182 64 3.18 3.91
## LB Tall fescue 3.37 0.182 64 3.01 3.74
## SB Tall fescue 3.17 0.182 64 2.81 3.54
## SS Tall fescue 3.46 0.182 64 3.10 3.83
##
## 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 0.17083 0.210 64 0.814 0.9996
## Ref Fodder radish - SB Fodder radish 0.37181 0.210 64 1.771 0.8270
## Ref Fodder radish - SS Fodder radish 0.08180 0.210 64 0.390 1.0000
## Ref Fodder radish - Ref Black oats 0.05225 0.182 64 0.287 1.0000
## Ref Fodder radish - LB Black oats 0.22308 0.278 64 0.803 0.9996
## Ref Fodder radish - SB Black oats 0.42406 0.278 64 1.527 0.9273
## Ref Fodder radish - SS Black oats 0.13405 0.278 64 0.483 1.0000
## Ref Fodder radish - Ref Tall fescue 0.06076 0.182 64 0.334 1.0000
## Ref Fodder radish - LB Tall fescue 0.23160 0.278 64 0.834 0.9995
## Ref Fodder radish - SB Tall fescue 0.43258 0.278 64 1.558 0.9175
## Ref Fodder radish - SS Tall fescue 0.14256 0.278 64 0.513 1.0000
## LB Fodder radish - SB Fodder radish 0.20098 0.210 64 0.957 0.9981
## LB Fodder radish - SS Fodder radish -0.08904 0.210 64 -0.424 1.0000
## LB Fodder radish - Ref Black oats -0.11858 0.278 64 -0.427 1.0000
## LB Fodder radish - LB Black oats 0.05225 0.182 64 0.287 1.0000
## LB Fodder radish - SB Black oats 0.25323 0.278 64 0.912 0.9988
## LB Fodder radish - SS Black oats -0.03679 0.278 64 -0.132 1.0000
## LB Fodder radish - Ref Tall fescue -0.11007 0.278 64 -0.396 1.0000
## LB Fodder radish - LB Tall fescue 0.06076 0.182 64 0.334 1.0000
## LB Fodder radish - SB Tall fescue 0.26175 0.278 64 0.943 0.9983
## LB Fodder radish - SS Tall fescue -0.02827 0.278 64 -0.102 1.0000
## SB Fodder radish - SS Fodder radish -0.29002 0.210 64 -1.382 0.9630
## SB Fodder radish - Ref Black oats -0.31956 0.278 64 -1.151 0.9908
## SB Fodder radish - LB Black oats -0.14873 0.278 64 -0.536 1.0000
## SB Fodder radish - SB Black oats 0.05225 0.182 64 0.287 1.0000
## SB Fodder radish - SS Black oats -0.23777 0.278 64 -0.856 0.9993
## SB Fodder radish - Ref Tall fescue -0.31105 0.278 64 -1.120 0.9926
## SB Fodder radish - LB Tall fescue -0.14022 0.278 64 -0.505 1.0000
## SB Fodder radish - SB Tall fescue 0.06076 0.182 64 0.334 1.0000
## SB Fodder radish - SS Tall fescue -0.22925 0.278 64 -0.826 0.9995
## SS Fodder radish - Ref Black oats -0.02955 0.278 64 -0.106 1.0000
## SS Fodder radish - LB Black oats 0.14129 0.278 64 0.509 1.0000
## SS Fodder radish - SB Black oats 0.34227 0.278 64 1.233 0.9841
## SS Fodder radish - SS Black oats 0.05225 0.182 64 0.287 1.0000
## SS Fodder radish - Ref Tall fescue -0.02103 0.278 64 -0.076 1.0000
## SS Fodder radish - LB Tall fescue 0.14980 0.278 64 0.539 1.0000
## SS Fodder radish - SB Tall fescue 0.35078 0.278 64 1.263 0.9808
## SS Fodder radish - SS Tall fescue 0.06076 0.182 64 0.334 1.0000
## Ref Black oats - LB Black oats 0.17083 0.210 64 0.814 0.9996
## Ref Black oats - SB Black oats 0.37181 0.210 64 1.771 0.8270
## Ref Black oats - SS Black oats 0.08180 0.210 64 0.390 1.0000
## Ref Black oats - Ref Tall fescue 0.00851 0.182 64 0.047 1.0000
## Ref Black oats - LB Tall fescue 0.17935 0.278 64 0.646 1.0000
## Ref Black oats - SB Tall fescue 0.38033 0.278 64 1.370 0.9652
## Ref Black oats - SS Tall fescue 0.09031 0.278 64 0.325 1.0000
## LB Black oats - SB Black oats 0.20098 0.210 64 0.957 0.9981
## LB Black oats - SS Black oats -0.08904 0.210 64 -0.424 1.0000
## LB Black oats - Ref Tall fescue -0.16232 0.278 64 -0.585 1.0000
## LB Black oats - LB Tall fescue 0.00851 0.182 64 0.047 1.0000
## LB Black oats - SB Tall fescue 0.20950 0.278 64 0.754 0.9998
## LB Black oats - SS Tall fescue -0.08052 0.278 64 -0.290 1.0000
## SB Black oats - SS Black oats -0.29002 0.210 64 -1.382 0.9630
## SB Black oats - Ref Tall fescue -0.36330 0.278 64 -1.308 0.9751
## SB Black oats - LB Tall fescue -0.19247 0.278 64 -0.693 0.9999
## SB Black oats - SB Tall fescue 0.00851 0.182 64 0.047 1.0000
## SB Black oats - SS Tall fescue -0.28150 0.278 64 -1.014 0.9968
## SS Black oats - Ref Tall fescue -0.07328 0.278 64 -0.264 1.0000
## SS Black oats - LB Tall fescue 0.09755 0.278 64 0.351 1.0000
## SS Black oats - SB Tall fescue 0.29853 0.278 64 1.075 0.9948
## SS Black oats - SS Tall fescue 0.00851 0.182 64 0.047 1.0000
## Ref Tall fescue - LB Tall fescue 0.17083 0.210 64 0.814 0.9996
## Ref Tall fescue - SB Tall fescue 0.37181 0.210 64 1.771 0.8270
## Ref Tall fescue - SS Tall fescue 0.08180 0.210 64 0.390 1.0000
## LB Tall fescue - SB Tall fescue 0.20098 0.210 64 0.957 0.9981
## LB Tall fescue - SS Tall fescue -0.08904 0.210 64 -0.424 1.0000
## SB Tall fescue - SS Tall fescue -0.29002 0.210 64 -1.382 0.9630
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
51 - 55 cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 3.78900 -0.42204 -0.54531 -0.35300
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## 0.02667 0.05537 0.35731 -0.53299
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 2.9567 0.9856 2.0173 0.1203246
## gr_bem 2 0.0368 0.0184 0.0377 0.9630459
## blok 1 6.1280 6.1280 12.5434 0.0007478 ***
## jaar 1 5.1134 5.1134 10.4666 0.0019253 **
## Residuals 64 31.2670 0.4885
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.08845, p-value = 0.5949
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 4.26 0.165 64 3.94 4.59
## LB 3.84 0.165 64 3.51 4.17
## SB 3.72 0.165 64 3.39 4.05
## SS 3.91 0.165 64 3.58 4.24
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.422 0.233 64 1.811 0.2775
## Ref - SB 0.545 0.233 64 2.341 0.0996
## Ref - SS 0.353 0.233 64 1.515 0.4346
## LB - SB 0.123 0.233 64 0.529 0.9517
## LB - SS -0.069 0.233 64 -0.296 0.9909
## SB - SS -0.192 0.233 64 -0.825 0.8422
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 3.91 0.143 64 3.62 4.19
## Black oats 3.93 0.143 64 3.65 4.22
## Tall fescue 3.96 0.143 64 3.68 4.25
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats -0.0267 0.202 64 -0.132 0.9904
## Fodder radish - Tall fescue -0.0554 0.202 64 -0.274 0.9594
## Black oats - Tall fescue -0.0287 0.202 64 -0.142 0.9889
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 4.24 0.202 64 3.83 4.64
## LB Fodder radish 3.82 0.202 64 3.41 4.22
## SB Fodder radish 3.69 0.202 64 3.29 4.09
## SS Fodder radish 3.88 0.202 64 3.48 4.29
## Ref Black oats 4.26 0.202 64 3.86 4.67
## LB Black oats 3.84 0.202 64 3.44 4.24
## SB Black oats 3.72 0.202 64 3.32 4.12
## SS Black oats 3.91 0.202 64 3.51 4.31
## Ref Tall fescue 4.29 0.202 64 3.89 4.70
## LB Tall fescue 3.87 0.202 64 3.47 4.27
## SB Tall fescue 3.75 0.202 64 3.34 4.15
## SS Tall fescue 3.94 0.202 64 3.54 4.34
##
## 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 0.4220 0.233 64 1.811 0.8057
## Ref Fodder radish - SB Fodder radish 0.5453 0.233 64 2.341 0.4601
## Ref Fodder radish - SS Fodder radish 0.3530 0.233 64 1.515 0.9309
## Ref Fodder radish - Ref Black oats -0.0267 0.202 64 -0.132 1.0000
## Ref Fodder radish - LB Black oats 0.3954 0.308 64 1.283 0.9785
## Ref Fodder radish - SB Black oats 0.5186 0.308 64 1.683 0.8693
## Ref Fodder radish - SS Black oats 0.3263 0.308 64 1.059 0.9954
## Ref Fodder radish - Ref Tall fescue -0.0554 0.202 64 -0.274 1.0000
## Ref Fodder radish - LB Tall fescue 0.3667 0.308 64 1.190 0.9880
## Ref Fodder radish - SB Tall fescue 0.4899 0.308 64 1.590 0.9065
## Ref Fodder radish - SS Tall fescue 0.2976 0.308 64 0.966 0.9979
## LB Fodder radish - SB Fodder radish 0.1233 0.233 64 0.529 1.0000
## LB Fodder radish - SS Fodder radish -0.0690 0.233 64 -0.296 1.0000
## LB Fodder radish - Ref Black oats -0.4487 0.308 64 -1.456 0.9469
## LB Fodder radish - LB Black oats -0.0267 0.202 64 -0.132 1.0000
## LB Fodder radish - SB Black oats 0.0966 0.308 64 0.313 1.0000
## LB Fodder radish - SS Black oats -0.0957 0.308 64 -0.311 1.0000
## LB Fodder radish - Ref Tall fescue -0.4774 0.308 64 -1.549 0.9204
## LB Fodder radish - LB Tall fescue -0.0554 0.202 64 -0.274 1.0000
## LB Fodder radish - SB Tall fescue 0.0679 0.308 64 0.220 1.0000
## LB Fodder radish - SS Tall fescue -0.1244 0.308 64 -0.404 1.0000
## SB Fodder radish - SS Fodder radish -0.1923 0.233 64 -0.825 0.9995
## SB Fodder radish - Ref Black oats -0.5720 0.308 64 -1.856 0.7808
## SB Fodder radish - LB Black oats -0.1499 0.308 64 -0.486 1.0000
## SB Fodder radish - SB Black oats -0.0267 0.202 64 -0.132 1.0000
## SB Fodder radish - SS Black oats -0.2190 0.308 64 -0.710 0.9999
## SB Fodder radish - Ref Tall fescue -0.6007 0.308 64 -1.949 0.7245
## SB Fodder radish - LB Tall fescue -0.1787 0.308 64 -0.580 1.0000
## SB Fodder radish - SB Tall fescue -0.0554 0.202 64 -0.274 1.0000
## SB Fodder radish - SS Tall fescue -0.2477 0.308 64 -0.804 0.9996
## SS Fodder radish - Ref Black oats -0.3797 0.308 64 -1.232 0.9842
## SS Fodder radish - LB Black oats 0.0424 0.308 64 0.137 1.0000
## SS Fodder radish - SB Black oats 0.1656 0.308 64 0.537 1.0000
## SS Fodder radish - SS Black oats -0.0267 0.202 64 -0.132 1.0000
## SS Fodder radish - Ref Tall fescue -0.4084 0.308 64 -1.325 0.9726
## SS Fodder radish - LB Tall fescue 0.0137 0.308 64 0.044 1.0000
## SS Fodder radish - SB Tall fescue 0.1369 0.308 64 0.444 1.0000
## SS Fodder radish - SS Tall fescue -0.0554 0.202 64 -0.274 1.0000
## Ref Black oats - LB Black oats 0.4220 0.233 64 1.811 0.8057
## Ref Black oats - SB Black oats 0.5453 0.233 64 2.341 0.4601
## Ref Black oats - SS Black oats 0.3530 0.233 64 1.515 0.9309
## Ref Black oats - Ref Tall fescue -0.0287 0.202 64 -0.142 1.0000
## Ref Black oats - LB Tall fescue 0.3933 0.308 64 1.276 0.9793
## Ref Black oats - SB Tall fescue 0.5166 0.308 64 1.676 0.8722
## Ref Black oats - SS Tall fescue 0.3243 0.308 64 1.052 0.9956
## LB Black oats - SB Black oats 0.1233 0.233 64 0.529 1.0000
## LB Black oats - SS Black oats -0.0690 0.233 64 -0.296 1.0000
## LB Black oats - Ref Tall fescue -0.4507 0.308 64 -1.462 0.9452
## LB Black oats - LB Tall fescue -0.0287 0.202 64 -0.142 1.0000
## LB Black oats - SB Tall fescue 0.0946 0.308 64 0.307 1.0000
## LB Black oats - SS Tall fescue -0.0977 0.308 64 -0.317 1.0000
## SB Black oats - SS Black oats -0.1923 0.233 64 -0.825 0.9995
## SB Black oats - Ref Tall fescue -0.5740 0.308 64 -1.862 0.7770
## SB Black oats - LB Tall fescue -0.1520 0.308 64 -0.493 1.0000
## SB Black oats - SB Tall fescue -0.0287 0.202 64 -0.142 1.0000
## SB Black oats - SS Tall fescue -0.2210 0.308 64 -0.717 0.9999
## SS Black oats - Ref Tall fescue -0.3817 0.308 64 -1.238 0.9835
## SS Black oats - LB Tall fescue 0.0403 0.308 64 0.131 1.0000
## SS Black oats - SB Tall fescue 0.1636 0.308 64 0.531 1.0000
## SS Black oats - SS Tall fescue -0.0287 0.202 64 -0.142 1.0000
## Ref Tall fescue - LB Tall fescue 0.4220 0.233 64 1.811 0.8057
## Ref Tall fescue - SB Tall fescue 0.5453 0.233 64 2.341 0.4601
## Ref Tall fescue - SS Tall fescue 0.3530 0.233 64 1.515 0.9309
## LB Tall fescue - SB Tall fescue 0.1233 0.233 64 0.529 1.0000
## LB Tall fescue - SS Tall fescue -0.0690 0.233 64 -0.296 1.0000
## SB Tall fescue - SS Tall fescue -0.1923 0.233 64 -0.825 0.9995
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
56 - 60 cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 3.60445 -0.53787 -0.37955 -0.34089
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## 0.11335 -0.09544 0.57452 -0.42301
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 3.200 1.0667 1.1145 0.3499446
## gr_bem 2 0.534 0.2671 0.2791 0.7573946
## blok 1 15.220 15.2196 15.9017 0.0001762 ***
## jaar 1 3.171 3.1709 3.3130 0.0734844 .
## Residuals 63 60.298 0.9571
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.14194, p-value = 0.1036
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 4.56 0.238 63 4.08 5.03
## LB 4.02 0.231 63 3.56 4.48
## SB 4.18 0.231 63 3.72 4.64
## SS 4.22 0.231 63 3.75 4.68
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.5379 0.331 63 1.624 0.3728
## Ref - SB 0.3796 0.331 63 1.146 0.6627
## Ref - SS 0.3409 0.331 63 1.029 0.7330
## LB - SB -0.1583 0.326 63 -0.485 0.9621
## LB - SS -0.1970 0.326 63 -0.604 0.9304
## SB - SS -0.0387 0.326 63 -0.119 0.9994
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 4.24 0.204 63 3.83 4.64
## Black oats 4.35 0.200 63 3.95 4.75
## Tall fescue 4.14 0.200 63 3.74 4.54
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats -0.1134 0.286 63 -0.397 0.9170
## Fodder radish - Tall fescue 0.0954 0.286 63 0.334 0.9404
## Black oats - Tall fescue 0.2088 0.282 63 0.739 0.7411
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 4.55 0.295 63 3.96 5.14
## LB Fodder radish 4.01 0.284 63 3.44 4.58
## SB Fodder radish 4.17 0.284 63 3.60 4.74
## SS Fodder radish 4.21 0.284 63 3.64 4.78
## Ref Black oats 4.66 0.286 63 4.09 5.23
## LB Black oats 4.13 0.283 63 3.56 4.69
## SB Black oats 4.28 0.283 63 3.72 4.85
## SS Black oats 4.32 0.283 63 3.76 4.89
## Ref Tall fescue 4.45 0.286 63 3.88 5.03
## LB Tall fescue 3.92 0.283 63 3.35 4.48
## SB Tall fescue 4.08 0.283 63 3.51 4.64
## SS Tall fescue 4.11 0.283 63 3.55 4.68
##
## 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 0.5379 0.331 63 1.624 0.8936
## Ref Fodder radish - SB Fodder radish 0.3796 0.331 63 1.146 0.9911
## Ref Fodder radish - SS Fodder radish 0.3409 0.331 63 1.029 0.9964
## Ref Fodder radish - Ref Black oats -0.1134 0.286 63 -0.397 1.0000
## Ref Fodder radish - LB Black oats 0.4245 0.443 63 0.958 0.9981
## Ref Fodder radish - SB Black oats 0.2662 0.443 63 0.601 1.0000
## Ref Fodder radish - SS Black oats 0.2275 0.443 63 0.513 1.0000
## Ref Fodder radish - Ref Tall fescue 0.0954 0.286 63 0.334 1.0000
## Ref Fodder radish - LB Tall fescue 0.6333 0.443 63 1.429 0.9530
## Ref Fodder radish - SB Tall fescue 0.4750 0.443 63 1.072 0.9949
## Ref Fodder radish - SS Tall fescue 0.4363 0.443 63 0.985 0.9975
## LB Fodder radish - SB Fodder radish -0.1583 0.326 63 -0.485 1.0000
## LB Fodder radish - SS Fodder radish -0.1970 0.326 63 -0.604 1.0000
## LB Fodder radish - Ref Black oats -0.6512 0.432 63 -1.509 0.9326
## LB Fodder radish - LB Black oats -0.1134 0.286 63 -0.397 1.0000
## LB Fodder radish - SB Black oats -0.2717 0.434 63 -0.627 1.0000
## LB Fodder radish - SS Black oats -0.3103 0.434 63 -0.716 0.9999
## LB Fodder radish - Ref Tall fescue -0.4424 0.432 63 -1.025 0.9965
## LB Fodder radish - LB Tall fescue 0.0954 0.286 63 0.334 1.0000
## LB Fodder radish - SB Tall fescue -0.0629 0.434 63 -0.145 1.0000
## LB Fodder radish - SS Tall fescue -0.1015 0.434 63 -0.234 1.0000
## SB Fodder radish - SS Fodder radish -0.0387 0.326 63 -0.119 1.0000
## SB Fodder radish - Ref Black oats -0.4929 0.432 63 -1.142 0.9913
## SB Fodder radish - LB Black oats 0.0450 0.434 63 0.104 1.0000
## SB Fodder radish - SB Black oats -0.1134 0.286 63 -0.397 1.0000
## SB Fodder radish - SS Black oats -0.1520 0.434 63 -0.351 1.0000
## SB Fodder radish - Ref Tall fescue -0.2841 0.432 63 -0.658 0.9999
## SB Fodder radish - LB Tall fescue 0.2538 0.434 63 0.585 1.0000
## SB Fodder radish - SB Tall fescue 0.0954 0.286 63 0.334 1.0000
## SB Fodder radish - SS Tall fescue 0.0568 0.434 63 0.131 1.0000
## SS Fodder radish - Ref Black oats -0.4542 0.432 63 -1.052 0.9956
## SS Fodder radish - LB Black oats 0.0836 0.434 63 0.193 1.0000
## SS Fodder radish - SB Black oats -0.0747 0.434 63 -0.172 1.0000
## SS Fodder radish - SS Black oats -0.1134 0.286 63 -0.397 1.0000
## SS Fodder radish - Ref Tall fescue -0.2454 0.432 63 -0.569 1.0000
## SS Fodder radish - LB Tall fescue 0.2924 0.434 63 0.674 0.9999
## SS Fodder radish - SB Tall fescue 0.1341 0.434 63 0.309 1.0000
## SS Fodder radish - SS Tall fescue 0.0954 0.286 63 0.334 1.0000
## Ref Black oats - LB Black oats 0.5379 0.331 63 1.624 0.8936
## Ref Black oats - SB Black oats 0.3796 0.331 63 1.146 0.9911
## Ref Black oats - SS Black oats 0.3409 0.331 63 1.029 0.9964
## Ref Black oats - Ref Tall fescue 0.2088 0.282 63 0.739 0.9998
## Ref Black oats - LB Tall fescue 0.7467 0.435 63 1.715 0.8543
## Ref Black oats - SB Tall fescue 0.5883 0.435 63 1.352 0.9683
## Ref Black oats - SS Tall fescue 0.5497 0.435 63 1.263 0.9808
## LB Black oats - SB Black oats -0.1583 0.326 63 -0.485 1.0000
## LB Black oats - SS Black oats -0.1970 0.326 63 -0.604 1.0000
## LB Black oats - Ref Tall fescue -0.3291 0.435 63 -0.756 0.9998
## LB Black oats - LB Tall fescue 0.2088 0.282 63 0.739 0.9998
## LB Black oats - SB Tall fescue 0.0505 0.431 63 0.117 1.0000
## LB Black oats - SS Tall fescue 0.0118 0.431 63 0.027 1.0000
## SB Black oats - SS Black oats -0.0387 0.326 63 -0.119 1.0000
## SB Black oats - Ref Tall fescue -0.1708 0.435 63 -0.392 1.0000
## SB Black oats - LB Tall fescue 0.3671 0.431 63 0.851 0.9993
## SB Black oats - SB Tall fescue 0.2088 0.282 63 0.739 0.9998
## SB Black oats - SS Tall fescue 0.1701 0.431 63 0.394 1.0000
## SS Black oats - Ref Tall fescue -0.1321 0.435 63 -0.303 1.0000
## SS Black oats - LB Tall fescue 0.4058 0.431 63 0.941 0.9984
## SS Black oats - SB Tall fescue 0.2475 0.431 63 0.574 1.0000
## SS Black oats - SS Tall fescue 0.2088 0.282 63 0.739 0.9998
## Ref Tall fescue - LB Tall fescue 0.5379 0.331 63 1.624 0.8936
## Ref Tall fescue - SB Tall fescue 0.3796 0.331 63 1.146 0.9911
## Ref Tall fescue - SS Tall fescue 0.3409 0.331 63 1.029 0.9964
## LB Tall fescue - SB Tall fescue -0.1583 0.326 63 -0.485 1.0000
## LB Tall fescue - SS Tall fescue -0.1970 0.326 63 -0.604 1.0000
## SB Tall fescue - SS Tall fescue -0.0387 0.326 63 -0.119 1.0000
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates
61 - 65cm
##
## 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

## $model
##
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok + jaar, data = dataset)
##
## Coefficients:
## (Intercept) ondgr_bwLB ondgr_bwSB ondgr_bwSS
## 3.88916 -0.02135 -0.44776 -0.15106
## gr_bemBlack oats gr_bemTall fescue blok jaar2022
## -0.06328 -0.25017 0.41890 -0.27036
##
##
## $anova
## Analysis of Variance Table
##
## Response: var1[[1]]
## Df Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw 3 2.384 0.7945 0.5775 0.63202
## gr_bem 2 1.060 0.5299 0.3852 0.68199
## blok 1 7.976 7.9756 5.7969 0.01909 *
## jaar 1 1.254 1.2541 0.9115 0.34348
## Residuals 61 83.927 1.3758
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Exact one-sample Kolmogorov-Smirnov test
##
## data: resid(functie.model(var1))
## D = 0.093488, p-value = 0.5511
## alternative hypothesis: two-sided
## $emmeans
## ondgr_bw emmean SE df lower.CL upper.CL
## Ref 4.49 0.294 61 3.91 5.08
## LB 4.47 0.285 61 3.90 5.04
## SB 4.05 0.276 61 3.49 4.60
## SS 4.34 0.276 61 3.79 4.90
##
## Results are averaged over the levels of: gr_bem, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Ref - LB 0.0214 0.410 61 0.052 0.9999
## Ref - SB 0.4478 0.404 61 1.109 0.6852
## Ref - SS 0.1511 0.404 61 0.374 0.9820
## LB - SB 0.4264 0.397 61 1.074 0.7067
## LB - SS 0.1297 0.397 61 0.327 0.9879
## SB - SS -0.2967 0.391 61 -0.759 0.8725
##
## Results are averaged over the levels of: gr_bem, jaar
## P value adjustment: tukey method for comparing a family of 4 estimates
## $emmeans
## gr_bem emmean SE df lower.CL upper.CL
## Fodder radish 4.44 0.251 61 3.94 4.94
## Black oats 4.38 0.239 61 3.90 4.86
## Tall fescue 4.19 0.245 61 3.70 4.68
##
## Results are averaged over the levels of: ondgr_bw, jaar
## Confidence level used: 0.95
##
## $contrasts
## contrast estimate SE df t.ratio p.value
## Fodder radish - Black oats 0.0633 0.347 61 0.182 0.9818
## Fodder radish - Tall fescue 0.2502 0.351 61 0.713 0.7568
## Black oats - Tall fescue 0.1869 0.343 61 0.546 0.8492
##
## Results are averaged over the levels of: ondgr_bw, jaar
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
## ondgr_bw gr_bem emmean SE df lower.CL upper.CL
## Ref Fodder radish 4.60 0.360 61 3.88 5.32
## LB Fodder radish 4.58 0.357 61 3.86 5.29
## SB Fodder radish 4.15 0.343 61 3.46 4.84
## SS Fodder radish 4.45 0.343 61 3.76 5.13
## Ref Black oats 4.53 0.347 61 3.84 5.23
## LB Black oats 4.51 0.344 61 3.83 5.20
## SB Black oats 4.09 0.340 61 3.41 4.77
## SS Black oats 4.38 0.340 61 3.70 5.06
## Ref Tall fescue 4.35 0.359 61 3.63 5.07
## LB Tall fescue 4.33 0.344 61 3.64 5.01
## SB Tall fescue 3.90 0.341 61 3.22 4.58
## SS Tall fescue 4.20 0.341 61 3.51 4.88
##
## 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 0.0214 0.410 61 0.052 1.0000
## Ref Fodder radish - SB Fodder radish 0.4478 0.404 61 1.109 0.9931
## Ref Fodder radish - SS Fodder radish 0.1511 0.404 61 0.374 1.0000
## Ref Fodder radish - Ref Black oats 0.0633 0.347 61 0.182 1.0000
## Ref Fodder radish - LB Black oats 0.0846 0.537 61 0.158 1.0000
## Ref Fodder radish - SB Black oats 0.5110 0.539 61 0.948 0.9982
## Ref Fodder radish - SS Black oats 0.2143 0.539 61 0.398 1.0000
## Ref Fodder radish - Ref Tall fescue 0.2502 0.351 61 0.713 0.9999
## Ref Fodder radish - LB Tall fescue 0.2715 0.532 61 0.510 1.0000
## Ref Fodder radish - SB Tall fescue 0.6979 0.535 61 1.305 0.9753
## Ref Fodder radish - SS Tall fescue 0.4012 0.535 61 0.750 0.9998
## LB Fodder radish - SB Fodder radish 0.4264 0.397 61 1.074 0.9948
## LB Fodder radish - SS Fodder radish 0.1297 0.397 61 0.327 1.0000
## LB Fodder radish - Ref Black oats 0.0419 0.537 61 0.078 1.0000
## LB Fodder radish - LB Black oats 0.0633 0.347 61 0.182 1.0000
## LB Fodder radish - SB Black oats 0.4897 0.534 61 0.916 0.9987
## LB Fodder radish - SS Black oats 0.1930 0.534 61 0.361 1.0000
## LB Fodder radish - Ref Tall fescue 0.2288 0.547 61 0.418 1.0000
## LB Fodder radish - LB Tall fescue 0.2502 0.351 61 0.713 0.9999
## LB Fodder radish - SB Tall fescue 0.6766 0.537 61 1.259 0.9812
## LB Fodder radish - SS Tall fescue 0.3799 0.537 61 0.707 0.9999
## SB Fodder radish - SS Fodder radish -0.2967 0.391 61 -0.759 0.9998
## SB Fodder radish - Ref Black oats -0.3845 0.525 61 -0.732 0.9998
## SB Fodder radish - LB Black oats -0.3631 0.520 61 -0.698 0.9999
## SB Fodder radish - SB Black oats 0.0633 0.347 61 0.182 1.0000
## SB Fodder radish - SS Black oats -0.2334 0.523 61 -0.447 1.0000
## SB Fodder radish - Ref Tall fescue -0.1976 0.535 61 -0.369 1.0000
## SB Fodder radish - LB Tall fescue -0.1762 0.522 61 -0.337 1.0000
## SB Fodder radish - SB Tall fescue 0.2502 0.351 61 0.713 0.9999
## SB Fodder radish - SS Tall fescue -0.0465 0.525 61 -0.089 1.0000
## SS Fodder radish - Ref Black oats -0.0878 0.525 61 -0.167 1.0000
## SS Fodder radish - LB Black oats -0.0664 0.520 61 -0.128 1.0000
## SS Fodder radish - SB Black oats 0.3600 0.523 61 0.689 0.9999
## SS Fodder radish - SS Black oats 0.0633 0.347 61 0.182 1.0000
## SS Fodder radish - Ref Tall fescue 0.0991 0.535 61 0.185 1.0000
## SS Fodder radish - LB Tall fescue 0.1205 0.522 61 0.231 1.0000
## SS Fodder radish - SB Tall fescue 0.5469 0.525 61 1.041 0.9960
## SS Fodder radish - SS Tall fescue 0.2502 0.351 61 0.713 0.9999
## Ref Black oats - LB Black oats 0.0214 0.410 61 0.052 1.0000
## Ref Black oats - SB Black oats 0.4478 0.404 61 1.109 0.9931
## Ref Black oats - SS Black oats 0.1511 0.404 61 0.374 1.0000
## Ref Black oats - Ref Tall fescue 0.1869 0.343 61 0.546 1.0000
## Ref Black oats - LB Tall fescue 0.2082 0.527 61 0.395 1.0000
## Ref Black oats - SB Tall fescue 0.6347 0.522 61 1.215 0.9857
## Ref Black oats - SS Tall fescue 0.3379 0.522 61 0.647 1.0000
## LB Black oats - SB Black oats 0.4264 0.397 61 1.074 0.9948
## LB Black oats - SS Black oats 0.1297 0.397 61 0.327 1.0000
## LB Black oats - Ref Tall fescue 0.1655 0.541 61 0.306 1.0000
## LB Black oats - LB Tall fescue 0.1869 0.343 61 0.546 1.0000
## LB Black oats - SB Tall fescue 0.6133 0.525 61 1.169 0.9895
## LB Black oats - SS Tall fescue 0.3166 0.525 61 0.603 1.0000
## SB Black oats - SS Black oats -0.2967 0.391 61 -0.759 0.9998
## SB Black oats - Ref Tall fescue -0.2609 0.536 61 -0.486 1.0000
## SB Black oats - LB Tall fescue -0.2395 0.524 61 -0.457 1.0000
## SB Black oats - SB Tall fescue 0.1869 0.343 61 0.546 1.0000
## SB Black oats - SS Tall fescue -0.1098 0.520 61 -0.211 1.0000
## SS Black oats - Ref Tall fescue 0.0358 0.536 61 0.067 1.0000
## SS Black oats - LB Tall fescue 0.0572 0.524 61 0.109 1.0000
## SS Black oats - SB Tall fescue 0.4836 0.520 61 0.930 0.9985
## SS Black oats - SS Tall fescue 0.1869 0.343 61 0.546 1.0000
## Ref Tall fescue - LB Tall fescue 0.0214 0.410 61 0.052 1.0000
## Ref Tall fescue - SB Tall fescue 0.4478 0.404 61 1.109 0.9931
## Ref Tall fescue - SS Tall fescue 0.1511 0.404 61 0.374 1.0000
## LB Tall fescue - SB Tall fescue 0.4264 0.397 61 1.074 0.9948
## LB Tall fescue - SS Tall fescue 0.1297 0.397 61 0.327 1.0000
## SB Tall fescue - SS Tall fescue -0.2967 0.391 61 -0.759 0.9998
##
## Results are averaged over the levels of: jaar
## P value adjustment: tukey method for comparing a family of 12 estimates