General results

There were no significant effects from the treatments on the bruto, netto, <40 mm potato size and 40-70 mm size potato yield in 2022.

Results

Gross

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    56            68          56
##   Compost                 0            12           0
##   LB                     56            56          56
##   LB extensive            0            12           0
##   LB Sand                 0            12           0
##   SB                     56            56          56
##   SS                     56            56          56
##   SS Caterpillar          0            18           0
## Warning: Removed 253 rows containing non-finite values (`stat_boxplot()`).
## Warning: Removed 253 rows containing non-finite values (`stat_summary()`).
## Warning: Removed 253 rows containing non-finite values (`stat_bin()`).

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##             46936.0              -1844.1               3038.1  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##              1560.5               -838.3              -1645.0  
##                blok  
##             -1837.2  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df    Sum Sq  Mean Sq F value Pr(>F)
## ondgr_bw   3 104337550 34779183  1.0851 0.3715
## gr_bem     2  16534359  8267180  0.2579 0.7745
## blok       1  76954940 76954940  2.4010 0.1325
## Residuals 28 897426646 32050952               
## 
## $shapiro
## 
##  Shapiro-Wilk normality test
## 
## data:  model$residuals
## W = 0.97007, p-value = 0.4451
## $emmeans
##  ondgr_bw gr_bem        emmean   SE df lower.CL upper.CL
##  Ref      Black oats     43209 2319 28    38459    47959
##  LB       Black oats     41365 2319 28    36615    46115
##  SB       Black oats     46247 2370 28    41393    51102
##  SS       Black oats     44770 2319 28    40020    49520
##  Ref      Fodder radish  42371 2337 28    37583    47158
##  LB       Fodder radish  40527 2337 28    35739    45314
##  SB       Fodder radish  45409 2540 28    40206    50612
##  SS       Fodder radish  43931 2337 28    39144    48719
##  Ref      Tall fescue    41564 2319 28    36814    46314
##  LB       Tall fescue    39720 2319 28    34970    44470
##  SB       Tall fescue    44602 2370 28    39748    49457
##  SS       Tall fescue    43125 2319 28    38375    47875
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate   SE df t.ratio p.value
##  Ref Black oats - LB Black oats         1844.1 2669 28   0.691  0.9999
##  Ref Black oats - SB Black oats        -3038.1 2761 28  -1.100  0.9921
##  Ref Black oats - SS Black oats        -1560.5 2669 28  -0.585  1.0000
##  Ref Black oats - Ref Fodder radish      838.3 2371 28   0.354  1.0000
##  Ref Black oats - LB Fodder radish      2682.4 3570 28   0.751  0.9997
##  Ref Black oats - SB Fodder radish     -2199.8 3741 28  -0.588  1.0000
##  Ref Black oats - SS Fodder radish      -722.1 3570 28  -0.202  1.0000
##  Ref Black oats - Ref Tall fescue       1645.0 2311 28   0.712  0.9998
##  Ref Black oats - LB Tall fescue        3489.1 3530 28   0.988  0.9968
##  Ref Black oats - SB Tall fescue       -1393.1 3601 28  -0.387  1.0000
##  Ref Black oats - SS Tall fescue          84.5 3530 28   0.024  1.0000
##  LB Black oats - SB Black oats         -4882.2 2761 28  -1.768  0.8210
##  LB Black oats - SS Black oats         -3404.6 2669 28  -1.276  0.9758
##  LB Black oats - Ref Fodder radish     -1005.7 3570 28  -0.282  1.0000
##  LB Black oats - LB Fodder radish        838.3 2371 28   0.354  1.0000
##  LB Black oats - SB Fodder radish      -4043.9 3741 28  -1.081  0.9932
##  LB Black oats - SS Fodder radish      -2566.2 3570 28  -0.719  0.9998
##  LB Black oats - Ref Tall fescue        -199.1 3530 28  -0.056  1.0000
##  LB Black oats - LB Tall fescue         1645.0 2311 28   0.712  0.9998
##  LB Black oats - SB Tall fescue        -3237.2 3601 28  -0.899  0.9986
##  LB Black oats - SS Tall fescue        -1759.6 3530 28  -0.498  1.0000
##  SB Black oats - SS Black oats          1477.6 2761 28   0.535  1.0000
##  SB Black oats - Ref Fodder radish      3876.5 3535 28   1.097  0.9924
##  SB Black oats - LB Fodder radish       5720.6 3535 28   1.618  0.8880
##  SB Black oats - SB Fodder radish        838.3 2371 28   0.354  1.0000
##  SB Black oats - SS Fodder radish       2316.0 3535 28   0.655  0.9999
##  SB Black oats - Ref Tall fescue        4683.1 3601 28   1.301  0.9722
##  SB Black oats - LB Tall fescue         6527.2 3601 28   1.813  0.7981
##  SB Black oats - SB Tall fescue         1645.0 2311 28   0.712  0.9998
##  SB Black oats - SS Tall fescue         3122.6 3601 28   0.867  0.9990
##  SS Black oats - Ref Fodder radish      2398.8 3570 28   0.672  0.9999
##  SS Black oats - LB Fodder radish       4242.9 3570 28   1.188  0.9857
##  SS Black oats - SB Fodder radish       -639.3 3741 28  -0.171  1.0000
##  SS Black oats - SS Fodder radish        838.3 2371 28   0.354  1.0000
##  SS Black oats - Ref Tall fescue        3205.5 3530 28   0.908  0.9985
##  SS Black oats - LB Tall fescue         5049.6 3530 28   1.430  0.9470
##  SS Black oats - SB Tall fescue          167.4 3601 28   0.046  1.0000
##  SS Black oats - SS Tall fescue         1645.0 2311 28   0.712  0.9998
##  Ref Fodder radish - LB Fodder radish   1844.1 2669 28   0.691  0.9999
##  Ref Fodder radish - SB Fodder radish  -3038.1 2761 28  -1.100  0.9921
##  Ref Fodder radish - SS Fodder radish  -1560.5 2669 28  -0.585  1.0000
##  Ref Fodder radish - Ref Tall fescue     806.6 2371 28   0.340  1.0000
##  Ref Fodder radish - LB Tall fescue     2650.7 3570 28   0.742  0.9998
##  Ref Fodder radish - SB Tall fescue    -2231.5 3535 28  -0.631  0.9999
##  Ref Fodder radish - SS Tall fescue     -753.9 3570 28  -0.211  1.0000
##  LB Fodder radish - SB Fodder radish   -4882.2 2761 28  -1.768  0.8210
##  LB Fodder radish - SS Fodder radish   -3404.6 2669 28  -1.276  0.9758
##  LB Fodder radish - Ref Tall fescue    -1037.5 3570 28  -0.291  1.0000
##  LB Fodder radish - LB Tall fescue       806.6 2371 28   0.340  1.0000
##  LB Fodder radish - SB Tall fescue     -4075.6 3535 28  -1.153  0.9887
##  LB Fodder radish - SS Tall fescue     -2598.0 3570 28  -0.728  0.9998
##  SB Fodder radish - SS Fodder radish    1477.6 2761 28   0.535  1.0000
##  SB Fodder radish - Ref Tall fescue     3844.7 3741 28   1.028  0.9955
##  SB Fodder radish - LB Tall fescue      5688.8 3741 28   1.521  0.9221
##  SB Fodder radish - SB Tall fescue       806.6 2371 28   0.340  1.0000
##  SB Fodder radish - SS Tall fescue      2284.2 3741 28   0.611  1.0000
##  SS Fodder radish - Ref Tall fescue     2367.1 3570 28   0.663  0.9999
##  SS Fodder radish - LB Tall fescue      4211.2 3570 28   1.180  0.9865
##  SS Fodder radish - SB Tall fescue      -671.0 3535 28  -0.190  1.0000
##  SS Fodder radish - SS Tall fescue       806.6 2371 28   0.340  1.0000
##  Ref Tall fescue - LB Tall fescue       1844.1 2669 28   0.691  0.9999
##  Ref Tall fescue - SB Tall fescue      -3038.1 2761 28  -1.100  0.9921
##  Ref Tall fescue - SS Tall fescue      -1560.5 2669 28  -0.585  1.0000
##  LB Tall fescue - SB Tall fescue       -4882.2 2761 28  -1.768  0.8210
##  LB Tall fescue - SS Tall fescue       -3404.6 2669 28  -1.276  0.9758
##  SB Tall fescue - SS Tall fescue        1477.6 2761 28   0.535  1.0000
## 
## P value adjustment: tukey method for comparing a family of 12 estimates

## `summarise()` has grouped output by 'ondgr_bw'. You can override using the
## `.groups` argument.

Product tare

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    56            68          56
##   Compost                 0            12           0
##   LB                     56            56          56
##   LB extensive            0            12           0
##   LB Sand                 0            12           0
##   SB                     56            56          56
##   SS                     56            56          56
##   SS Caterpillar          0            18           0
## Warning: Removed 252 rows containing non-finite values (`stat_boxplot()`).
## Warning: Removed 252 rows containing non-finite values (`stat_summary()`).
## Warning: Removed 252 rows containing non-finite values (`stat_bin()`).

## $model
## 
## Call:
## lm(formula = log(var1[[1]] + 1) ~ ondgr_bw * gr_bem + blok, data = dataset)
## 
## Coefficients:
##                    (Intercept)                      ondgr_bwLB  
##                         6.7555                         -0.7984  
##                     ondgr_bwSB                      ondgr_bwSS  
##                         0.4272                         -0.2748  
##            gr_bemFodder radish               gr_bemTall fescue  
##                        -1.4352                         -1.0447  
##                           blok  ondgr_bwLB:gr_bemFodder radish  
##                        -0.3566                          1.9142  
## ondgr_bwSB:gr_bemFodder radish  ondgr_bwSS:gr_bemFodder radish  
##                         0.3622                          1.2337  
##   ondgr_bwLB:gr_bemTall fescue    ondgr_bwSB:gr_bemTall fescue  
##                        -0.5581                          0.1813  
##   ondgr_bwSS:gr_bemTall fescue  
##                         0.8751  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: log(var1[[1]] + 1)
##                 Df  Sum Sq Mean Sq F value  Pr(>F)  
## ondgr_bw         3  4.9884 1.66278  1.8991 0.15794  
## gr_bem           2  5.1561 2.57806  2.9445 0.07269 .
## blok             1  3.0517 3.05172  3.4855 0.07471 .
## ondgr_bw:gr_bem  6  7.2909 1.21514  1.3879 0.26152  
## Residuals       23 20.1378 0.87556                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $shapiro
## 
##  Shapiro-Wilk normality test
## 
## data:  model$residuals
## W = 0.97714, p-value = 0.6482
## $emmeans
##  ondgr_bw gr_bem        emmean   SE df lower.CL upper.CL
##  Ref      Black oats       473 93.2 29    282.8      664
##  LB       Black oats       328 93.2 29    137.4      519
##  SB       Black oats       564 93.2 29    373.1      754
##  SS       Black oats       493 93.2 29    302.5      684
##  Ref      Fodder radish    305 93.2 29    114.0      495
##  LB       Fodder radish    159 93.2 29    -31.3      350
##  SB       Fodder radish    395 93.2 29    204.3      585
##  SS       Fodder radish    324 93.2 29    133.7      515
##  Ref      Tall fescue      251 93.2 29     60.0      441
##  LB       Tall fescue      105 93.2 29    -85.3      296
##  SB       Tall fescue      341 93.2 29    150.3      532
##  SS       Tall fescue      270 93.2 29     79.8      461
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate    SE df t.ratio p.value
##  Ref Black oats - LB Black oats          145.3 107.6 29   1.350  0.9642
##  Ref Black oats - SB Black oats          -90.3 107.6 29  -0.839  0.9993
##  Ref Black oats - SS Black oats          -19.8 107.6 29  -0.184  1.0000
##  Ref Black oats - Ref Fodder radish      168.8  93.2 29   1.811  0.7994
##  Ref Black oats - LB Fodder radish       314.1 142.4 29   2.206  0.5581
##  Ref Black oats - SB Fodder radish        78.5 142.4 29   0.551  1.0000
##  Ref Black oats - SS Fodder radish       149.0 142.4 29   1.047  0.9948
##  Ref Black oats - Ref Tall fescue        222.8  93.2 29   2.390  0.4426
##  Ref Black oats - LB Tall fescue         368.1 142.4 29   2.586  0.3318
##  Ref Black oats - SB Tall fescue         132.5 142.4 29   0.930  0.9981
##  Ref Black oats - SS Tall fescue         203.0 142.4 29   1.426  0.9484
##  LB Black oats - SB Black oats          -235.6 107.6 29  -2.190  0.5689
##  LB Black oats - SS Black oats          -165.1 107.6 29  -1.534  0.9184
##  LB Black oats - Ref Fodder radish        23.5 142.4 29   0.165  1.0000
##  LB Black oats - LB Fodder radish        168.8  93.2 29   1.811  0.7994
##  LB Black oats - SB Fodder radish        -66.8 142.4 29  -0.470  1.0000
##  LB Black oats - SS Fodder radish          3.7 142.4 29   0.026  1.0000
##  LB Black oats - Ref Tall fescue          77.4 142.4 29   0.544  1.0000
##  LB Black oats - LB Tall fescue          222.8  93.2 29   2.390  0.4426
##  LB Black oats - SB Tall fescue          -12.9 142.4 29  -0.090  1.0000
##  LB Black oats - SS Tall fescue           57.7 142.4 29   0.405  1.0000
##  SB Black oats - SS Black oats            70.5 107.6 29   0.656  0.9999
##  SB Black oats - Ref Fodder radish       259.1 142.4 29   1.820  0.7947
##  SB Black oats - LB Fodder radish        404.4 142.4 29   2.841  0.2151
##  SB Black oats - SB Fodder radish        168.8  93.2 29   1.811  0.7994
##  SB Black oats - SS Fodder radish        239.3 142.4 29   1.681  0.8625
##  SB Black oats - Ref Tall fescue         313.1 142.4 29   2.199  0.5628
##  SB Black oats - LB Tall fescue          458.4 142.4 29   3.220  0.1022
##  SB Black oats - SB Tall fescue          222.8  93.2 29   2.390  0.4426
##  SB Black oats - SS Tall fescue          293.3 142.4 29   2.060  0.6520
##  SS Black oats - Ref Fodder radish       188.5 142.4 29   1.324  0.9687
##  SS Black oats - LB Fodder radish        333.9 142.4 29   2.345  0.4701
##  SS Black oats - SB Fodder radish         98.2 142.4 29   0.690  0.9999
##  SS Black oats - SS Fodder radish        168.8  93.2 29   1.811  0.7994
##  SS Black oats - Ref Tall fescue         242.5 142.4 29   1.703  0.8525
##  SS Black oats - LB Tall fescue          387.8 142.4 29   2.724  0.2641
##  SS Black oats - SB Tall fescue          152.2 142.4 29   1.069  0.9939
##  SS Black oats - SS Tall fescue          222.8  93.2 29   2.390  0.4426
##  Ref Fodder radish - LB Fodder radish    145.3 107.6 29   1.350  0.9642
##  Ref Fodder radish - SB Fodder radish    -90.3 107.6 29  -0.839  0.9993
##  Ref Fodder radish - SS Fodder radish    -19.8 107.6 29  -0.184  1.0000
##  Ref Fodder radish - Ref Tall fescue      54.0  93.2 29   0.579  1.0000
##  Ref Fodder radish - LB Tall fescue      199.3 142.4 29   1.400  0.9543
##  Ref Fodder radish - SB Tall fescue      -36.3 142.4 29  -0.255  1.0000
##  Ref Fodder radish - SS Tall fescue       34.2 142.4 29   0.240  1.0000
##  LB Fodder radish - SB Fodder radish    -235.6 107.6 29  -2.190  0.5689
##  LB Fodder radish - SS Fodder radish    -165.1 107.6 29  -1.534  0.9184
##  LB Fodder radish - Ref Tall fescue      -91.4 142.4 29  -0.642  0.9999
##  LB Fodder radish - LB Tall fescue        54.0  93.2 29   0.579  1.0000
##  LB Fodder radish - SB Tall fescue      -181.7 142.4 29  -1.276  0.9760
##  LB Fodder radish - SS Tall fescue      -111.1 142.4 29  -0.780  0.9996
##  SB Fodder radish - SS Fodder radish      70.5 107.6 29   0.656  0.9999
##  SB Fodder radish - Ref Tall fescue      144.3 142.4 29   1.013  0.9961
##  SB Fodder radish - LB Tall fescue       289.6 142.4 29   2.034  0.6685
##  SB Fodder radish - SB Tall fescue        54.0  93.2 29   0.579  1.0000
##  SB Fodder radish - SS Tall fescue       124.5 142.4 29   0.875  0.9989
##  SS Fodder radish - Ref Tall fescue       73.7 142.4 29   0.518  1.0000
##  SS Fodder radish - LB Tall fescue       219.0 142.4 29   1.539  0.9168
##  SS Fodder radish - SB Tall fescue       -16.6 142.4 29  -0.116  1.0000
##  SS Fodder radish - SS Tall fescue        54.0  93.2 29   0.579  1.0000
##  Ref Tall fescue - LB Tall fescue        145.3 107.6 29   1.350  0.9642
##  Ref Tall fescue - SB Tall fescue        -90.3 107.6 29  -0.839  0.9993
##  Ref Tall fescue - SS Tall fescue        -19.8 107.6 29  -0.184  1.0000
##  LB Tall fescue - SB Tall fescue        -235.6 107.6 29  -2.190  0.5689
##  LB Tall fescue - SS Tall fescue        -165.1 107.6 29  -1.534  0.9184
##  SB Tall fescue - SS Tall fescue          70.5 107.6 29   0.656  0.9999
## 
## P value adjustment: tukey method for comparing a family of 12 estimates
## $emmeans
##  ondgr_bw emmean   SE df lower.CL upper.CL
##  Ref         343 76.1 29    187.2      498
##  LB          198 76.1 29     41.9      353
##  SB          433 76.1 29    277.5      589
##  SS          363 76.1 29    207.0      518
## 
## Results are averaged over the levels of: gr_bem 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast estimate  SE df t.ratio p.value
##  Ref - LB    145.3 108 29   1.350  0.5395
##  Ref - SB    -90.3 108 29  -0.839  0.8354
##  Ref - SS    -19.8 108 29  -0.184  0.9978
##  LB - SB    -235.6 108 29  -2.190  0.1501
##  LB - SS    -165.1 108 29  -1.534  0.4310
##  SB - SS      70.5 108 29   0.656  0.9127
## 
## Results are averaged over the levels of: gr_bem 
## P value adjustment: tukey method for comparing a family of 4 estimates

Net

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    56            68          56
##   Compost                 0            12           0
##   LB                     56            56          56
##   LB extensive            0            12           0
##   LB Sand                 0            12           0
##   SB                     56            56          56
##   SS                     56            56          56
##   SS Caterpillar          0            18           0
## Warning: Removed 252 rows containing non-finite values (`stat_boxplot()`).
## Warning: Removed 252 rows containing non-finite values (`stat_summary()`).
## Warning: Removed 252 rows containing non-finite values (`stat_bin()`).

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##               42745                -1926                 2496  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##                1795                -1256                -1549  
##                blok  
##               -1503  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df    Sum Sq  Mean Sq F value Pr(>F)
## ondgr_bw   3 105857301 35285767  1.0285 0.3945
## gr_bem     2  16254837  8127419  0.2369 0.7906
## blok       1  54190644 54190644  1.5796 0.2188
## Residuals 29 994884139 34306350               
## 
## $shapiro
## 
##  Shapiro-Wilk normality test
## 
## data:  model$residuals
## W = 0.96172, p-value = 0.2428
## $emmeans
##  ondgr_bw gr_bem        emmean   SE df lower.CL upper.CL
##  Ref      Black oats     39740 2391 29    34850    44631
##  LB       Black oats     37814 2391 29    32924    42705
##  SB       Black oats     42236 2391 29    37345    47126
##  SS       Black oats     41535 2391 29    36644    46425
##  Ref      Fodder radish  38484 2391 29    33593    43374
##  LB       Fodder radish  36558 2391 29    31668    41449
##  SB       Fodder radish  40980 2391 29    36089    45870
##  SS       Fodder radish  40279 2391 29    35388    45169
##  Ref      Tall fescue    38191 2391 29    33300    43081
##  LB       Tall fescue    36265 2391 29    31374    41155
##  SB       Tall fescue    40687 2391 29    35796    45577
##  SS       Tall fescue    39986 2391 29    35095    44876
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate   SE df t.ratio p.value
##  Ref Black oats - LB Black oats           1926 2761 29   0.698  0.9999
##  Ref Black oats - SB Black oats          -2496 2761 29  -0.904  0.9985
##  Ref Black oats - SS Black oats          -1795 2761 29  -0.650  0.9999
##  Ref Black oats - Ref Fodder radish       1256 2391 29   0.525  1.0000
##  Ref Black oats - LB Fodder radish        3182 3653 29   0.871  0.9989
##  Ref Black oats - SB Fodder radish       -1240 3653 29  -0.339  1.0000
##  Ref Black oats - SS Fodder radish        -539 3653 29  -0.147  1.0000
##  Ref Black oats - Ref Tall fescue         1549 2391 29   0.648  0.9999
##  Ref Black oats - LB Tall fescue          3475 3653 29   0.951  0.9977
##  Ref Black oats - SB Tall fescue          -947 3653 29  -0.259  1.0000
##  Ref Black oats - SS Tall fescue          -246 3653 29  -0.067  1.0000
##  LB Black oats - SB Black oats           -4422 2761 29  -1.601  0.8949
##  LB Black oats - SS Black oats           -3721 2761 29  -1.348  0.9647
##  LB Black oats - Ref Fodder radish        -670 3653 29  -0.183  1.0000
##  LB Black oats - LB Fodder radish         1256 2391 29   0.525  1.0000
##  LB Black oats - SB Fodder radish        -3166 3653 29  -0.867  0.9990
##  LB Black oats - SS Fodder radish        -2465 3653 29  -0.675  0.9999
##  LB Black oats - Ref Tall fescue          -377 3653 29  -0.103  1.0000
##  LB Black oats - LB Tall fescue           1549 2391 29   0.648  0.9999
##  LB Black oats - SB Tall fescue          -2873 3653 29  -0.786  0.9996
##  LB Black oats - SS Tall fescue          -2171 3653 29  -0.594  1.0000
##  SB Black oats - SS Black oats             701 2761 29   0.254  1.0000
##  SB Black oats - Ref Fodder radish        3752 3653 29   1.027  0.9956
##  SB Black oats - LB Fodder radish         5678 3653 29   1.555  0.9116
##  SB Black oats - SB Fodder radish         1256 2391 29   0.525  1.0000
##  SB Black oats - SS Fodder radish         1957 3653 29   0.536  1.0000
##  SB Black oats - Ref Tall fescue          4045 3653 29   1.107  0.9918
##  SB Black oats - LB Tall fescue           5971 3653 29   1.635  0.8819
##  SB Black oats - SB Tall fescue           1549 2391 29   0.648  0.9999
##  SB Black oats - SS Tall fescue           2250 3653 29   0.616  1.0000
##  SS Black oats - Ref Fodder radish        3051 3653 29   0.835  0.9993
##  SS Black oats - LB Fodder radish         4977 3653 29   1.363  0.9619
##  SS Black oats - SB Fodder radish          555 3653 29   0.152  1.0000
##  SS Black oats - SS Fodder radish         1256 2391 29   0.525  1.0000
##  SS Black oats - Ref Tall fescue          3344 3653 29   0.915  0.9984
##  SS Black oats - LB Tall fescue           5270 3653 29   1.443  0.9443
##  SS Black oats - SB Tall fescue            848 3653 29   0.232  1.0000
##  SS Black oats - SS Tall fescue           1549 2391 29   0.648  0.9999
##  Ref Fodder radish - LB Fodder radish     1926 2761 29   0.698  0.9999
##  Ref Fodder radish - SB Fodder radish    -2496 2761 29  -0.904  0.9985
##  Ref Fodder radish - SS Fodder radish    -1795 2761 29  -0.650  0.9999
##  Ref Fodder radish - Ref Tall fescue       293 2391 29   0.123  1.0000
##  Ref Fodder radish - LB Tall fescue       2219 3653 29   0.608  1.0000
##  Ref Fodder radish - SB Tall fescue      -2203 3653 29  -0.603  1.0000
##  Ref Fodder radish - SS Tall fescue      -1502 3653 29  -0.411  1.0000
##  LB Fodder radish - SB Fodder radish     -4422 2761 29  -1.601  0.8949
##  LB Fodder radish - SS Fodder radish     -3721 2761 29  -1.348  0.9647
##  LB Fodder radish - Ref Tall fescue      -1633 3653 29  -0.447  1.0000
##  LB Fodder radish - LB Tall fescue         293 2391 29   0.123  1.0000
##  LB Fodder radish - SB Tall fescue       -4129 3653 29  -1.130  0.9904
##  LB Fodder radish - SS Tall fescue       -3428 3653 29  -0.938  0.9980
##  SB Fodder radish - SS Fodder radish       701 2761 29   0.254  1.0000
##  SB Fodder radish - Ref Tall fescue       2789 3653 29   0.764  0.9997
##  SB Fodder radish - LB Tall fescue        4715 3653 29   1.291  0.9739
##  SB Fodder radish - SB Tall fescue         293 2391 29   0.123  1.0000
##  SB Fodder radish - SS Tall fescue         994 3653 29   0.272  1.0000
##  SS Fodder radish - Ref Tall fescue       2088 3653 29   0.572  1.0000
##  SS Fodder radish - LB Tall fescue        4014 3653 29   1.099  0.9923
##  SS Fodder radish - SB Tall fescue        -408 3653 29  -0.112  1.0000
##  SS Fodder radish - SS Tall fescue         293 2391 29   0.123  1.0000
##  Ref Tall fescue - LB Tall fescue         1926 2761 29   0.698  0.9999
##  Ref Tall fescue - SB Tall fescue        -2496 2761 29  -0.904  0.9985
##  Ref Tall fescue - SS Tall fescue        -1795 2761 29  -0.650  0.9999
##  LB Tall fescue - SB Tall fescue         -4422 2761 29  -1.601  0.8949
##  LB Tall fescue - SS Tall fescue         -3721 2761 29  -1.348  0.9647
##  SB Tall fescue - SS Tall fescue           701 2761 29   0.254  1.0000
## 
## P value adjustment: tukey method for comparing a family of 12 estimates

<40

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    56            68          56
##   Compost                 0            12           0
##   LB                     56            56          56
##   LB extensive            0            12           0
##   LB Sand                 0            12           0
##   SB                     56            56          56
##   SS                     56            56          56
##   SS Caterpillar          0            18           0
## Warning: Removed 252 rows containing non-finite values (`stat_boxplot()`).
## Warning: Removed 252 rows containing non-finite values (`stat_summary()`).
## Warning: Removed 252 rows containing non-finite values (`stat_bin()`).

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##             3237.39               227.16               -21.16  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##             -253.97               231.75               126.98  
##                blok  
##              -35.45  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df   Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw   3  1043769  347923   0.900 0.4531
## gr_bem     2   323225  161612   0.418 0.6622
## blok       1    30160   30160   0.078 0.7820
## Residuals 29 11211442  386601               
## 
## $shapiro
## 
##  Shapiro-Wilk normality test
## 
## data:  model$residuals
## W = 0.9573, p-value = 0.1773
## $emmeans
##  ondgr_bw gr_bem        emmean  SE df lower.CL upper.CL
##  Ref      Black oats      3166 254 29     2647     3686
##  LB       Black oats      3394 254 29     2874     3913
##  SB       Black oats      3145 254 29     2626     3664
##  SS       Black oats      2913 254 29     2393     3432
##  Ref      Fodder radish   3398 254 29     2879     3917
##  LB       Fodder radish   3625 254 29     3106     4145
##  SB       Fodder radish   3377 254 29     2858     3896
##  SS       Fodder radish   3144 254 29     2625     3663
##  Ref      Tall fescue     3293 254 29     2774     3813
##  LB       Tall fescue     3521 254 29     3001     4040
##  SB       Tall fescue     3272 254 29     2753     3791
##  SS       Tall fescue     3040 254 29     2520     3559
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate  SE df t.ratio p.value
##  Ref Black oats - LB Black oats        -227.16 293 29  -0.775  0.9996
##  Ref Black oats - SB Black oats          21.16 293 29   0.072  1.0000
##  Ref Black oats - SS Black oats         253.97 293 29   0.866  0.9990
##  Ref Black oats - Ref Fodder radish    -231.75 254 29  -0.913  0.9984
##  Ref Black oats - LB Fodder radish     -458.91 388 29  -1.184  0.9863
##  Ref Black oats - SB Fodder radish     -210.58 388 29  -0.543  1.0000
##  Ref Black oats - SS Fodder radish       22.22 388 29   0.057  1.0000
##  Ref Black oats - Ref Tall fescue      -126.98 254 29  -0.500  1.0000
##  Ref Black oats - LB Tall fescue       -354.14 388 29  -0.913  0.9984
##  Ref Black oats - SB Tall fescue       -105.82 388 29  -0.273  1.0000
##  Ref Black oats - SS Tall fescue        126.98 388 29   0.327  1.0000
##  LB Black oats - SB Black oats          248.32 293 29   0.847  0.9992
##  LB Black oats - SS Black oats          481.13 293 29   1.641  0.8792
##  LB Black oats - Ref Fodder radish       -4.59 388 29  -0.012  1.0000
##  LB Black oats - LB Fodder radish      -231.75 254 29  -0.913  0.9984
##  LB Black oats - SB Fodder radish        16.58 388 29   0.043  1.0000
##  LB Black oats - SS Fodder radish       249.38 388 29   0.643  0.9999
##  LB Black oats - Ref Tall fescue        100.18 388 29   0.258  1.0000
##  LB Black oats - LB Tall fescue        -126.98 254 29  -0.500  1.0000
##  LB Black oats - SB Tall fescue         121.34 388 29   0.313  1.0000
##  LB Black oats - SS Tall fescue         354.14 388 29   0.913  0.9984
##  SB Black oats - SS Black oats          232.80 293 29   0.794  0.9995
##  SB Black oats - Ref Fodder radish     -252.91 388 29  -0.652  0.9999
##  SB Black oats - LB Fodder radish      -480.07 388 29  -1.238  0.9807
##  SB Black oats - SB Fodder radish      -231.75 254 29  -0.913  0.9984
##  SB Black oats - SS Fodder radish         1.06 388 29   0.003  1.0000
##  SB Black oats - Ref Tall fescue       -148.15 388 29  -0.382  1.0000
##  SB Black oats - LB Tall fescue        -375.31 388 29  -0.968  0.9973
##  SB Black oats - SB Tall fescue        -126.98 254 29  -0.500  1.0000
##  SB Black oats - SS Tall fescue         105.82 388 29   0.273  1.0000
##  SS Black oats - Ref Fodder radish     -485.71 388 29  -1.253  0.9790
##  SS Black oats - LB Fodder radish      -712.87 388 29  -1.839  0.7846
##  SS Black oats - SB Fodder radish      -464.55 388 29  -1.198  0.9849
##  SS Black oats - SS Fodder radish      -231.75 254 29  -0.913  0.9984
##  SS Black oats - Ref Tall fescue       -380.95 388 29  -0.982  0.9970
##  SS Black oats - LB Tall fescue        -608.11 388 29  -1.568  0.9069
##  SS Black oats - SB Tall fescue        -359.79 388 29  -0.928  0.9982
##  SS Black oats - SS Tall fescue        -126.98 254 29  -0.500  1.0000
##  Ref Fodder radish - LB Fodder radish  -227.16 293 29  -0.775  0.9996
##  Ref Fodder radish - SB Fodder radish    21.16 293 29   0.072  1.0000
##  Ref Fodder radish - SS Fodder radish   253.97 293 29   0.866  0.9990
##  Ref Fodder radish - Ref Tall fescue    104.76 254 29   0.413  1.0000
##  Ref Fodder radish - LB Tall fescue    -122.40 388 29  -0.316  1.0000
##  Ref Fodder radish - SB Tall fescue     125.93 388 29   0.325  1.0000
##  Ref Fodder radish - SS Tall fescue     358.73 388 29   0.925  0.9982
##  LB Fodder radish - SB Fodder radish    248.32 293 29   0.847  0.9992
##  LB Fodder radish - SS Fodder radish    481.13 293 29   1.641  0.8792
##  LB Fodder radish - Ref Tall fescue     331.92 388 29   0.856  0.9991
##  LB Fodder radish - LB Tall fescue      104.76 254 29   0.413  1.0000
##  LB Fodder radish - SB Tall fescue      353.09 388 29   0.911  0.9984
##  LB Fodder radish - SS Tall fescue      585.89 388 29   1.511  0.9255
##  SB Fodder radish - SS Fodder radish    232.80 293 29   0.794  0.9995
##  SB Fodder radish - Ref Tall fescue      83.60 388 29   0.216  1.0000
##  SB Fodder radish - LB Tall fescue     -143.56 388 29  -0.370  1.0000
##  SB Fodder radish - SB Tall fescue      104.76 254 29   0.413  1.0000
##  SB Fodder radish - SS Tall fescue      337.57 388 29   0.871  0.9990
##  SS Fodder radish - Ref Tall fescue    -149.21 388 29  -0.385  1.0000
##  SS Fodder radish - LB Tall fescue     -376.37 388 29  -0.971  0.9973
##  SS Fodder radish - SB Tall fescue     -128.04 388 29  -0.330  1.0000
##  SS Fodder radish - SS Tall fescue      104.76 254 29   0.413  1.0000
##  Ref Tall fescue - LB Tall fescue      -227.16 293 29  -0.775  0.9996
##  Ref Tall fescue - SB Tall fescue        21.16 293 29   0.072  1.0000
##  Ref Tall fescue - SS Tall fescue       253.97 293 29   0.866  0.9990
##  LB Tall fescue - SB Tall fescue        248.32 293 29   0.847  0.9992
##  LB Tall fescue - SS Tall fescue        481.13 293 29   1.641  0.8792
##  SB Tall fescue - SS Tall fescue        232.80 293 29   0.794  0.9995
## 
## P value adjustment: tukey method for comparing a family of 12 estimates

40-70mm

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    56            68          56
##   Compost                 0            12           0
##   LB                     56            56          56
##   LB extensive            0            12           0
##   LB Sand                 0            12           0
##   SB                     56            56          56
##   SS                     56            56          56
##   SS Caterpillar          0            18           0
## Warning: Removed 252 rows containing non-finite values (`stat_boxplot()`).
## Warning: Removed 252 rows containing non-finite values (`stat_summary()`).
## Warning: Removed 252 rows containing non-finite values (`stat_bin()`).

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##             41945.7              -1868.1               2545.3  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##              1995.1               -937.6              -1325.9  
##                blok  
##             -1453.4  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df    Sum Sq  Mean Sq F value Pr(>F)
## ondgr_bw   3 109470243 36490081  1.0757 0.3748
## gr_bem     2  11151733  5575866  0.1644 0.8492
## blok       1  50699649 50699649  1.4946 0.2314
## Residuals 29 983753245 33922526               
## 
## $shapiro
## 
##  Shapiro-Wilk normality test
## 
## data:  model$residuals
## W = 0.96687, p-value = 0.3464
## $emmeans
##  ondgr_bw gr_bem        emmean   SE df lower.CL upper.CL
##  Ref      Black oats     39039 2378 29    34176    43902
##  LB       Black oats     37171 2378 29    32308    42034
##  SB       Black oats     41584 2378 29    36721    46447
##  SS       Black oats     41034 2378 29    36171    45897
##  Ref      Fodder radish  38101 2378 29    33238    42964
##  LB       Fodder radish  36233 2378 29    31370    41096
##  SB       Fodder radish  40647 2378 29    35783    45510
##  SS       Fodder radish  40096 2378 29    35233    44959
##  Ref      Tall fescue    37713 2378 29    32850    42576
##  LB       Tall fescue    35845 2378 29    30982    40708
##  SB       Tall fescue    40258 2378 29    35395    45121
##  SS       Tall fescue    39708 2378 29    34845    44571
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate   SE df t.ratio p.value
##  Ref Black oats - LB Black oats           1868 2746 29   0.680  0.9999
##  Ref Black oats - SB Black oats          -2545 2746 29  -0.927  0.9982
##  Ref Black oats - SS Black oats          -1995 2746 29  -0.727  0.9998
##  Ref Black oats - Ref Fodder radish        938 2378 29   0.394  1.0000
##  Ref Black oats - LB Fodder radish        2806 3632 29   0.772  0.9997
##  Ref Black oats - SB Fodder radish       -1608 3632 29  -0.443  1.0000
##  Ref Black oats - SS Fodder radish       -1057 3632 29  -0.291  1.0000
##  Ref Black oats - Ref Tall fescue         1326 2378 29   0.558  1.0000
##  Ref Black oats - LB Tall fescue          3194 3632 29   0.879  0.9989
##  Ref Black oats - SB Tall fescue         -1219 3632 29  -0.336  1.0000
##  Ref Black oats - SS Tall fescue          -669 3632 29  -0.184  1.0000
##  LB Black oats - SB Black oats           -4413 2746 29  -1.607  0.8926
##  LB Black oats - SS Black oats           -3863 2746 29  -1.407  0.9527
##  LB Black oats - Ref Fodder radish        -931 3632 29  -0.256  1.0000
##  LB Black oats - LB Fodder radish          938 2378 29   0.394  1.0000
##  LB Black oats - SB Fodder radish        -3476 3632 29  -0.957  0.9976
##  LB Black oats - SS Fodder radish        -2926 3632 29  -0.805  0.9995
##  LB Black oats - Ref Tall fescue          -542 3632 29  -0.149  1.0000
##  LB Black oats - LB Tall fescue           1326 2378 29   0.558  1.0000
##  LB Black oats - SB Tall fescue          -3087 3632 29  -0.850  0.9992
##  LB Black oats - SS Tall fescue          -2537 3632 29  -0.699  0.9999
##  SB Black oats - SS Black oats             550 2746 29   0.200  1.0000
##  SB Black oats - Ref Fodder radish        3483 3632 29   0.959  0.9975
##  SB Black oats - LB Fodder radish         5351 3632 29   1.473  0.9364
##  SB Black oats - SB Fodder radish          938 2378 29   0.394  1.0000
##  SB Black oats - SS Fodder radish         1488 3632 29   0.410  1.0000
##  SB Black oats - Ref Tall fescue          3871 3632 29   1.066  0.9940
##  SB Black oats - LB Tall fescue           5739 3632 29   1.580  0.9027
##  SB Black oats - SB Tall fescue           1326 2378 29   0.558  1.0000
##  SB Black oats - SS Tall fescue           1876 3632 29   0.517  1.0000
##  SS Black oats - Ref Fodder radish        2933 3632 29   0.807  0.9995
##  SS Black oats - LB Fodder radish         4801 3632 29   1.322  0.9691
##  SS Black oats - SB Fodder radish          387 3632 29   0.107  1.0000
##  SS Black oats - SS Fodder radish          938 2378 29   0.394  1.0000
##  SS Black oats - Ref Tall fescue          3321 3632 29   0.914  0.9984
##  SS Black oats - LB Tall fescue           5189 3632 29   1.429  0.9477
##  SS Black oats - SB Tall fescue            776 3632 29   0.214  1.0000
##  SS Black oats - SS Tall fescue           1326 2378 29   0.558  1.0000
##  Ref Fodder radish - LB Fodder radish     1868 2746 29   0.680  0.9999
##  Ref Fodder radish - SB Fodder radish    -2545 2746 29  -0.927  0.9982
##  Ref Fodder radish - SS Fodder radish    -1995 2746 29  -0.727  0.9998
##  Ref Fodder radish - Ref Tall fescue       388 2378 29   0.163  1.0000
##  Ref Fodder radish - LB Tall fescue       2256 3632 29   0.621  1.0000
##  Ref Fodder radish - SB Tall fescue      -2157 3632 29  -0.594  1.0000
##  Ref Fodder radish - SS Tall fescue      -1607 3632 29  -0.442  1.0000
##  LB Fodder radish - SB Fodder radish     -4413 2746 29  -1.607  0.8926
##  LB Fodder radish - SS Fodder radish     -3863 2746 29  -1.407  0.9527
##  LB Fodder radish - Ref Tall fescue      -1480 3632 29  -0.407  1.0000
##  LB Fodder radish - LB Tall fescue         388 2378 29   0.163  1.0000
##  LB Fodder radish - SB Tall fescue       -4025 3632 29  -1.108  0.9918
##  LB Fodder radish - SS Tall fescue       -3475 3632 29  -0.957  0.9976
##  SB Fodder radish - SS Fodder radish       550 2746 29   0.200  1.0000
##  SB Fodder radish - Ref Tall fescue       2934 3632 29   0.808  0.9995
##  SB Fodder radish - LB Tall fescue        4802 3632 29   1.322  0.9691
##  SB Fodder radish - SB Tall fescue         388 2378 29   0.163  1.0000
##  SB Fodder radish - SS Tall fescue         939 3632 29   0.258  1.0000
##  SS Fodder radish - Ref Tall fescue       2383 3632 29   0.656  0.9999
##  SS Fodder radish - LB Tall fescue        4251 3632 29   1.171  0.9874
##  SS Fodder radish - SB Tall fescue        -162 3632 29  -0.045  1.0000
##  SS Fodder radish - SS Tall fescue         388 2378 29   0.163  1.0000
##  Ref Tall fescue - LB Tall fescue         1868 2746 29   0.680  0.9999
##  Ref Tall fescue - SB Tall fescue        -2545 2746 29  -0.927  0.9982
##  Ref Tall fescue - SS Tall fescue        -1995 2746 29  -0.727  0.9998
##  LB Tall fescue - SB Tall fescue         -4413 2746 29  -1.607  0.8926
##  LB Tall fescue - SS Tall fescue         -3863 2746 29  -1.407  0.9527
##  SB Tall fescue - SS Tall fescue           550 2746 29   0.200  1.0000
## 
## P value adjustment: tukey method for comparing a family of 12 estimates

>70 mm

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    56            68          56
##   Compost                 0            12           0
##   LB                     56            56          56
##   LB extensive            0            12           0
##   LB Sand                 0            12           0
##   SB                     56            56          56
##   SS                     56            56          56
##   SS Caterpillar          0            18           0
## Warning: Removed 252 rows containing non-finite values (`stat_boxplot()`).
## Warning: Removed 252 rows containing non-finite values (`stat_summary()`).
## Warning: Removed 252 rows containing non-finite values (`stat_bin()`).

## $model
## 
## Call:
## lm(formula = log(var1[[1]] + 1) ~ ondgr_bw * gr_bem + blok, data = dataset)
## 
## Coefficients:
##                    (Intercept)                      ondgr_bwLB  
##                         8.9031                         -2.1790  
##                     ondgr_bwSB                      ondgr_bwSS  
##                        -0.4827                         -0.2740  
##            gr_bemFodder radish               gr_bemTall fescue  
##                        -0.5443                         -2.5535  
##                           blok  ondgr_bwLB:gr_bemFodder radish  
##                        -1.1745                         -0.4304  
## ondgr_bwSB:gr_bemFodder radish  ondgr_bwSS:gr_bemFodder radish  
##                        -3.0447                         -3.9428  
##   ondgr_bwLB:gr_bemTall fescue    ondgr_bwSB:gr_bemTall fescue  
##                         2.5145                         -1.3469  
##   ondgr_bwSS:gr_bemTall fescue  
##                         0.3667  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: log(var1[[1]] + 1)
##                 Df  Sum Sq Mean Sq F value  Pr(>F)  
## ondgr_bw         3  19.320   6.440  0.8101 0.50125  
## gr_bem           2  42.060  21.030  2.6456 0.09245 .
## blok             1  33.105  33.105  4.1647 0.05292 .
## ondgr_bw:gr_bem  6  29.019   4.837  0.6084 0.72104  
## Residuals       23 182.829   7.949                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $shapiro
## 
##  Shapiro-Wilk normality test
## 
## data:  model$residuals
## W = 0.98867, p-value = 0.9677
## $emmeans
##  ondgr_bw gr_bem        emmean  SE df lower.CL upper.CL
##  Ref      Black oats       701 216 29    259.2     1143
##  LB       Black oats       643 216 29    201.3     1085
##  SB       Black oats       652 216 29    209.8     1094
##  SS       Black oats       501 216 29     58.8      943
##  Ref      Fodder radish    383 216 29    -59.4      825
##  LB       Fodder radish    325 216 29   -117.2      767
##  SB       Fodder radish    333 216 29   -108.7      775
##  SS       Fodder radish    182 216 29   -259.7      624
##  Ref      Tall fescue      478 216 29     35.9      920
##  LB       Tall fescue      420 216 29    -22.0      862
##  SB       Tall fescue      429 216 29    -13.5      871
##  SS       Tall fescue      278 216 29   -164.5      720
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate  SE df t.ratio p.value
##  Ref Black oats - LB Black oats          57.85 250 29   0.232  1.0000
##  Ref Black oats - SB Black oats          49.38 250 29   0.198  1.0000
##  Ref Black oats - SS Black oats         200.35 250 29   0.803  0.9995
##  Ref Black oats - Ref Fodder radish     318.52 216 29   1.474  0.9363
##  Ref Black oats - LB Fodder radish      376.37 330 29   1.140  0.9897
##  Ref Black oats - SB Fodder radish      367.90 330 29   1.114  0.9914
##  Ref Black oats - SS Fodder radish      518.87 330 29   1.571  0.9058
##  Ref Black oats - Ref Tall fescue       223.28 216 29   1.033  0.9954
##  Ref Black oats - LB Tall fescue        281.13 330 29   0.851  0.9991
##  Ref Black oats - SB Tall fescue        272.66 330 29   0.826  0.9994
##  Ref Black oats - SS Tall fescue        423.63 330 29   1.283  0.9750
##  LB Black oats - SB Black oats           -8.47 250 29  -0.034  1.0000
##  LB Black oats - SS Black oats          142.50 250 29   0.571  1.0000
##  LB Black oats - Ref Fodder radish      260.67 330 29   0.789  0.9996
##  LB Black oats - LB Fodder radish       318.52 216 29   1.474  0.9363
##  LB Black oats - SB Fodder radish       310.05 330 29   0.939  0.9979
##  LB Black oats - SS Fodder radish       461.02 330 29   1.396  0.9551
##  LB Black oats - Ref Tall fescue        165.43 330 29   0.501  1.0000
##  LB Black oats - LB Tall fescue         223.28 216 29   1.033  0.9954
##  LB Black oats - SB Tall fescue         214.81 330 29   0.651  0.9999
##  LB Black oats - SS Tall fescue         365.78 330 29   1.108  0.9918
##  SB Black oats - SS Black oats          150.97 250 29   0.605  1.0000
##  SB Black oats - Ref Fodder radish      269.14 330 29   0.815  0.9994
##  SB Black oats - LB Fodder radish       326.98 330 29   0.990  0.9968
##  SB Black oats - SB Fodder radish       318.52 216 29   1.474  0.9363
##  SB Black oats - SS Fodder radish       469.49 330 29   1.422  0.9493
##  SB Black oats - Ref Tall fescue        173.90 330 29   0.527  1.0000
##  SB Black oats - LB Tall fescue         231.75 330 29   0.702  0.9999
##  SB Black oats - SB Tall fescue         223.28 216 29   1.033  0.9954
##  SB Black oats - SS Tall fescue         374.25 330 29   1.133  0.9902
##  SS Black oats - Ref Fodder radish      118.17 330 29   0.358  1.0000
##  SS Black oats - LB Fodder radish       176.01 330 29   0.533  1.0000
##  SS Black oats - SB Fodder radish       167.55 330 29   0.507  1.0000
##  SS Black oats - SS Fodder radish       318.52 216 29   1.474  0.9363
##  SS Black oats - Ref Tall fescue         22.93 330 29   0.069  1.0000
##  SS Black oats - LB Tall fescue          80.78 330 29   0.245  1.0000
##  SS Black oats - SB Tall fescue          72.31 330 29   0.219  1.0000
##  SS Black oats - SS Tall fescue         223.28 216 29   1.033  0.9954
##  Ref Fodder radish - LB Fodder radish    57.85 250 29   0.232  1.0000
##  Ref Fodder radish - SB Fodder radish    49.38 250 29   0.198  1.0000
##  Ref Fodder radish - SS Fodder radish   200.35 250 29   0.803  0.9995
##  Ref Fodder radish - Ref Tall fescue    -95.24 216 29  -0.441  1.0000
##  Ref Fodder radish - LB Tall fescue     -37.39 330 29  -0.113  1.0000
##  Ref Fodder radish - SB Tall fescue     -45.86 330 29  -0.139  1.0000
##  Ref Fodder radish - SS Tall fescue     105.11 330 29   0.318  1.0000
##  LB Fodder radish - SB Fodder radish     -8.47 250 29  -0.034  1.0000
##  LB Fodder radish - SS Fodder radish    142.50 250 29   0.571  1.0000
##  LB Fodder radish - Ref Tall fescue    -153.09 330 29  -0.464  1.0000
##  LB Fodder radish - LB Tall fescue      -95.24 216 29  -0.441  1.0000
##  LB Fodder radish - SB Tall fescue     -103.70 330 29  -0.314  1.0000
##  LB Fodder radish - SS Tall fescue       47.27 330 29   0.143  1.0000
##  SB Fodder radish - SS Fodder radish    150.97 250 29   0.605  1.0000
##  SB Fodder radish - Ref Tall fescue    -144.62 330 29  -0.438  1.0000
##  SB Fodder radish - LB Tall fescue      -86.77 330 29  -0.263  1.0000
##  SB Fodder radish - SB Tall fescue      -95.24 216 29  -0.441  1.0000
##  SB Fodder radish - SS Tall fescue       55.73 330 29   0.169  1.0000
##  SS Fodder radish - Ref Tall fescue    -295.59 330 29  -0.895  0.9987
##  SS Fodder radish - LB Tall fescue     -237.74 330 29  -0.720  0.9998
##  SS Fodder radish - SB Tall fescue     -246.21 330 29  -0.746  0.9998
##  SS Fodder radish - SS Tall fescue      -95.24 216 29  -0.441  1.0000
##  Ref Tall fescue - LB Tall fescue        57.85 250 29   0.232  1.0000
##  Ref Tall fescue - SB Tall fescue        49.38 250 29   0.198  1.0000
##  Ref Tall fescue - SS Tall fescue       200.35 250 29   0.803  0.9995
##  LB Tall fescue - SB Tall fescue         -8.47 250 29  -0.034  1.0000
##  LB Tall fescue - SS Tall fescue        142.50 250 29   0.571  1.0000
##  SB Tall fescue - SS Tall fescue        150.97 250 29   0.605  1.0000
## 
## P value adjustment: tukey method for comparing a family of 12 estimates

Gross yield, extra fields

## 
##            Ref        Compost             LB   LB extensive        LB Sand 
##              2              2              0              2              2 
##             SB             SS SS Caterpillar 
##              0              0              3

Product tare, extra fields

## 
##            Ref        Compost             LB   LB extensive        LB Sand 
##              2              2              0              2              2 
##             SB             SS SS Caterpillar 
##              0              0              3

Net yield, extra fields

## 
##            Ref        Compost             LB   LB extensive        LB Sand 
##              2              2              0              2              2 
##             SB             SS SS Caterpillar 
##              0              0              3

Table

ondgr_bw gr_bem bruto_kg_ha_name netto_kg_ha_name uitval_kg_ha_name small_name medium_name x70mm_kg_ha_name
Ref Black oats 43856.08 39881.48 529.10053 3445.503 39136.51 744.97354
Ref Fodder radish 39707.94 36237.04 215.87302 3255.026 35767.20 469.84127
Ref Tall fescue 43737.57 40296.30 283.59788 3157.672 39949.21 347.08995
LB Black oats 40253.97 36651.85 215.87302 3386.243 36097.35 554.49735
LB Fodder radish 43369.31 39589.42 313.22751 3466.667 39479.37 110.05291
LB Tall fescue 38146.03 34395.77 63.49206 3686.772 33671.96 723.80952
SB Black oats 45657.14 41964.02 704.76190 2988.360 41346.03 617.98942
SB Fodder radish 44628.57 41066.67 292.06349 3269.841 41066.67 0.00000
SB Tall fescue 45240.21 41392.59 334.39153 3513.228 41168.25 224.33862
SS Black oats 46033.86 42827.51 408.46561 2797.884 42247.62 579.89418
SS Fodder radish 43851.85 39928.04 393.65079 3530.159 39856.08 71.95767
SS Tall fescue 42097.35 39043.39 285.71429 2768.254 38734.39 308.99471