1 Packages
library(lme4)
library(lmerTest)
library(car)
Carregando pacotes exigidos: carData
library(emmeans)
library(multcompView)
library(multcomp)
Warning: package ‘multcomp’ was built under R version 4.3.3Carregando pacotes exigidos: mvtnorm
Carregando pacotes exigidos: survival
Carregando pacotes exigidos: TH.data
Warning: package ‘TH.data’ was built under R version 4.3.3Carregando pacotes exigidos: MASS
Attaching package: ‘MASS’
The following object is masked _by_ ‘.GlobalEnv’:
topo
The following objects are masked from ‘package:raster’:
area, select
Attaching package: ‘TH.data’
The following object is masked from ‘package:MASS’:
geyser
library(dplyr)
Warning: package ‘dplyr’ was built under R version 4.3.3
Attaching package: ‘dplyr’
The following object is masked from ‘package:MASS’:
select
The following object is masked from ‘package:car’:
recode
The following objects are masked from ‘package:raster’:
intersect, select, union
The following objects are masked from ‘package:stats’:
filter, lag
The following objects are masked from ‘package:base’:
intersect, setdiff, setequal, union
2 DATA
Data=read.csv("C:/Users/Samsung/OneDrive/Documentos/1 - PósDoc/2 - FAPESP - Silvipastoril/4 - Produção cientifica/Eventos/2025/Simpósio dos pós-graduandos 2025/data.csv")
str(Data)
'data.frame': 124 obs. of 33 variables:
$ Especie : chr "AMARELINHO" "AMARELINHO" "AMARELINHO" "AMARELINHO" ...
$ Rep : int 1 1 2 2 3 3 4 4 1 1 ...
$ Tratamento: chr "PLENO SOL" "COPA" "PLENO SOL" "COPA" ...
$ Trat2 : chr "PLENO SOL" "COPA" "PLENO SOL" "COPA" ...
$ ID.Lab : chr "LA - 433" "LA - 429" "LA - 427" "LA - 446" ...
$ pH_Agua : num 6.35 5.7 5.5 5.9 5.57 5.28 5.19 5.3 6.1 6.58 ...
$ pH_CaCl2 : num 5.65 5.1 4.8 5.2 4.97 4.58 4.59 4.8 5.5 5.88 ...
$ PMehlich_1: num 0.619 1.239 0.31 0.31 1.342 ...
$ S : num 3 2.94 3.78 3 5.13 ...
$ K1 : num 137.6 145.2 86 229.3 91.7 ...
$ K : num 0.353 0.372 0.221 0.588 0.235 0.421 0.142 0.25 0.372 0.431 ...
$ Ca : num 2.5 2.2 1.5 2.1 2.7 1.6 2.4 2.4 3.3 2.5 ...
$ Mg : num 0.7 1.1 1 1.5 1.1 1 0.8 0.8 0.8 1.1 ...
$ Al : num 0 0 0.1 0 0.15 0.1 0.19 0.1 0 0 ...
$ H_Al : num 1.62 2.88 2.66 2.44 4.29 ...
$ B : num 0.165 0.173 0.143 0.189 0.157 0.123 0.168 0.154 0.144 0.212 ...
$ Cu : num 0.75 0.9 0.9 1.1 0.2 0.8 0.4 1.15 0.9 1.65 ...
$ Fe : num 16 19.7 31.4 22.2 12.1 ...
$ Mn : num 8.3 10.75 2.75 4.8 2.8 ...
$ Zn : num 0.6 0.85 0.5 0.1 0.25 0.15 0.85 1.15 0.65 0.6 ...
$ CTC : num 5.17 6.55 5.38 6.63 8.32 ...
$ Soma : num 3.55 3.67 2.72 4.19 4.04 ...
$ SAT : num 68.7 56.1 50.6 63.2 48.5 ...
$ SAT_Al : num 0 0 3.54 0 3.58 ...
$ SAT_K : num 6.82 5.69 4.1 8.87 2.83 ...
$ SAT_Ca : num 48.3 33.6 27.9 31.7 32.4 ...
$ SAT_Mg : num 13.5 16.8 18.6 22.6 13.2 ...
$ Ca_Mg : num 3.57 2 1.5 1.4 2.46 ...
$ Ca_K : num 7.09 5.91 6.8 3.57 11.48 ...
$ Mg_K : num 1.98 2.95 4.54 2.55 4.68 ...
$ Areia : num 609 584 559 584 491 ...
$ Silte : num 33.8 46.2 33.8 33.8 42.5 ...
$ Argila : num 358 370 408 382 466 ...
Data$Especie=as.factor(Data$Especie)
Data$Tratamento=as.factor(Data$Tratamento)
Data$Trat2=as.factor(Data$Trat2)
View(Data)
3 ANOVA + TUKEY
# Análise do modelo
for (var in variables) {
cat("\n\n########################### Variável:", var, "##########################\n")
formula <- as.formula(paste(var, "~ Trat2"))
mod <- aov(formula, data = Data)
cat("ANOVA:\n")
print(summary(mod))
cat("\nMédias (emmeans):\n")
medias <- emmeans(mod, ~ Trat2)
print(summary(medias))
cat("\nTukey HSD:\n")
tukey <- TukeyHSD(mod)
print(tukey)
cat("\nLetras do Tukey:\n")
letras <- multcompLetters4(mod, tukey)
print(letras)
}
########################### Variável: pH_Agua ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 1.62 0.8102 5.017 0.00813 **
Residuals 116 18.73 0.1615
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 6.08 0.0532 116 5.98 6.19
MATA 6.34 0.1797 116 5.98 6.70
PLENO SOL 5.89 0.0532 116 5.79 6.00
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 0.2577193 -0.1872804 0.702718971 0.3573294
PLENO SOL-COPA -0.1896491 -0.3683653 -0.010932954 0.0347743
PLENO SOL-MATA -0.4473684 -0.8923681 -0.002368748 0.0484806
Letras do Tukey:
$Trat2
MATA COPA PLENO SOL
"a" "a" "b"
########################### Variável: pH_CaCl2 ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 0.756 0.3781 2.571 0.0808 .
Residuals 116 17.058 0.1471
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 5.40 0.0508 116 5.30 5.50
MATA 5.62 0.1715 116 5.28 5.96
PLENO SOL 5.29 0.0508 116 5.19 5.39
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 0.2157895 -0.2088543 0.64043329 0.4517598
PLENO SOL-COPA -0.1177193 -0.2882604 0.05282176 0.2335676
PLENO SOL-MATA -0.3335088 -0.7581526 0.09113504 0.1536507
Letras do Tukey:
$Trat2
$Trat2$Letters
MATA COPA PLENO SOL
"a" "a" "a"
$Trat2$LetterMatrix
a
MATA TRUE
COPA TRUE
PLENO SOL TRUE
########################### Variável: PMehlich_1 ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 28.6 14.28 0.78 0.461
Residuals 116 2123.6 18.31
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 2.42 0.567 116 1.302 3.55
MATA 1.66 1.913 116 -2.133 5.45
PLENO SOL 1.43 0.567 116 0.307 2.55
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -0.7677018 -5.505629 3.9702256 0.9217251
PLENO SOL-COPA -0.9947895 -2.897587 0.9080079 0.4314674
PLENO SOL-MATA -0.2270877 -4.965015 4.5108397 0.9928869
Letras do Tukey:
$Trat2
$Trat2$Letters
COPA MATA PLENO SOL
"a" "a" "a"
$Trat2$LetterMatrix
a
COPA TRUE
MATA TRUE
PLENO SOL TRUE
########################### Variável: S ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 33 16.58 0.597 0.552
Residuals 116 3223 27.79
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 7.07 0.698 116 5.69 8.45
MATA 8.97 2.357 116 4.30 13.63
PLENO SOL 6.47 0.698 116 5.09 7.86
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 1.8972175 -3.939997 7.734432 0.7211176
PLENO SOL-COPA -0.5948596 -2.939141 1.749422 0.8190579
PLENO SOL-MATA -2.4920772 -8.329292 3.345137 0.5697982
Letras do Tukey:
$Trat2
$Trat2$Letters
MATA COPA PLENO SOL
"a" "a" "a"
$Trat2$LetterMatrix
a
MATA TRUE
COPA TRUE
PLENO SOL TRUE
########################### Variável: K1 ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 126603 63301 14.26 2.9e-06 ***
Residuals 116 514923 4439
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 163.4 8.82 116 145.9 180.9
MATA 36.3 29.80 116 -22.7 95.3
PLENO SOL 111.2 8.82 116 93.7 128.7
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -127.09826 -200.876468 -53.32006 0.0002345
PLENO SOL-COPA -52.23400 -81.864040 -22.60396 0.0001637
PLENO SOL-MATA 74.86426 1.086059 148.64247 0.0458941
Letras do Tukey:
$Trat2
COPA PLENO SOL MATA
"a" "b" "c"
########################### Variável: K ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 0.832 0.4161 14.26 2.89e-06 ***
Residuals 116 3.384 0.0292
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 0.4191 0.0226 116 0.3742 0.464
MATA 0.0932 0.0764 116 -0.0581 0.244
PLENO SOL 0.2851 0.0226 116 0.2403 0.330
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -0.3258526 -0.514981709 -0.13672355 0.0002341
PLENO SOL-COPA -0.1339123 -0.209868346 -0.05795622 0.0001635
PLENO SOL-MATA 0.1919404 0.002811274 0.38106943 0.0458555
Letras do Tukey:
$Trat2
COPA PLENO SOL MATA
"a" "b" "c"
########################### Variável: Ca ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 1.85 0.9266 0.713 0.492
Residuals 116 150.66 1.2988
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 3.10 0.151 116 2.80 3.40
MATA 3.70 0.510 116 2.69 4.71
PLENO SOL 3.22 0.151 116 2.92 3.52
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 0.6035088 -0.6584802 1.8654977 0.4943558
PLENO SOL-COPA 0.1263158 -0.3805112 0.6331428 0.8248374
PLENO SOL-MATA -0.4771930 -1.7391819 0.7847960 0.6428179
Letras do Tukey:
$Trat2
$Trat2$Letters
MATA PLENO SOL COPA
"a" "a" "a"
$Trat2$LetterMatrix
a
MATA TRUE
PLENO SOL TRUE
COPA TRUE
########################### Variável: Mg ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 5.207 2.6033 11.09 3.93e-05 ***
Residuals 116 27.243 0.2349
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 1.19 0.0642 116 1.06 1.31
MATA 2.06 0.2167 116 1.63 2.49
PLENO SOL 1.02 0.0642 116 0.89 1.14
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 0.8740351 0.3373910 1.41067920 0.0005317
PLENO SOL-COPA -0.1684211 -0.3839425 0.04710041 0.1564835
PLENO SOL-MATA -1.0424561 -1.5791002 -0.50581203 0.0000307
Letras do Tukey:
$Trat2
MATA COPA PLENO SOL
"a" "b" "b"
########################### Variável: Al ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 0.00162 0.0008094 0.404 0.669
Residuals 116 0.23255 0.0020048
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 0.0119 0.00593 116 0.000184 0.0237
MATA 0.0000 0.02002 116 -0.039660 0.0397
PLENO SOL 0.0167 0.00593 116 0.004920 0.0284
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -0.011929825 -0.06151129 0.03765164 0.8356789
PLENO SOL-COPA 0.004736842 -0.01517555 0.02464924 0.8390588
PLENO SOL-MATA 0.016666667 -0.03291480 0.06624813 0.7049546
Letras do Tukey:
$Trat2
$Trat2$Letters
PLENO SOL COPA MATA
"a" "a" "a"
$Trat2$LetterMatrix
a
PLENO SOL TRUE
COPA TRUE
MATA TRUE
########################### Variável: H_Al ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 11.73 5.864 3.648 0.0291 *
Residuals 116 186.43 1.607
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 2.20 0.168 116 1.869 2.53
MATA 1.40 0.567 116 0.275 2.52
PLENO SOL 2.68 0.168 116 2.348 3.01
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -0.8040175 -2.20783927 0.5998042 0.3654153
PLENO SOL-COPA 0.4781404 -0.08564802 1.0419287 0.1134884
PLENO SOL-MATA 1.2821579 -0.12166383 2.6859796 0.0809845
Letras do Tukey:
$Trat2
$Trat2$Letters
PLENO SOL COPA MATA
"a" "a" "a"
$Trat2$LetterMatrix
a
PLENO SOL TRUE
COPA TRUE
MATA TRUE
########################### Variável: B ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 0.01928 0.009639 10.54 6.24e-05 ***
Residuals 116 0.10611 0.000915
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 0.195 0.00401 116 0.187 0.203
MATA 0.209 0.01353 116 0.182 0.236
PLENO SOL 0.171 0.00401 116 0.163 0.179
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 0.01405965 -0.01943117 0.047550472 0.5804305
PLENO SOL-COPA -0.02373684 -0.03718708 -0.010286604 0.0001609
PLENO SOL-MATA -0.03779649 -0.07128731 -0.004305668 0.0228209
Letras do Tukey:
$Trat2
MATA COPA PLENO SOL
"a" "a" "b"
########################### Variável: Cu ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 10.55 5.274 8.83 0.000269 ***
Residuals 116 69.28 0.597
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 1.154 0.102 116 0.952 1.36
MATA 2.240 0.346 116 1.555 2.92
PLENO SOL 0.826 0.102 116 0.624 1.03
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 1.0856140 0.2298428 1.94138524 0.0088833
PLENO SOL-COPA -0.3280702 -0.6717562 0.01561581 0.0646909
PLENO SOL-MATA -1.4136842 -2.2694554 -0.55791301 0.0004356
Letras do Tukey:
$Trat2
MATA COPA PLENO SOL
"a" "b" "b"
########################### Variável: Fe ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 614 307.09 3.393 0.037 *
Residuals 116 10500 90.51
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 27.2 1.26 116 24.7 29.7
MATA 24.8 4.25 116 16.4 33.3
PLENO SOL 22.6 1.26 116 20.1 25.1
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -2.401368 -12.936541 8.1338040 0.8511755
PLENO SOL-COPA -4.642105 -8.873132 -0.4110782 0.0278461
PLENO SOL-MATA -2.240737 -12.775909 8.2944356 0.8690653
Letras do Tukey:
$Trat2
COPA MATA PLENO SOL
"a" "ab" "b"
########################### Variável: Mn ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 4712 2355.9 13.5 5.36e-06 ***
Residuals 116 20242 174.5
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 18.4 1.75 116 14.90 21.8
MATA 39.9 5.91 116 28.24 51.6
PLENO SOL 10.8 1.75 116 7.33 14.3
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 21.578596 6.95049 36.206702 0.0018848
PLENO SOL-COPA -7.564912 -13.43970 -1.690124 0.0077560
PLENO SOL-MATA -29.143509 -43.77161 -14.515403 0.0000189
Letras do Tukey:
$Trat2
MATA COPA PLENO SOL
"a" "b" "c"
########################### Variável: Zn ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 3.36 1.682 1.603 0.206
Residuals 116 121.67 1.049
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 0.914 0.136 116 0.645 1.18
MATA 1.670 0.458 116 0.763 2.58
PLENO SOL 0.818 0.136 116 0.549 1.09
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 0.75596491 -0.3781249 1.8900547 0.2572275
PLENO SOL-COPA -0.09649123 -0.5519527 0.3589702 0.8700225
PLENO SOL-MATA -0.85245614 -1.9865460 0.2816337 0.1792599
Letras do Tukey:
$Trat2
$Trat2$Letters
MATA COPA PLENO SOL
"a" "a" "a"
$Trat2$LetterMatrix
a
MATA TRUE
COPA TRUE
PLENO SOL TRUE
########################### Variável: CTC ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 2.8 1.394 0.452 0.637
Residuals 116 357.4 3.081
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 6.90 0.232 116 6.44 7.36
MATA 7.25 0.785 116 5.70 8.81
PLENO SOL 7.21 0.232 116 6.75 7.67
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 0.34776140 -1.5958455 2.291368 0.9054104
PLENO SOL-COPA 0.30217544 -0.4783959 1.082747 0.6293666
PLENO SOL-MATA -0.04558596 -1.9891929 1.898021 0.9982919
Letras do Tukey:
$Trat2
$Trat2$Letters
MATA PLENO SOL COPA
"a" "a" "a"
$Trat2$LetterMatrix
a
MATA TRUE
PLENO SOL TRUE
COPA TRUE
########################### Variável: Soma ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 8.24 4.122 2.314 0.103
Residuals 116 206.68 1.782
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 4.70 0.177 116 4.35 5.05
MATA 5.85 0.597 116 4.67 7.04
PLENO SOL 4.53 0.177 116 4.18 4.88
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 1.1516912 -0.3264293 2.6298118 0.1581603
PLENO SOL-COPA -0.1760175 -0.7696450 0.4176099 0.7616283
PLENO SOL-MATA -1.3277088 -2.8058293 0.1504118 0.0877325
Letras do Tukey:
$Trat2
$Trat2$Letters
MATA COPA PLENO SOL
"a" "a" "a"
$Trat2$LetterMatrix
a
MATA TRUE
COPA TRUE
PLENO SOL TRUE
########################### Variável: SAT ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 1800 899.8 4.98 0.00841 **
Residuals 116 20958 180.7
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 69.1 1.78 116 65.5 72.6
MATA 80.1 6.01 116 68.2 92.0
PLENO SOL 63.5 1.78 116 59.9 67.0
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 11.01650 -3.868048 25.9010513 0.1886977
PLENO SOL-COPA -5.57786 -11.555639 0.3999193 0.0727960
PLENO SOL-MATA -16.59436 -31.478911 -1.7098118 0.0249038
Letras do Tukey:
$Trat2
MATA COPA PLENO SOL
"a" "ab" "b"
########################### Variável: SAT_Al ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 1.82 0.9109 0.544 0.582
Residuals 116 194.09 1.6732
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 0.318 0.171 116 -0.021 0.658
MATA 0.000 0.578 116 -1.146 1.146
PLENO SOL 0.506 0.171 116 0.167 0.846
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -0.3183684 -1.7507615 1.1140247 0.8579337
PLENO SOL-COPA 0.1880000 -0.3872629 0.7632629 0.7185345
PLENO SOL-MATA 0.5063684 -0.9260247 1.9387615 0.6794309
Letras do Tukey:
$Trat2
$Trat2$Letters
PLENO SOL COPA MATA
"a" "a" "a"
$Trat2$LetterMatrix
a
PLENO SOL TRUE
COPA TRUE
MATA TRUE
########################### Variável: SAT_K ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 190.5 95.27 8.162 0.000482 ***
Residuals 116 1353.9 11.67
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 6.46 0.453 116 5.57 7.36
MATA 1.32 1.528 116 -1.71 4.34
PLENO SOL 4.53 0.453 116 3.63 5.42
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -5.148519 -8.9316223 -1.3654163 0.0045430
PLENO SOL-COPA -1.936018 -3.4553483 -0.4166868 0.0085337
PLENO SOL-MATA 3.212502 -0.5706012 6.9956048 0.1128734
Letras do Tukey:
$Trat2
COPA PLENO SOL MATA
"a" "b" "b"
########################### Variável: SAT_Ca ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 174 86.86 0.555 0.576
Residuals 116 18150 156.47
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 45.1 1.66 116 41.9 48.4
MATA 51.1 5.59 116 40.0 62.2
PLENO SOL 45.0 1.66 116 41.7 48.3
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 5.958986 -7.892497 19.810469 0.5649159
PLENO SOL-COPA -0.113614 -5.676504 5.449275 0.9987046
PLENO SOL-MATA -6.072600 -19.924083 7.778883 0.5527211
Letras do Tukey:
$Trat2
$Trat2$Letters
MATA COPA PLENO SOL
"a" "a" "a"
$Trat2$LetterMatrix
a
MATA TRUE
COPA TRUE
PLENO SOL TRUE
########################### Variável: SAT_Mg ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 1041 520.6 18.77 8.66e-08 ***
Residuals 116 3217 27.7
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 17.4 0.698 116 16.1 18.8
MATA 27.6 2.355 116 23.0 32.3
PLENO SOL 13.9 0.698 116 12.5 15.3
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 10.206123 4.374653 16.037593 0.0001835
PLENO SOL-COPA -3.528211 -5.870185 -1.186236 0.0014665
PLENO SOL-MATA -13.734333 -19.565803 -7.902864 0.0000005
Letras do Tukey:
$Trat2
MATA COPA PLENO SOL
"a" "b" "c"
########################### Variável: Ca_Mg ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 59.8 29.925 5.966 0.00342 **
Residuals 116 581.9 5.016
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 2.82 0.297 116 2.232 3.41
MATA 1.94 1.002 116 -0.043 3.92
PLENO SOL 4.13 0.297 116 3.538 4.71
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -0.8783754 -3.3584960 1.601745 0.6784634
PLENO SOL-COPA 1.3060702 0.3100298 2.302111 0.0065461
PLENO SOL-MATA 2.1844456 -0.2956750 4.664566 0.0961006
Letras do Tukey:
$Trat2
PLENO SOL COPA MATA
"a" "b" "ab"
########################### Variável: Ca_K ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 4958 2479 17.22 2.84e-07 ***
Residuals 116 16704 144
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 10.1 1.59 116 6.94 13.2
MATA 40.7 5.37 116 30.03 51.3
PLENO SOL 17.3 1.59 116 14.12 20.4
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 30.577291 17.28902 43.86556 0.0000008
PLENO SOL-COPA 7.181228 1.84453 12.51793 0.0050897
PLENO SOL-MATA -23.396063 -36.68434 -10.10779 0.0001670
Letras do Tukey:
$Trat2
MATA PLENO SOL COPA
"a" "b" "c"
########################### Variável: Mg_K ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 1963 981.7 32.4 6.62e-12 ***
Residuals 116 3515 30.3
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 3.51 0.729 116 2.07 4.95
MATA 24.15 2.462 116 19.28 29.03
PLENO SOL 5.58 0.729 116 4.13 7.02
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 20.642032 14.5465564 26.737507 0.0000000
PLENO SOL-COPA 2.067825 -0.3801772 4.515826 0.1154225
PLENO SOL-MATA -18.574207 -24.6696822 -12.478732 0.0000000
Letras do Tukey:
$Trat2
MATA PLENO SOL COPA
"a" "b" "b"
########################### Variável: Areia ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 1276 638 0.109 0.897
Residuals 116 679716 5860
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 564 10.1 116 544 584
MATA 579 34.2 116 511 647
PLENO SOL 562 10.1 116 542 582
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 14.78070 -69.98513 99.54653 0.9099386
PLENO SOL-COPA -1.83114 -35.87392 32.21164 0.9910499
PLENO SOL-MATA -16.61184 -101.37767 68.15399 0.8876531
Letras do Tukey:
$Trat2
$Trat2$Letters
MATA COPA PLENO SOL
"a" "a" "a"
$Trat2$LetterMatrix
a
MATA TRUE
COPA TRUE
PLENO SOL TRUE
########################### Variável: Silte ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 26496 13248 20.07 3.28e-08 ***
Residuals 116 76591 660
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 60.1 3.4 116 53.3 66.8
MATA 127.0 11.5 116 104.2 149.8
PLENO SOL 51.4 3.4 116 44.6 58.1
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA 66.912281 38.45814 95.366423 0.0000005
PLENO SOL-COPA -8.717105 -20.14456 2.710353 0.1704639
PLENO SOL-MATA -75.629386 -104.08353 -47.175243 0.0000000
Letras do Tukey:
$Trat2
MATA COPA PLENO SOL
"a" "b" "b"
########################### Variável: Argila ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Trat2 2 39399 19699 3.225 0.0433 *
Residuals 116 708560 6108
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
5 observations deleted due to missingness
Médias (emmeans):
Trat2 emmean SE df lower.CL upper.CL
COPA 376 10.4 116 355 396
MATA 294 35.0 116 225 363
PLENO SOL 386 10.4 116 366 407
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = Data)
$Trat2
diff lwr upr p adj
MATA-COPA -81.69298 -168.238686 4.852721 0.0686074
PLENO SOL-COPA 10.54825 -24.209345 45.305837 0.7518638
PLENO SOL-MATA 92.24123 5.695525 178.786932 0.0338052
Letras do Tukey:
$Trat2
PLENO SOL COPA MATA
"a" "ab" "b"
4 ANOVA + TUKEY - COPA
for (var in variables) {
cat("\n\n########################### Variável:", var, "##########################\n")
formula <- as.formula(paste(var, "~ Especie"))
mod <- aov(formula, data = somente_copa)
cat("ANOVA:\n")
print(summary(mod))
cat("\nMédias (emmeans):\n")
medias <- emmeans(mod, ~ Especie)
print(summary(medias))
cat("\nTukey HSD:\n")
tukey <- TukeyHSD(mod)
print(tukey)
cat("\nLetras do Tukey:\n")
letras <- multcompLetters4(mod, tukey)
print(letras)
}
########################### Variável: pH_Agua ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 6.380 0.4908 5.932 1.31e-06 ***
Residuals 53 4.385 0.0827
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 5.54 0.144 53 5.26 5.83
AMOREIRA 6.29 0.129 53 6.04 6.55
BORDAO DE VELHO 5.66 0.129 53 5.40 5.92
CAJA 6.32 0.129 53 6.06 6.57
CEDRO 5.88 0.129 53 5.62 6.14
CORACAO DE NEGRO 6.21 0.129 53 5.95 6.47
FARINHA SECA 6.18 0.129 53 5.92 6.44
GENIPAPO 6.56 0.129 53 6.30 6.82
GUARAPEIRA 5.63 0.144 53 5.34 5.92
IPE 5.81 0.129 53 5.55 6.07
MATA 6.34 0.129 53 6.08 6.60
MOLUNGU 6.38 0.144 53 6.09 6.67
MONJOLEIRO 6.38 0.129 53 6.12 6.64
PASTAGEM 5.96 0.129 53 5.70 6.22
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.7490 0.07107520 1.426924803 0.0180696
BORDAO DE VELHO-AMARELINHO 0.1170 -0.56092480 0.794924803 0.9999965
CAJA-AMARELINHO 0.7710 0.09307520 1.448924803 0.0129408
CEDRO-AMARELINHO 0.3350 -0.34292480 1.012924803 0.8930834
CORACAO DE NEGRO-AMARELINHO 0.6630 -0.01492480 1.340924803 0.0610995
FARINHA SECA-AMARELINHO 0.6350 -0.04292480 1.312924803 0.0877642
GENIPAPO-AMARELINHO 1.0150 0.33707520 1.692924803 0.0002106
GUARAPEIRA-AMARELINHO 0.0875 -0.62709549 0.802095487 0.9999999
IPE-AMARELINHO 0.2670 -0.41092480 0.944924803 0.9798745
MATA-AMARELINHO 0.7950 0.11707520 1.472924803 0.0089109
MOLUNGU-AMARELINHO 0.8350 0.12040451 1.549595487 0.0093188
MONJOLEIRO-AMARELINHO 0.8350 0.15707520 1.512924803 0.0046957
PASTAGEM-AMARELINHO 0.4150 -0.26292480 1.092924803 0.6641813
BORDAO DE VELHO-AMOREIRA -0.6320 -1.27115363 0.007153634 0.0553994
CAJA-AMOREIRA 0.0220 -0.61715363 0.661153634 1.0000000
CEDRO-AMOREIRA -0.4140 -1.05315363 0.225153634 0.5788761
CORACAO DE NEGRO-AMOREIRA -0.0860 -0.72515363 0.553153634 0.9999998
FARINHA SECA-AMOREIRA -0.1140 -0.75315363 0.525153634 0.9999948
GENIPAPO-AMOREIRA 0.2660 -0.37315363 0.905153634 0.9685941
GUARAPEIRA-AMOREIRA -0.6615 -1.33942480 0.016424803 0.0623258
IPE-AMOREIRA -0.4820 -1.12115363 0.157153634 0.3357596
MATA-AMOREIRA 0.0460 -0.59315363 0.685153634 1.0000000
MOLUNGU-AMOREIRA 0.0860 -0.59192480 0.763924803 0.9999999
MONJOLEIRO-AMOREIRA 0.0860 -0.55315363 0.725153634 0.9999998
PASTAGEM-AMOREIRA -0.3340 -0.97315363 0.305153634 0.8495387
CAJA-BORDAO DE VELHO 0.6540 0.01484637 1.293153634 0.0402545
CEDRO-BORDAO DE VELHO 0.2180 -0.42115363 0.857153634 0.9943177
CORACAO DE NEGRO-BORDAO DE VELHO 0.5460 -0.09315363 1.185153634 0.1702160
FARINHA SECA-BORDAO DE VELHO 0.5180 -0.12115363 1.157153634 0.2333509
GENIPAPO-BORDAO DE VELHO 0.8980 0.25884637 1.537153634 0.0006404
GUARAPEIRA-BORDAO DE VELHO -0.0295 -0.70742480 0.648424803 1.0000000
IPE-BORDAO DE VELHO 0.1500 -0.48915363 0.789153634 0.9998772
MATA-BORDAO DE VELHO 0.6780 0.03884637 1.317153634 0.0280490
MOLUNGU-BORDAO DE VELHO 0.7180 0.04007520 1.395924803 0.0285091
MONJOLEIRO-BORDAO DE VELHO 0.7180 0.07884637 1.357153634 0.0149501
PASTAGEM-BORDAO DE VELHO 0.2980 -0.34115363 0.937153634 0.9273212
CEDRO-CAJA -0.4360 -1.07515363 0.203153634 0.4959012
CORACAO DE NEGRO-CAJA -0.1080 -0.74715363 0.531153634 0.9999972
FARINHA SECA-CAJA -0.1360 -0.77515363 0.503153634 0.9999592
GENIPAPO-CAJA 0.2440 -0.39515363 0.883153634 0.9845115
GUARAPEIRA-CAJA -0.6835 -1.36142480 -0.005575197 0.0463338
IPE-CAJA -0.5040 -1.14315363 0.135153634 0.2703825
MATA-CAJA 0.0240 -0.61515363 0.663153634 1.0000000
MOLUNGU-CAJA 0.0640 -0.61392480 0.741924803 1.0000000
MONJOLEIRO-CAJA 0.0640 -0.57515363 0.703153634 1.0000000
PASTAGEM-CAJA -0.3560 -0.99515363 0.283153634 0.7857767
CORACAO DE NEGRO-CEDRO 0.3280 -0.31115363 0.967153634 0.8648822
FARINHA SECA-CEDRO 0.3000 -0.33915363 0.939153634 0.9239034
GENIPAPO-CEDRO 0.6800 0.04084637 1.319153634 0.0272015
GUARAPEIRA-CEDRO -0.2475 -0.92542480 0.430424803 0.9894827
IPE-CEDRO -0.0680 -0.70715363 0.571153634 1.0000000
MATA-CEDRO 0.4600 -0.17915363 1.099153634 0.4090539
MOLUNGU-CEDRO 0.5000 -0.17792480 1.177924803 0.3701600
MONJOLEIRO-CEDRO 0.5000 -0.13915363 1.139153634 0.2816282
PASTAGEM-CEDRO 0.0800 -0.55915363 0.719153634 0.9999999
FARINHA SECA-CORACAO DE NEGRO -0.0280 -0.66715363 0.611153634 1.0000000
GENIPAPO-CORACAO DE NEGRO 0.3520 -0.28715363 0.991153634 0.7981907
GUARAPEIRA-CORACAO DE NEGRO -0.5755 -1.25342480 0.102424803 0.1771441
IPE-CORACAO DE NEGRO -0.3960 -1.03515363 0.243153634 0.6466587
MATA-CORACAO DE NEGRO 0.1320 -0.50715363 0.771153634 0.9999710
MOLUNGU-CORACAO DE NEGRO 0.1720 -0.50592480 0.849924803 0.9997121
MONJOLEIRO-CORACAO DE NEGRO 0.1720 -0.46715363 0.811153634 0.9994607
PASTAGEM-CORACAO DE NEGRO -0.2480 -0.88715363 0.391153634 0.9822297
GENIPAPO-FARINHA SECA 0.3800 -0.25915363 1.019153634 0.7049907
GUARAPEIRA-FARINHA SECA -0.5475 -1.22542480 0.130424803 0.2379382
IPE-FARINHA SECA -0.3680 -1.00715363 0.271153634 0.7466179
MATA-FARINHA SECA 0.1600 -0.47915363 0.799153634 0.9997510
MOLUNGU-FARINHA SECA 0.2000 -0.47792480 0.877924803 0.9986079
MONJOLEIRO-FARINHA SECA 0.2000 -0.43915363 0.839153634 0.9975005
PASTAGEM-FARINHA SECA -0.2200 -0.85915363 0.419153634 0.9938173
GUARAPEIRA-GENIPAPO -0.9275 -1.60542480 -0.249575197 0.0009898
IPE-GENIPAPO -0.7480 -1.38715363 -0.108846366 0.0091416
MATA-GENIPAPO -0.2200 -0.85915363 0.419153634 0.9938173
MOLUNGU-GENIPAPO -0.1800 -0.85792480 0.497924803 0.9995320
MONJOLEIRO-GENIPAPO -0.1800 -0.81915363 0.459153634 0.9991337
PASTAGEM-GENIPAPO -0.6000 -1.23915363 0.039153634 0.0862325
IPE-GUARAPEIRA 0.1795 -0.49842480 0.857424803 0.9995456
MATA-GUARAPEIRA 0.7075 0.02957520 1.385424803 0.0331345
MOLUNGU-GUARAPEIRA 0.7475 0.03290451 1.462095487 0.0323697
MONJOLEIRO-GUARAPEIRA 0.7475 0.06957520 1.425424803 0.0184801
PASTAGEM-GUARAPEIRA 0.3275 -0.35042480 1.005424803 0.9076688
MATA-IPE 0.5280 -0.11115363 1.167153634 0.2091389
MOLUNGU-IPE 0.5680 -0.10992480 1.245924803 0.1921663
MONJOLEIRO-IPE 0.5680 -0.07115363 1.207153634 0.1304293
PASTAGEM-IPE 0.1480 -0.49115363 0.787153634 0.9998942
MOLUNGU-MATA 0.0400 -0.63792480 0.717924803 1.0000000
MONJOLEIRO-MATA 0.0400 -0.59915363 0.679153634 1.0000000
PASTAGEM-MATA -0.3800 -1.01915363 0.259153634 0.7049907
MONJOLEIRO-MOLUNGU 0.0000 -0.67792480 0.677924803 1.0000000
PASTAGEM-MOLUNGU -0.4200 -1.09792480 0.257924803 0.6467338
PASTAGEM-MONJOLEIRO -0.4200 -1.05915363 0.219153634 0.5561261
Letras do Tukey:
$Especie
GENIPAPO MOLUNGU MONJOLEIRO MATA CAJA AMOREIRA
"a" "ab" "ab" "ab" "ab" "abc"
CORACAO DE NEGRO FARINHA SECA PASTAGEM CEDRO IPE BORDAO DE VELHO
"abcd" "abcd" "abcd" "bcd" "bcd" "cd"
GUARAPEIRA AMARELINHO
"cd" "d"
########################### Variável: pH_CaCl2 ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 5.786 0.4451 5.37 4.9e-06 ***
Residuals 53 4.393 0.0829
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 4.92 0.144 53 4.63 5.21
AMOREIRA 5.61 0.129 53 5.36 5.87
BORDAO DE VELHO 5.00 0.129 53 4.74 5.26
CAJA 5.64 0.129 53 5.38 5.89
CEDRO 5.22 0.129 53 4.96 5.48
CORACAO DE NEGRO 5.51 0.129 53 5.25 5.77
FARINHA SECA 5.48 0.129 53 5.22 5.74
GENIPAPO 5.86 0.129 53 5.60 6.12
GUARAPEIRA 4.93 0.144 53 4.64 5.22
IPE 5.16 0.129 53 4.90 5.42
MATA 5.62 0.129 53 5.36 5.88
MOLUNGU 5.68 0.144 53 5.39 5.97
MONJOLEIRO 5.70 0.129 53 5.44 5.96
PASTAGEM 5.26 0.129 53 5.00 5.52
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.6940 0.0154029633 1.372597037 0.0404564
BORDAO DE VELHO-AMARELINHO 0.0820 -0.5965970367 0.760597037 1.0000000
CAJA-AMARELINHO 0.7160 0.0374029633 1.394597037 0.0296430
CEDRO-AMARELINHO 0.3000 -0.3785970367 0.978597037 0.9502662
CORACAO DE NEGRO-AMARELINHO 0.5880 -0.0905970367 1.266597037 0.1551183
FARINHA SECA-AMARELINHO 0.5600 -0.1185970367 1.238597037 0.2104219
GENIPAPO-AMARELINHO 0.9400 0.2614029633 1.618597037 0.0008096
GUARAPEIRA-AMARELINHO 0.0125 -0.7028040831 0.727804083 1.0000000
IPE-AMARELINHO 0.2420 -0.4365970367 0.920597037 0.9914657
MATA-AMARELINHO 0.7000 0.0214029633 1.378597037 0.0372025
MOLUNGU-AMARELINHO 0.7600 0.0446959169 1.475304083 0.0275836
MONJOLEIRO-AMARELINHO 0.7800 0.1014029633 1.458597037 0.0113986
PASTAGEM-AMARELINHO 0.3400 -0.3385970367 1.018597037 0.8833395
BORDAO DE VELHO-AMOREIRA -0.6120 -1.2517874218 0.027787422 0.0738944
CAJA-AMOREIRA 0.0220 -0.6177874218 0.661787422 1.0000000
CEDRO-AMOREIRA -0.3940 -1.0337874218 0.245787422 0.6555287
CORACAO DE NEGRO-AMOREIRA -0.1060 -0.7457874218 0.533787422 0.9999978
FARINHA SECA-AMOREIRA -0.1340 -0.7737874218 0.505787422 0.9999659
GENIPAPO-AMOREIRA 0.2460 -0.3937874218 0.885787422 0.9835397
GUARAPEIRA-AMOREIRA -0.6815 -1.3600970367 -0.002902963 0.0480621
IPE-AMOREIRA -0.4520 -1.0917874218 0.187787422 0.4389519
MATA-AMOREIRA 0.0060 -0.6337874218 0.645787422 1.0000000
MOLUNGU-AMOREIRA 0.0660 -0.6125970367 0.744597037 1.0000000
MONJOLEIRO-AMOREIRA 0.0860 -0.5537874218 0.725787422 0.9999998
PASTAGEM-AMOREIRA -0.3540 -0.9937874218 0.285787422 0.7931133
CAJA-BORDAO DE VELHO 0.6340 -0.0057874218 1.273787422 0.0543259
CEDRO-BORDAO DE VELHO 0.2180 -0.4217874218 0.857787422 0.9943697
CORACAO DE NEGRO-BORDAO DE VELHO 0.5060 -0.1337874218 1.145787422 0.2662444
FARINHA SECA-BORDAO DE VELHO 0.4780 -0.1617874218 1.117787422 0.3500671
GENIPAPO-BORDAO DE VELHO 0.8580 0.2182125782 1.497787422 0.0013580
GUARAPEIRA-BORDAO DE VELHO -0.0695 -0.7480970367 0.609097037 1.0000000
IPE-BORDAO DE VELHO 0.1600 -0.4797874218 0.799787422 0.9997536
MATA-BORDAO DE VELHO 0.6180 -0.0217874218 1.257787422 0.0680327
MOLUNGU-BORDAO DE VELHO 0.6780 -0.0005970367 1.356597037 0.0504070
MONJOLEIRO-BORDAO DE VELHO 0.6980 0.0582125782 1.337787422 0.0207851
PASTAGEM-BORDAO DE VELHO 0.2580 -0.3817874218 0.897787422 0.9755797
CEDRO-CAJA -0.4160 -1.0557874218 0.223787422 0.5728547
CORACAO DE NEGRO-CAJA -0.1280 -0.7677874218 0.511787422 0.9999799
FARINHA SECA-CAJA -0.1560 -0.7957874218 0.483787422 0.9998130
GENIPAPO-CAJA 0.2240 -0.4157874218 0.863787422 0.9927739
GUARAPEIRA-CAJA -0.7035 -1.3820970367 -0.024902963 0.0354146
IPE-CAJA -0.4740 -1.1137874218 0.165787422 0.3631171
MATA-CAJA -0.0160 -0.6557874218 0.623787422 1.0000000
MOLUNGU-CAJA 0.0440 -0.6345970367 0.722597037 1.0000000
MONJOLEIRO-CAJA 0.0640 -0.5757874218 0.703787422 1.0000000
PASTAGEM-CAJA -0.3760 -1.0157874218 0.263787422 0.7204089
CORACAO DE NEGRO-CEDRO 0.2880 -0.3517874218 0.927787422 0.9432707
FARINHA SECA-CEDRO 0.2600 -0.3797874218 0.899787422 0.9740090
GENIPAPO-CEDRO 0.6400 0.0002125782 1.279787422 0.0498471
GUARAPEIRA-CEDRO -0.2875 -0.9660970367 0.391097037 0.9639143
IPE-CEDRO -0.0580 -0.6977874218 0.581787422 1.0000000
MATA-CEDRO 0.4000 -0.2397874218 1.039787422 0.6332085
MOLUNGU-CEDRO 0.4600 -0.2185970367 1.138597037 0.5061211
MONJOLEIRO-CEDRO 0.4800 -0.1597874218 1.119787422 0.3436368
PASTAGEM-CEDRO 0.0400 -0.5997874218 0.679787422 1.0000000
FARINHA SECA-CORACAO DE NEGRO -0.0280 -0.6677874218 0.611787422 1.0000000
GENIPAPO-CORACAO DE NEGRO 0.3520 -0.2877874218 0.991787422 0.7992566
GUARAPEIRA-CORACAO DE NEGRO -0.5755 -1.2540970367 0.103097037 0.1782541
IPE-CORACAO DE NEGRO -0.3460 -0.9857874218 0.293787422 0.8171556
MATA-CORACAO DE NEGRO 0.1120 -0.5277874218 0.751787422 0.9999958
MOLUNGU-CORACAO DE NEGRO 0.1720 -0.5065970367 0.850597037 0.9997151
MONJOLEIRO-CORACAO DE NEGRO 0.1920 -0.4477874218 0.831787422 0.9983472
PASTAGEM-CORACAO DE NEGRO -0.2480 -0.8877874218 0.391787422 0.9823770
GENIPAPO-FARINHA SECA 0.3800 -0.2597874218 1.019787422 0.7063284
GUARAPEIRA-FARINHA SECA -0.5475 -1.2260970367 0.131097037 0.2392439
IPE-FARINHA SECA -0.3180 -0.9577874218 0.321787422 0.8890596
MATA-FARINHA SECA 0.1400 -0.4997874218 0.779787422 0.9999439
MOLUNGU-FARINHA SECA 0.2000 -0.4785970367 0.878597037 0.9986217
MONJOLEIRO-FARINHA SECA 0.2200 -0.4197874218 0.859787422 0.9938735
PASTAGEM-FARINHA SECA -0.2200 -0.8597874218 0.419787422 0.9938735
GUARAPEIRA-GENIPAPO -0.9275 -1.6060970367 -0.248902963 0.0010056
IPE-GENIPAPO -0.6980 -1.3377874218 -0.058212578 0.0207851
MATA-GENIPAPO -0.2400 -0.8797874218 0.399787422 0.9866718
MOLUNGU-GENIPAPO -0.1800 -0.8585970367 0.498597037 0.9995369
MONJOLEIRO-GENIPAPO -0.1600 -0.7997874218 0.479787422 0.9997536
PASTAGEM-GENIPAPO -0.6000 -1.2397874218 0.039787422 0.0869213
IPE-GUARAPEIRA 0.2295 -0.4490970367 0.908097037 0.9947482
MATA-GUARAPEIRA 0.6875 0.0089029633 1.366097037 0.0442661
MOLUNGU-GUARAPEIRA 0.7475 0.0321959169 1.462804083 0.0326952
MONJOLEIRO-GUARAPEIRA 0.7675 0.0889029633 1.446097037 0.0138137
PASTAGEM-GUARAPEIRA 0.3275 -0.3510970367 1.006097037 0.9082694
MATA-IPE 0.4580 -0.1817874218 1.097787422 0.4176498
MOLUNGU-IPE 0.5180 -0.1605970367 1.196597037 0.3174234
MONJOLEIRO-IPE 0.5380 -0.1017874218 1.177787422 0.1879294
PASTAGEM-IPE 0.0980 -0.5417874218 0.737787422 0.9999992
MOLUNGU-MATA 0.0600 -0.6185970367 0.738597037 1.0000000
MONJOLEIRO-MATA 0.0800 -0.5597874218 0.719787422 0.9999999
PASTAGEM-MATA -0.3600 -0.9997874218 0.279787422 0.7741805
MONJOLEIRO-MOLUNGU 0.0200 -0.6585970367 0.698597037 1.0000000
PASTAGEM-MOLUNGU -0.4200 -1.0985970367 0.258597037 0.6481924
PASTAGEM-MONJOLEIRO -0.4400 -1.0797874218 0.199787422 0.4826701
Letras do Tukey:
$Especie
GENIPAPO MONJOLEIRO MOLUNGU CAJA MATA AMOREIRA
"a" "ab" "abc" "abc" "abc" "abc"
CORACAO DE NEGRO FARINHA SECA PASTAGEM CEDRO IPE BORDAO DE VELHO
"abcd" "abcd" "abcd" "bcd" "bcd" "cd"
GUARAPEIRA AMARELINHO
"d" "d"
########################### Variável: PMehlich_1 ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 540.5 41.58 1.409 0.187
Residuals 53 1564.4 29.52
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 0.813 2.72 53 -4.64 6.26
AMOREIRA 0.939 2.43 53 -3.93 5.81
BORDAO DE VELHO 1.404 2.43 53 -3.47 6.28
CAJA 1.146 2.43 53 -3.73 6.02
CEDRO 1.285 2.43 53 -3.59 6.16
CORACAO DE NEGRO 1.037 2.43 53 -3.84 5.91
FARINHA SECA 1.688 2.43 53 -3.19 6.56
GENIPAPO 6.365 2.43 53 1.49 11.24
GUARAPEIRA 0.793 2.72 53 -4.65 6.24
IPE 1.141 2.43 53 -3.73 6.01
MATA 1.657 2.43 53 -3.22 6.53
MOLUNGU 12.175 2.72 53 6.73 17.62
MONJOLEIRO 1.610 2.43 53 -3.26 6.48
PASTAGEM 1.425 2.43 53 -3.45 6.30
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.12615 -12.678905 12.931205 1.0000000
BORDAO DE VELHO-AMARELINHO 0.59075 -12.214305 13.395805 1.0000000
CAJA-AMARELINHO 0.33275 -12.472305 13.137805 1.0000000
CEDRO-AMARELINHO 0.47215 -12.332905 13.277205 1.0000000
CORACAO DE NEGRO-AMARELINHO 0.22415 -12.580905 13.029205 1.0000000
FARINHA SECA-AMARELINHO 0.87475 -11.930305 13.679805 1.0000000
GENIPAPO-AMARELINHO 5.55135 -7.253705 18.356405 0.9570016
GUARAPEIRA-AMARELINHO -0.01975 -13.517464 13.477964 1.0000000
IPE-AMARELINHO 0.32755 -12.477505 13.132605 1.0000000
MATA-AMARELINHO 0.84375 -11.961305 13.648805 1.0000000
MOLUNGU-AMARELINHO 11.36200 -2.135714 24.859714 0.1867377
MONJOLEIRO-AMARELINHO 0.79715 -12.007905 13.602205 1.0000000
PASTAGEM-AMARELINHO 0.61135 -12.193705 13.416405 1.0000000
BORDAO DE VELHO-AMOREIRA 0.46460 -11.608122 12.537322 1.0000000
CAJA-AMOREIRA 0.20660 -11.866122 12.279322 1.0000000
CEDRO-AMOREIRA 0.34600 -11.726722 12.418722 1.0000000
CORACAO DE NEGRO-AMOREIRA 0.09800 -11.974722 12.170722 1.0000000
FARINHA SECA-AMOREIRA 0.74860 -11.324122 12.821322 1.0000000
GENIPAPO-AMOREIRA 5.42520 -6.647522 17.497922 0.9439695
GUARAPEIRA-AMOREIRA -0.14590 -12.950955 12.659155 1.0000000
IPE-AMOREIRA 0.20140 -11.871322 12.274122 1.0000000
MATA-AMOREIRA 0.71760 -11.355122 12.790322 1.0000000
MOLUNGU-AMOREIRA 11.23585 -1.569205 24.040905 0.1424974
MONJOLEIRO-AMOREIRA 0.67100 -11.401722 12.743722 1.0000000
PASTAGEM-AMOREIRA 0.48520 -11.587522 12.557922 1.0000000
CAJA-BORDAO DE VELHO -0.25800 -12.330722 11.814722 1.0000000
CEDRO-BORDAO DE VELHO -0.11860 -12.191322 11.954122 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO -0.36660 -12.439322 11.706122 1.0000000
FARINHA SECA-BORDAO DE VELHO 0.28400 -11.788722 12.356722 1.0000000
GENIPAPO-BORDAO DE VELHO 4.96060 -7.112122 17.033322 0.9716108
GUARAPEIRA-BORDAO DE VELHO -0.61050 -13.415555 12.194555 1.0000000
IPE-BORDAO DE VELHO -0.26320 -12.335922 11.809522 1.0000000
MATA-BORDAO DE VELHO 0.25300 -11.819722 12.325722 1.0000000
MOLUNGU-BORDAO DE VELHO 10.77125 -2.033805 23.576305 0.1875616
MONJOLEIRO-BORDAO DE VELHO 0.20640 -11.866322 12.279122 1.0000000
PASTAGEM-BORDAO DE VELHO 0.02060 -12.052122 12.093322 1.0000000
CEDRO-CAJA 0.13940 -11.933322 12.212122 1.0000000
CORACAO DE NEGRO-CAJA -0.10860 -12.181322 11.964122 1.0000000
FARINHA SECA-CAJA 0.54200 -11.530722 12.614722 1.0000000
GENIPAPO-CAJA 5.21860 -6.854122 17.291322 0.9579376
GUARAPEIRA-CAJA -0.35250 -13.157555 12.452555 1.0000000
IPE-CAJA -0.00520 -12.077922 12.067522 1.0000000
MATA-CAJA 0.51100 -11.561722 12.583722 1.0000000
MOLUNGU-CAJA 11.02925 -1.775805 23.834305 0.1613692
MONJOLEIRO-CAJA 0.46440 -11.608322 12.537122 1.0000000
PASTAGEM-CAJA 0.27860 -11.794122 12.351322 1.0000000
CORACAO DE NEGRO-CEDRO -0.24800 -12.320722 11.824722 1.0000000
FARINHA SECA-CEDRO 0.40260 -11.670122 12.475322 1.0000000
GENIPAPO-CEDRO 5.07920 -6.993522 17.151922 0.9658150
GUARAPEIRA-CEDRO -0.49190 -13.296955 12.313155 1.0000000
IPE-CEDRO -0.14460 -12.217322 11.928122 1.0000000
MATA-CEDRO 0.37160 -11.701122 12.444322 1.0000000
MOLUNGU-CEDRO 10.88985 -1.915205 23.694905 0.1751517
MONJOLEIRO-CEDRO 0.32500 -11.747722 12.397722 1.0000000
PASTAGEM-CEDRO 0.13920 -11.933522 12.211922 1.0000000
FARINHA SECA-CORACAO DE NEGRO 0.65060 -11.422122 12.723322 1.0000000
GENIPAPO-CORACAO DE NEGRO 5.32720 -6.745522 17.399922 0.9509495
GUARAPEIRA-CORACAO DE NEGRO -0.24390 -13.048955 12.561155 1.0000000
IPE-CORACAO DE NEGRO 0.10340 -11.969322 12.176122 1.0000000
MATA-CORACAO DE NEGRO 0.61960 -11.453122 12.692322 1.0000000
MOLUNGU-CORACAO DE NEGRO 11.13785 -1.667205 23.942905 0.1512216
MONJOLEIRO-CORACAO DE NEGRO 0.57300 -11.499722 12.645722 1.0000000
PASTAGEM-CORACAO DE NEGRO 0.38720 -11.685522 12.459922 1.0000000
GENIPAPO-FARINHA SECA 4.67660 -7.396122 16.749322 0.9824759
GUARAPEIRA-FARINHA SECA -0.89450 -13.699555 11.910555 1.0000000
IPE-FARINHA SECA -0.54720 -12.619922 11.525522 1.0000000
MATA-FARINHA SECA -0.03100 -12.103722 12.041722 1.0000000
MOLUNGU-FARINHA SECA 10.48725 -2.317805 23.292305 0.2198941
MONJOLEIRO-FARINHA SECA -0.07760 -12.150322 11.995122 1.0000000
PASTAGEM-FARINHA SECA -0.26340 -12.336122 11.809322 1.0000000
GUARAPEIRA-GENIPAPO -5.57110 -18.376155 7.233955 0.9558396
IPE-GENIPAPO -5.22380 -17.296522 6.848922 0.9576204
MATA-GENIPAPO -4.70760 -16.780322 7.365122 0.9814783
MOLUNGU-GENIPAPO 5.81065 -6.994405 18.615705 0.9399087
MONJOLEIRO-GENIPAPO -4.75420 -16.826922 7.318522 0.9798966
PASTAGEM-GENIPAPO -4.94000 -17.012722 7.132722 0.9725373
IPE-GUARAPEIRA 0.34730 -12.457755 13.152355 1.0000000
MATA-GUARAPEIRA 0.86350 -11.941555 13.668555 1.0000000
MOLUNGU-GUARAPEIRA 11.38175 -2.115964 24.879464 0.1847414
MONJOLEIRO-GUARAPEIRA 0.81690 -11.988155 13.621955 1.0000000
PASTAGEM-GUARAPEIRA 0.63110 -12.173955 13.436155 1.0000000
MATA-IPE 0.51620 -11.556522 12.588922 1.0000000
MOLUNGU-IPE 11.03445 -1.770605 23.839505 0.1608717
MONJOLEIRO-IPE 0.46960 -11.603122 12.542322 1.0000000
PASTAGEM-IPE 0.28380 -11.788922 12.356522 1.0000000
MOLUNGU-MATA 10.51825 -2.286805 23.323305 0.2161834
MONJOLEIRO-MATA -0.04660 -12.119322 12.026122 1.0000000
PASTAGEM-MATA -0.23240 -12.305122 11.840322 1.0000000
MONJOLEIRO-MOLUNGU -10.56485 -23.369905 2.240205 0.2106895
PASTAGEM-MOLUNGU -10.75065 -23.555705 2.054405 0.1897822
PASTAGEM-MONJOLEIRO -0.18580 -12.258522 11.886922 1.0000000
Letras do Tukey:
$Especie
$Especie$Letters
MOLUNGU GENIPAPO FARINHA SECA MATA MONJOLEIRO PASTAGEM
"a" "a" "a" "a" "a" "a"
BORDAO DE VELHO CEDRO CAJA IPE CORACAO DE NEGRO AMOREIRA
"a" "a" "a" "a" "a" "a"
AMARELINHO GUARAPEIRA
"a" "a"
$Especie$LetterMatrix
a
MOLUNGU TRUE
GENIPAPO TRUE
FARINHA SECA TRUE
MATA TRUE
MONJOLEIRO TRUE
PASTAGEM TRUE
BORDAO DE VELHO TRUE
CEDRO TRUE
CAJA TRUE
IPE TRUE
CORACAO DE NEGRO TRUE
AMOREIRA TRUE
AMARELINHO TRUE
GUARAPEIRA TRUE
########################### Variável: S ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 456.8 35.14 0.832 0.625
Residuals 53 2236.9 42.21
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 3.29 3.25 53 -3.225 9.81
AMOREIRA 5.59 2.91 53 -0.236 11.42
BORDAO DE VELHO 5.48 2.91 53 -0.344 11.31
CAJA 8.01 2.91 53 2.178 13.83
CEDRO 14.60 2.91 53 8.774 20.43
CORACAO DE NEGRO 6.44 2.91 53 0.614 12.27
FARINHA SECA 6.14 2.91 53 0.311 11.97
GENIPAPO 7.59 2.91 53 1.758 13.41
GUARAPEIRA 6.01 3.25 53 -0.503 12.53
IPE 6.14 2.91 53 0.311 11.97
MATA 8.97 2.91 53 3.138 14.79
MOLUNGU 10.05 3.25 53 3.535 16.57
MONJOLEIRO 5.11 2.91 53 -0.720 10.93
PASTAGEM 7.50 2.91 53 1.674 13.33
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 2.30110 -13.011140 17.613340 0.9999993
BORDAO DE VELHO-AMARELINHO 2.19290 -13.119340 17.505140 0.9999996
CAJA-AMARELINHO 4.71530 -10.596940 20.027540 0.9978643
CEDRO-AMARELINHO 11.31050 -4.001740 26.622740 0.3677967
CORACAO DE NEGRO-AMARELINHO 3.15090 -12.161340 18.463140 0.9999722
FARINHA SECA-AMARELINHO 2.84790 -12.464340 18.160140 0.9999914
GENIPAPO-AMARELINHO 4.29490 -11.017340 19.607140 0.9991691
GUARAPEIRA-AMARELINHO 2.72175 -13.418768 18.862268 0.9999973
IPE-AMARELINHO 2.84810 -12.464140 18.160340 0.9999914
MATA-AMARELINHO 5.67470 -9.637540 20.986940 0.9880044
MOLUNGU-AMARELINHO 6.75975 -9.380768 22.900268 0.9670055
MONJOLEIRO-AMARELINHO 1.81650 -13.495740 17.128740 1.0000000
PASTAGEM-AMARELINHO 4.21090 -11.101340 19.523140 0.9993232
BORDAO DE VELHO-AMOREIRA -0.10820 -14.544718 14.328318 1.0000000
CAJA-AMOREIRA 2.41420 -12.022318 16.850718 0.9999976
CEDRO-AMOREIRA 9.00940 -5.427118 23.445918 0.6359288
CORACAO DE NEGRO-AMOREIRA 0.84980 -13.586718 15.286318 1.0000000
FARINHA SECA-AMOREIRA 0.54680 -13.889718 14.983318 1.0000000
GENIPAPO-AMOREIRA 1.99380 -12.442718 16.430318 0.9999998
GUARAPEIRA-AMOREIRA 0.42065 -14.891590 15.732890 1.0000000
IPE-AMOREIRA 0.54700 -13.889518 14.983518 1.0000000
MATA-AMOREIRA 3.37360 -11.062918 17.810118 0.9998829
MOLUNGU-AMOREIRA 4.45865 -10.853590 19.770890 0.9987806
MONJOLEIRO-AMOREIRA -0.48460 -14.921118 13.951918 1.0000000
PASTAGEM-AMOREIRA 1.90980 -12.526718 16.346318 0.9999999
CAJA-BORDAO DE VELHO 2.52240 -11.914118 16.958918 0.9999959
CEDRO-BORDAO DE VELHO 9.11760 -5.318918 23.554118 0.6179509
CORACAO DE NEGRO-BORDAO DE VELHO 0.95800 -13.478518 15.394518 1.0000000
FARINHA SECA-BORDAO DE VELHO 0.65500 -13.781518 15.091518 1.0000000
GENIPAPO-BORDAO DE VELHO 2.10200 -12.334518 16.538518 0.9999995
GUARAPEIRA-BORDAO DE VELHO 0.52885 -14.783390 15.841090 1.0000000
IPE-BORDAO DE VELHO 0.65520 -13.781318 15.091718 1.0000000
MATA-BORDAO DE VELHO 3.48180 -10.954718 17.918318 0.9998341
MOLUNGU-BORDAO DE VELHO 4.56685 -10.745390 19.879090 0.9984466
MONJOLEIRO-BORDAO DE VELHO -0.37640 -14.812918 14.060118 1.0000000
PASTAGEM-BORDAO DE VELHO 2.01800 -12.418518 16.454518 0.9999997
CEDRO-CAJA 6.59520 -7.841318 21.031718 0.9369649
CORACAO DE NEGRO-CAJA -1.56440 -16.000918 12.872118 1.0000000
FARINHA SECA-CAJA -1.86740 -16.303918 12.569118 0.9999999
GENIPAPO-CAJA -0.42040 -14.856918 14.016118 1.0000000
GUARAPEIRA-CAJA -1.99355 -17.305790 13.318690 0.9999999
IPE-CAJA -1.86720 -16.303718 12.569318 0.9999999
MATA-CAJA 0.95940 -13.477118 15.395918 1.0000000
MOLUNGU-CAJA 2.04445 -13.267790 17.356690 0.9999998
MONJOLEIRO-CAJA -2.89880 -17.335318 11.537718 0.9999790
PASTAGEM-CAJA -0.50440 -14.940918 13.932118 1.0000000
CORACAO DE NEGRO-CEDRO -8.15960 -22.596118 6.276918 0.7689727
FARINHA SECA-CEDRO -8.46260 -22.899118 5.973918 0.7237559
GENIPAPO-CEDRO -7.01560 -21.452118 7.420918 0.9040136
GUARAPEIRA-CEDRO -8.58875 -23.900990 6.723490 0.7778291
IPE-CEDRO -8.46240 -22.898918 5.974118 0.7237867
MATA-CEDRO -5.63580 -20.072318 8.800718 0.9812998
MOLUNGU-CEDRO -4.55075 -19.862990 10.761490 0.9985007
MONJOLEIRO-CEDRO -9.49400 -23.930518 4.942518 0.5548696
PASTAGEM-CEDRO -7.09960 -21.536118 7.336918 0.8963268
FARINHA SECA-CORACAO DE NEGRO -0.30300 -14.739518 14.133518 1.0000000
GENIPAPO-CORACAO DE NEGRO 1.14400 -13.292518 15.580518 1.0000000
GUARAPEIRA-CORACAO DE NEGRO -0.42915 -15.741390 14.883090 1.0000000
IPE-CORACAO DE NEGRO -0.30280 -14.739318 14.133718 1.0000000
MATA-CORACAO DE NEGRO 2.52380 -11.912718 16.960318 0.9999959
MOLUNGU-CORACAO DE NEGRO 3.60885 -11.703390 18.921090 0.9998713
MONJOLEIRO-CORACAO DE NEGRO -1.33440 -15.770918 13.102118 1.0000000
PASTAGEM-CORACAO DE NEGRO 1.06000 -13.376518 15.496518 1.0000000
GENIPAPO-FARINHA SECA 1.44700 -12.989518 15.883518 1.0000000
GUARAPEIRA-FARINHA SECA -0.12615 -15.438390 15.186090 1.0000000
IPE-FARINHA SECA 0.00020 -14.436318 14.436718 1.0000000
MATA-FARINHA SECA 2.82680 -11.609718 17.263318 0.9999843
MOLUNGU-FARINHA SECA 3.91185 -11.400390 19.224090 0.9996899
MONJOLEIRO-FARINHA SECA -1.03140 -15.467918 13.405118 1.0000000
PASTAGEM-FARINHA SECA 1.36300 -13.073518 15.799518 1.0000000
GUARAPEIRA-GENIPAPO -1.57315 -16.885390 13.739090 1.0000000
IPE-GENIPAPO -1.44680 -15.883318 12.989718 1.0000000
MATA-GENIPAPO 1.37980 -13.056718 15.816318 1.0000000
MOLUNGU-GENIPAPO 2.46485 -12.847390 17.777090 0.9999985
MONJOLEIRO-GENIPAPO -2.47840 -16.914918 11.958118 0.9999967
PASTAGEM-GENIPAPO -0.08400 -14.520518 14.352518 1.0000000
IPE-GUARAPEIRA 0.12635 -15.185890 15.438590 1.0000000
MATA-GUARAPEIRA 2.95295 -12.359290 18.265190 0.9999869
MOLUNGU-GUARAPEIRA 4.03800 -12.102518 20.178518 0.9997526
MONJOLEIRO-GUARAPEIRA -0.90525 -16.217490 14.406990 1.0000000
PASTAGEM-GUARAPEIRA 1.48915 -13.823090 16.801390 1.0000000
MATA-IPE 2.82660 -11.609918 17.263118 0.9999843
MOLUNGU-IPE 3.91165 -11.400590 19.223890 0.9996900
MONJOLEIRO-IPE -1.03160 -15.468118 13.404918 1.0000000
PASTAGEM-IPE 1.36280 -13.073718 15.799318 1.0000000
MOLUNGU-MATA 1.08505 -14.227190 16.397290 1.0000000
MONJOLEIRO-MATA -3.85820 -18.294718 10.578318 0.9994986
PASTAGEM-MATA -1.46380 -15.900318 12.972718 1.0000000
MONJOLEIRO-MOLUNGU -4.94325 -20.255490 10.368990 0.9966181
PASTAGEM-MOLUNGU -2.54885 -17.861090 12.763390 0.9999977
PASTAGEM-MONJOLEIRO 2.39440 -12.042118 16.830918 0.9999978
Letras do Tukey:
$Especie
$Especie$Letters
CEDRO MOLUNGU MATA CAJA GENIPAPO PASTAGEM
"a" "a" "a" "a" "a" "a"
CORACAO DE NEGRO IPE FARINHA SECA GUARAPEIRA AMOREIRA BORDAO DE VELHO
"a" "a" "a" "a" "a" "a"
MONJOLEIRO AMARELINHO
"a" "a"
$Especie$LetterMatrix
a
CEDRO TRUE
MOLUNGU TRUE
MATA TRUE
CAJA TRUE
GENIPAPO TRUE
PASTAGEM TRUE
CORACAO DE NEGRO TRUE
IPE TRUE
FARINHA SECA TRUE
GUARAPEIRA TRUE
AMOREIRA TRUE
BORDAO DE VELHO TRUE
MONJOLEIRO TRUE
AMARELINHO TRUE
########################### Variável: K1 ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 157556 12120 2.702 0.00543 **
Residuals 53 237734 4486
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 159.1 33.5 53 91.9 226.3
AMOREIRA 213.3 30.0 53 153.2 273.3
BORDAO DE VELHO 144.1 30.0 53 84.0 204.2
CAJA 159.4 30.0 53 99.3 219.5
CEDRO 134.2 30.0 53 74.1 194.2
CORACAO DE NEGRO 195.3 30.0 53 135.2 255.4
FARINHA SECA 135.7 30.0 53 75.6 195.8
GENIPAPO 159.4 30.0 53 99.3 219.5
GUARAPEIRA 134.2 33.5 53 67.1 201.4
IPE 168.6 30.0 53 108.5 228.6
MATA 36.3 30.0 53 -23.8 96.4
MOLUNGU 168.6 33.5 53 101.5 235.8
MONJOLEIRO 183.5 30.0 53 123.4 243.5
PASTAGEM 49.3 30.0 53 -10.8 109.4
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 5.417685e+01 -103.678445 212.032145 0.9939809
BORDAO DE VELHO-AMARELINHO -1.500135e+01 -172.856645 142.853945 1.0000000
CAJA-AMARELINHO 2.866500e-01 -157.568645 158.141945 1.0000000
CEDRO-AMARELINHO -2.493855e+01 -182.793845 132.916745 0.9999988
CORACAO DE NEGRO-AMARELINHO 3.621345e+01 -121.641845 194.068745 0.9999046
FARINHA SECA-AMARELINHO -2.340975e+01 -181.265045 134.445545 0.9999994
GENIPAPO-AMARELINHO 2.866500e-01 -157.568645 158.141945 1.0000000
GUARAPEIRA-AMARELINHO -2.484300e+01 -191.237091 141.551091 0.9999994
IPE-AMARELINHO 9.459450e+00 -148.395845 167.314745 1.0000000
MATA-AMARELINHO -1.227817e+02 -280.637045 35.073545 0.2898432
MOLUNGU-AMARELINHO 9.555000e+00 -156.839091 175.949091 1.0000000
MONJOLEIRO-AMARELINHO 2.436525e+01 -133.490045 182.220545 0.9999991
PASTAGEM-AMARELINHO -1.097869e+02 -267.642245 48.068345 0.4644158
BORDAO DE VELHO-AMOREIRA -6.917820e+01 -218.005599 79.649199 0.9288377
CAJA-AMOREIRA -5.389020e+01 -202.717599 94.937199 0.9902202
CEDRO-AMOREIRA -7.911540e+01 -227.942799 69.711999 0.8339275
CORACAO DE NEGRO-AMOREIRA -1.796340e+01 -166.790799 130.863999 1.0000000
FARINHA SECA-AMOREIRA -7.758660e+01 -226.413999 71.240799 0.8516296
GENIPAPO-AMOREIRA -5.389020e+01 -202.717599 94.937199 0.9902202
GUARAPEIRA-AMOREIRA -7.901985e+01 -236.875145 78.835445 0.8839922
IPE-AMOREIRA -4.471740e+01 -193.544799 104.109999 0.9983270
MATA-AMOREIRA -1.769586e+02 -325.785999 -28.131201 0.0074806
MOLUNGU-AMOREIRA -4.462185e+01 -202.477145 113.233445 0.9990997
MONJOLEIRO-AMOREIRA -2.981160e+01 -178.638999 119.015799 0.9999796
PASTAGEM-AMOREIRA -1.639638e+02 -312.791199 -15.136401 0.0186543
CAJA-BORDAO DE VELHO 1.528800e+01 -133.539399 164.115399 1.0000000
CEDRO-BORDAO DE VELHO -9.937200e+00 -158.764599 138.890199 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO 5.121480e+01 -97.612599 200.042199 0.9938310
FARINHA SECA-BORDAO DE VELHO -8.408400e+00 -157.235799 140.418999 1.0000000
GENIPAPO-BORDAO DE VELHO 1.528800e+01 -133.539399 164.115399 1.0000000
GUARAPEIRA-BORDAO DE VELHO -9.841650e+00 -167.696945 148.013645 1.0000000
IPE-BORDAO DE VELHO 2.446080e+01 -124.366599 173.288199 0.9999980
MATA-BORDAO DE VELHO -1.077804e+02 -256.607799 41.046999 0.3990861
MOLUNGU-BORDAO DE VELHO 2.455635e+01 -133.298945 182.411645 0.9999990
MONJOLEIRO-BORDAO DE VELHO 3.936660e+01 -109.460799 188.193999 0.9995504
PASTAGEM-BORDAO DE VELHO -9.478560e+01 -243.612999 54.041799 0.6051308
CEDRO-CAJA -2.522520e+01 -174.052599 123.602199 0.9999971
CORACAO DE NEGRO-CAJA 3.592680e+01 -112.900599 184.754199 0.9998324
FARINHA SECA-CAJA -2.369640e+01 -172.523799 125.130999 0.9999987
GENIPAPO-CAJA 8.526513e-14 -148.827399 148.827399 1.0000000
GUARAPEIRA-CAJA -2.512965e+01 -182.984945 132.725645 0.9999987
IPE-CAJA 9.172800e+00 -139.654599 158.000199 1.0000000
MATA-CAJA -1.230684e+02 -271.895799 25.758999 0.2079097
MOLUNGU-CAJA 9.268350e+00 -148.586945 167.123645 1.0000000
MONJOLEIRO-CAJA 2.407860e+01 -124.748799 172.905999 0.9999984
PASTAGEM-CAJA -1.100736e+02 -258.900999 38.753799 0.3657883
CORACAO DE NEGRO-CEDRO 6.115200e+01 -87.675399 209.979399 0.9716115
FARINHA SECA-CEDRO 1.528800e+00 -147.298599 150.356199 1.0000000
GENIPAPO-CEDRO 2.522520e+01 -123.602199 174.052599 0.9999971
GUARAPEIRA-CEDRO 9.555000e-02 -157.759745 157.950845 1.0000000
IPE-CEDRO 3.439800e+01 -114.429399 183.225399 0.9998963
MATA-CEDRO -9.784320e+01 -246.670599 50.984199 0.5553794
MOLUNGU-CEDRO 3.449355e+01 -123.361745 192.348845 0.9999448
MONJOLEIRO-CEDRO 4.930380e+01 -99.523599 198.131199 0.9956740
PASTAGEM-CEDRO -8.484840e+01 -233.675799 63.978999 0.7586837
FARINHA SECA-CORACAO DE NEGRO -5.962320e+01 -208.450599 89.204199 0.9768487
GENIPAPO-CORACAO DE NEGRO -3.592680e+01 -184.754199 112.900599 0.9998324
GUARAPEIRA-CORACAO DE NEGRO -6.105645e+01 -218.911745 96.798845 0.9826960
IPE-CORACAO DE NEGRO -2.675400e+01 -175.581399 122.073399 0.9999942
MATA-CORACAO DE NEGRO -1.589952e+02 -307.822599 -10.167801 0.0260459
MOLUNGU-CORACAO DE NEGRO -2.665845e+01 -184.513745 131.196845 0.9999973
MONJOLEIRO-CORACAO DE NEGRO -1.184820e+01 -160.675599 136.979199 1.0000000
PASTAGEM-CORACAO DE NEGRO -1.460004e+02 -294.827799 2.826999 0.0594596
GENIPAPO-FARINHA SECA 2.369640e+01 -125.130999 172.523799 0.9999987
GUARAPEIRA-FARINHA SECA -1.433250e+00 -159.288545 156.422045 1.0000000
IPE-FARINHA SECA 3.286920e+01 -115.958199 181.696599 0.9999377
MATA-FARINHA SECA -9.937200e+01 -248.199399 49.455399 0.5305483
MOLUNGU-FARINHA SECA 3.296475e+01 -124.890545 190.820045 0.9999670
MONJOLEIRO-FARINHA SECA 4.777500e+01 -101.052399 196.602399 0.9967971
PASTAGEM-FARINHA SECA -8.637720e+01 -235.204599 62.450199 0.7365741
GUARAPEIRA-GENIPAPO -2.512965e+01 -182.984945 132.725645 0.9999987
IPE-GENIPAPO 9.172800e+00 -139.654599 158.000199 1.0000000
MATA-GENIPAPO -1.230684e+02 -271.895799 25.758999 0.2079097
MOLUNGU-GENIPAPO 9.268350e+00 -148.586945 167.123645 1.0000000
MONJOLEIRO-GENIPAPO 2.407860e+01 -124.748799 172.905999 0.9999984
PASTAGEM-GENIPAPO -1.100736e+02 -258.900999 38.753799 0.3657883
IPE-GUARAPEIRA 3.430245e+01 -123.552845 192.157745 0.9999481
MATA-GUARAPEIRA -9.793875e+01 -255.794045 59.916545 0.6446024
MOLUNGU-GUARAPEIRA 3.439800e+01 -131.996091 200.792091 0.9999706
MONJOLEIRO-GUARAPEIRA 4.920825e+01 -108.647045 207.063545 0.9975915
PASTAGEM-GUARAPEIRA -8.494395e+01 -242.799245 72.911345 0.8221412
MATA-IPE -1.322412e+02 -281.068599 16.586199 0.1305551
MOLUNGU-IPE 9.555000e-02 -157.759745 157.950845 1.0000000
MONJOLEIRO-IPE 1.490580e+01 -133.921599 163.733199 1.0000000
PASTAGEM-IPE -1.192464e+02 -268.073799 29.580999 0.2484727
MOLUNGU-MATA 1.323367e+02 -25.518545 290.192045 0.1914801
MONJOLEIRO-MATA 1.471470e+02 -1.680399 295.974399 0.0554491
PASTAGEM-MATA 1.299480e+01 -135.832599 161.822199 1.0000000
MONJOLEIRO-MOLUNGU 1.481025e+01 -143.045045 172.665545 1.0000000
PASTAGEM-MOLUNGU -1.193419e+02 -277.197245 38.513345 0.3319343
PASTAGEM-MONJOLEIRO -1.341522e+02 -282.979599 14.675199 0.1177538
Letras do Tukey:
$Especie
AMOREIRA CORACAO DE NEGRO MONJOLEIRO MOLUNGU IPE GENIPAPO
"a" "ab" "abc" "abc" "abc" "abc"
CAJA AMARELINHO BORDAO DE VELHO FARINHA SECA GUARAPEIRA CEDRO
"abc" "abc" "abc" "abc" "abc" "abc"
PASTAGEM MATA
"bc" "c"
########################### Variável: K ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 1.035 0.07964 2.701 0.00545 **
Residuals 53 1.563 0.02949
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 0.4078 0.0859 53 0.2355 0.580
AMOREIRA 0.5468 0.0768 53 0.3928 0.701
BORDAO DE VELHO 0.3696 0.0768 53 0.2156 0.524
CAJA 0.4086 0.0768 53 0.2546 0.563
CEDRO 0.3442 0.0768 53 0.1902 0.498
CORACAO DE NEGRO 0.5010 0.0768 53 0.3470 0.655
FARINHA SECA 0.3478 0.0768 53 0.1938 0.502
GENIPAPO 0.4088 0.0768 53 0.2548 0.563
GUARAPEIRA 0.3445 0.0859 53 0.1723 0.517
IPE 0.4322 0.0768 53 0.2782 0.586
MATA 0.0932 0.0768 53 -0.0608 0.247
MOLUNGU 0.4325 0.0859 53 0.2603 0.605
MONJOLEIRO 0.4704 0.0768 53 0.3164 0.624
PASTAGEM 0.1266 0.0768 53 -0.0274 0.281
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.13905 -0.265692065 0.543792065 0.9939246
BORDAO DE VELHO-AMARELINHO -0.03815 -0.442892065 0.366592065 1.0000000
CAJA-AMARELINHO 0.00085 -0.403892065 0.405592065 1.0000000
CEDRO-AMARELINHO -0.06355 -0.468292065 0.341192065 0.9999989
CORACAO DE NEGRO-AMARELINHO 0.09325 -0.311492065 0.497992065 0.9999000
FARINHA SECA-AMARELINHO -0.05995 -0.464692065 0.344792065 0.9999994
GENIPAPO-AMARELINHO 0.00105 -0.403692065 0.405792065 1.0000000
GUARAPEIRA-AMARELINHO -0.06325 -0.489885596 0.363385596 0.9999994
IPE-AMARELINHO 0.02445 -0.380292065 0.429192065 1.0000000
MATA-AMARELINHO -0.31455 -0.719292065 0.090192065 0.2910501
MOLUNGU-AMARELINHO 0.02475 -0.401885596 0.451385596 1.0000000
MONJOLEIRO-AMARELINHO 0.06265 -0.342092065 0.467392065 0.9999990
PASTAGEM-AMARELINHO -0.28115 -0.685892065 0.123592065 0.4664071
BORDAO DE VELHO-AMOREIRA -0.17720 -0.558794478 0.204394478 0.9293185
CAJA-AMOREIRA -0.13820 -0.519794478 0.243394478 0.9902044
CEDRO-AMOREIRA -0.20260 -0.584194478 0.178994478 0.8350996
CORACAO DE NEGRO-AMOREIRA -0.04580 -0.427394478 0.335794478 1.0000000
FARINHA SECA-AMOREIRA -0.19900 -0.580594478 0.182594478 0.8513343
GENIPAPO-AMOREIRA -0.13800 -0.519594478 0.243594478 0.9903296
GUARAPEIRA-AMOREIRA -0.20230 -0.607042065 0.202442065 0.8850898
IPE-AMOREIRA -0.11460 -0.496194478 0.266994478 0.9983351
MATA-AMOREIRA -0.45360 -0.835194478 -0.072005522 0.0075066
MOLUNGU-AMOREIRA -0.11430 -0.519042065 0.290442065 0.9991086
MONJOLEIRO-AMOREIRA -0.07640 -0.457994478 0.305194478 0.9999797
PASTAGEM-AMOREIRA -0.42020 -0.801794478 -0.038605522 0.0187558
CAJA-BORDAO DE VELHO 0.03900 -0.342594478 0.420594478 1.0000000
CEDRO-BORDAO DE VELHO -0.02540 -0.406994478 0.356194478 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO 0.13140 -0.250194478 0.512994478 0.9937942
FARINHA SECA-BORDAO DE VELHO -0.02180 -0.403394478 0.359794478 1.0000000
GENIPAPO-BORDAO DE VELHO 0.03920 -0.342394478 0.420794478 1.0000000
GUARAPEIRA-BORDAO DE VELHO -0.02510 -0.429842065 0.379642065 1.0000000
IPE-BORDAO DE VELHO 0.06260 -0.318994478 0.444194478 0.9999981
MATA-BORDAO DE VELHO -0.27640 -0.657994478 0.105194478 0.3987955
MOLUNGU-BORDAO DE VELHO 0.06290 -0.341842065 0.467642065 0.9999990
MONJOLEIRO-BORDAO DE VELHO 0.10080 -0.280794478 0.482394478 0.9995568
PASTAGEM-BORDAO DE VELHO -0.24300 -0.624594478 0.138594478 0.6053266
CEDRO-CAJA -0.06440 -0.445994478 0.317194478 0.9999973
CORACAO DE NEGRO-CAJA 0.09240 -0.289194478 0.473994478 0.9998267
FARINHA SECA-CAJA -0.06080 -0.442394478 0.320794478 0.9999986
GENIPAPO-CAJA 0.00020 -0.381394478 0.381794478 1.0000000
GUARAPEIRA-CAJA -0.06410 -0.468842065 0.340642065 0.9999987
IPE-CAJA 0.02360 -0.357994478 0.405194478 1.0000000
MATA-CAJA -0.31540 -0.696994478 0.066194478 0.2084858
MOLUNGU-CAJA 0.02390 -0.380842065 0.428642065 1.0000000
MONJOLEIRO-CAJA 0.06180 -0.319794478 0.443394478 0.9999983
PASTAGEM-CAJA -0.28200 -0.663594478 0.099594478 0.3670612
CORACAO DE NEGRO-CEDRO 0.15680 -0.224794478 0.538394478 0.9716030
FARINHA SECA-CEDRO 0.00360 -0.377994478 0.385194478 1.0000000
GENIPAPO-CEDRO 0.06460 -0.316994478 0.446194478 0.9999972
GUARAPEIRA-CEDRO 0.00030 -0.404442065 0.405042065 1.0000000
IPE-CEDRO 0.08800 -0.293594478 0.469594478 0.9998989
MATA-CEDRO -0.25100 -0.632594478 0.130594478 0.5545584
MOLUNGU-CEDRO 0.08830 -0.316442065 0.493042065 0.9999458
MONJOLEIRO-CEDRO 0.12620 -0.255394478 0.507794478 0.9957432
PASTAGEM-CEDRO -0.21760 -0.599194478 0.163994478 0.7584169
FARINHA SECA-CORACAO DE NEGRO -0.15320 -0.534794478 0.228394478 0.9764439
GENIPAPO-CORACAO DE NEGRO -0.09220 -0.473794478 0.289394478 0.9998307
GUARAPEIRA-CORACAO DE NEGRO -0.15650 -0.561242065 0.248242065 0.9827416
IPE-CORACAO DE NEGRO -0.06880 -0.450394478 0.312794478 0.9999940
MATA-CORACAO DE NEGRO -0.40780 -0.789394478 -0.026205522 0.0259551
MOLUNGU-CORACAO DE NEGRO -0.06850 -0.473242065 0.336242065 0.9999972
MONJOLEIRO-CORACAO DE NEGRO -0.03060 -0.412194478 0.350994478 1.0000000
PASTAGEM-CORACAO DE NEGRO -0.37440 -0.755994478 0.007194478 0.0593838
GENIPAPO-FARINHA SECA 0.06100 -0.320594478 0.442594478 0.9999986
GUARAPEIRA-FARINHA SECA -0.00330 -0.408042065 0.401442065 1.0000000
IPE-FARINHA SECA 0.08440 -0.297194478 0.465994478 0.9999367
MATA-FARINHA SECA -0.25460 -0.636194478 0.126994478 0.5317521
MOLUNGU-FARINHA SECA 0.08470 -0.320042065 0.489442065 0.9999662
MONJOLEIRO-FARINHA SECA 0.12260 -0.258994478 0.504194478 0.9967707
PASTAGEM-FARINHA SECA -0.22120 -0.602794478 0.160394478 0.7381304
GUARAPEIRA-GENIPAPO -0.06430 -0.469042065 0.340442065 0.9999987
IPE-GENIPAPO 0.02340 -0.358194478 0.404994478 1.0000000
MATA-GENIPAPO -0.31560 -0.697194478 0.065994478 0.2077087
MOLUNGU-GENIPAPO 0.02370 -0.381042065 0.428442065 1.0000000
MONJOLEIRO-GENIPAPO 0.06160 -0.319994478 0.443194478 0.9999984
PASTAGEM-GENIPAPO -0.28220 -0.663794478 0.099394478 0.3659516
IPE-GUARAPEIRA 0.08770 -0.317042065 0.492442065 0.9999498
MATA-GUARAPEIRA -0.25130 -0.656042065 0.153442065 0.6435179
MOLUNGU-GUARAPEIRA 0.08800 -0.338635596 0.514635596 0.9999714
MONJOLEIRO-GUARAPEIRA 0.12590 -0.278842065 0.530642065 0.9976416
PASTAGEM-GUARAPEIRA -0.21790 -0.622642065 0.186842065 0.8216723
MATA-IPE -0.33900 -0.720594478 0.042594478 0.1307385
MOLUNGU-IPE 0.00030 -0.404442065 0.405042065 1.0000000
MONJOLEIRO-IPE 0.03820 -0.343394478 0.419794478 1.0000000
PASTAGEM-IPE -0.30560 -0.687194478 0.075994478 0.2491264
MOLUNGU-MATA 0.33930 -0.065442065 0.744042065 0.1915226
MONJOLEIRO-MATA 0.37720 -0.004394478 0.758794478 0.0555629
PASTAGEM-MATA 0.03340 -0.348194478 0.414994478 1.0000000
MONJOLEIRO-MOLUNGU 0.03790 -0.366842065 0.442642065 1.0000000
PASTAGEM-MOLUNGU -0.30590 -0.710642065 0.098842065 0.3323988
PASTAGEM-MONJOLEIRO -0.34380 -0.725394478 0.037794478 0.1181731
Letras do Tukey:
$Especie
AMOREIRA CORACAO DE NEGRO MONJOLEIRO MOLUNGU IPE GENIPAPO
"a" "ab" "abc" "abc" "abc" "abc"
CAJA AMARELINHO BORDAO DE VELHO FARINHA SECA GUARAPEIRA CEDRO
"abc" "abc" "abc" "abc" "abc" "abc"
PASTAGEM MATA
"bc" "c"
########################### Variável: Ca ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 21.03 1.618 1.437 0.174
Residuals 53 59.68 1.126
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 2.08 0.531 53 1.01 3.14
AMOREIRA 2.92 0.475 53 1.97 3.87
BORDAO DE VELHO 2.58 0.475 53 1.63 3.53
CAJA 3.50 0.475 53 2.55 4.45
CEDRO 3.20 0.475 53 2.25 4.15
CORACAO DE NEGRO 3.02 0.475 53 2.07 3.97
FARINHA SECA 3.64 0.475 53 2.69 4.59
GENIPAPO 3.26 0.475 53 2.31 4.21
GUARAPEIRA 2.90 0.531 53 1.84 3.96
IPE 2.60 0.475 53 1.65 3.55
MATA 3.70 0.475 53 2.75 4.65
MOLUNGU 2.73 0.531 53 1.66 3.79
MONJOLEIRO 4.42 0.475 53 3.47 5.37
PASTAGEM 2.82 0.475 53 1.87 3.77
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.845 -1.6560627 3.3460627 0.9947974
BORDAO DE VELHO-AMARELINHO 0.505 -1.9960627 3.0060627 0.9999776
CAJA-AMARELINHO 1.425 -1.0760627 3.9260627 0.7594341
CEDRO-AMARELINHO 1.125 -1.3760627 3.6260627 0.9435795
CORACAO DE NEGRO-AMARELINHO 0.945 -1.5560627 3.4460627 0.9858180
FARINHA SECA-AMARELINHO 1.565 -0.9360627 4.0660627 0.6319487
GENIPAPO-AMARELINHO 1.185 -1.3160627 3.6860627 0.9188874
GUARAPEIRA-AMARELINHO 0.825 -1.8113516 3.4613516 0.9974990
IPE-AMARELINHO 0.525 -1.9760627 3.0260627 0.9999650
MATA-AMARELINHO 1.625 -0.8760627 4.1260627 0.5740476
MOLUNGU-AMARELINHO 0.650 -1.9863516 3.2863516 0.9997889
MONJOLEIRO-AMARELINHO 2.345 -0.1560627 4.8460627 0.0870776
PASTAGEM-AMARELINHO 0.745 -1.7560627 3.2460627 0.9984661
BORDAO DE VELHO-AMOREIRA -0.340 -2.6980245 2.0180245 0.9999996
CAJA-AMOREIRA 0.580 -1.7780245 2.9380245 0.9997943
CEDRO-AMOREIRA 0.280 -2.0780245 2.6380245 1.0000000
CORACAO DE NEGRO-AMOREIRA 0.100 -2.2580245 2.4580245 1.0000000
FARINHA SECA-AMOREIRA 0.720 -1.6380245 3.0780245 0.9980362
GENIPAPO-AMOREIRA 0.340 -2.0180245 2.6980245 0.9999996
GUARAPEIRA-AMOREIRA -0.020 -2.5210627 2.4810627 1.0000000
IPE-AMOREIRA -0.320 -2.6780245 2.0380245 0.9999998
MATA-AMOREIRA 0.780 -1.5780245 3.1380245 0.9957349
MOLUNGU-AMOREIRA -0.195 -2.6960627 2.3060627 1.0000000
MONJOLEIRO-AMOREIRA 1.500 -0.8580245 3.8580245 0.6069585
PASTAGEM-AMOREIRA -0.100 -2.4580245 2.2580245 1.0000000
CAJA-BORDAO DE VELHO 0.920 -1.4380245 3.2780245 0.9813907
CEDRO-BORDAO DE VELHO 0.620 -1.7380245 2.9780245 0.9995781
CORACAO DE NEGRO-BORDAO DE VELHO 0.440 -1.9180245 2.7980245 0.9999911
FARINHA SECA-BORDAO DE VELHO 1.060 -1.2980245 3.4180245 0.9438324
GENIPAPO-BORDAO DE VELHO 0.680 -1.6780245 3.0380245 0.9988951
GUARAPEIRA-BORDAO DE VELHO 0.320 -2.1810627 2.8210627 0.9999999
IPE-BORDAO DE VELHO 0.020 -2.3380245 2.3780245 1.0000000
MATA-BORDAO DE VELHO 1.120 -1.2380245 3.4780245 0.9175205
MOLUNGU-BORDAO DE VELHO 0.145 -2.3560627 2.6460627 1.0000000
MONJOLEIRO-BORDAO DE VELHO 1.840 -0.5180245 4.1980245 0.2852291
PASTAGEM-BORDAO DE VELHO 0.240 -2.1180245 2.5980245 1.0000000
CEDRO-CAJA -0.300 -2.6580245 2.0580245 0.9999999
CORACAO DE NEGRO-CAJA -0.480 -2.8380245 1.8780245 0.9999754
FARINHA SECA-CAJA 0.140 -2.2180245 2.4980245 1.0000000
GENIPAPO-CAJA -0.240 -2.5980245 2.1180245 1.0000000
GUARAPEIRA-CAJA -0.600 -3.1010627 1.9010627 0.9998435
IPE-CAJA -0.900 -3.2580245 1.4580245 0.9845389
MATA-CAJA 0.200 -2.1580245 2.5580245 1.0000000
MOLUNGU-CAJA -0.775 -3.2760627 1.7260627 0.9977290
MONJOLEIRO-CAJA 0.920 -1.4380245 3.2780245 0.9813907
PASTAGEM-CAJA -0.680 -3.0380245 1.6780245 0.9988951
CORACAO DE NEGRO-CEDRO -0.180 -2.5380245 2.1780245 1.0000000
FARINHA SECA-CEDRO 0.440 -1.9180245 2.7980245 0.9999911
GENIPAPO-CEDRO 0.060 -2.2980245 2.4180245 1.0000000
GUARAPEIRA-CEDRO -0.300 -2.8010627 2.2010627 1.0000000
IPE-CEDRO -0.600 -2.9580245 1.7580245 0.9997030
MATA-CEDRO 0.500 -1.8580245 2.8580245 0.9999608
MOLUNGU-CEDRO -0.475 -2.9760627 2.0260627 0.9999890
MONJOLEIRO-CEDRO 1.220 -1.1380245 3.5780245 0.8581261
PASTAGEM-CEDRO -0.380 -2.7380245 1.9780245 0.9999984
FARINHA SECA-CORACAO DE NEGRO 0.620 -1.7380245 2.9780245 0.9995781
GENIPAPO-CORACAO DE NEGRO 0.240 -2.1180245 2.5980245 1.0000000
GUARAPEIRA-CORACAO DE NEGRO -0.120 -2.6210627 2.3810627 1.0000000
IPE-CORACAO DE NEGRO -0.420 -2.7780245 1.9380245 0.9999948
MATA-CORACAO DE NEGRO 0.680 -1.6780245 3.0380245 0.9988951
MOLUNGU-CORACAO DE NEGRO -0.295 -2.7960627 2.2060627 1.0000000
MONJOLEIRO-CORACAO DE NEGRO 1.400 -0.9580245 3.7580245 0.7068502
PASTAGEM-CORACAO DE NEGRO -0.200 -2.5580245 2.1580245 1.0000000
GENIPAPO-FARINHA SECA -0.380 -2.7380245 1.9780245 0.9999984
GUARAPEIRA-FARINHA SECA -0.740 -3.2410627 1.7610627 0.9985666
IPE-FARINHA SECA -1.040 -3.3980245 1.3180245 0.9511232
MATA-FARINHA SECA 0.060 -2.2980245 2.4180245 1.0000000
MOLUNGU-FARINHA SECA -0.915 -3.4160627 1.5860627 0.9892881
MONJOLEIRO-FARINHA SECA 0.780 -1.5780245 3.1380245 0.9957349
PASTAGEM-FARINHA SECA -0.820 -3.1780245 1.5380245 0.9932078
GUARAPEIRA-GENIPAPO -0.360 -2.8610627 2.1410627 0.9999996
IPE-GENIPAPO -0.660 -3.0180245 1.6980245 0.9991871
MATA-GENIPAPO 0.440 -1.9180245 2.7980245 0.9999911
MOLUNGU-GENIPAPO -0.535 -3.0360627 1.9660627 0.9999566
MONJOLEIRO-GENIPAPO 1.160 -1.1980245 3.5180245 0.8961148
PASTAGEM-GENIPAPO -0.440 -2.7980245 1.9180245 0.9999911
IPE-GUARAPEIRA -0.300 -2.8010627 2.2010627 1.0000000
MATA-GUARAPEIRA 0.800 -1.7010627 3.3010627 0.9969056
MOLUNGU-GUARAPEIRA -0.175 -2.8113516 2.4613516 1.0000000
MONJOLEIRO-GUARAPEIRA 1.520 -0.9810627 4.0210627 0.6745448
PASTAGEM-GUARAPEIRA -0.080 -2.5810627 2.4210627 1.0000000
MATA-IPE 1.100 -1.2580245 3.4580245 0.9270514
MOLUNGU-IPE 0.125 -2.3760627 2.6260627 1.0000000
MONJOLEIRO-IPE 1.820 -0.5380245 4.1780245 0.3010555
PASTAGEM-IPE 0.220 -2.1380245 2.5780245 1.0000000
MOLUNGU-MATA -0.975 -3.4760627 1.5260627 0.9815190
MONJOLEIRO-MATA 0.720 -1.6380245 3.0780245 0.9980362
PASTAGEM-MATA -0.880 -3.2380245 1.4780245 0.9872539
MONJOLEIRO-MOLUNGU 1.695 -0.8060627 4.1960627 0.5064972
PASTAGEM-MOLUNGU 0.095 -2.4060627 2.5960627 1.0000000
PASTAGEM-MONJOLEIRO -1.600 -3.9580245 0.7580245 0.5045315
Letras do Tukey:
$Especie
$Especie$Letters
MONJOLEIRO MATA FARINHA SECA CAJA GENIPAPO CEDRO
"a" "a" "a" "a" "a" "a"
CORACAO DE NEGRO AMOREIRA GUARAPEIRA PASTAGEM MOLUNGU IPE
"a" "a" "a" "a" "a" "a"
BORDAO DE VELHO AMARELINHO
"a" "a"
$Especie$LetterMatrix
a
MONJOLEIRO TRUE
MATA TRUE
FARINHA SECA TRUE
CAJA TRUE
GENIPAPO TRUE
CEDRO TRUE
CORACAO DE NEGRO TRUE
AMOREIRA TRUE
GUARAPEIRA TRUE
PASTAGEM TRUE
MOLUNGU TRUE
IPE TRUE
BORDAO DE VELHO TRUE
AMARELINHO TRUE
########################### Variável: Mg ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 7.741 0.5954 3.085 0.00186 **
Residuals 53 10.228 0.1930
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 1.10 0.220 53 0.659 1.541
AMOREIRA 1.08 0.196 53 0.686 1.474
BORDAO DE VELHO 1.04 0.196 53 0.646 1.434
CAJA 1.10 0.196 53 0.706 1.494
CEDRO 1.38 0.196 53 0.986 1.774
CORACAO DE NEGRO 0.96 0.196 53 0.566 1.354
FARINHA SECA 1.14 0.196 53 0.746 1.534
GENIPAPO 1.28 0.196 53 0.886 1.674
GUARAPEIRA 1.65 0.220 53 1.209 2.091
IPE 1.14 0.196 53 0.746 1.534
MATA 2.06 0.196 53 1.666 2.454
MOLUNGU 1.45 0.220 53 1.009 1.891
MONJOLEIRO 1.04 0.196 53 0.646 1.434
PASTAGEM 0.56 0.196 53 0.166 0.954
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO -2.000000e-02 -1.05540241 1.01540241 1.0000000
BORDAO DE VELHO-AMARELINHO -6.000000e-02 -1.09540241 0.97540241 1.0000000
CAJA-AMARELINHO -1.998401e-15 -1.03540241 1.03540241 1.0000000
CEDRO-AMARELINHO 2.800000e-01 -0.75540241 1.31540241 0.9994322
CORACAO DE NEGRO-AMARELINHO -1.400000e-01 -1.17540241 0.89540241 0.9999998
FARINHA SECA-AMARELINHO 4.000000e-02 -0.99540241 1.07540241 1.0000000
GENIPAPO-AMARELINHO 1.800000e-01 -0.85540241 1.21540241 0.9999961
GUARAPEIRA-AMARELINHO 5.500000e-01 -0.54140997 1.64140997 0.8790747
IPE-AMARELINHO 4.000000e-02 -0.99540241 1.07540241 1.0000000
MATA-AMARELINHO 9.600000e-01 -0.07540241 1.99540241 0.0951346
MOLUNGU-AMARELINHO 3.500000e-01 -0.74140997 1.44140997 0.9968281
MONJOLEIRO-AMARELINHO -6.000000e-02 -1.09540241 0.97540241 1.0000000
PASTAGEM-AMARELINHO -5.400000e-01 -1.57540241 0.49540241 0.8512668
BORDAO DE VELHO-AMOREIRA -4.000000e-02 -1.01618675 0.93618675 1.0000000
CAJA-AMOREIRA 2.000000e-02 -0.95618675 0.99618675 1.0000000
CEDRO-AMOREIRA 3.000000e-01 -0.67618675 1.27618675 0.9979067
CORACAO DE NEGRO-AMOREIRA -1.200000e-01 -1.09618675 0.85618675 0.9999999
FARINHA SECA-AMOREIRA 6.000000e-02 -0.91618675 1.03618675 1.0000000
GENIPAPO-AMOREIRA 2.000000e-01 -0.77618675 1.17618675 0.9999735
GUARAPEIRA-AMOREIRA 5.700000e-01 -0.46540241 1.60540241 0.7986164
IPE-AMOREIRA 6.000000e-02 -0.91618675 1.03618675 1.0000000
MATA-AMOREIRA 9.800000e-01 0.00381325 1.95618675 0.0482278
MOLUNGU-AMOREIRA 3.700000e-01 -0.66540241 1.40540241 0.9913074
MONJOLEIRO-AMOREIRA -4.000000e-02 -1.01618675 0.93618675 1.0000000
PASTAGEM-AMOREIRA -5.200000e-01 -1.49618675 0.45618675 0.8319806
CAJA-BORDAO DE VELHO 6.000000e-02 -0.91618675 1.03618675 1.0000000
CEDRO-BORDAO DE VELHO 3.400000e-01 -0.63618675 1.31618675 0.9931098
CORACAO DE NEGRO-BORDAO DE VELHO -8.000000e-02 -1.05618675 0.89618675 1.0000000
FARINHA SECA-BORDAO DE VELHO 1.000000e-01 -0.87618675 1.07618675 1.0000000
GENIPAPO-BORDAO DE VELHO 2.400000e-01 -0.73618675 1.21618675 0.9997953
GUARAPEIRA-BORDAO DE VELHO 6.100000e-01 -0.42540241 1.64540241 0.7171685
IPE-BORDAO DE VELHO 1.000000e-01 -0.87618675 1.07618675 1.0000000
MATA-BORDAO DE VELHO 1.020000e+00 0.04381325 1.99618675 0.0327356
MOLUNGU-BORDAO DE VELHO 4.100000e-01 -0.62540241 1.44540241 0.9789565
MONJOLEIRO-BORDAO DE VELHO 2.220446e-16 -0.97618675 0.97618675 1.0000000
PASTAGEM-BORDAO DE VELHO -4.800000e-01 -1.45618675 0.49618675 0.8964234
CEDRO-CAJA 2.800000e-01 -0.69618675 1.25618675 0.9989542
CORACAO DE NEGRO-CAJA -1.400000e-01 -1.11618675 0.83618675 0.9999996
FARINHA SECA-CAJA 4.000000e-02 -0.93618675 1.01618675 1.0000000
GENIPAPO-CAJA 1.800000e-01 -0.79618675 1.15618675 0.9999922
GUARAPEIRA-CAJA 5.500000e-01 -0.48540241 1.58540241 0.8346318
IPE-CAJA 4.000000e-02 -0.93618675 1.01618675 1.0000000
MATA-CAJA 9.600000e-01 -0.01618675 1.93618675 0.0581768
MOLUNGU-CAJA 3.500000e-01 -0.68540241 1.38540241 0.9947720
MONJOLEIRO-CAJA -6.000000e-02 -1.03618675 0.91618675 1.0000000
PASTAGEM-CAJA -5.400000e-01 -1.51618675 0.43618675 0.7933823
CORACAO DE NEGRO-CEDRO -4.200000e-01 -1.39618675 0.55618675 0.9594011
FARINHA SECA-CEDRO -2.400000e-01 -1.21618675 0.73618675 0.9997953
GENIPAPO-CEDRO -1.000000e-01 -1.07618675 0.87618675 1.0000000
GUARAPEIRA-CEDRO 2.700000e-01 -0.76540241 1.30540241 0.9996137
IPE-CEDRO -2.400000e-01 -1.21618675 0.73618675 0.9997953
MATA-CEDRO 6.800000e-01 -0.29618675 1.65618675 0.4618535
MOLUNGU-CEDRO 7.000000e-02 -0.96540241 1.10540241 1.0000000
MONJOLEIRO-CEDRO -3.400000e-01 -1.31618675 0.63618675 0.9931098
PASTAGEM-CEDRO -8.200000e-01 -1.79618675 0.15618675 0.1891726
FARINHA SECA-CORACAO DE NEGRO 1.800000e-01 -0.79618675 1.15618675 0.9999922
GENIPAPO-CORACAO DE NEGRO 3.200000e-01 -0.65618675 1.29618675 0.9960857
GUARAPEIRA-CORACAO DE NEGRO 6.900000e-01 -0.34540241 1.72540241 0.5336648
IPE-CORACAO DE NEGRO 1.800000e-01 -0.79618675 1.15618675 0.9999922
MATA-CORACAO DE NEGRO 1.100000e+00 0.12381325 2.07618675 0.0144238
MOLUNGU-CORACAO DE NEGRO 4.900000e-01 -0.54540241 1.52540241 0.9195250
MONJOLEIRO-CORACAO DE NEGRO 8.000000e-02 -0.89618675 1.05618675 1.0000000
PASTAGEM-CORACAO DE NEGRO -4.000000e-01 -1.37618675 0.57618675 0.9722299
GENIPAPO-FARINHA SECA 1.400000e-01 -0.83618675 1.11618675 0.9999996
GUARAPEIRA-FARINHA SECA 5.100000e-01 -0.52540241 1.54540241 0.8952661
IPE-FARINHA SECA 0.000000e+00 -0.97618675 0.97618675 1.0000000
MATA-FARINHA SECA 9.200000e-01 -0.05618675 1.89618675 0.0835364
MOLUNGU-FARINHA SECA 3.100000e-01 -0.72540241 1.34540241 0.9983854
MONJOLEIRO-FARINHA SECA -1.000000e-01 -1.07618675 0.87618675 1.0000000
PASTAGEM-FARINHA SECA -5.800000e-01 -1.55618675 0.39618675 0.7058714
GUARAPEIRA-GENIPAPO 3.700000e-01 -0.66540241 1.40540241 0.9913074
IPE-GENIPAPO -1.400000e-01 -1.11618675 0.83618675 0.9999996
MATA-GENIPAPO 7.800000e-01 -0.19618675 1.75618675 0.2522021
MOLUNGU-GENIPAPO 1.700000e-01 -0.86540241 1.20540241 0.9999980
MONJOLEIRO-GENIPAPO -2.400000e-01 -1.21618675 0.73618675 0.9997953
PASTAGEM-GENIPAPO -7.200000e-01 -1.69618675 0.25618675 0.3701199
IPE-GUARAPEIRA -5.100000e-01 -1.54540241 0.52540241 0.8952661
MATA-GUARAPEIRA 4.100000e-01 -0.62540241 1.44540241 0.9789565
MOLUNGU-GUARAPEIRA -2.000000e-01 -1.29140997 0.89140997 0.9999928
MONJOLEIRO-GUARAPEIRA -6.100000e-01 -1.64540241 0.42540241 0.7171685
PASTAGEM-GUARAPEIRA -1.090000e+00 -2.12540241 -0.05459759 0.0303396
MATA-IPE 9.200000e-01 -0.05618675 1.89618675 0.0835364
MOLUNGU-IPE 3.100000e-01 -0.72540241 1.34540241 0.9983854
MONJOLEIRO-IPE -1.000000e-01 -1.07618675 0.87618675 1.0000000
PASTAGEM-IPE -5.800000e-01 -1.55618675 0.39618675 0.7058714
MOLUNGU-MATA -6.100000e-01 -1.64540241 0.42540241 0.7171685
MONJOLEIRO-MATA -1.020000e+00 -1.99618675 -0.04381325 0.0327356
PASTAGEM-MATA -1.500000e+00 -2.47618675 -0.52381325 0.0001299
MONJOLEIRO-MOLUNGU -4.100000e-01 -1.44540241 0.62540241 0.9789565
PASTAGEM-MOLUNGU -8.900000e-01 -1.92540241 0.14540241 0.1635279
PASTAGEM-MONJOLEIRO -4.800000e-01 -1.45618675 0.49618675 0.8964234
Letras do Tukey:
$Especie
MATA GUARAPEIRA MOLUNGU CEDRO GENIPAPO FARINHA SECA
"a" "ab" "abc" "abc" "abc" "abc"
IPE AMARELINHO CAJA AMOREIRA BORDAO DE VELHO MONJOLEIRO
"abc" "abc" "abc" "bc" "bc" "bc"
CORACAO DE NEGRO PASTAGEM
"bc" "c"
########################### Variável: Al ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 0.01994 0.001534 1.159 0.334
Residuals 53 0.07016 0.001324
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 0.0500 0.0182 53 0.013513 0.0865
AMOREIRA 0.0000 0.0163 53 -0.032635 0.0326
BORDAO DE VELHO 0.0320 0.0163 53 -0.000635 0.0646
CAJA 0.0000 0.0163 53 -0.032635 0.0326
CEDRO 0.0300 0.0163 53 -0.002635 0.0626
CORACAO DE NEGRO 0.0000 0.0163 53 -0.032635 0.0326
FARINHA SECA 0.0000 0.0163 53 -0.032635 0.0326
GENIPAPO 0.0000 0.0163 53 -0.032635 0.0326
GUARAPEIRA 0.0425 0.0182 53 0.006013 0.0790
IPE 0.0000 0.0163 53 -0.032635 0.0326
MATA 0.0000 0.0163 53 -0.032635 0.0326
MOLUNGU 0.0000 0.0182 53 -0.036487 0.0365
MONJOLEIRO 0.0000 0.0163 53 -0.032635 0.0326
PASTAGEM 0.0000 0.0163 53 -0.032635 0.0326
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO -5.000000e-02 -0.13575178 0.03575178 0.7306579
BORDAO DE VELHO-AMARELINHO -1.800000e-02 -0.10375178 0.06775178 0.9999650
CAJA-AMARELINHO -5.000000e-02 -0.13575178 0.03575178 0.7306579
CEDRO-AMARELINHO -2.000000e-02 -0.10575178 0.06575178 0.9998854
CORACAO DE NEGRO-AMARELINHO -5.000000e-02 -0.13575178 0.03575178 0.7306579
FARINHA SECA-AMARELINHO -5.000000e-02 -0.13575178 0.03575178 0.7306579
GENIPAPO-AMARELINHO -5.000000e-02 -0.13575178 0.03575178 0.7306579
GUARAPEIRA-AMARELINHO -7.500000e-03 -0.09789031 0.08289031 1.0000000
IPE-AMARELINHO -5.000000e-02 -0.13575178 0.03575178 0.7306579
MATA-AMARELINHO -5.000000e-02 -0.13575178 0.03575178 0.7306579
MOLUNGU-AMARELINHO -5.000000e-02 -0.14039031 0.04039031 0.7934143
MONJOLEIRO-AMARELINHO -5.000000e-02 -0.13575178 0.03575178 0.7306579
PASTAGEM-AMARELINHO -5.000000e-02 -0.13575178 0.03575178 0.7306579
BORDAO DE VELHO-AMOREIRA 3.200000e-02 -0.04884755 0.11284755 0.9790329
CAJA-AMOREIRA -4.996004e-17 -0.08084755 0.08084755 1.0000000
CEDRO-AMOREIRA 3.000000e-02 -0.05084755 0.11084755 0.9878711
CORACAO DE NEGRO-AMOREIRA -4.857226e-18 -0.08084755 0.08084755 1.0000000
FARINHA SECA-AMOREIRA -1.353084e-17 -0.08084755 0.08084755 1.0000000
GENIPAPO-AMOREIRA -2.567391e-17 -0.08084755 0.08084755 1.0000000
GUARAPEIRA-AMOREIRA 4.250000e-02 -0.04325178 0.12825178 0.8910564
IPE-AMOREIRA -2.220446e-17 -0.08084755 0.08084755 1.0000000
MATA-AMOREIRA -1.873501e-17 -0.08084755 0.08084755 1.0000000
MOLUNGU-AMOREIRA 2.081668e-18 -0.08575178 0.08575178 1.0000000
MONJOLEIRO-AMOREIRA -8.118506e-17 -0.08084755 0.08084755 1.0000000
PASTAGEM-AMOREIRA 2.810252e-17 -0.08084755 0.08084755 1.0000000
CAJA-BORDAO DE VELHO -3.200000e-02 -0.11284755 0.04884755 0.9790329
CEDRO-BORDAO DE VELHO -2.000000e-03 -0.08284755 0.07884755 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO -3.200000e-02 -0.11284755 0.04884755 0.9790329
FARINHA SECA-BORDAO DE VELHO -3.200000e-02 -0.11284755 0.04884755 0.9790329
GENIPAPO-BORDAO DE VELHO -3.200000e-02 -0.11284755 0.04884755 0.9790329
GUARAPEIRA-BORDAO DE VELHO 1.050000e-02 -0.07525178 0.09625178 0.9999999
IPE-BORDAO DE VELHO -3.200000e-02 -0.11284755 0.04884755 0.9790329
MATA-BORDAO DE VELHO -3.200000e-02 -0.11284755 0.04884755 0.9790329
MOLUNGU-BORDAO DE VELHO -3.200000e-02 -0.11775178 0.05375178 0.9872609
MONJOLEIRO-BORDAO DE VELHO -3.200000e-02 -0.11284755 0.04884755 0.9790329
PASTAGEM-BORDAO DE VELHO -3.200000e-02 -0.11284755 0.04884755 0.9790329
CEDRO-CAJA 3.000000e-02 -0.05084755 0.11084755 0.9878711
CORACAO DE NEGRO-CAJA 4.510281e-17 -0.08084755 0.08084755 1.0000000
FARINHA SECA-CAJA 3.642919e-17 -0.08084755 0.08084755 1.0000000
GENIPAPO-CAJA 2.428613e-17 -0.08084755 0.08084755 1.0000000
GUARAPEIRA-CAJA 4.250000e-02 -0.04325178 0.12825178 0.8910564
IPE-CAJA 2.775558e-17 -0.08084755 0.08084755 1.0000000
MATA-CAJA 3.122502e-17 -0.08084755 0.08084755 1.0000000
MOLUNGU-CAJA 5.204170e-17 -0.08575178 0.08575178 1.0000000
MONJOLEIRO-CAJA -3.122502e-17 -0.08084755 0.08084755 1.0000000
PASTAGEM-CAJA 7.806256e-17 -0.08084755 0.08084755 1.0000000
CORACAO DE NEGRO-CEDRO -3.000000e-02 -0.11084755 0.05084755 0.9878711
FARINHA SECA-CEDRO -3.000000e-02 -0.11084755 0.05084755 0.9878711
GENIPAPO-CEDRO -3.000000e-02 -0.11084755 0.05084755 0.9878711
GUARAPEIRA-CEDRO 1.250000e-02 -0.07325178 0.09825178 0.9999995
IPE-CEDRO -3.000000e-02 -0.11084755 0.05084755 0.9878711
MATA-CEDRO -3.000000e-02 -0.11084755 0.05084755 0.9878711
MOLUNGU-CEDRO -3.000000e-02 -0.11575178 0.05575178 0.9928244
MONJOLEIRO-CEDRO -3.000000e-02 -0.11084755 0.05084755 0.9878711
PASTAGEM-CEDRO -3.000000e-02 -0.11084755 0.05084755 0.9878711
FARINHA SECA-CORACAO DE NEGRO -8.673617e-18 -0.08084755 0.08084755 1.0000000
GENIPAPO-CORACAO DE NEGRO -2.081668e-17 -0.08084755 0.08084755 1.0000000
GUARAPEIRA-CORACAO DE NEGRO 4.250000e-02 -0.04325178 0.12825178 0.8910564
IPE-CORACAO DE NEGRO -1.734723e-17 -0.08084755 0.08084755 1.0000000
MATA-CORACAO DE NEGRO -1.387779e-17 -0.08084755 0.08084755 1.0000000
MOLUNGU-CORACAO DE NEGRO 6.938894e-18 -0.08575178 0.08575178 1.0000000
MONJOLEIRO-CORACAO DE NEGRO -7.632783e-17 -0.08084755 0.08084755 1.0000000
PASTAGEM-CORACAO DE NEGRO 3.295975e-17 -0.08084755 0.08084755 1.0000000
GENIPAPO-FARINHA SECA -1.214306e-17 -0.08084755 0.08084755 1.0000000
GUARAPEIRA-FARINHA SECA 4.250000e-02 -0.04325178 0.12825178 0.8910564
IPE-FARINHA SECA -8.673617e-18 -0.08084755 0.08084755 1.0000000
MATA-FARINHA SECA -5.204170e-18 -0.08084755 0.08084755 1.0000000
MOLUNGU-FARINHA SECA 1.561251e-17 -0.08575178 0.08575178 1.0000000
MONJOLEIRO-FARINHA SECA -6.765422e-17 -0.08084755 0.08084755 1.0000000
PASTAGEM-FARINHA SECA 4.163336e-17 -0.08084755 0.08084755 1.0000000
GUARAPEIRA-GENIPAPO 4.250000e-02 -0.04325178 0.12825178 0.8910564
IPE-GENIPAPO 3.469447e-18 -0.08084755 0.08084755 1.0000000
MATA-GENIPAPO 6.938894e-18 -0.08084755 0.08084755 1.0000000
MOLUNGU-GENIPAPO 2.775558e-17 -0.08575178 0.08575178 1.0000000
MONJOLEIRO-GENIPAPO -5.551115e-17 -0.08084755 0.08084755 1.0000000
PASTAGEM-GENIPAPO 5.377643e-17 -0.08084755 0.08084755 1.0000000
IPE-GUARAPEIRA -4.250000e-02 -0.12825178 0.04325178 0.8910564
MATA-GUARAPEIRA -4.250000e-02 -0.12825178 0.04325178 0.8910564
MOLUNGU-GUARAPEIRA -4.250000e-02 -0.13289031 0.04789031 0.9229989
MONJOLEIRO-GUARAPEIRA -4.250000e-02 -0.12825178 0.04325178 0.8910564
PASTAGEM-GUARAPEIRA -4.250000e-02 -0.12825178 0.04325178 0.8910564
MATA-IPE 3.469447e-18 -0.08084755 0.08084755 1.0000000
MOLUNGU-IPE 2.428613e-17 -0.08575178 0.08575178 1.0000000
MONJOLEIRO-IPE -5.898060e-17 -0.08084755 0.08084755 1.0000000
PASTAGEM-IPE 5.030698e-17 -0.08084755 0.08084755 1.0000000
MOLUNGU-MATA 2.081668e-17 -0.08575178 0.08575178 1.0000000
MONJOLEIRO-MATA -6.245005e-17 -0.08084755 0.08084755 1.0000000
PASTAGEM-MATA 4.683753e-17 -0.08084755 0.08084755 1.0000000
MONJOLEIRO-MOLUNGU -8.326673e-17 -0.08575178 0.08575178 1.0000000
PASTAGEM-MOLUNGU 2.602085e-17 -0.08575178 0.08575178 1.0000000
PASTAGEM-MONJOLEIRO 1.092876e-16 -0.08084755 0.08084755 1.0000000
Letras do Tukey:
$Especie
$Especie$Letters
AMARELINHO GUARAPEIRA BORDAO DE VELHO CEDRO AMOREIRA CAJA
"a" "a" "a" "a" "a" "a"
CORACAO DE NEGRO FARINHA SECA GENIPAPO IPE MATA MOLUNGU
"a" "a" "a" "a" "a" "a"
MONJOLEIRO PASTAGEM
"a" "a"
$Especie$LetterMatrix
a
AMARELINHO TRUE
GUARAPEIRA TRUE
BORDAO DE VELHO TRUE
CEDRO TRUE
AMOREIRA TRUE
CAJA TRUE
CORACAO DE NEGRO TRUE
FARINHA SECA TRUE
GENIPAPO TRUE
IPE TRUE
MATA TRUE
MOLUNGU TRUE
MONJOLEIRO TRUE
PASTAGEM TRUE
########################### Variável: H_Al ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 54.96 4.227 5.672 2.39e-06 ***
Residuals 53 39.50 0.745
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 3.58 0.432 53 2.715 4.45
AMOREIRA 1.48 0.386 53 0.703 2.25
BORDAO DE VELHO 3.37 0.386 53 2.594 4.14
CAJA 1.66 0.386 53 0.888 2.44
CEDRO 2.52 0.386 53 1.748 3.30
CORACAO DE NEGRO 1.79 0.386 53 1.013 2.56
FARINHA SECA 1.53 0.386 53 0.758 2.31
GENIPAPO 1.00 0.386 53 0.231 1.78
GUARAPEIRA 3.95 0.432 53 3.081 4.81
IPE 3.15 0.386 53 2.372 3.92
MATA 1.40 0.386 53 0.624 2.17
MOLUNGU 1.14 0.432 53 0.270 2.00
MONJOLEIRO 1.67 0.386 53 0.896 2.44
PASTAGEM 1.98 0.386 53 1.209 2.76
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO -2.10425 -4.13901865 -0.06948135 0.0362889
BORDAO DE VELHO-AMARELINHO -0.21305 -2.24781865 1.82171865 1.0000000
CAJA-AMARELINHO -1.91925 -3.95401865 0.11551865 0.0829738
CEDRO-AMARELINHO -1.05905 -3.09381865 0.97571865 0.8530333
CORACAO DE NEGRO-AMARELINHO -1.79345 -3.82821865 0.24131865 0.1381543
FARINHA SECA-AMARELINHO -2.04905 -4.08381865 -0.01428135 0.0468557
GENIPAPO-AMARELINHO -2.57625 -4.61101865 -0.54148135 0.0032001
GUARAPEIRA-AMARELINHO 0.36600 -1.77883448 2.51083448 0.9999969
IPE-AMARELINHO -0.43465 -2.46941865 1.60011865 0.9999573
MATA-AMARELINHO -2.18325 -4.21801865 -0.14848135 0.0248761
MOLUNGU-AMARELINHO -2.44500 -4.58983448 -0.30016552 0.0125878
MONJOLEIRO-AMARELINHO -1.91105 -3.94581865 0.12371865 0.0858962
PASTAGEM-AMARELINHO -1.59825 -3.63301865 0.43651865 0.2758674
BORDAO DE VELHO-AMOREIRA 1.89120 -0.02719828 3.80959828 0.0569232
CAJA-AMOREIRA 0.18500 -1.73339828 2.10339828 1.0000000
CEDRO-AMOREIRA 1.04520 -0.87319828 2.96359828 0.8095732
CORACAO DE NEGRO-AMOREIRA 0.31080 -1.60759828 2.22919828 0.9999983
FARINHA SECA-AMOREIRA 0.05520 -1.86319828 1.97359828 1.0000000
GENIPAPO-AMOREIRA -0.47200 -2.39039828 1.44639828 0.9997936
GUARAPEIRA-AMOREIRA 2.47025 0.43548135 4.50501865 0.0057026
IPE-AMOREIRA 1.66960 -0.24879828 3.58799828 0.1506294
MATA-AMOREIRA -0.07900 -1.99739828 1.83939828 1.0000000
MOLUNGU-AMOREIRA -0.34075 -2.37551865 1.69401865 0.9999975
MONJOLEIRO-AMOREIRA 0.19320 -1.72519828 2.11159828 1.0000000
PASTAGEM-AMOREIRA 0.50600 -1.41239828 2.42439828 0.9995638
CAJA-BORDAO DE VELHO -1.70620 -3.62459828 0.21219828 0.1296914
CEDRO-BORDAO DE VELHO -0.84600 -2.76439828 1.07239828 0.9511675
CORACAO DE NEGRO-BORDAO DE VELHO -1.58040 -3.49879828 0.33799828 0.2125514
FARINHA SECA-BORDAO DE VELHO -1.83600 -3.75439828 0.08239828 0.0735837
GENIPAPO-BORDAO DE VELHO -2.36320 -4.28159828 -0.44480172 0.0046874
GUARAPEIRA-BORDAO DE VELHO 0.57905 -1.45571865 2.61381865 0.9990354
IPE-BORDAO DE VELHO -0.22160 -2.13999828 1.69679828 1.0000000
MATA-BORDAO DE VELHO -1.97020 -3.88859828 -0.05180172 0.0388419
MOLUNGU-BORDAO DE VELHO -2.23195 -4.26671865 -0.19718135 0.0195822
MONJOLEIRO-BORDAO DE VELHO -1.69800 -3.61639828 0.22039828 0.1341684
PASTAGEM-BORDAO DE VELHO -1.38520 -3.30359828 0.53319828 0.4038101
CEDRO-CAJA 0.86020 -1.05819828 2.77859828 0.9448486
CORACAO DE NEGRO-CAJA 0.12580 -1.79259828 2.04419828 1.0000000
FARINHA SECA-CAJA -0.12980 -2.04819828 1.78859828 1.0000000
GENIPAPO-CAJA -0.65700 -2.57539828 1.26139828 0.9940985
GUARAPEIRA-CAJA 2.28525 0.25048135 4.32001865 0.0149902
IPE-CAJA 1.48460 -0.43379828 3.40299828 0.2971968
MATA-CAJA -0.26400 -2.18239828 1.65439828 0.9999998
MOLUNGU-CAJA -0.52575 -2.56051865 1.50901865 0.9996498
MONJOLEIRO-CAJA 0.00820 -1.91019828 1.92659828 1.0000000
PASTAGEM-CAJA 0.32100 -1.59739828 2.23939828 0.9999975
CORACAO DE NEGRO-CEDRO -0.73440 -2.65279828 1.18399828 0.9841405
FARINHA SECA-CEDRO -0.99000 -2.90839828 0.92839828 0.8602786
GENIPAPO-CEDRO -1.51720 -3.43559828 0.40119828 0.2662788
GUARAPEIRA-CEDRO 1.42505 -0.60971865 3.45981865 0.4531011
IPE-CEDRO 0.62440 -1.29399828 2.54279828 0.9963426
MATA-CEDRO -1.12420 -3.04259828 0.79419828 0.7241658
MOLUNGU-CEDRO -1.38595 -3.42071865 0.64881865 0.4983265
MONJOLEIRO-CEDRO -0.85200 -2.77039828 1.06639828 0.9485636
PASTAGEM-CEDRO -0.53920 -2.45759828 1.37919828 0.9991511
FARINHA SECA-CORACAO DE NEGRO -0.25560 -2.17399828 1.66279828 0.9999998
GENIPAPO-CORACAO DE NEGRO -0.78280 -2.70119828 1.13559828 0.9731425
GUARAPEIRA-CORACAO DE NEGRO 2.15945 0.12468135 4.19421865 0.0279126
IPE-CORACAO DE NEGRO 1.35880 -0.55959828 3.27719828 0.4347982
MATA-CORACAO DE NEGRO -0.38980 -2.30819828 1.52859828 0.9999759
MOLUNGU-CORACAO DE NEGRO -0.65155 -2.68631865 1.38321865 0.9968733
MONJOLEIRO-CORACAO DE NEGRO -0.11760 -2.03599828 1.80079828 1.0000000
PASTAGEM-CORACAO DE NEGRO 0.19520 -1.72319828 2.11359828 1.0000000
GENIPAPO-FARINHA SECA -0.52720 -2.44559828 1.39119828 0.9993280
GUARAPEIRA-FARINHA SECA 2.41505 0.38028135 4.44981865 0.0076539
IPE-FARINHA SECA 1.61440 -0.30399828 3.53279828 0.1870623
MATA-FARINHA SECA -0.13420 -2.05259828 1.78419828 1.0000000
MOLUNGU-FARINHA SECA -0.39595 -2.43071865 1.63881865 0.9999854
MONJOLEIRO-FARINHA SECA 0.13800 -1.78039828 2.05639828 1.0000000
PASTAGEM-FARINHA SECA 0.45080 -1.46759828 2.36919828 0.9998754
GUARAPEIRA-GENIPAPO 2.94225 0.90748135 4.97701865 0.0003920
IPE-GENIPAPO 2.14160 0.22320172 4.05999828 0.0160675
MATA-GENIPAPO 0.39300 -1.52539828 2.31139828 0.9999736
MOLUNGU-GENIPAPO 0.13125 -1.90351865 2.16601865 1.0000000
MONJOLEIRO-GENIPAPO 0.66520 -1.25319828 2.58359828 0.9933847
PASTAGEM-GENIPAPO 0.97800 -0.94039828 2.89639828 0.8701759
IPE-GUARAPEIRA -0.80065 -2.83541865 1.23411865 0.9800283
MATA-GUARAPEIRA -2.54925 -4.58401865 -0.51448135 0.0037130
MOLUNGU-GUARAPEIRA -2.81100 -4.95583448 -0.66616552 0.0019309
MONJOLEIRO-GUARAPEIRA -2.27705 -4.31181865 -0.24228135 0.0156248
PASTAGEM-GUARAPEIRA -1.96425 -3.99901865 0.07051865 0.0683970
MATA-IPE -1.74860 -3.66699828 0.16979828 0.1084217
MOLUNGU-IPE -2.01035 -4.04511865 0.02441865 0.0558084
MONJOLEIRO-IPE -1.47640 -3.39479828 0.44199828 0.3053075
PASTAGEM-IPE -1.16360 -3.08199828 0.75479828 0.6773305
MOLUNGU-MATA -0.26175 -2.29651865 1.77301865 0.9999999
MONJOLEIRO-MATA 0.27220 -1.64619828 2.19059828 0.9999997
PASTAGEM-MATA 0.58500 -1.33339828 2.50339828 0.9980615
MONJOLEIRO-MOLUNGU 0.53395 -1.50081865 2.56871865 0.9995869
PASTAGEM-MOLUNGU 0.84675 -1.18801865 2.88151865 0.9686147
PASTAGEM-MONJOLEIRO 0.31280 -1.60559828 2.23119828 0.9999982
Letras do Tukey:
$Especie
GUARAPEIRA AMARELINHO BORDAO DE VELHO IPE CEDRO PASTAGEM
"a" "ab" "abc" "abcd" "abcde" "abcde"
CORACAO DE NEGRO MONJOLEIRO CAJA FARINHA SECA AMOREIRA MATA
"bcde" "bcde" "bcde" "cde" "cde" "de"
MOLUNGU GENIPAPO
"de" "e"
########################### Variável: B ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 0.01089 0.0008381 0.901 0.557
Residuals 53 0.04928 0.0009298
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 0.160 0.0152 53 0.129 0.190
AMOREIRA 0.184 0.0136 53 0.156 0.211
BORDAO DE VELHO 0.213 0.0136 53 0.185 0.240
CAJA 0.193 0.0136 53 0.166 0.220
CEDRO 0.202 0.0136 53 0.175 0.230
CORACAO DE NEGRO 0.197 0.0136 53 0.169 0.224
FARINHA SECA 0.210 0.0136 53 0.182 0.237
GENIPAPO 0.198 0.0136 53 0.170 0.225
GUARAPEIRA 0.202 0.0152 53 0.171 0.232
IPE 0.203 0.0136 53 0.175 0.230
MATA 0.209 0.0136 53 0.182 0.237
MOLUNGU 0.192 0.0152 53 0.162 0.223
MONJOLEIRO 0.184 0.0136 53 0.156 0.211
PASTAGEM 0.204 0.0136 53 0.177 0.231
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.02385 -0.04802003 0.09572003 0.9956036
BORDAO DE VELHO-AMARELINHO 0.05305 -0.01882003 0.12492003 0.3688993
CAJA-AMARELINHO 0.03325 -0.03862003 0.10512003 0.9311254
CEDRO-AMARELINHO 0.04245 -0.02942003 0.11432003 0.7137832
CORACAO DE NEGRO-AMARELINHO 0.03685 -0.03502003 0.10872003 0.8655905
FARINHA SECA-AMARELINHO 0.04985 -0.02202003 0.12172003 0.4688127
GENIPAPO-AMARELINHO 0.03785 -0.03402003 0.10972003 0.8425859
GUARAPEIRA-AMARELINHO 0.04175 -0.03400767 0.11750767 0.7974643
IPE-AMARELINHO 0.04285 -0.02902003 0.11472003 0.7011674
MATA-AMARELINHO 0.04945 -0.02242003 0.12132003 0.4819157
MOLUNGU-AMARELINHO 0.03250 -0.04325767 0.10825767 0.9602860
MONJOLEIRO-AMARELINHO 0.02405 -0.04782003 0.09592003 0.9952440
PASTAGEM-AMARELINHO 0.04425 -0.02762003 0.11612003 0.6558476
BORDAO DE VELHO-AMOREIRA 0.02920 -0.03855972 0.09695972 0.9589057
CAJA-AMOREIRA 0.00940 -0.05835972 0.07715972 0.9999997
CEDRO-AMOREIRA 0.01860 -0.04915972 0.08635972 0.9993360
CORACAO DE NEGRO-AMOREIRA 0.01300 -0.05475972 0.08075972 0.9999876
FARINHA SECA-AMOREIRA 0.02600 -0.04175972 0.09375972 0.9838252
GENIPAPO-AMOREIRA 0.01400 -0.05375972 0.08175972 0.9999708
GUARAPEIRA-AMOREIRA 0.01790 -0.05397003 0.08977003 0.9997643
IPE-AMOREIRA 0.01900 -0.04875972 0.08675972 0.9991717
MATA-AMOREIRA 0.02560 -0.04215972 0.09335972 0.9858289
MOLUNGU-AMOREIRA 0.00865 -0.06322003 0.08052003 1.0000000
MONJOLEIRO-AMOREIRA 0.00020 -0.06755972 0.06795972 1.0000000
PASTAGEM-AMOREIRA 0.02040 -0.04735972 0.08815972 0.9982934
CAJA-BORDAO DE VELHO -0.01980 -0.08755972 0.04795972 0.9987363
CEDRO-BORDAO DE VELHO -0.01060 -0.07835972 0.05715972 0.9999989
CORACAO DE NEGRO-BORDAO DE VELHO -0.01620 -0.08395972 0.05155972 0.9998493
FARINHA SECA-BORDAO DE VELHO -0.00320 -0.07095972 0.06455972 1.0000000
GENIPAPO-BORDAO DE VELHO -0.01520 -0.08295972 0.05255972 0.9999258
GUARAPEIRA-BORDAO DE VELHO -0.01130 -0.08317003 0.06057003 0.9999988
IPE-BORDAO DE VELHO -0.01020 -0.07795972 0.05755972 0.9999993
MATA-BORDAO DE VELHO -0.00360 -0.07135972 0.06415972 1.0000000
MOLUNGU-BORDAO DE VELHO -0.02055 -0.09242003 0.05132003 0.9989872
MONJOLEIRO-BORDAO DE VELHO -0.02900 -0.09675972 0.03875972 0.9609976
PASTAGEM-BORDAO DE VELHO -0.00880 -0.07655972 0.05895972 0.9999999
CEDRO-CAJA 0.00920 -0.05855972 0.07695972 0.9999998
CORACAO DE NEGRO-CAJA 0.00360 -0.06415972 0.07135972 1.0000000
FARINHA SECA-CAJA 0.01660 -0.05115972 0.08435972 0.9998031
GENIPAPO-CAJA 0.00460 -0.06315972 0.07235972 1.0000000
GUARAPEIRA-CAJA 0.00850 -0.06337003 0.08037003 1.0000000
IPE-CAJA 0.00960 -0.05815972 0.07735972 0.9999997
MATA-CAJA 0.01620 -0.05155972 0.08395972 0.9998493
MOLUNGU-CAJA -0.00075 -0.07262003 0.07112003 1.0000000
MONJOLEIRO-CAJA -0.00920 -0.07695972 0.05855972 0.9999998
PASTAGEM-CAJA 0.01100 -0.05675972 0.07875972 0.9999983
CORACAO DE NEGRO-CEDRO -0.00560 -0.07335972 0.06215972 1.0000000
FARINHA SECA-CEDRO 0.00740 -0.06035972 0.07515972 1.0000000
GENIPAPO-CEDRO -0.00460 -0.07235972 0.06315972 1.0000000
GUARAPEIRA-CEDRO -0.00070 -0.07257003 0.07117003 1.0000000
IPE-CEDRO 0.00040 -0.06735972 0.06815972 1.0000000
MATA-CEDRO 0.00700 -0.06075972 0.07475972 1.0000000
MOLUNGU-CEDRO -0.00995 -0.08182003 0.06192003 0.9999998
MONJOLEIRO-CEDRO -0.01840 -0.08615972 0.04935972 0.9994070
PASTAGEM-CEDRO 0.00180 -0.06595972 0.06955972 1.0000000
FARINHA SECA-CORACAO DE NEGRO 0.01300 -0.05475972 0.08075972 0.9999876
GENIPAPO-CORACAO DE NEGRO 0.00100 -0.06675972 0.06875972 1.0000000
GUARAPEIRA-CORACAO DE NEGRO 0.00490 -0.06697003 0.07677003 1.0000000
IPE-CORACAO DE NEGRO 0.00600 -0.06175972 0.07375972 1.0000000
MATA-CORACAO DE NEGRO 0.01260 -0.05515972 0.08035972 0.9999914
MOLUNGU-CORACAO DE NEGRO -0.00435 -0.07622003 0.06752003 1.0000000
MONJOLEIRO-CORACAO DE NEGRO -0.01280 -0.08055972 0.05495972 0.9999897
PASTAGEM-CORACAO DE NEGRO 0.00740 -0.06035972 0.07515972 1.0000000
GENIPAPO-FARINHA SECA -0.01200 -0.07975972 0.05575972 0.9999952
GUARAPEIRA-FARINHA SECA -0.00810 -0.07997003 0.06377003 1.0000000
IPE-FARINHA SECA -0.00700 -0.07475972 0.06075972 1.0000000
MATA-FARINHA SECA -0.00040 -0.06815972 0.06735972 1.0000000
MOLUNGU-FARINHA SECA -0.01735 -0.08922003 0.05452003 0.9998323
MONJOLEIRO-FARINHA SECA -0.02580 -0.09355972 0.04195972 0.9848530
PASTAGEM-FARINHA SECA -0.00560 -0.07335972 0.06215972 1.0000000
GUARAPEIRA-GENIPAPO 0.00390 -0.06797003 0.07577003 1.0000000
IPE-GENIPAPO 0.00500 -0.06275972 0.07275972 1.0000000
MATA-GENIPAPO 0.01160 -0.05615972 0.07935972 0.9999968
MOLUNGU-GENIPAPO -0.00535 -0.07722003 0.06652003 1.0000000
MONJOLEIRO-GENIPAPO -0.01380 -0.08155972 0.05395972 0.9999753
PASTAGEM-GENIPAPO 0.00640 -0.06135972 0.07415972 1.0000000
IPE-GUARAPEIRA 0.00110 -0.07077003 0.07297003 1.0000000
MATA-GUARAPEIRA 0.00770 -0.06417003 0.07957003 1.0000000
MOLUNGU-GUARAPEIRA -0.00925 -0.08500767 0.06650767 0.9999999
MONJOLEIRO-GUARAPEIRA -0.01770 -0.08957003 0.05417003 0.9997914
PASTAGEM-GUARAPEIRA 0.00250 -0.06937003 0.07437003 1.0000000
MATA-IPE 0.00660 -0.06115972 0.07435972 1.0000000
MOLUNGU-IPE -0.01035 -0.08222003 0.06152003 0.9999996
MONJOLEIRO-IPE -0.01880 -0.08655972 0.04895972 0.9992577
PASTAGEM-IPE 0.00140 -0.06635972 0.06915972 1.0000000
MOLUNGU-MATA -0.01695 -0.08882003 0.05492003 0.9998703
MONJOLEIRO-MATA -0.02540 -0.09315972 0.04235972 0.9867546
PASTAGEM-MATA -0.00520 -0.07295972 0.06255972 1.0000000
MONJOLEIRO-MOLUNGU -0.00845 -0.08032003 0.06342003 1.0000000
PASTAGEM-MOLUNGU 0.01175 -0.06012003 0.08362003 0.9999981
PASTAGEM-MONJOLEIRO 0.02020 -0.04755972 0.08795972 0.9984537
Letras do Tukey:
$Especie
$Especie$Letters
BORDAO DE VELHO FARINHA SECA MATA PASTAGEM IPE CEDRO
"a" "a" "a" "a" "a" "a"
GUARAPEIRA GENIPAPO CORACAO DE NEGRO CAJA MOLUNGU MONJOLEIRO
"a" "a" "a" "a" "a" "a"
AMOREIRA AMARELINHO
"a" "a"
$Especie$LetterMatrix
a
BORDAO DE VELHO TRUE
FARINHA SECA TRUE
MATA TRUE
PASTAGEM TRUE
IPE TRUE
CEDRO TRUE
GUARAPEIRA TRUE
GENIPAPO TRUE
CORACAO DE NEGRO TRUE
CAJA TRUE
MOLUNGU TRUE
MONJOLEIRO TRUE
AMOREIRA TRUE
AMARELINHO TRUE
########################### Variável: Cu ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 14.59 1.1225 2.001 0.0388 *
Residuals 53 29.73 0.5609
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 0.988 0.374 53 0.23642 1.74
AMOREIRA 1.400 0.335 53 0.72821 2.07
BORDAO DE VELHO 0.610 0.335 53 -0.06179 1.28
CAJA 1.820 0.335 53 1.14821 2.49
CEDRO 1.590 0.335 53 0.91821 2.26
CORACAO DE NEGRO 0.980 0.335 53 0.30821 1.65
FARINHA SECA 1.470 0.335 53 0.79821 2.14
GENIPAPO 0.860 0.335 53 0.18821 1.53
GUARAPEIRA 0.750 0.374 53 -0.00108 1.50
IPE 0.790 0.335 53 0.11821 1.46
MATA 2.240 0.335 53 1.56821 2.91
MOLUNGU 0.825 0.374 53 0.07392 1.58
MONJOLEIRO 1.590 0.335 53 0.91821 2.26
PASTAGEM 1.510 0.335 53 0.83821 2.18
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 4.125000e-01 -1.35269257 2.1776926 0.9998829
BORDAO DE VELHO-AMARELINHO -3.775000e-01 -2.14269257 1.3876926 0.9999567
CAJA-AMARELINHO 8.325000e-01 -0.93269257 2.5976926 0.9213818
CEDRO-AMARELINHO 6.025000e-01 -1.16269257 2.3676926 0.9942795
CORACAO DE NEGRO-AMARELINHO -7.500000e-03 -1.77269257 1.7576926 1.0000000
FARINHA SECA-AMARELINHO 4.825000e-01 -1.28269257 2.2476926 0.9993647
GENIPAPO-AMARELINHO -1.275000e-01 -1.89269257 1.6376926 1.0000000
GUARAPEIRA-AMARELINHO -2.375000e-01 -2.09817634 1.6231763 0.9999999
IPE-AMARELINHO -1.975000e-01 -1.96269257 1.5676926 1.0000000
MATA-AMARELINHO 1.252500e+00 -0.51269257 3.0176926 0.4319338
MOLUNGU-AMARELINHO -1.625000e-01 -2.02317634 1.6981763 1.0000000
MONJOLEIRO-AMARELINHO 6.025000e-01 -1.16269257 2.3676926 0.9942795
PASTAGEM-AMARELINHO 5.225000e-01 -1.24269257 2.2876926 0.9985603
BORDAO DE VELHO-AMOREIRA -7.900000e-01 -2.45423952 0.8742395 0.9178505
CAJA-AMOREIRA 4.200000e-01 -1.24423952 2.0842395 0.9997282
CEDRO-AMOREIRA 1.900000e-01 -1.47423952 1.8542395 1.0000000
CORACAO DE NEGRO-AMOREIRA -4.200000e-01 -2.08423952 1.2442395 0.9997282
FARINHA SECA-AMOREIRA 7.000000e-02 -1.59423952 1.7342395 1.0000000
GENIPAPO-AMOREIRA -5.400000e-01 -2.20423952 1.1242395 0.9964494
GUARAPEIRA-AMOREIRA -6.500000e-01 -2.41519257 1.1151926 0.9886580
IPE-AMOREIRA -6.100000e-01 -2.27423952 1.0542395 0.9891091
MATA-AMOREIRA 8.400000e-01 -0.82423952 2.5042395 0.8778831
MOLUNGU-AMOREIRA -5.750000e-01 -2.34019257 1.1901926 0.9963142
MONJOLEIRO-AMOREIRA 1.900000e-01 -1.47423952 1.8542395 1.0000000
PASTAGEM-AMOREIRA 1.100000e-01 -1.55423952 1.7742395 1.0000000
CAJA-BORDAO DE VELHO 1.210000e+00 -0.45423952 2.8742395 0.3927987
CEDRO-BORDAO DE VELHO 9.800000e-01 -0.68423952 2.6442395 0.7178082
CORACAO DE NEGRO-BORDAO DE VELHO 3.700000e-01 -1.29423952 2.0342395 0.9999329
FARINHA SECA-BORDAO DE VELHO 8.600000e-01 -0.80423952 2.5242395 0.8591500
GENIPAPO-BORDAO DE VELHO 2.500000e-01 -1.41423952 1.9142395 0.9999993
GUARAPEIRA-BORDAO DE VELHO 1.400000e-01 -1.62519257 1.9051926 1.0000000
IPE-BORDAO DE VELHO 1.800000e-01 -1.48423952 1.8442395 1.0000000
MATA-BORDAO DE VELHO 1.630000e+00 -0.03423952 3.2942395 0.0603118
MOLUNGU-BORDAO DE VELHO 2.150000e-01 -1.55019257 1.9801926 0.9999999
MONJOLEIRO-BORDAO DE VELHO 9.800000e-01 -0.68423952 2.6442395 0.7178082
PASTAGEM-BORDAO DE VELHO 9.000000e-01 -0.76423952 2.5642395 0.8171875
CEDRO-CAJA -2.300000e-01 -1.89423952 1.4342395 0.9999998
CORACAO DE NEGRO-CAJA -8.400000e-01 -2.50423952 0.8242395 0.8778831
FARINHA SECA-CAJA -3.500000e-01 -2.01423952 1.3142395 0.9999643
GENIPAPO-CAJA -9.600000e-01 -2.62423952 0.7042395 0.7442879
GUARAPEIRA-CAJA -1.070000e+00 -2.83519257 0.6951926 0.6782193
IPE-CAJA -1.030000e+00 -2.69423952 0.6342395 0.6482464
MATA-CAJA 4.200000e-01 -1.24423952 2.0842395 0.9997282
MOLUNGU-CAJA -9.950000e-01 -2.76019257 0.7701926 0.7721375
MONJOLEIRO-CAJA -2.300000e-01 -1.89423952 1.4342395 0.9999998
PASTAGEM-CAJA -3.100000e-01 -1.97423952 1.3542395 0.9999912
CORACAO DE NEGRO-CEDRO -6.100000e-01 -2.27423952 1.0542395 0.9891091
FARINHA SECA-CEDRO -1.200000e-01 -1.78423952 1.5442395 1.0000000
GENIPAPO-CEDRO -7.300000e-01 -2.39423952 0.9342395 0.9530648
GUARAPEIRA-CEDRO -8.400000e-01 -2.60519257 0.9251926 0.9164696
IPE-CEDRO -8.000000e-01 -2.46423952 0.8642395 0.9106461
MATA-CEDRO 6.500000e-01 -1.01423952 2.3142395 0.9812262
MOLUNGU-CEDRO -7.650000e-01 -2.53019257 1.0001926 0.9571116
MONJOLEIRO-CEDRO 2.220446e-16 -1.66423952 1.6642395 1.0000000
PASTAGEM-CEDRO -8.000000e-02 -1.74423952 1.5842395 1.0000000
FARINHA SECA-CORACAO DE NEGRO 4.900000e-01 -1.17423952 2.1542395 0.9986357
GENIPAPO-CORACAO DE NEGRO -1.200000e-01 -1.78423952 1.5442395 1.0000000
GUARAPEIRA-CORACAO DE NEGRO -2.300000e-01 -1.99519257 1.5351926 0.9999999
IPE-CORACAO DE NEGRO -1.900000e-01 -1.85423952 1.4742395 1.0000000
MATA-CORACAO DE NEGRO 1.260000e+00 -0.40423952 2.9242395 0.3297670
MOLUNGU-CORACAO DE NEGRO -1.550000e-01 -1.92019257 1.6101926 1.0000000
MONJOLEIRO-CORACAO DE NEGRO 6.100000e-01 -1.05423952 2.2742395 0.9891091
PASTAGEM-CORACAO DE NEGRO 5.300000e-01 -1.13423952 2.1942395 0.9970341
GENIPAPO-FARINHA SECA -6.100000e-01 -2.27423952 1.0542395 0.9891091
GUARAPEIRA-FARINHA SECA -7.200000e-01 -2.48519257 1.0451926 0.9732274
IPE-FARINHA SECA -6.800000e-01 -2.34423952 0.9842395 0.9728532
MATA-FARINHA SECA 7.700000e-01 -0.89423952 2.4342395 0.9310910
MOLUNGU-FARINHA SECA -6.450000e-01 -2.41019257 1.1201926 0.9894025
MONJOLEIRO-FARINHA SECA 1.200000e-01 -1.54423952 1.7842395 1.0000000
PASTAGEM-FARINHA SECA 4.000000e-02 -1.62423952 1.7042395 1.0000000
GUARAPEIRA-GENIPAPO -1.100000e-01 -1.87519257 1.6551926 1.0000000
IPE-GENIPAPO -7.000000e-02 -1.73423952 1.5942395 1.0000000
MATA-GENIPAPO 1.380000e+00 -0.28423952 3.0442395 0.2045407
MOLUNGU-GENIPAPO -3.500000e-02 -1.80019257 1.7301926 1.0000000
MONJOLEIRO-GENIPAPO 7.300000e-01 -0.93423952 2.3942395 0.9530648
PASTAGEM-GENIPAPO 6.500000e-01 -1.01423952 2.3142395 0.9812262
IPE-GUARAPEIRA 4.000000e-02 -1.72519257 1.8051926 1.0000000
MATA-GUARAPEIRA 1.490000e+00 -0.27519257 3.2551926 0.1835686
MOLUNGU-GUARAPEIRA 7.500000e-02 -1.78567634 1.9356763 1.0000000
MONJOLEIRO-GUARAPEIRA 8.400000e-01 -0.92519257 2.6051926 0.9164696
PASTAGEM-GUARAPEIRA 7.600000e-01 -1.00519257 2.5251926 0.9591842
MATA-IPE 1.450000e+00 -0.21423952 3.1142395 0.1495168
MOLUNGU-IPE 3.500000e-02 -1.73019257 1.8001926 1.0000000
MONJOLEIRO-IPE 8.000000e-01 -0.86423952 2.4642395 0.9106461
PASTAGEM-IPE 7.200000e-01 -0.94423952 2.3842395 0.9576680
MOLUNGU-MATA -1.415000e+00 -3.18019257 0.3501926 0.2478480
MONJOLEIRO-MATA -6.500000e-01 -2.31423952 1.0142395 0.9812262
PASTAGEM-MATA -7.300000e-01 -2.39423952 0.9342395 0.9530648
MONJOLEIRO-MOLUNGU 7.650000e-01 -1.00019257 2.5301926 0.9571116
PASTAGEM-MOLUNGU 6.850000e-01 -1.08019257 2.4501926 0.9822118
PASTAGEM-MONJOLEIRO -8.000000e-02 -1.74423952 1.5842395 1.0000000
Letras do Tukey:
$Especie
$Especie$Letters
MATA CAJA CEDRO MONJOLEIRO PASTAGEM FARINHA SECA
"a" "a" "a" "a" "a" "a"
AMOREIRA AMARELINHO CORACAO DE NEGRO GENIPAPO MOLUNGU IPE
"a" "a" "a" "a" "a" "a"
GUARAPEIRA BORDAO DE VELHO
"a" "a"
$Especie$LetterMatrix
a
MATA TRUE
CAJA TRUE
CEDRO TRUE
MONJOLEIRO TRUE
PASTAGEM TRUE
FARINHA SECA TRUE
AMOREIRA TRUE
AMARELINHO TRUE
CORACAO DE NEGRO TRUE
GENIPAPO TRUE
MOLUNGU TRUE
IPE TRUE
GUARAPEIRA TRUE
BORDAO DE VELHO TRUE
########################### Variável: Fe ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 8425 648.1 2.961 0.00263 **
Residuals 53 11600 218.9
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 20.9 7.40 53 6.04 35.7
AMOREIRA 36.2 6.62 53 22.98 49.5
BORDAO DE VELHO 19.6 6.62 53 6.32 32.9
CAJA 27.0 6.62 53 13.71 40.2
CEDRO 25.5 6.62 53 12.18 38.7
CORACAO DE NEGRO 26.7 6.62 53 13.40 39.9
FARINHA SECA 30.4 6.62 53 17.12 43.7
GENIPAPO 36.1 6.62 53 22.82 49.4
GUARAPEIRA 19.7 7.40 53 4.85 34.5
IPE 25.7 6.62 53 12.39 38.9
MATA 24.8 6.62 53 11.57 38.1
MOLUNGU 36.4 7.40 53 21.58 51.3
MONJOLEIRO 21.8 6.62 53 8.57 35.1
PASTAGEM 64.1 6.62 53 50.84 77.4
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 15.3685 -19.5010319 50.23803 0.9513715
BORDAO DE VELHO-AMARELINHO -1.2915 -36.1610319 33.57803 1.0000000
CAJA-AMARELINHO 6.1005 -28.7690319 40.97003 0.9999958
CEDRO-AMARELINHO 4.5745 -30.2950319 39.44403 0.9999999
CORACAO DE NEGRO-AMARELINHO 5.7925 -29.0770319 40.66203 0.9999978
FARINHA SECA-AMARELINHO 9.5165 -25.3530319 44.38603 0.9993749
GENIPAPO-AMARELINHO 15.2145 -19.6550319 50.08403 0.9548766
GUARAPEIRA-AMARELINHO -1.1900 -37.9457139 35.56571 1.0000000
IPE-AMARELINHO 4.7845 -30.0850319 39.65403 0.9999998
MATA-AMARELINHO 3.9585 -30.9110319 38.82803 1.0000000
MOLUNGU-AMARELINHO 15.5400 -21.2157139 52.29571 0.9644869
MONJOLEIRO-AMARELINHO 0.9625 -33.9070319 35.83203 1.0000000
PASTAGEM-AMARELINHO 43.2285 8.3589681 78.09803 0.0042969
BORDAO DE VELHO-AMOREIRA -16.6600 -49.5353099 16.21531 0.8748302
CAJA-AMOREIRA -9.2680 -42.1433099 23.60731 0.9991244
CEDRO-AMOREIRA -10.7940 -43.6693099 22.08131 0.9960256
CORACAO DE NEGRO-AMOREIRA -9.5760 -42.4513099 23.29931 0.9987764
FARINHA SECA-AMOREIRA -5.8520 -38.7273099 27.02331 0.9999949
GENIPAPO-AMOREIRA -0.1540 -33.0293099 32.72131 1.0000000
GUARAPEIRA-AMOREIRA -16.5585 -51.4280319 18.31103 0.9176417
IPE-AMOREIRA -10.5840 -43.4593099 22.29131 0.9967062
MATA-AMOREIRA -11.4100 -44.2853099 21.46531 0.9933283
MOLUNGU-AMOREIRA 0.1715 -34.6980319 35.04103 1.0000000
MONJOLEIRO-AMOREIRA -14.4060 -47.2813099 18.46931 0.9534116
PASTAGEM-AMOREIRA 27.8600 -5.0153099 60.73531 0.1790875
CAJA-BORDAO DE VELHO 7.3920 -25.4833099 40.26731 0.9999238
CEDRO-BORDAO DE VELHO 5.8660 -27.0093099 38.74131 0.9999947
CORACAO DE NEGRO-BORDAO DE VELHO 7.0840 -25.7913099 39.95931 0.9999529
FARINHA SECA-BORDAO DE VELHO 10.8080 -22.0673099 43.68331 0.9959764
GENIPAPO-BORDAO DE VELHO 16.5060 -16.3693099 49.38131 0.8818138
GUARAPEIRA-BORDAO DE VELHO 0.1015 -34.7680319 34.97103 1.0000000
IPE-BORDAO DE VELHO 6.0760 -26.7993099 38.95131 0.9999920
MATA-BORDAO DE VELHO 5.2500 -27.6253099 38.12531 0.9999986
MOLUNGU-BORDAO DE VELHO 16.8315 -18.0380319 51.70103 0.9081617
MONJOLEIRO-BORDAO DE VELHO 2.2540 -30.6213099 35.12931 1.0000000
PASTAGEM-BORDAO DE VELHO 44.5200 11.6446901 77.39531 0.0011653
CEDRO-CAJA -1.5260 -34.4013099 31.34931 1.0000000
CORACAO DE NEGRO-CAJA -0.3080 -33.1833099 32.56731 1.0000000
FARINHA SECA-CAJA 3.4160 -29.4593099 36.29131 1.0000000
GENIPAPO-CAJA 9.1140 -23.7613099 41.98931 0.9992639
GUARAPEIRA-CAJA -7.2905 -42.1600319 27.57903 0.9999666
IPE-CAJA -1.3160 -34.1913099 31.55931 1.0000000
MATA-CAJA -2.1420 -35.0173099 30.73331 1.0000000
MOLUNGU-CAJA 9.4395 -25.4300319 44.30903 0.9994260
MONJOLEIRO-CAJA -5.1380 -38.0133099 27.73731 0.9999989
PASTAGEM-CAJA 37.1280 4.2526901 70.00331 0.0140521
CORACAO DE NEGRO-CEDRO 1.2180 -31.6573099 34.09331 1.0000000
FARINHA SECA-CEDRO 4.9420 -27.9333099 37.81731 0.9999993
GENIPAPO-CEDRO 10.6400 -22.2353099 43.51531 0.9965350
GUARAPEIRA-CEDRO -5.7645 -40.6340319 29.10503 0.9999979
IPE-CEDRO 0.2100 -32.6653099 33.08531 1.0000000
MATA-CEDRO -0.6160 -33.4913099 32.25931 1.0000000
MOLUNGU-CEDRO 10.9655 -23.9040319 45.83503 0.9973762
MONJOLEIRO-CEDRO -3.6120 -36.4873099 29.26331 1.0000000
PASTAGEM-CEDRO 38.6540 5.7786901 71.52931 0.0086227
FARINHA SECA-CORACAO DE NEGRO 3.7240 -29.1513099 36.59931 1.0000000
GENIPAPO-CORACAO DE NEGRO 9.4220 -23.4533099 42.29731 0.9989628
GUARAPEIRA-CORACAO DE NEGRO -6.9825 -41.8520319 27.88703 0.9999797
IPE-CORACAO DE NEGRO -1.0080 -33.8833099 31.86731 1.0000000
MATA-CORACAO DE NEGRO -1.8340 -34.7093099 31.04131 1.0000000
MOLUNGU-CORACAO DE NEGRO 9.7475 -25.1220319 44.61703 0.9991976
MONJOLEIRO-CORACAO DE NEGRO -4.8300 -37.7053099 28.04531 0.9999995
PASTAGEM-CORACAO DE NEGRO 37.4360 4.5606901 70.31131 0.0127491
GENIPAPO-FARINHA SECA 5.6980 -27.1773099 38.57331 0.9999963
GUARAPEIRA-FARINHA SECA -10.7065 -45.5760319 24.16303 0.9979250
IPE-FARINHA SECA -4.7320 -37.6073099 28.14331 0.9999996
MATA-FARINHA SECA -5.5580 -38.4333099 27.31731 0.9999972
MOLUNGU-FARINHA SECA 6.0235 -28.8460319 40.89303 0.9999964
MONJOLEIRO-FARINHA SECA -8.5540 -41.4293099 24.32131 0.9996226
PASTAGEM-FARINHA SECA 33.7120 0.8366901 66.58731 0.0394173
GUARAPEIRA-GENIPAPO -16.4045 -51.2740319 18.46503 0.9226961
IPE-GENIPAPO -10.4300 -43.3053099 22.44531 0.9971411
MATA-GENIPAPO -11.2560 -44.1313099 21.61931 0.9941126
MOLUNGU-GENIPAPO 0.3255 -34.5440319 35.19503 1.0000000
MONJOLEIRO-GENIPAPO -14.2520 -47.1273099 18.62331 0.9570100
PASTAGEM-GENIPAPO 28.0140 -4.8613099 60.88931 0.1729488
IPE-GUARAPEIRA 5.9745 -28.8950319 40.84403 0.9999967
MATA-GUARAPEIRA 5.1485 -29.7210319 40.01803 0.9999995
MOLUNGU-GUARAPEIRA 16.7300 -20.0257139 53.48571 0.9385856
MONJOLEIRO-GUARAPEIRA 2.1525 -32.7170319 37.02203 1.0000000
PASTAGEM-GUARAPEIRA 44.4185 9.5489681 79.28803 0.0029332
MATA-IPE -0.8260 -33.7013099 32.04931 1.0000000
MOLUNGU-IPE 10.7555 -24.1140319 45.62503 0.9978293
MONJOLEIRO-IPE -3.8220 -36.6973099 29.05331 1.0000000
PASTAGEM-IPE 38.4440 5.5686901 71.31931 0.0092305
MOLUNGU-MATA 11.5815 -23.2880319 46.45103 0.9955673
MONJOLEIRO-MATA -2.9960 -35.8713099 29.87931 1.0000000
PASTAGEM-MATA 39.2700 6.3946901 72.14531 0.0070499
MONJOLEIRO-MOLUNGU -14.5775 -49.4470319 20.29203 0.9674630
PASTAGEM-MOLUNGU 27.6885 -7.1810319 62.55803 0.2607121
PASTAGEM-MONJOLEIRO 42.2660 9.3906901 75.14131 0.0025666
Letras do Tukey:
$Especie
PASTAGEM MOLUNGU AMOREIRA GENIPAPO FARINHA SECA CAJA
"a" "ab" "ab" "ab" "b" "b"
CORACAO DE NEGRO IPE CEDRO MATA MONJOLEIRO AMARELINHO
"b" "b" "b" "b" "b" "b"
GUARAPEIRA BORDAO DE VELHO
"b" "b"
########################### Variável: Mn ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 9174 705.7 4.573 3.49e-05 ***
Residuals 53 8178 154.3
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 5.86 6.21 53 -6.59499 18.3
AMOREIRA 11.14 5.56 53 -0.00232 22.3
BORDAO DE VELHO 5.23 5.56 53 -5.91232 16.4
CAJA 30.46 5.56 53 19.31768 41.6
CEDRO 30.05 5.56 53 18.90768 41.2
CORACAO DE NEGRO 14.31 5.56 53 3.16768 25.5
FARINHA SECA 18.96 5.56 53 7.81768 30.1
GENIPAPO 30.33 5.56 53 19.18768 41.5
GUARAPEIRA 7.40 6.21 53 -5.05749 19.9
IPE 5.49 5.56 53 -5.65232 16.6
MATA 39.94 5.56 53 28.79768 51.1
MOLUNGU 28.54 6.21 53 16.08001 41.0
MONJOLEIRO 29.91 5.56 53 18.76768 41.1
PASTAGEM 32.23 5.56 53 21.08768 43.4
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 5.2775 -24.0001590 34.555159 0.9999941
BORDAO DE VELHO-AMARELINHO -0.6325 -29.9101590 28.645159 1.0000000
CAJA-AMARELINHO 24.5975 -4.6801590 53.875159 0.1889755
CEDRO-AMARELINHO 24.1875 -5.0901590 53.465159 0.2090653
CORACAO DE NEGRO-AMARELINHO 8.4475 -20.8301590 37.725159 0.9988891
FARINHA SECA-AMARELINHO 13.0975 -16.1801590 42.375159 0.9457694
GENIPAPO-AMARELINHO 24.4675 -4.8101590 53.745159 0.1951855
GUARAPEIRA-AMARELINHO 1.5375 -29.3238623 32.398862 1.0000000
IPE-AMARELINHO -0.3725 -29.6501590 28.905159 1.0000000
MATA-AMARELINHO 34.0775 4.7998410 63.355159 0.0097803
MOLUNGU-AMARELINHO 22.6750 -8.1863623 53.536362 0.3761573
MONJOLEIRO-AMARELINHO 24.0475 -5.2301590 53.325159 0.2162654
PASTAGEM-AMARELINHO 26.3675 -2.9101590 55.645159 0.1185138
BORDAO DE VELHO-AMOREIRA -5.9100 -33.5132416 21.693242 0.9999562
CAJA-AMOREIRA 19.3200 -8.2832416 46.923242 0.4541036
CEDRO-AMOREIRA 18.9100 -8.6932416 46.513242 0.4889797
CORACAO DE NEGRO-AMOREIRA 3.1700 -24.4332416 30.773242 1.0000000
FARINHA SECA-AMOREIRA 7.8200 -19.7832416 35.423242 0.9990790
GENIPAPO-AMOREIRA 19.1900 -8.4132416 46.793242 0.4650773
GUARAPEIRA-AMOREIRA -3.7400 -33.0176590 25.537659 0.9999999
IPE-AMOREIRA -5.6500 -33.2532416 21.953242 0.9999738
MATA-AMOREIRA 28.8000 1.1967584 56.403242 0.0332209
MOLUNGU-AMOREIRA 17.3975 -11.8801590 46.675159 0.7056992
MONJOLEIRO-AMOREIRA 18.7700 -8.8332416 46.373242 0.5010484
PASTAGEM-AMOREIRA 21.0900 -6.5132416 48.693242 0.3160528
CAJA-BORDAO DE VELHO 25.2300 -2.3732416 52.833242 0.1061774
CEDRO-BORDAO DE VELHO 24.8200 -2.7832416 52.423242 0.1198959
CORACAO DE NEGRO-BORDAO DE VELHO 9.0800 -18.5232416 36.683242 0.9959543
FARINHA SECA-BORDAO DE VELHO 13.7300 -13.8732416 41.333242 0.8885436
GENIPAPO-BORDAO DE VELHO 25.1000 -2.5032416 52.703242 0.1103803
GUARAPEIRA-BORDAO DE VELHO 2.1700 -27.1076590 31.447659 1.0000000
IPE-BORDAO DE VELHO 0.2600 -27.3432416 27.863242 1.0000000
MATA-BORDAO DE VELHO 34.7100 7.1067584 62.313242 0.0035263
MOLUNGU-BORDAO DE VELHO 23.3075 -5.9701590 52.585159 0.2572206
MONJOLEIRO-BORDAO DE VELHO 24.6800 -2.9232416 52.283242 0.1248974
PASTAGEM-BORDAO DE VELHO 27.0000 -0.6032416 54.603242 0.0610109
CEDRO-CAJA -0.4100 -28.0132416 27.193242 1.0000000
CORACAO DE NEGRO-CAJA -16.1500 -43.7532416 11.453242 0.7262390
FARINHA SECA-CAJA -11.5000 -39.1032416 16.103242 0.9683310
GENIPAPO-CAJA -0.1300 -27.7332416 27.473242 1.0000000
GUARAPEIRA-CAJA -23.0600 -52.3376590 6.217659 0.2720022
IPE-CAJA -24.9700 -52.5732416 2.633242 0.1147185
MATA-CAJA 9.4800 -18.1232416 37.083242 0.9939432
MOLUNGU-CAJA -1.9225 -31.2001590 27.355159 1.0000000
MONJOLEIRO-CAJA -0.5500 -28.1532416 27.053242 1.0000000
PASTAGEM-CAJA 1.7700 -25.8332416 29.373242 1.0000000
CORACAO DE NEGRO-CEDRO -15.7400 -43.3432416 11.863242 0.7584507
FARINHA SECA-CEDRO -11.0900 -38.6932416 16.513242 0.9763046
GENIPAPO-CEDRO 0.2800 -27.3232416 27.883242 1.0000000
GUARAPEIRA-CEDRO -22.6500 -51.9276590 6.627659 0.2976625
IPE-CEDRO -24.5600 -52.1632416 3.043242 0.1293170
MATA-CEDRO 9.8900 -17.7132416 37.493242 0.9910998
MOLUNGU-CEDRO -1.5125 -30.7901590 27.765159 1.0000000
MONJOLEIRO-CEDRO -0.1400 -27.7432416 27.463242 1.0000000
PASTAGEM-CEDRO 2.1800 -25.4232416 29.783242 1.0000000
FARINHA SECA-CORACAO DE NEGRO 4.6500 -22.9532416 32.253242 0.9999973
GENIPAPO-CORACAO DE NEGRO 16.0200 -11.5832416 43.623242 0.7366145
GUARAPEIRA-CORACAO DE NEGRO -6.9100 -36.1876590 22.367659 0.9998693
IPE-CORACAO DE NEGRO -8.8200 -36.4232416 18.783242 0.9969369
MATA-CORACAO DE NEGRO 25.6300 -1.9732416 53.233242 0.0940666
MOLUNGU-CORACAO DE NEGRO 14.2275 -15.0501590 43.505159 0.9040282
MONJOLEIRO-CORACAO DE NEGRO 15.6000 -12.0032416 43.203242 0.7690860
PASTAGEM-CORACAO DE NEGRO 17.9200 -9.6832416 45.523242 0.5753194
GENIPAPO-FARINHA SECA 11.3700 -16.2332416 38.973242 0.9710488
GUARAPEIRA-FARINHA SECA -11.5600 -40.8376590 17.717659 0.9794516
IPE-FARINHA SECA -13.4700 -41.0732416 14.133242 0.9013817
MATA-FARINHA SECA 20.9800 -6.6232416 48.583242 0.3238890
MOLUNGU-FARINHA SECA 9.5775 -19.7001590 38.855159 0.9961622
MONJOLEIRO-FARINHA SECA 10.9500 -16.6532416 38.553242 0.9786432
PASTAGEM-FARINHA SECA 13.2700 -14.3332416 40.873242 0.9105960
GUARAPEIRA-GENIPAPO -22.9300 -52.2076590 6.347659 0.2799812
IPE-GENIPAPO -24.8400 -52.4432416 2.763242 0.1191948
MATA-GENIPAPO 9.6100 -17.9932416 37.213242 0.9931362
MOLUNGU-GENIPAPO -1.7925 -31.0701590 27.485159 1.0000000
MONJOLEIRO-GENIPAPO -0.4200 -28.0232416 27.183242 1.0000000
PASTAGEM-GENIPAPO 1.9000 -25.7032416 29.503242 1.0000000
IPE-GUARAPEIRA -1.9100 -31.1876590 27.367659 1.0000000
MATA-GUARAPEIRA 32.5400 3.2623410 61.817659 0.0168972
MOLUNGU-GUARAPEIRA 21.1375 -9.7238623 51.998862 0.4893274
MONJOLEIRO-GUARAPEIRA 22.5100 -6.7676590 51.787659 0.3067532
PASTAGEM-GUARAPEIRA 24.8300 -4.4476590 54.107659 0.1782360
MATA-IPE 34.4500 6.8467584 62.053242 0.0039173
MOLUNGU-IPE 23.0475 -6.2301590 52.325159 0.2727630
MONJOLEIRO-IPE 24.4200 -3.1832416 52.023242 0.1346305
PASTAGEM-IPE 26.7400 -0.8632416 54.343242 0.0663735
MOLUNGU-MATA -11.4025 -40.6801590 17.875159 0.9816665
MONJOLEIRO-MATA -10.0300 -37.6332416 17.573242 0.9899131
PASTAGEM-MATA -7.7100 -35.3132416 19.893242 0.9992043
MONJOLEIRO-MOLUNGU 1.3725 -27.9051590 30.650159 1.0000000
PASTAGEM-MOLUNGU 3.6925 -25.5851590 32.970159 0.9999999
PASTAGEM-MONJOLEIRO 2.3200 -25.2832416 29.923242 1.0000000
Letras do Tukey:
$Especie
MATA PASTAGEM CAJA GENIPAPO CEDRO MONJOLEIRO
"a" "ab" "ab" "ab" "ab" "ab"
MOLUNGU FARINHA SECA CORACAO DE NEGRO AMOREIRA GUARAPEIRA AMARELINHO
"ab" "ab" "ab" "b" "b" "b"
IPE BORDAO DE VELHO
"b" "b"
########################### Variável: Zn ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 19.91 1.531 0.949 0.512
Residuals 53 85.57 1.615
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 0.562 0.635 53 -0.71178 1.84
AMOREIRA 0.680 0.568 53 -0.45975 1.82
BORDAO DE VELHO 0.310 0.568 53 -0.82975 1.45
CAJA 1.100 0.568 53 -0.03975 2.24
CEDRO 1.130 0.568 53 -0.00975 2.27
CORACAO DE NEGRO 0.480 0.568 53 -0.65975 1.62
FARINHA SECA 2.200 0.568 53 1.06025 3.34
GENIPAPO 1.010 0.568 53 -0.12975 2.15
GUARAPEIRA 0.300 0.635 53 -0.97428 1.57
IPE 0.390 0.568 53 -0.74975 1.53
MATA 1.670 0.568 53 0.53025 2.81
MOLUNGU 1.375 0.635 53 0.10072 2.65
MONJOLEIRO 1.330 0.568 53 0.19025 2.47
PASTAGEM 0.670 0.568 53 -0.46975 1.81
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.1175 -2.8773181 3.112318 1.0000000
BORDAO DE VELHO-AMARELINHO -0.2525 -3.2473181 2.742318 1.0000000
CAJA-AMARELINHO 0.5375 -2.4573181 3.532318 0.9999944
CEDRO-AMARELINHO 0.5675 -2.4273181 3.562318 0.9999893
CORACAO DE NEGRO-AMARELINHO -0.0825 -3.0773181 2.912318 1.0000000
FARINHA SECA-AMARELINHO 1.6375 -1.3573181 4.632318 0.8058488
GENIPAPO-AMARELINHO 0.4475 -2.5473181 3.442318 0.9999994
GUARAPEIRA-AMARELINHO -0.2625 -3.4193155 2.894315 1.0000000
IPE-AMARELINHO -0.1725 -3.1673181 2.822318 1.0000000
MATA-AMARELINHO 1.1075 -1.8873181 4.102318 0.9882267
MOLUNGU-AMARELINHO 0.8125 -2.3443155 3.969315 0.9996641
MONJOLEIRO-AMARELINHO 0.7675 -2.2273181 3.762318 0.9996792
PASTAGEM-AMARELINHO 0.1075 -2.8873181 3.102318 1.0000000
BORDAO DE VELHO-AMOREIRA -0.3700 -3.1935416 2.453542 0.9999999
CAJA-AMOREIRA 0.4200 -2.4035416 3.243542 0.9999994
CEDRO-AMOREIRA 0.4500 -2.3735416 3.273542 0.9999986
CORACAO DE NEGRO-AMOREIRA -0.2000 -3.0235416 2.623542 1.0000000
FARINHA SECA-AMOREIRA 1.5200 -1.3035416 4.343542 0.8217396
GENIPAPO-AMOREIRA 0.3300 -2.4935416 3.153542 1.0000000
GUARAPEIRA-AMOREIRA -0.3800 -3.3748181 2.614818 0.9999999
IPE-AMOREIRA -0.2900 -3.1135416 2.533542 1.0000000
MATA-AMOREIRA 0.9900 -1.8335416 3.813542 0.9926781
MOLUNGU-AMOREIRA 0.6950 -2.2998181 3.689818 0.9998916
MONJOLEIRO-AMOREIRA 0.6500 -2.1735416 3.473542 0.9999008
PASTAGEM-AMOREIRA -0.0100 -2.8335416 2.813542 1.0000000
CAJA-BORDAO DE VELHO 0.7900 -2.0335416 3.613542 0.9991902
CEDRO-BORDAO DE VELHO 0.8200 -2.0035416 3.643542 0.9988129
CORACAO DE NEGRO-BORDAO DE VELHO 0.1700 -2.6535416 2.993542 1.0000000
FARINHA SECA-BORDAO DE VELHO 1.8900 -0.9335416 4.713542 0.5265179
GENIPAPO-BORDAO DE VELHO 0.7000 -2.1235416 3.523542 0.9997758
GUARAPEIRA-BORDAO DE VELHO -0.0100 -3.0048181 2.984818 1.0000000
IPE-BORDAO DE VELHO 0.0800 -2.7435416 2.903542 1.0000000
MATA-BORDAO DE VELHO 1.3600 -1.4635416 4.183542 0.9094530
MOLUNGU-BORDAO DE VELHO 1.0650 -1.9298181 4.059818 0.9916793
MONJOLEIRO-BORDAO DE VELHO 1.0200 -1.8035416 3.843542 0.9904224
PASTAGEM-BORDAO DE VELHO 0.3600 -2.4635416 3.183542 0.9999999
CEDRO-CAJA 0.0300 -2.7935416 2.853542 1.0000000
CORACAO DE NEGRO-CAJA -0.6200 -3.4435416 2.203542 0.9999416
FARINHA SECA-CAJA 1.1000 -1.7235416 3.923542 0.9816189
GENIPAPO-CAJA -0.0900 -2.9135416 2.733542 1.0000000
GUARAPEIRA-CAJA -0.8000 -3.7948181 2.194818 0.9995011
IPE-CAJA -0.7100 -3.5335416 2.113542 0.9997386
MATA-CAJA 0.5700 -2.2535416 3.393542 0.9999777
MOLUNGU-CAJA 0.2750 -2.7198181 3.269818 1.0000000
MONJOLEIRO-CAJA 0.2300 -2.5935416 3.053542 1.0000000
PASTAGEM-CAJA -0.4300 -3.2535416 2.393542 0.9999992
CORACAO DE NEGRO-CEDRO -0.6500 -3.4735416 2.173542 0.9999008
FARINHA SECA-CEDRO 1.0700 -1.7535416 3.893542 0.9854543
GENIPAPO-CEDRO -0.1200 -2.9435416 2.703542 1.0000000
GUARAPEIRA-CEDRO -0.8300 -3.8248181 2.164818 0.9992662
IPE-CEDRO -0.7400 -3.5635416 2.083542 0.9995924
MATA-CEDRO 0.5400 -2.2835416 3.363542 0.9999881
MOLUNGU-CEDRO 0.2450 -2.7498181 3.239818 1.0000000
MONJOLEIRO-CEDRO 0.2000 -2.6235416 3.023542 1.0000000
PASTAGEM-CEDRO -0.4600 -3.2835416 2.363542 0.9999982
FARINHA SECA-CORACAO DE NEGRO 1.7200 -1.1035416 4.543542 0.6712186
GENIPAPO-CORACAO DE NEGRO 0.5300 -2.2935416 3.353542 0.9999904
GUARAPEIRA-CORACAO DE NEGRO -0.1800 -3.1748181 2.814818 1.0000000
IPE-CORACAO DE NEGRO -0.0900 -2.9135416 2.733542 1.0000000
MATA-CORACAO DE NEGRO 1.1900 -1.6335416 4.013542 0.9653458
MOLUNGU-CORACAO DE NEGRO 0.8950 -2.0998181 3.889818 0.9984149
MONJOLEIRO-CORACAO DE NEGRO 0.8500 -1.9735416 3.673542 0.9982947
PASTAGEM-CORACAO DE NEGRO 0.1900 -2.6335416 3.013542 1.0000000
GENIPAPO-FARINHA SECA -1.1900 -4.0135416 1.633542 0.9653458
GUARAPEIRA-FARINHA SECA -1.9000 -4.8948181 1.094818 0.6110514
IPE-FARINHA SECA -1.8100 -4.6335416 1.013542 0.5950844
MATA-FARINHA SECA -0.5300 -3.3535416 2.293542 0.9999904
MOLUNGU-FARINHA SECA -0.8250 -3.8198181 2.169818 0.9993109
MONJOLEIRO-FARINHA SECA -0.8700 -3.6935416 1.953542 0.9978519
PASTAGEM-FARINHA SECA -1.5300 -4.3535416 1.293542 0.8151584
GUARAPEIRA-GENIPAPO -0.7100 -3.7048181 2.284818 0.9998626
IPE-GENIPAPO -0.6200 -3.4435416 2.203542 0.9999416
MATA-GENIPAPO 0.6600 -2.1635416 3.483542 0.9998825
MOLUNGU-GENIPAPO 0.3650 -2.6298181 3.359818 0.9999999
MONJOLEIRO-GENIPAPO 0.3200 -2.5035416 3.143542 1.0000000
PASTAGEM-GENIPAPO -0.3400 -3.1635416 2.483542 1.0000000
IPE-GUARAPEIRA 0.0900 -2.9048181 3.084818 1.0000000
MATA-GUARAPEIRA 1.3700 -1.6248181 4.364818 0.9363619
MOLUNGU-GUARAPEIRA 1.0750 -2.0818155 4.231815 0.9944011
MONJOLEIRO-GUARAPEIRA 1.0300 -1.9648181 4.024818 0.9938631
PASTAGEM-GUARAPEIRA 0.3700 -2.6248181 3.364818 0.9999999
MATA-IPE 1.2800 -1.5435416 4.103542 0.9403297
MOLUNGU-IPE 0.9850 -2.0098181 3.979818 0.9959596
MONJOLEIRO-IPE 0.9400 -1.8835416 3.763542 0.9954686
PASTAGEM-IPE 0.2800 -2.5435416 3.103542 1.0000000
MOLUNGU-MATA -0.2950 -3.2898181 2.699818 1.0000000
MONJOLEIRO-MATA -0.3400 -3.1635416 2.483542 1.0000000
PASTAGEM-MATA -1.0000 -3.8235416 1.823542 0.9919800
MONJOLEIRO-MOLUNGU -0.0450 -3.0398181 2.949818 1.0000000
PASTAGEM-MOLUNGU -0.7050 -3.6998181 2.289818 0.9998730
PASTAGEM-MONJOLEIRO -0.6600 -3.4835416 2.163542 0.9998825
Letras do Tukey:
$Especie
$Especie$Letters
FARINHA SECA MATA MOLUNGU MONJOLEIRO CEDRO CAJA
"a" "a" "a" "a" "a" "a"
GENIPAPO AMOREIRA PASTAGEM AMARELINHO CORACAO DE NEGRO IPE
"a" "a" "a" "a" "a" "a"
BORDAO DE VELHO GUARAPEIRA
"a" "a"
$Especie$LetterMatrix
a
FARINHA SECA TRUE
MATA TRUE
MOLUNGU TRUE
MONJOLEIRO TRUE
CEDRO TRUE
CAJA TRUE
GENIPAPO TRUE
AMOREIRA TRUE
PASTAGEM TRUE
AMARELINHO TRUE
CORACAO DE NEGRO TRUE
IPE TRUE
BORDAO DE VELHO TRUE
GUARAPEIRA TRUE
########################### Variável: CTC ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 47.61 3.662 1.794 0.0684 .
Residuals 53 108.17 2.041
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 7.16 0.714 53 5.73 8.60
AMOREIRA 6.02 0.639 53 4.74 7.31
BORDAO DE VELHO 7.36 0.639 53 6.08 8.64
CAJA 6.67 0.639 53 5.39 7.95
CEDRO 7.45 0.639 53 6.16 8.73
CORACAO DE NEGRO 6.27 0.639 53 4.99 7.55
FARINHA SECA 6.66 0.639 53 5.38 7.94
GENIPAPO 5.95 0.639 53 4.67 7.24
GUARAPEIRA 8.84 0.714 53 7.41 10.27
IPE 7.32 0.639 53 6.04 8.60
MATA 7.25 0.639 53 5.97 8.53
MOLUNGU 5.74 0.714 53 4.31 7.18
MONJOLEIRO 7.60 0.639 53 6.32 8.88
PASTAGEM 5.49 0.639 53 4.21 6.77
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO -1.13995 -4.5071254 2.22722544 0.9946973
BORDAO DE VELHO-AMARELINHO 0.19405 -3.1731254 3.56122544 1.0000000
CAJA-AMARELINHO -0.49315 -3.8603254 2.87402544 0.9999995
CEDRO-AMARELINHO 0.28245 -3.0847254 3.64962544 1.0000000
CORACAO DE NEGRO-AMARELINHO -0.89495 -4.2621254 2.47222544 0.9995269
FARINHA SECA-AMARELINHO -0.50395 -3.8711254 2.86322544 0.9999994
GENIPAPO-AMARELINHO -1.20995 -4.5771254 2.15722544 0.9908649
GUARAPEIRA-AMARELINHO 1.67800 -1.8713146 5.22731456 0.9200745
IPE-AMARELINHO 0.15485 -3.2123254 3.52202544 1.0000000
MATA-AMARELINHO 0.08745 -3.2797254 3.45462544 1.0000000
MOLUNGU-AMARELINHO -1.42000 -4.9693146 2.12931456 0.9771032
MONJOLEIRO-AMARELINHO 0.43665 -2.9305254 3.80382544 0.9999999
PASTAGEM-AMARELINHO -1.67415 -5.0413254 1.69302544 0.8888379
BORDAO DE VELHO-AMOREIRA 1.33400 -1.8406034 4.50860345 0.9661339
CAJA-AMOREIRA 0.64680 -2.5278034 3.82140345 0.9999752
CEDRO-AMOREIRA 1.42240 -1.7522034 4.59700345 0.9451498
CORACAO DE NEGRO-AMOREIRA 0.24500 -2.9296034 3.41960345 1.0000000
FARINHA SECA-AMOREIRA 0.63600 -2.5386034 3.81060345 0.9999796
GENIPAPO-AMOREIRA -0.07000 -3.2446034 3.10460345 1.0000000
GUARAPEIRA-AMOREIRA 2.81795 -0.5492254 6.18512544 0.1935167
IPE-AMOREIRA 1.29480 -1.8798034 4.46940345 0.9732408
MATA-AMOREIRA 1.22740 -1.9472034 4.40200345 0.9827548
MOLUNGU-AMOREIRA -0.28005 -3.6472254 3.08712544 1.0000000
MONJOLEIRO-AMOREIRA 1.57660 -1.5980034 4.75120345 0.8896385
PASTAGEM-AMOREIRA -0.53420 -3.7088034 2.64040345 0.9999974
CAJA-BORDAO DE VELHO -0.68720 -3.8618034 2.48740345 0.9999504
CEDRO-BORDAO DE VELHO 0.08840 -3.0862034 3.26300345 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO -1.08900 -4.2636034 2.08560345 0.9940085
FARINHA SECA-BORDAO DE VELHO -0.69800 -3.8726034 2.47660345 0.9999408
GENIPAPO-BORDAO DE VELHO -1.40400 -4.5786034 1.77060345 0.9501241
GUARAPEIRA-BORDAO DE VELHO 1.48395 -1.8832254 4.85112544 0.9513979
IPE-BORDAO DE VELHO -0.03920 -3.2138034 3.13540345 1.0000000
MATA-BORDAO DE VELHO -0.10660 -3.2812034 3.06800345 1.0000000
MOLUNGU-BORDAO DE VELHO -1.61405 -4.9812254 1.75312544 0.9123010
MONJOLEIRO-BORDAO DE VELHO 0.24260 -2.9320034 3.41720345 1.0000000
PASTAGEM-BORDAO DE VELHO -1.86820 -5.0428034 1.30640345 0.7186472
CEDRO-CAJA 0.77560 -2.3990034 3.95020345 0.9998089
CORACAO DE NEGRO-CAJA -0.40180 -3.5764034 2.77280345 0.9999999
FARINHA SECA-CAJA -0.01080 -3.1854034 3.16380345 1.0000000
GENIPAPO-CAJA -0.71680 -3.8914034 2.45780345 0.9999201
GUARAPEIRA-CAJA 2.17115 -1.1960254 5.53832544 0.5859825
IPE-CAJA 0.64800 -2.5266034 3.82260345 0.9999746
MATA-CAJA 0.58060 -2.5940034 3.75520345 0.9999929
MOLUNGU-CAJA -0.92685 -4.2940254 2.44032544 0.9993165
MONJOLEIRO-CAJA 0.92980 -2.2448034 4.10440345 0.9987062
PASTAGEM-CAJA -1.18100 -4.3556034 1.99360345 0.9875993
CORACAO DE NEGRO-CEDRO -1.17740 -4.3520034 1.99720345 0.9879245
FARINHA SECA-CEDRO -0.78640 -3.9610034 2.38820345 0.9997778
GENIPAPO-CEDRO -1.49240 -4.6670034 1.68220345 0.9230851
GUARAPEIRA-CEDRO 1.39555 -1.9716254 4.76272544 0.9696004
IPE-CEDRO -0.12760 -3.3022034 3.04700345 1.0000000
MATA-CEDRO -0.19500 -3.3696034 2.97960345 1.0000000
MOLUNGU-CEDRO -1.70245 -5.0696254 1.66472544 0.8765839
MONJOLEIRO-CEDRO 0.15420 -3.0204034 3.32880345 1.0000000
PASTAGEM-CEDRO -1.95660 -5.1312034 1.21800345 0.6543469
FARINHA SECA-CORACAO DE NEGRO 0.39100 -2.7836034 3.56560345 0.9999999
GENIPAPO-CORACAO DE NEGRO -0.31500 -3.4896034 2.85960345 1.0000000
GUARAPEIRA-CORACAO DE NEGRO 2.57295 -0.7942254 5.94012544 0.3158842
IPE-CORACAO DE NEGRO 1.04980 -2.1248034 4.22440345 0.9957469
MATA-CORACAO DE NEGRO 0.98240 -2.1922034 4.15700345 0.9977586
MOLUNGU-CORACAO DE NEGRO -0.52505 -3.8922254 2.84212544 0.9999990
MONJOLEIRO-CORACAO DE NEGRO 1.33160 -1.8430034 4.50620345 0.9666054
PASTAGEM-CORACAO DE NEGRO -0.77920 -3.9538034 2.39540345 0.9997990
GENIPAPO-FARINHA SECA -0.70600 -3.8806034 2.46860345 0.9999327
GUARAPEIRA-FARINHA SECA 2.18195 -1.1852254 5.54912544 0.5782110
IPE-FARINHA SECA 0.65880 -2.5158034 3.83340345 0.9999693
MATA-FARINHA SECA 0.59140 -2.5832034 3.76600345 0.9999912
MOLUNGU-FARINHA SECA -0.91605 -4.2832254 2.45112544 0.9993954
MONJOLEIRO-FARINHA SECA 0.94060 -2.2340034 4.11520345 0.9985462
PASTAGEM-FARINHA SECA -1.17020 -4.3448034 2.00440345 0.9885547
GUARAPEIRA-GENIPAPO 2.88795 -0.4792254 6.25512544 0.1658853
IPE-GENIPAPO 1.36480 -1.8098034 4.53940345 0.9596394
MATA-GENIPAPO 1.29740 -1.8772034 4.47200345 0.9728075
MOLUNGU-GENIPAPO -0.21005 -3.5772254 3.15712544 1.0000000
MONJOLEIRO-GENIPAPO 1.64660 -1.5280034 4.82120345 0.8560043
PASTAGEM-GENIPAPO -0.46420 -3.6388034 2.71040345 0.9999995
IPE-GUARAPEIRA -1.52315 -4.8903254 1.84402544 0.9412455
MATA-GUARAPEIRA -1.59055 -4.9577254 1.77662544 0.9205297
MOLUNGU-GUARAPEIRA -3.09800 -6.6473146 0.45131456 0.1477034
MONJOLEIRO-GUARAPEIRA -1.24135 -4.6085254 2.12582544 0.9885413
PASTAGEM-GUARAPEIRA -3.35215 -6.7193254 0.01502544 0.0520945
MATA-IPE -0.06740 -3.2420034 3.10720345 1.0000000
MOLUNGU-IPE -1.57485 -4.9420254 1.79232544 0.9257341
MONJOLEIRO-IPE 0.28180 -2.8928034 3.45640345 1.0000000
PASTAGEM-IPE -1.82900 -5.0036034 1.34560345 0.7458119
MOLUNGU-MATA -1.50745 -4.8746254 1.85972544 0.9454740
MONJOLEIRO-MATA 0.34920 -2.8254034 3.52380345 1.0000000
PASTAGEM-MATA -1.76160 -4.9362034 1.41300345 0.7899455
MONJOLEIRO-MOLUNGU 1.85665 -1.5105254 5.22382544 0.7968809
PASTAGEM-MOLUNGU -0.25415 -3.6213254 3.11302544 1.0000000
PASTAGEM-MONJOLEIRO -2.11080 -5.2854034 1.06380345 0.5372993
Letras do Tukey:
$Especie
$Especie$Letters
GUARAPEIRA MONJOLEIRO CEDRO BORDAO DE VELHO IPE MATA
"a" "a" "a" "a" "a" "a"
AMARELINHO CAJA FARINHA SECA CORACAO DE NEGRO AMOREIRA GENIPAPO
"a" "a" "a" "a" "a" "a"
MOLUNGU PASTAGEM
"a" "a"
$Especie$LetterMatrix
a
GUARAPEIRA TRUE
MONJOLEIRO TRUE
CEDRO TRUE
BORDAO DE VELHO TRUE
IPE TRUE
MATA TRUE
AMARELINHO TRUE
CAJA TRUE
FARINHA SECA TRUE
CORACAO DE NEGRO TRUE
AMOREIRA TRUE
GENIPAPO TRUE
MOLUNGU TRUE
PASTAGEM TRUE
########################### Variável: Soma ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 32.74 2.519 1.563 0.126
Residuals 53 85.41 1.612
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 3.58 0.635 53 2.31 4.86
AMOREIRA 4.55 0.568 53 3.41 5.69
BORDAO DE VELHO 3.99 0.568 53 2.85 5.13
CAJA 5.01 0.568 53 3.87 6.15
CEDRO 4.92 0.568 53 3.79 6.06
CORACAO DE NEGRO 4.48 0.568 53 3.34 5.62
FARINHA SECA 5.13 0.568 53 3.99 6.27
GENIPAPO 4.95 0.568 53 3.81 6.09
GUARAPEIRA 4.89 0.635 53 3.62 6.17
IPE 4.17 0.568 53 3.03 5.31
MATA 5.85 0.568 53 4.71 6.99
MOLUNGU 4.61 0.635 53 3.33 5.88
MONJOLEIRO 5.93 0.568 53 4.79 7.07
PASTAGEM 3.51 0.568 53 2.37 4.65
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.96405 -2.0280336 3.9561336 0.9966809
BORDAO DE VELHO-AMARELINHO 0.40685 -2.5852336 3.3989336 0.9999998
CAJA-AMARELINHO 1.42585 -1.5662336 4.4179336 0.9156747
CEDRO-AMARELINHO 1.34145 -1.6506336 4.3335336 0.9449036
CORACAO DE NEGRO-AMARELINHO 0.89825 -2.0938336 3.8903336 0.9983412
FARINHA SECA-AMARELINHO 1.54505 -1.4470336 4.5371336 0.8597550
GENIPAPO-AMARELINHO 1.36605 -1.6260336 4.3581336 0.9372445
GUARAPEIRA-AMARELINHO 1.31175 -1.8421830 4.4656830 0.9687515
IPE-AMARELINHO 0.58945 -2.4026336 3.5815336 0.9999832
MATA-AMARELINHO 2.27045 -0.7216336 5.2625336 0.3263431
MOLUNGU-AMARELINHO 1.02475 -2.1291830 4.1786830 0.9964032
MONJOLEIRO-AMARELINHO 2.34765 -0.6444336 5.3397336 0.2773965
PASTAGEM-AMARELINHO -0.07615 -3.0682336 2.9159336 1.0000000
BORDAO DE VELHO-AMOREIRA -0.55720 -3.3781634 2.2637634 0.9999826
CAJA-AMOREIRA 0.46180 -2.3591634 3.2827634 0.9999981
CEDRO-AMOREIRA 0.37740 -2.4435634 3.1983634 0.9999998
CORACAO DE NEGRO-AMOREIRA -0.06580 -2.8867634 2.7551634 1.0000000
FARINHA SECA-AMOREIRA 0.58100 -2.2399634 3.4019634 0.9999719
GENIPAPO-AMOREIRA 0.40200 -2.4189634 3.2229634 0.9999997
GUARAPEIRA-AMOREIRA 0.34770 -2.6443836 3.3397836 1.0000000
IPE-AMOREIRA -0.37460 -3.1955634 2.4463634 0.9999999
MATA-AMOREIRA 1.30640 -1.5145634 4.1273634 0.9306434
MOLUNGU-AMOREIRA 0.06070 -2.9313836 3.0527836 1.0000000
MONJOLEIRO-AMOREIRA 1.38360 -1.4373634 4.2045634 0.8980896
PASTAGEM-AMOREIRA -1.04020 -3.8611634 1.7807634 0.9885203
CAJA-BORDAO DE VELHO 1.01900 -1.8019634 3.8399634 0.9904282
CEDRO-BORDAO DE VELHO 0.93460 -1.8863634 3.7555634 0.9956711
CORACAO DE NEGRO-BORDAO DE VELHO 0.49140 -2.3295634 3.3123634 0.9999960
FARINHA SECA-BORDAO DE VELHO 1.13820 -1.6827634 3.9591634 0.9754714
GENIPAPO-BORDAO DE VELHO 0.95920 -1.8617634 3.7801634 0.9944780
GUARAPEIRA-BORDAO DE VELHO 0.90490 -2.0871836 3.8969836 0.9982144
IPE-BORDAO DE VELHO 0.18260 -2.6383634 3.0035634 1.0000000
MATA-BORDAO DE VELHO 1.86360 -0.9573634 4.6845634 0.5476375
MOLUNGU-BORDAO DE VELHO 0.61790 -2.3741836 3.6099836 0.9999710
MONJOLEIRO-BORDAO DE VELHO 1.94080 -0.8801634 4.7617634 0.4820473
PASTAGEM-BORDAO DE VELHO -0.48300 -3.3039634 2.3379634 0.9999968
CEDRO-CAJA -0.08440 -2.9053634 2.7365634 1.0000000
CORACAO DE NEGRO-CAJA -0.52760 -3.3485634 2.2933634 0.9999908
FARINHA SECA-CAJA 0.11920 -2.7017634 2.9401634 1.0000000
GENIPAPO-CAJA -0.05980 -2.8807634 2.7611634 1.0000000
GUARAPEIRA-CAJA -0.11410 -3.1061836 2.8779836 1.0000000
IPE-CAJA -0.83640 -3.6573634 1.9845634 0.9985360
MATA-CAJA 0.84460 -1.9763634 3.6655634 0.9983853
MOLUNGU-CAJA -0.40110 -3.3931836 2.5909836 0.9999998
MONJOLEIRO-CAJA 0.92180 -1.8991634 3.7427634 0.9962021
PASTAGEM-CAJA -1.50200 -4.3229634 1.3189634 0.8324139
CORACAO DE NEGRO-CEDRO -0.44320 -3.2641634 2.3777634 0.9999989
FARINHA SECA-CEDRO 0.20360 -2.6173634 3.0245634 1.0000000
GENIPAPO-CEDRO 0.02460 -2.7963634 2.8455634 1.0000000
GUARAPEIRA-CEDRO -0.02970 -3.0217836 2.9623836 1.0000000
IPE-CEDRO -0.75200 -3.5729634 2.0689634 0.9995119
MATA-CEDRO 0.92900 -1.8919634 3.7499634 0.9959105
MOLUNGU-CEDRO -0.31670 -3.3087836 2.6753836 1.0000000
MONJOLEIRO-CEDRO 1.00620 -1.8147634 3.8271634 0.9914509
PASTAGEM-CEDRO -1.41760 -4.2385634 1.4033634 0.8811614
FARINHA SECA-CORACAO DE NEGRO 0.64680 -2.1741634 3.4677634 0.9999052
GENIPAPO-CORACAO DE NEGRO 0.46780 -2.3531634 3.2887634 0.9999978
GUARAPEIRA-CORACAO DE NEGRO 0.41350 -2.5785836 3.4055836 0.9999998
IPE-CORACAO DE NEGRO -0.30880 -3.1297634 2.5121634 1.0000000
MATA-CORACAO DE NEGRO 1.37220 -1.4487634 4.1931634 0.9034097
MOLUNGU-CORACAO DE NEGRO 0.12650 -2.8655836 3.1185836 1.0000000
MONJOLEIRO-CORACAO DE NEGRO 1.44940 -1.3715634 4.2703634 0.8639016
PASTAGEM-CORACAO DE NEGRO -0.97440 -3.7953634 1.8465634 0.9936146
GENIPAPO-FARINHA SECA -0.17900 -2.9999634 2.6419634 1.0000000
GUARAPEIRA-FARINHA SECA -0.23330 -3.2253836 2.7587836 1.0000000
IPE-FARINHA SECA -0.95560 -3.7765634 1.8653634 0.9946678
MATA-FARINHA SECA 0.72540 -2.0955634 3.5463634 0.9996674
MOLUNGU-FARINHA SECA -0.52030 -3.5123836 2.4717836 0.9999961
MONJOLEIRO-FARINHA SECA 0.80260 -2.0183634 3.6235634 0.9990377
PASTAGEM-FARINHA SECA -1.62120 -4.4421634 1.1997634 0.7489085
GUARAPEIRA-GENIPAPO -0.05430 -3.0463836 2.9377836 1.0000000
IPE-GENIPAPO -0.77660 -3.5975634 2.0443634 0.9993156
MATA-GENIPAPO 0.90440 -1.9165634 3.7253634 0.9968363
MOLUNGU-GENIPAPO -0.34130 -3.3333836 2.6507836 1.0000000
MONJOLEIRO-GENIPAPO 0.98160 -1.8393634 3.8025634 0.9931688
PASTAGEM-GENIPAPO -1.44220 -4.2631634 1.3787634 0.8679290
IPE-GUARAPEIRA -0.72230 -3.7143836 2.2697836 0.9998324
MATA-GUARAPEIRA 0.95870 -2.0333836 3.9507836 0.9968541
MOLUNGU-GUARAPEIRA -0.28700 -3.4409330 2.8669330 1.0000000
MONJOLEIRO-GUARAPEIRA 1.03590 -1.9561836 4.0279836 0.9934776
PASTAGEM-GUARAPEIRA -1.38790 -4.3799836 1.6041836 0.9298554
MATA-IPE 1.68100 -1.1399634 4.5019634 0.7018960
MOLUNGU-IPE 0.43530 -2.5567836 3.4273836 0.9999995
MONJOLEIRO-IPE 1.75820 -1.0627634 4.5791634 0.6378589
PASTAGEM-IPE -0.66560 -3.4865634 2.1553634 0.9998697
MOLUNGU-MATA -1.24570 -4.2377836 1.7463836 0.9685012
MONJOLEIRO-MATA 0.07720 -2.7437634 2.8981634 1.0000000
PASTAGEM-MATA -2.34660 -5.1675634 0.4743634 0.2007073
MONJOLEIRO-MOLUNGU 1.32290 -1.6691836 4.3149836 0.9502291
PASTAGEM-MOLUNGU -1.10090 -4.0929836 1.8911836 0.9887372
PASTAGEM-MONJOLEIRO -2.42380 -5.2447634 0.3971634 0.1639735
Letras do Tukey:
$Especie
$Especie$Letters
MONJOLEIRO MATA FARINHA SECA CAJA GENIPAPO CEDRO
"a" "a" "a" "a" "a" "a"
GUARAPEIRA MOLUNGU AMOREIRA CORACAO DE NEGRO IPE BORDAO DE VELHO
"a" "a" "a" "a" "a" "a"
AMARELINHO PASTAGEM
"a" "a"
$Especie$LetterMatrix
a
MONJOLEIRO TRUE
MATA TRUE
FARINHA SECA TRUE
CAJA TRUE
GENIPAPO TRUE
CEDRO TRUE
GUARAPEIRA TRUE
MOLUNGU TRUE
AMOREIRA TRUE
CORACAO DE NEGRO TRUE
IPE TRUE
BORDAO DE VELHO TRUE
AMARELINHO TRUE
PASTAGEM TRUE
########################### Variável: SAT ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 7201 553.9 5.274 6.17e-06 ***
Residuals 53 5567 105.0
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 50.7 5.12 53 40.4 61.0
AMOREIRA 76.9 4.58 53 67.8 86.1
BORDAO DE VELHO 55.5 4.58 53 46.4 64.7
CAJA 77.3 4.58 53 68.1 86.5
CEDRO 65.9 4.58 53 56.7 75.1
CORACAO DE NEGRO 70.6 4.58 53 61.4 79.8
FARINHA SECA 74.0 4.58 53 64.8 83.1
GENIPAPO 82.8 4.58 53 73.7 92.0
GUARAPEIRA 55.4 5.12 53 45.1 65.7
IPE 56.7 4.58 53 47.5 65.9
MATA 80.1 4.58 53 70.9 89.3
MOLUNGU 80.4 5.12 53 70.1 90.7
MONJOLEIRO 78.2 4.58 53 69.0 87.4
PASTAGEM 64.1 4.58 53 54.9 73.3
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 26.24565 2.0906996 50.400600 0.0217303
BORDAO DE VELHO-AMARELINHO 4.84145 -19.3135004 28.996400 0.9999794
CAJA-AMARELINHO 26.60305 2.4480996 50.758000 0.0187215
CEDRO-AMARELINHO 15.15485 -9.0001004 39.309800 0.6279534
CORACAO DE NEGRO-AMARELINHO 19.91285 -4.2421004 44.067800 0.2116985
FARINHA SECA-AMARELINHO 23.25105 -0.9039004 47.406000 0.0700893
GENIPAPO-AMARELINHO 32.14005 7.9850996 56.295000 0.0015337
GUARAPEIRA-AMARELINHO 4.69350 -20.7680533 30.155053 0.9999923
IPE-AMARELINHO 6.01385 -18.1411004 30.168800 0.9997653
MATA-AMARELINHO 29.36605 5.2110996 53.521000 0.0055966
MOLUNGU-AMARELINHO 29.71025 4.2486967 55.171803 0.0094813
MONJOLEIRO-AMARELINHO 27.49905 3.3440996 51.654000 0.0127868
PASTAGEM-AMARELINHO 13.43865 -10.7163004 37.593600 0.7870513
BORDAO DE VELHO-AMOREIRA -21.40420 -44.1777056 1.369306 0.0854006
CAJA-AMOREIRA 0.35740 -22.4161056 23.130906 1.0000000
CEDRO-AMOREIRA -11.09080 -33.8643056 11.682706 0.9026637
CORACAO DE NEGRO-AMOREIRA -6.33280 -29.1063056 16.440706 0.9992402
FARINHA SECA-AMOREIRA -2.99460 -25.7681056 19.778906 0.9999999
GENIPAPO-AMOREIRA 5.89440 -16.8791056 28.667906 0.9996433
GUARAPEIRA-AMOREIRA -21.55215 -45.7071004 2.602800 0.1267653
IPE-AMOREIRA -20.23180 -43.0053056 2.541706 0.1307236
MATA-AMOREIRA 3.12040 -19.6531056 25.893906 0.9999998
MOLUNGU-AMOREIRA 3.46460 -20.6903504 27.619550 0.9999996
MONJOLEIRO-AMOREIRA 1.25340 -21.5201056 24.026906 1.0000000
PASTAGEM-AMOREIRA -12.80700 -35.5805056 9.966506 0.7748445
CAJA-BORDAO DE VELHO 21.76160 -1.0119056 44.535106 0.0745450
CEDRO-BORDAO DE VELHO 10.31340 -12.4601056 33.086906 0.9407640
CORACAO DE NEGRO-BORDAO DE VELHO 15.07140 -7.7021056 37.844906 0.5448073
FARINHA SECA-BORDAO DE VELHO 18.40960 -4.3639056 41.183106 0.2366923
GENIPAPO-BORDAO DE VELHO 27.29860 4.5250944 50.072106 0.0067376
GUARAPEIRA-BORDAO DE VELHO -0.14795 -24.3029004 24.007000 1.0000000
IPE-BORDAO DE VELHO 1.17240 -21.6011056 23.945906 1.0000000
MATA-BORDAO DE VELHO 24.52460 1.7510944 47.298106 0.0239280
MOLUNGU-BORDAO DE VELHO 24.86880 0.7138496 49.023750 0.0379126
MONJOLEIRO-BORDAO DE VELHO 22.65760 -0.1159056 45.431106 0.0523950
PASTAGEM-BORDAO DE VELHO 8.59720 -14.1763056 31.370706 0.9859242
CEDRO-CAJA -11.44820 -34.2217056 11.325306 0.8809042
CORACAO DE NEGRO-CAJA -6.69020 -29.4637056 16.083306 0.9986662
FARINHA SECA-CAJA -3.35200 -26.1255056 19.421506 0.9999995
GENIPAPO-CAJA 5.53700 -17.2365056 28.310506 0.9998187
GUARAPEIRA-CAJA -21.90955 -46.0645004 2.245400 0.1124557
IPE-CAJA -20.58920 -43.3627056 2.184306 0.1152042
MATA-CAJA 2.76300 -20.0105056 25.536506 1.0000000
MOLUNGU-CAJA 3.10720 -21.0477504 27.262150 0.9999999
MONJOLEIRO-CAJA 0.89600 -21.8775056 23.669506 1.0000000
PASTAGEM-CAJA -13.16440 -35.9379056 9.609106 0.7416480
CORACAO DE NEGRO-CEDRO 4.75800 -18.0155056 27.531506 0.9999669
FARINHA SECA-CEDRO 8.09620 -14.6773056 30.869706 0.9917013
GENIPAPO-CEDRO 16.98520 -5.7883056 39.758706 0.3527425
GUARAPEIRA-CEDRO -10.46135 -34.6163004 13.693600 0.9573250
IPE-CEDRO -9.14100 -31.9145056 13.632506 0.9764849
MATA-CEDRO 14.21120 -8.5623056 36.984706 0.6360406
MOLUNGU-CEDRO 14.55540 -9.5995504 38.710350 0.6865324
MONJOLEIRO-CEDRO 12.34420 -10.4293056 35.117706 0.8148405
PASTAGEM-CEDRO -1.71620 -24.4897056 21.057306 1.0000000
FARINHA SECA-CORACAO DE NEGRO 3.33820 -19.4353056 26.111706 0.9999995
GENIPAPO-CORACAO DE NEGRO 12.22720 -10.5463056 35.000706 0.8243562
GUARAPEIRA-CORACAO DE NEGRO -15.21935 -39.3743004 8.935600 0.6215425
IPE-CORACAO DE NEGRO -13.89900 -36.6725056 8.874506 0.6685225
MATA-CORACAO DE NEGRO 9.45320 -13.3203056 32.226706 0.9692289
MOLUNGU-CORACAO DE NEGRO 9.79740 -14.3575504 33.952350 0.9744072
MONJOLEIRO-CORACAO DE NEGRO 7.58620 -15.1873056 30.359706 0.9954429
PASTAGEM-CORACAO DE NEGRO -6.47420 -29.2477056 16.299306 0.9990455
GENIPAPO-FARINHA SECA 8.88900 -13.8845056 31.662506 0.9813249
GUARAPEIRA-FARINHA SECA -18.55755 -42.7125004 5.597400 0.3078566
IPE-FARINHA SECA -17.23720 -40.0107056 5.536306 0.3301782
MATA-FARINHA SECA 6.11500 -16.6585056 28.888506 0.9994731
MOLUNGU-FARINHA SECA 6.45920 -17.6957504 30.614150 0.9994956
MONJOLEIRO-FARINHA SECA 4.24800 -18.5255056 27.021506 0.9999911
PASTAGEM-FARINHA SECA -9.81240 -32.5859056 12.961106 0.9589529
GUARAPEIRA-GENIPAPO -27.44655 -51.6015004 -3.291600 0.0130794
IPE-GENIPAPO -26.12620 -48.8997056 -3.352694 0.0116662
MATA-GENIPAPO -2.77400 -25.5475056 19.999506 0.9999999
MOLUNGU-GENIPAPO -2.42980 -26.5847504 21.725150 1.0000000
MONJOLEIRO-GENIPAPO -4.64100 -27.4145056 18.132506 0.9999751
PASTAGEM-GENIPAPO -18.70140 -41.4749056 4.072106 0.2165230
IPE-GUARAPEIRA 1.32035 -22.8346004 25.475300 1.0000000
MATA-GUARAPEIRA 24.67255 0.5175996 48.827500 0.0409441
MOLUNGU-GUARAPEIRA 25.01675 -0.4448033 50.478303 0.0586459
MONJOLEIRO-GUARAPEIRA 22.80555 -1.3494004 46.960500 0.0823271
PASTAGEM-GUARAPEIRA 8.74515 -15.4098004 32.900100 0.9902333
MATA-IPE 23.35220 0.5786944 46.125706 0.0394321
MOLUNGU-IPE 23.69640 -0.4585504 47.851350 0.0594535
MONJOLEIRO-IPE 21.48520 -1.2883056 44.258706 0.0828296
PASTAGEM-IPE 7.42480 -15.3487056 30.198306 0.9962834
MOLUNGU-MATA 0.34420 -23.8107504 24.499150 1.0000000
MONJOLEIRO-MATA -1.86700 -24.6405056 20.906506 1.0000000
PASTAGEM-MATA -15.92740 -38.7009056 6.846106 0.4553456
MONJOLEIRO-MOLUNGU -2.21120 -26.3661504 21.943750 1.0000000
PASTAGEM-MOLUNGU -16.27160 -40.4265504 7.883350 0.5162689
PASTAGEM-MONJOLEIRO -14.06040 -36.8339056 8.713106 0.6518054
Letras do Tukey:
$Especie
GENIPAPO MOLUNGU MATA MONJOLEIRO CAJA AMOREIRA
"a" "ab" "a" "abc" "abc" "abc"
FARINHA SECA CORACAO DE NEGRO CEDRO PASTAGEM IPE BORDAO DE VELHO
"abcd" "abcd" "abcd" "abcd" "bcd" "cd"
GUARAPEIRA AMARELINHO
"bcd" "d"
########################### Variável: SAT_Al ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 14.69 1.1298 1.255 0.269
Residuals 53 47.71 0.9002
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 1.505 0.474 53 0.55376 2.457
AMOREIRA 0.000 0.424 53 -0.85104 0.851
BORDAO DE VELHO 0.839 0.424 53 -0.01244 1.690
CAJA 0.000 0.424 53 -0.85104 0.851
CEDRO 0.829 0.424 53 -0.02224 1.680
CORACAO DE NEGRO 0.000 0.424 53 -0.85104 0.851
FARINHA SECA 0.000 0.424 53 -0.85104 0.851
GENIPAPO 0.000 0.424 53 -0.85104 0.851
GUARAPEIRA 0.947 0.474 53 -0.00424 1.899
IPE 0.000 0.424 53 -0.85104 0.851
MATA 0.000 0.424 53 -0.85104 0.851
MOLUNGU 0.000 0.474 53 -0.95149 0.951
MONJOLEIRO 0.000 0.424 53 -0.85104 0.851
PASTAGEM 0.000 0.424 53 -0.85104 0.851
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO -1.505250e+00 -3.741457 0.7309571 0.5174883
BORDAO DE VELHO-AMARELINHO -6.666500e-01 -2.902857 1.5695571 0.9984535
CAJA-AMARELINHO -1.505250e+00 -3.741457 0.7309571 0.5174883
CEDRO-AMARELINHO -6.764500e-01 -2.912657 1.5597571 0.9982105
CORACAO DE NEGRO-AMARELINHO -1.505250e+00 -3.741457 0.7309571 0.5174883
FARINHA SECA-AMARELINHO -1.505250e+00 -3.741457 0.7309571 0.5174883
GENIPAPO-AMARELINHO -1.505250e+00 -3.741457 0.7309571 0.5174883
GUARAPEIRA-AMARELINHO -5.580000e-01 -2.915169 1.7991693 0.9998649
IPE-AMARELINHO -1.505250e+00 -3.741457 0.7309571 0.5174883
MATA-AMARELINHO -1.505250e+00 -3.741457 0.7309571 0.5174883
MOLUNGU-AMARELINHO -1.505250e+00 -3.862419 0.8519193 0.6010214
MONJOLEIRO-AMARELINHO -1.505250e+00 -3.741457 0.7309571 0.5174883
PASTAGEM-AMARELINHO -1.505250e+00 -3.741457 0.7309571 0.5174883
BORDAO DE VELHO-AMOREIRA 8.386000e-01 -1.269716 2.9469163 0.9781672
CAJA-AMOREIRA -9.992007e-16 -2.108316 2.1083163 1.0000000
CEDRO-AMOREIRA 8.288000e-01 -1.279516 2.9371163 0.9801854
CORACAO DE NEGRO-AMOREIRA 1.665335e-16 -2.108316 2.1083163 1.0000000
FARINHA SECA-AMOREIRA -1.165734e-15 -2.108316 2.1083163 1.0000000
GENIPAPO-AMOREIRA -6.661338e-16 -2.108316 2.1083163 1.0000000
GUARAPEIRA-AMOREIRA 9.472500e-01 -1.288957 3.1834571 0.9639613
IPE-AMOREIRA -3.330669e-16 -2.108316 2.1083163 1.0000000
MATA-AMOREIRA 0.000000e+00 -2.108316 2.1083163 1.0000000
MOLUNGU-AMOREIRA 2.220446e-16 -2.236207 2.2362071 1.0000000
MONJOLEIRO-AMOREIRA -1.110223e-15 -2.108316 2.1083163 1.0000000
PASTAGEM-AMOREIRA 9.992007e-16 -2.108316 2.1083163 1.0000000
CAJA-BORDAO DE VELHO -8.386000e-01 -2.946916 1.2697163 0.9781672
CEDRO-BORDAO DE VELHO -9.800000e-03 -2.118116 2.0985163 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO -8.386000e-01 -2.946916 1.2697163 0.9781672
FARINHA SECA-BORDAO DE VELHO -8.386000e-01 -2.946916 1.2697163 0.9781672
GENIPAPO-BORDAO DE VELHO -8.386000e-01 -2.946916 1.2697163 0.9781672
GUARAPEIRA-BORDAO DE VELHO 1.086500e-01 -2.127557 2.3448571 1.0000000
IPE-BORDAO DE VELHO -8.386000e-01 -2.946916 1.2697163 0.9781672
MATA-BORDAO DE VELHO -8.386000e-01 -2.946916 1.2697163 0.9781672
MOLUNGU-BORDAO DE VELHO -8.386000e-01 -3.074807 1.3976071 0.9867069
MONJOLEIRO-BORDAO DE VELHO -8.386000e-01 -2.946916 1.2697163 0.9781672
PASTAGEM-BORDAO DE VELHO -8.386000e-01 -2.946916 1.2697163 0.9781672
CEDRO-CAJA 8.288000e-01 -1.279516 2.9371163 0.9801854
CORACAO DE NEGRO-CAJA 1.165734e-15 -2.108316 2.1083163 1.0000000
FARINHA SECA-CAJA -1.665335e-16 -2.108316 2.1083163 1.0000000
GENIPAPO-CAJA 3.330669e-16 -2.108316 2.1083163 1.0000000
GUARAPEIRA-CAJA 9.472500e-01 -1.288957 3.1834571 0.9639613
IPE-CAJA 6.661338e-16 -2.108316 2.1083163 1.0000000
MATA-CAJA 9.992007e-16 -2.108316 2.1083163 1.0000000
MOLUNGU-CAJA 1.221245e-15 -2.236207 2.2362071 1.0000000
MONJOLEIRO-CAJA -1.110223e-16 -2.108316 2.1083163 1.0000000
PASTAGEM-CAJA 1.998401e-15 -2.108316 2.1083163 1.0000000
CORACAO DE NEGRO-CEDRO -8.288000e-01 -2.937116 1.2795163 0.9801854
FARINHA SECA-CEDRO -8.288000e-01 -2.937116 1.2795163 0.9801854
GENIPAPO-CEDRO -8.288000e-01 -2.937116 1.2795163 0.9801854
GUARAPEIRA-CEDRO 1.184500e-01 -2.117757 2.3546571 1.0000000
IPE-CEDRO -8.288000e-01 -2.937116 1.2795163 0.9801854
MATA-CEDRO -8.288000e-01 -2.937116 1.2795163 0.9801854
MOLUNGU-CEDRO -8.288000e-01 -3.065007 1.4074071 0.9879963
MONJOLEIRO-CEDRO -8.288000e-01 -2.937116 1.2795163 0.9801854
PASTAGEM-CEDRO -8.288000e-01 -2.937116 1.2795163 0.9801854
FARINHA SECA-CORACAO DE NEGRO -1.332268e-15 -2.108316 2.1083163 1.0000000
GENIPAPO-CORACAO DE NEGRO -8.326673e-16 -2.108316 2.1083163 1.0000000
GUARAPEIRA-CORACAO DE NEGRO 9.472500e-01 -1.288957 3.1834571 0.9639613
IPE-CORACAO DE NEGRO -4.996004e-16 -2.108316 2.1083163 1.0000000
MATA-CORACAO DE NEGRO -1.665335e-16 -2.108316 2.1083163 1.0000000
MOLUNGU-CORACAO DE NEGRO 5.551115e-17 -2.236207 2.2362071 1.0000000
MONJOLEIRO-CORACAO DE NEGRO -1.276756e-15 -2.108316 2.1083163 1.0000000
PASTAGEM-CORACAO DE NEGRO 8.326673e-16 -2.108316 2.1083163 1.0000000
GENIPAPO-FARINHA SECA 4.996004e-16 -2.108316 2.1083163 1.0000000
GUARAPEIRA-FARINHA SECA 9.472500e-01 -1.288957 3.1834571 0.9639613
IPE-FARINHA SECA 8.326673e-16 -2.108316 2.1083163 1.0000000
MATA-FARINHA SECA 1.165734e-15 -2.108316 2.1083163 1.0000000
MOLUNGU-FARINHA SECA 1.387779e-15 -2.236207 2.2362071 1.0000000
MONJOLEIRO-FARINHA SECA 5.551115e-17 -2.108316 2.1083163 1.0000000
PASTAGEM-FARINHA SECA 2.164935e-15 -2.108316 2.1083163 1.0000000
GUARAPEIRA-GENIPAPO 9.472500e-01 -1.288957 3.1834571 0.9639613
IPE-GENIPAPO 3.330669e-16 -2.108316 2.1083163 1.0000000
MATA-GENIPAPO 6.661338e-16 -2.108316 2.1083163 1.0000000
MOLUNGU-GENIPAPO 8.881784e-16 -2.236207 2.2362071 1.0000000
MONJOLEIRO-GENIPAPO -4.440892e-16 -2.108316 2.1083163 1.0000000
PASTAGEM-GENIPAPO 1.665335e-15 -2.108316 2.1083163 1.0000000
IPE-GUARAPEIRA -9.472500e-01 -3.183457 1.2889571 0.9639613
MATA-GUARAPEIRA -9.472500e-01 -3.183457 1.2889571 0.9639613
MOLUNGU-GUARAPEIRA -9.472500e-01 -3.304419 1.4099193 0.9762592
MONJOLEIRO-GUARAPEIRA -9.472500e-01 -3.183457 1.2889571 0.9639613
PASTAGEM-GUARAPEIRA -9.472500e-01 -3.183457 1.2889571 0.9639613
MATA-IPE 3.330669e-16 -2.108316 2.1083163 1.0000000
MOLUNGU-IPE 5.551115e-16 -2.236207 2.2362071 1.0000000
MONJOLEIRO-IPE -7.771561e-16 -2.108316 2.1083163 1.0000000
PASTAGEM-IPE 1.332268e-15 -2.108316 2.1083163 1.0000000
MOLUNGU-MATA 2.220446e-16 -2.236207 2.2362071 1.0000000
MONJOLEIRO-MATA -1.110223e-15 -2.108316 2.1083163 1.0000000
PASTAGEM-MATA 9.992007e-16 -2.108316 2.1083163 1.0000000
MONJOLEIRO-MOLUNGU -1.332268e-15 -2.236207 2.2362071 1.0000000
PASTAGEM-MOLUNGU 7.771561e-16 -2.236207 2.2362071 1.0000000
PASTAGEM-MONJOLEIRO 2.109424e-15 -2.108316 2.1083163 1.0000000
Letras do Tukey:
$Especie
$Especie$Letters
AMARELINHO GUARAPEIRA BORDAO DE VELHO CEDRO AMOREIRA CAJA
"a" "a" "a" "a" "a" "a"
CORACAO DE NEGRO FARINHA SECA GENIPAPO IPE MATA MOLUNGU
"a" "a" "a" "a" "a" "a"
MONJOLEIRO PASTAGEM
"a" "a"
$Especie$LetterMatrix
a
AMARELINHO TRUE
GUARAPEIRA TRUE
BORDAO DE VELHO TRUE
CEDRO TRUE
AMOREIRA TRUE
CAJA TRUE
CORACAO DE NEGRO TRUE
FARINHA SECA TRUE
GENIPAPO TRUE
IPE TRUE
MATA TRUE
MOLUNGU TRUE
MONJOLEIRO TRUE
PASTAGEM TRUE
########################### Variável: SAT_K ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 321.2 24.706 2.788 0.00427 **
Residuals 53 469.7 8.862
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 5.82 1.49 53 2.829 8.80
AMOREIRA 9.58 1.33 53 6.908 12.25
BORDAO DE VELHO 5.49 1.33 53 2.822 8.16
CAJA 6.36 1.33 53 3.691 9.03
CEDRO 4.74 1.33 53 2.071 7.41
CORACAO DE NEGRO 8.13 1.33 53 5.459 10.80
FARINHA SECA 5.70 1.33 53 3.028 8.37
GENIPAPO 6.94 1.33 53 4.273 9.61
GUARAPEIRA 3.88 1.49 53 0.897 6.87
IPE 5.72 1.33 53 3.053 8.39
MATA 1.32 1.33 53 -1.354 3.99
MOLUNGU 8.36 1.49 53 5.378 11.35
MONJOLEIRO 6.58 1.33 53 3.907 9.25
PASTAGEM 2.22 1.33 53 -0.446 4.89
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 3.7638 -3.252821 10.7804210 0.8252552
BORDAO DE VELHO-AMARELINHO -0.3222 -7.338821 6.6944210 1.0000000
CAJA-AMARELINHO 0.5468 -6.469821 7.5634210 1.0000000
CEDRO-AMARELINHO -1.0732 -8.089821 5.9434210 0.9999992
CORACAO DE NEGRO-AMARELINHO 2.3142 -4.702421 9.3308210 0.9958517
FARINHA SECA-AMARELINHO -0.1162 -7.132821 6.9004210 1.0000000
GENIPAPO-AMARELINHO 1.1286 -5.888021 8.1452210 0.9999985
GUARAPEIRA-AMARELINHO -1.9320 -9.328168 5.4641679 0.9996065
IPE-AMARELINHO -0.0912 -7.107821 6.9254210 1.0000000
MATA-AMARELINHO -4.4988 -11.515421 2.5178210 0.5947834
MOLUNGU-AMARELINHO 2.5490 -4.847168 9.9451679 0.9937454
MONJOLEIRO-AMARELINHO 0.7626 -6.254021 7.7792210 1.0000000
PASTAGEM-AMARELINHO -3.5908 -10.607421 3.4258210 0.8671258
BORDAO DE VELHO-AMOREIRA -4.0860 -10.701334 2.5293337 0.6512025
CAJA-AMOREIRA -3.2170 -9.832334 3.3983337 0.9035845
CEDRO-AMOREIRA -4.8370 -11.452334 1.7783337 0.3838245
CORACAO DE NEGRO-AMOREIRA -1.4496 -8.064934 5.1657337 0.9999430
FARINHA SECA-AMOREIRA -3.8800 -10.495334 2.7353337 0.7230388
GENIPAPO-AMOREIRA -2.6352 -9.250534 3.9801337 0.9779006
GUARAPEIRA-AMOREIRA -5.6958 -12.712421 1.3208210 0.2312496
IPE-AMOREIRA -3.8550 -10.470334 2.7603337 0.7314101
MATA-AMOREIRA -8.2626 -14.877934 -1.6472663 0.0038754
MOLUNGU-AMOREIRA -1.2148 -8.231421 5.8018210 0.9999963
MONJOLEIRO-AMOREIRA -3.0012 -9.616534 3.6141337 0.9400075
PASTAGEM-AMOREIRA -7.3546 -13.969934 -0.7392663 0.0168416
CAJA-BORDAO DE VELHO 0.8690 -5.746334 7.4843337 0.9999999
CEDRO-BORDAO DE VELHO -0.7510 -7.366334 5.8643337 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO 2.6364 -3.978934 9.2517337 0.9778180
FARINHA SECA-BORDAO DE VELHO 0.2060 -6.409334 6.8213337 1.0000000
GENIPAPO-BORDAO DE VELHO 1.4508 -5.164534 8.0661337 0.9999425
GUARAPEIRA-BORDAO DE VELHO -1.6098 -8.626421 5.4068210 0.9999045
IPE-BORDAO DE VELHO 0.2310 -6.384334 6.8463337 1.0000000
MATA-BORDAO DE VELHO -4.1766 -10.791934 2.4387337 0.6184650
MOLUNGU-BORDAO DE VELHO 2.8712 -4.145421 9.8878210 0.9725303
MONJOLEIRO-BORDAO DE VELHO 1.0848 -5.530534 7.7001337 0.9999981
PASTAGEM-BORDAO DE VELHO -3.2686 -9.883934 3.3467337 0.8931669
CEDRO-CAJA -1.6200 -8.235334 4.9953337 0.9998039
CORACAO DE NEGRO-CAJA 1.7674 -4.847934 8.3827337 0.9995003
FARINHA SECA-CAJA -0.6630 -7.278334 5.9523337 1.0000000
GENIPAPO-CAJA 0.5818 -6.033534 7.1971337 1.0000000
GUARAPEIRA-CAJA -2.4788 -9.495421 4.5378210 0.9921602
IPE-CAJA -0.6380 -7.253334 5.9773337 1.0000000
MATA-CAJA -5.0456 -11.660934 1.5697337 0.3186516
MOLUNGU-CAJA 2.0022 -5.014421 9.0188210 0.9990081
MONJOLEIRO-CAJA 0.2158 -6.399534 6.8311337 1.0000000
PASTAGEM-CAJA -4.1376 -10.752934 2.4777337 0.6326143
CORACAO DE NEGRO-CEDRO 3.3874 -3.227934 10.0027337 0.8666599
FARINHA SECA-CEDRO 0.9570 -5.658334 7.5723337 0.9999996
GENIPAPO-CEDRO 2.2018 -4.413534 8.8171337 0.9954791
GUARAPEIRA-CEDRO -0.8588 -7.875421 6.1578210 0.9999999
IPE-CEDRO 0.9820 -5.633334 7.5973337 0.9999994
MATA-CEDRO -3.4256 -10.040934 3.1897337 0.8573999
MOLUNGU-CEDRO 3.6222 -3.394421 10.6388210 0.8599943
MONJOLEIRO-CEDRO 1.8358 -4.779534 8.4511337 0.9992562
PASTAGEM-CEDRO -2.5176 -9.132934 4.0977337 0.9849163
FARINHA SECA-CORACAO DE NEGRO -2.4304 -9.045734 4.1849337 0.9888837
GENIPAPO-CORACAO DE NEGRO -1.1856 -7.800934 5.4297337 0.9999944
GUARAPEIRA-CORACAO DE NEGRO -4.2462 -11.262821 2.7704210 0.6805532
IPE-CORACAO DE NEGRO -2.4054 -9.020734 4.2099337 0.9898523
MATA-CORACAO DE NEGRO -6.8130 -13.428334 -0.1976663 0.0377949
MOLUNGU-CORACAO DE NEGRO 0.2348 -6.781821 7.2514210 1.0000000
MONJOLEIRO-CORACAO DE NEGRO -1.5516 -8.166934 5.0637337 0.9998780
PASTAGEM-CORACAO DE NEGRO -5.9050 -12.520334 0.7103337 0.1263828
GENIPAPO-FARINHA SECA 1.2448 -5.370534 7.8601337 0.9999901
GUARAPEIRA-FARINHA SECA -1.8158 -8.832421 5.2008210 0.9996439
IPE-FARINHA SECA 0.0250 -6.590334 6.6403337 1.0000000
MATA-FARINHA SECA -4.3826 -10.997934 2.2327337 0.5431248
MOLUNGU-FARINHA SECA 2.6652 -4.351421 9.6818210 0.9851614
MONJOLEIRO-FARINHA SECA 0.8788 -5.736534 7.4941337 0.9999999
PASTAGEM-FARINHA SECA -3.4746 -10.089934 3.1407337 0.8450100
GUARAPEIRA-GENIPAPO -3.0606 -10.077221 3.9560210 0.9549797
IPE-GENIPAPO -1.2198 -7.835134 5.3955337 0.9999922
MATA-GENIPAPO -5.6274 -12.242734 0.9879337 0.1748563
MOLUNGU-GENIPAPO 1.4204 -5.596221 8.4370210 0.9999769
MONJOLEIRO-GENIPAPO -0.3660 -6.981334 6.2493337 1.0000000
PASTAGEM-GENIPAPO -4.7194 -11.334734 1.8959337 0.4231961
IPE-GUARAPEIRA 1.8408 -5.175821 8.8574210 0.9995880
MATA-GUARAPEIRA -2.5668 -9.583421 4.4498210 0.9892952
MOLUNGU-GUARAPEIRA 4.4810 -2.915168 11.8771679 0.6789454
MONJOLEIRO-GUARAPEIRA 2.6946 -4.322021 9.7112210 0.9837098
PASTAGEM-GUARAPEIRA -1.6588 -8.675421 5.3578210 0.9998668
MATA-IPE -4.4076 -11.022934 2.2077337 0.5339962
MOLUNGU-IPE 2.6402 -4.376421 9.6568210 0.9863141
MONJOLEIRO-IPE 0.8538 -5.761534 7.4691337 0.9999999
PASTAGEM-IPE -3.4996 -10.114934 3.1157337 0.8384712
MOLUNGU-MATA 7.0478 0.031179 14.0644210 0.0479884
MONJOLEIRO-MATA 5.2614 -1.353934 11.8767337 0.2585116
PASTAGEM-MATA 0.9080 -5.707334 7.5233337 0.9999998
MONJOLEIRO-MOLUNGU -1.7864 -8.803021 5.2302210 0.9997011
PASTAGEM-MOLUNGU -6.1398 -13.156421 0.8768210 0.1452096
PASTAGEM-MONJOLEIRO -4.3534 -10.968734 2.2619337 0.5538057
Letras do Tukey:
$Especie
AMOREIRA MOLUNGU CORACAO DE NEGRO GENIPAPO MONJOLEIRO CAJA
"a" "ab" "ab" "abc" "abc" "abc"
AMARELINHO IPE FARINHA SECA BORDAO DE VELHO CEDRO GUARAPEIRA
"abc" "abc" "abc" "abc" "abc" "abc"
PASTAGEM MATA
"bc" "c"
########################### Variável: SAT_Ca ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 4844 372.6 3.387 0.000807 ***
Residuals 53 5831 110.0
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 29.2 5.24 53 18.7 39.7
AMOREIRA 48.9 4.69 53 39.5 58.3
BORDAO DE VELHO 35.6 4.69 53 26.2 45.0
CAJA 54.0 4.69 53 44.6 63.4
CEDRO 42.6 4.69 53 33.2 52.0
CORACAO DE NEGRO 47.5 4.69 53 38.1 56.9
FARINHA SECA 50.8 4.69 53 41.4 60.2
GENIPAPO 54.2 4.69 53 44.8 63.6
GUARAPEIRA 32.8 5.24 53 22.3 43.3
IPE 35.4 4.69 53 26.0 44.8
MATA 51.1 4.69 53 41.7 60.5
MOLUNGU 47.7 5.24 53 37.2 58.2
MONJOLEIRO 57.9 4.69 53 48.5 67.3
PASTAGEM 51.9 4.69 53 42.5 61.3
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 19.66585 -5.05608529 44.387785 0.2582572
BORDAO DE VELHO-AMARELINHO 6.35365 -18.36828529 31.075585 0.9996693
CAJA-AMARELINHO 24.79805 0.07611471 49.519985 0.0485985
CEDRO-AMARELINHO 13.40965 -11.31228529 38.131585 0.8141324
CORACAO DE NEGRO-AMARELINHO 18.27325 -6.44868529 42.995185 0.3667501
FARINHA SECA-AMARELINHO 21.63065 -3.09128529 46.352585 0.1452986
GENIPAPO-AMARELINHO 24.98225 0.26031471 49.704185 0.0453495
GUARAPEIRA-AMARELINHO 3.58100 -22.47820790 29.640208 0.9999998
IPE-AMARELINHO 6.18545 -18.53648529 30.907385 0.9997524
MATA-AMARELINHO 21.89385 -2.82808529 46.615785 0.1336482
MOLUNGU-AMARELINHO 18.46800 -7.59120790 44.527208 0.4338968
MONJOLEIRO-AMARELINHO 28.71945 3.99751471 53.441385 0.0100155
PASTAGEM-AMARELINHO 22.72125 -2.00068529 47.443185 0.1018188
BORDAO DE VELHO-AMOREIRA -13.31220 -36.62026412 9.995864 0.7565039
CAJA-AMOREIRA 5.13220 -18.17586412 28.440264 0.9999398
CEDRO-AMOREIRA -6.25620 -29.56426412 17.051864 0.9994752
CORACAO DE NEGRO-AMOREIRA -1.39260 -24.70066412 21.915464 1.0000000
FARINHA SECA-AMOREIRA 1.96480 -21.34326412 25.272864 1.0000000
GENIPAPO-AMOREIRA 5.31640 -17.99166412 28.624464 0.9999105
GUARAPEIRA-AMOREIRA -16.08485 -40.80678529 8.637085 0.5718494
IPE-AMOREIRA -13.48040 -36.78846412 9.827664 0.7409958
MATA-AMOREIRA 2.22800 -21.08006412 25.536064 1.0000000
MOLUNGU-AMOREIRA -1.19785 -25.91978529 23.524085 1.0000000
MONJOLEIRO-AMOREIRA 9.05360 -14.25446412 32.361664 0.9820681
PASTAGEM-AMOREIRA 3.05540 -20.25266412 26.363464 0.9999999
CAJA-BORDAO DE VELHO 18.44440 -4.86366412 41.752464 0.2654663
CEDRO-BORDAO DE VELHO 7.05600 -16.25206412 30.364064 0.9981969
CORACAO DE NEGRO-BORDAO DE VELHO 11.91960 -11.38846412 35.227664 0.8676941
FARINHA SECA-BORDAO DE VELHO 15.27700 -8.03106412 38.585064 0.5601975
GENIPAPO-BORDAO DE VELHO 18.62860 -4.67946412 41.936664 0.2518521
GUARAPEIRA-BORDAO DE VELHO -2.77265 -27.49458529 21.949285 1.0000000
IPE-BORDAO DE VELHO -0.16820 -23.47626412 23.139864 1.0000000
MATA-BORDAO DE VELHO 15.54020 -7.76786412 38.848264 0.5328853
MOLUNGU-BORDAO DE VELHO 12.11435 -12.60758529 36.836285 0.8986861
MONJOLEIRO-BORDAO DE VELHO 22.36580 -0.94226412 45.673864 0.0719702
PASTAGEM-BORDAO DE VELHO 16.36760 -6.94046412 39.675664 0.4487502
CEDRO-CAJA -11.38840 -34.69646412 11.919664 0.9005701
CORACAO DE NEGRO-CAJA -6.52480 -29.83286412 16.783264 0.9991858
FARINHA SECA-CAJA -3.16740 -26.47546412 20.140664 0.9999998
GENIPAPO-CAJA 0.18420 -23.12386412 23.492264 1.0000000
GUARAPEIRA-CAJA -21.21705 -45.93898529 3.504885 0.1651968
IPE-CAJA -18.61260 -41.92066412 4.695464 0.2530158
MATA-CAJA -2.90420 -26.21226412 20.403864 0.9999999
MOLUNGU-CAJA -6.33005 -31.05198529 18.391885 0.9996823
MONJOLEIRO-CAJA 3.92140 -19.38666412 27.229464 0.9999974
PASTAGEM-CAJA -2.07680 -25.38486412 21.231264 1.0000000
CORACAO DE NEGRO-CEDRO 4.86360 -18.44446412 28.171664 0.9999673
FARINHA SECA-CEDRO 8.22100 -15.08706412 31.529064 0.9922730
GENIPAPO-CEDRO 11.57260 -11.73546412 34.880664 0.8898110
GUARAPEIRA-CEDRO -9.82865 -34.55058529 14.893285 0.9782528
IPE-CEDRO -7.22420 -30.53226412 16.083864 0.9977236
MATA-CEDRO 8.48420 -14.82386412 31.792264 0.9897549
MOLUNGU-CEDRO 5.05835 -19.66358529 29.780285 0.9999739
MONJOLEIRO-CEDRO 15.30980 -7.99826412 38.617864 0.5567883
PASTAGEM-CEDRO 9.31160 -13.99646412 32.619664 0.9773711
FARINHA SECA-CORACAO DE NEGRO 3.35740 -19.95066412 26.665464 0.9999996
GENIPAPO-CORACAO DE NEGRO 6.70900 -16.59906412 30.017064 0.9989159
GUARAPEIRA-CORACAO DE NEGRO -14.69225 -39.41418529 10.029685 0.7055272
IPE-CORACAO DE NEGRO -12.08780 -35.39586412 11.220264 0.8561172
MATA-CORACAO DE NEGRO 3.62060 -19.68746412 26.928664 0.9999990
MOLUNGU-CORACAO DE NEGRO 0.19475 -24.52718529 24.916685 1.0000000
MONJOLEIRO-CORACAO DE NEGRO 10.44620 -12.86186412 33.754264 0.9450400
PASTAGEM-CORACAO DE NEGRO 4.44800 -18.86006412 27.756064 0.9999884
GENIPAPO-FARINHA SECA 3.35160 -19.95646412 26.659664 0.9999996
GUARAPEIRA-FARINHA SECA -18.04965 -42.77158529 6.672285 0.3861524
IPE-FARINHA SECA -15.44520 -38.75326412 7.862864 0.5427292
MATA-FARINHA SECA 0.26320 -23.04486412 23.571264 1.0000000
MOLUNGU-FARINHA SECA -3.16265 -27.88458529 21.559285 0.9999999
MONJOLEIRO-FARINHA SECA 7.08880 -16.21926412 30.396864 0.9981118
PASTAGEM-FARINHA SECA 1.09060 -22.21746412 24.398664 1.0000000
GUARAPEIRA-GENIPAPO -21.40125 -46.12318529 3.320685 0.1560904
IPE-GENIPAPO -18.79680 -42.10486412 4.511264 0.2398348
MATA-GENIPAPO -3.08840 -26.39646412 20.219664 0.9999999
MOLUNGU-GENIPAPO -6.51425 -31.23618529 18.207685 0.9995683
MONJOLEIRO-GENIPAPO 3.73720 -19.57086412 27.045264 0.9999985
PASTAGEM-GENIPAPO -2.26100 -25.56906412 21.047064 1.0000000
IPE-GUARAPEIRA 2.60445 -22.11748529 27.326385 1.0000000
MATA-GUARAPEIRA 18.31285 -6.40908529 43.034785 0.3633657
MOLUNGU-GUARAPEIRA 14.88700 -11.17220790 40.946208 0.7562180
MONJOLEIRO-GUARAPEIRA 25.13845 0.41651471 49.860385 0.0427469
PASTAGEM-GUARAPEIRA 19.14025 -5.58168529 43.862185 0.2965449
MATA-IPE 15.70840 -7.59966412 39.016464 0.5155180
MOLUNGU-IPE 12.28255 -12.43938529 37.004485 0.8893585
MONJOLEIRO-IPE 22.53400 -0.77406412 45.842064 0.0675254
PASTAGEM-IPE 16.53580 -6.77226412 39.843864 0.4321820
MOLUNGU-MATA -3.42585 -28.14778529 21.296085 0.9999998
MONJOLEIRO-MATA 6.82560 -16.48246412 30.133664 0.9987082
PASTAGEM-MATA 0.82740 -22.48066412 24.135464 1.0000000
MONJOLEIRO-MOLUNGU 10.25145 -14.47048529 34.973385 0.9694770
PASTAGEM-MOLUNGU 4.25325 -20.46868529 28.975185 0.9999966
PASTAGEM-MONJOLEIRO -5.99820 -29.30626412 17.309864 0.9996646
Letras do Tukey:
$Especie
MONJOLEIRO GENIPAPO CAJA PASTAGEM MATA FARINHA SECA
"a" "ab" "ab" "abc" "abc" "abc"
AMOREIRA MOLUNGU CORACAO DE NEGRO CEDRO BORDAO DE VELHO IPE
"abc" "abc" "abc" "abc" "abc" "abc"
GUARAPEIRA AMARELINHO
"bc" "c"
########################### Variável: SAT_Mg ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 1271 97.76 4.69 2.6e-05 ***
Residuals 53 1105 20.85
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 15.68 2.28 53 11.10 20.3
AMOREIRA 18.50 2.04 53 14.40 22.6
BORDAO DE VELHO 14.49 2.04 53 10.39 18.6
CAJA 16.94 2.04 53 12.84 21.0
CEDRO 18.50 2.04 53 14.40 22.6
CORACAO DE NEGRO 15.00 2.04 53 10.91 19.1
FARINHA SECA 17.42 2.04 53 13.32 21.5
GENIPAPO 21.71 2.04 53 17.61 25.8
GUARAPEIRA 18.72 2.28 53 14.14 23.3
IPE 15.60 2.04 53 11.50 19.7
MATA 27.65 2.04 53 23.55 31.7
MOLUNGU 24.37 2.28 53 19.79 29.0
MONJOLEIRO 13.70 2.04 53 9.60 17.8
PASTAGEM 9.99 2.04 53 5.89 14.1
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 2.81575 -7.94573404 13.57723404 0.9995995
BORDAO DE VELHO-AMARELINHO -1.19025 -11.95173404 9.57123404 1.0000000
CAJA-AMARELINHO 1.25795 -9.50353404 12.01943404 1.0000000
CEDRO-AMARELINHO 2.81755 -7.94393404 13.57903404 0.9995968
CORACAO DE NEGRO-AMARELINHO -0.67505 -11.43653404 10.08643404 1.0000000
FARINHA SECA-AMARELINHO 1.73615 -9.02533404 12.49763404 0.9999984
GENIPAPO-AMARELINHO 6.02915 -4.73233404 16.79063404 0.7791654
GUARAPEIRA-AMARELINHO 3.04400 -8.29960019 14.38760019 0.9994766
IPE-AMARELINHO -0.08065 -10.84213404 10.68083404 1.0000000
MATA-AMARELINHO 11.97075 1.20926596 22.73223404 0.0167353
MOLUNGU-AMARELINHO 8.69250 -2.65110019 20.03610019 0.3116769
MONJOLEIRO-AMARELINHO -1.98305 -12.74453404 8.77843404 0.9999923
PASTAGEM-AMARELINHO -5.69165 -16.45313404 5.06983404 0.8386856
BORDAO DE VELHO-AMOREIRA -4.00600 -14.15202445 6.14002445 0.9794542
CAJA-AMOREIRA -1.55780 -11.70382445 8.58822445 0.9999991
CEDRO-AMOREIRA 0.00180 -10.14422445 10.14782445 1.0000000
CORACAO DE NEGRO-AMOREIRA -3.49080 -13.63682445 6.65522445 0.9938420
FARINHA SECA-AMOREIRA -1.07960 -11.22562445 9.06642445 1.0000000
GENIPAPO-AMOREIRA 3.21340 -6.93262445 13.35942445 0.9971883
GUARAPEIRA-AMOREIRA 0.22825 -10.53323404 10.98973404 1.0000000
IPE-AMOREIRA -2.89640 -13.04242445 7.24962445 0.9990038
MATA-AMOREIRA 9.15500 -0.99102445 19.30102445 0.1168682
MOLUNGU-AMOREIRA 5.87675 -4.88473404 16.63823404 0.8071656
MONJOLEIRO-AMOREIRA -4.79880 -14.94482445 5.34722445 0.9198382
PASTAGEM-AMOREIRA -8.50740 -18.65342445 1.63862445 0.1912656
CAJA-BORDAO DE VELHO 2.44820 -7.69782445 12.59422445 0.9998332
CEDRO-BORDAO DE VELHO 4.00780 -6.13822445 14.15382445 0.9793778
CORACAO DE NEGRO-BORDAO DE VELHO 0.51520 -9.63082445 10.66122445 1.0000000
FARINHA SECA-BORDAO DE VELHO 2.92640 -7.21962445 13.07242445 0.9988931
GENIPAPO-BORDAO DE VELHO 7.21940 -2.92662445 17.36542445 0.4273952
GUARAPEIRA-BORDAO DE VELHO 4.23425 -6.52723404 14.99573404 0.9800372
IPE-BORDAO DE VELHO 1.10960 -9.03642445 11.25562445 1.0000000
MATA-BORDAO DE VELHO 13.16100 3.01497555 23.30702445 0.0022516
MOLUNGU-BORDAO DE VELHO 9.88275 -0.87873404 20.64423404 0.1024379
MONJOLEIRO-BORDAO DE VELHO -0.79280 -10.93882445 9.35322445 1.0000000
PASTAGEM-BORDAO DE VELHO -4.50140 -14.64742445 5.64462445 0.9489517
CEDRO-CAJA 1.55960 -8.58642445 11.70562445 0.9999991
CORACAO DE NEGRO-CAJA -1.93300 -12.07902445 8.21302445 0.9999886
FARINHA SECA-CAJA 0.47820 -9.66782445 10.62422445 1.0000000
GENIPAPO-CAJA 4.77120 -5.37482445 14.91722445 0.9229206
GUARAPEIRA-CAJA 1.78605 -8.97543404 12.54753404 0.9999978
IPE-CAJA -1.33860 -11.48462445 8.80742445 0.9999999
MATA-CAJA 10.71280 0.56677555 20.85882445 0.0294289
MOLUNGU-CAJA 7.43455 -3.32693404 18.19603404 0.4753096
MONJOLEIRO-CAJA -3.24100 -13.38702445 6.90502445 0.9969455
PASTAGEM-CAJA -6.94960 -17.09562445 3.19642445 0.4892324
CORACAO DE NEGRO-CEDRO -3.49260 -13.63862445 6.65342445 0.9938126
FARINHA SECA-CEDRO -1.08140 -11.22742445 9.06462445 1.0000000
GENIPAPO-CEDRO 3.21160 -6.93442445 13.35762445 0.9972036
GUARAPEIRA-CEDRO 0.22645 -10.53503404 10.98793404 1.0000000
IPE-CEDRO -2.89820 -13.04422445 7.24782445 0.9989975
MATA-CEDRO 9.15320 -0.99282445 19.29922445 0.1170368
MOLUNGU-CEDRO 5.87495 -4.88653404 16.63643404 0.8074857
MONJOLEIRO-CEDRO -4.80060 -14.94662445 5.34542445 0.9196344
PASTAGEM-CEDRO -8.50920 -18.65522445 1.63682445 0.1910184
FARINHA SECA-CORACAO DE NEGRO 2.41120 -7.73482445 12.55722445 0.9998589
GENIPAPO-CORACAO DE NEGRO 6.70420 -3.44182445 16.85022445 0.5472848
GUARAPEIRA-CORACAO DE NEGRO 3.71905 -7.04243404 14.48053404 0.9935848
IPE-CORACAO DE NEGRO 0.59440 -9.55162445 10.74042445 1.0000000
MATA-CORACAO DE NEGRO 12.64580 2.49977555 22.79182445 0.0039905
MOLUNGU-CORACAO DE NEGRO 9.36755 -1.39393404 20.12903404 0.1504426
MONJOLEIRO-CORACAO DE NEGRO -1.30800 -11.45402445 8.83802445 0.9999999
PASTAGEM-CORACAO DE NEGRO -5.01660 -15.16262445 5.12942445 0.8926901
GENIPAPO-FARINHA SECA 4.29300 -5.85302445 14.43902445 0.9642722
GUARAPEIRA-FARINHA SECA 1.30785 -9.45363404 12.06933404 1.0000000
IPE-FARINHA SECA -1.81680 -11.96282445 8.32922445 0.9999945
MATA-FARINHA SECA 10.23460 0.08857555 20.38062445 0.0461161
MOLUNGU-FARINHA SECA 6.95635 -3.80513404 17.71783404 0.5820743
MONJOLEIRO-FARINHA SECA -3.71920 -13.86522445 6.42682445 0.9891003
PASTAGEM-FARINHA SECA -7.42780 -17.57382445 2.71822445 0.3818569
GUARAPEIRA-GENIPAPO -2.98515 -13.74663404 7.77633404 0.9992594
IPE-GENIPAPO -6.10980 -16.25582445 4.03622445 0.6874525
MATA-GENIPAPO 5.94160 -4.20442445 16.08762445 0.7250571
MOLUNGU-GENIPAPO 2.66335 -8.09813404 13.42483404 0.9997800
MONJOLEIRO-GENIPAPO -8.01220 -18.15822445 2.13382445 0.2683553
PASTAGEM-GENIPAPO -11.72080 -21.86682445 -1.57477555 0.0107260
IPE-GUARAPEIRA -3.12465 -13.88613404 7.63683404 0.9988154
MATA-GUARAPEIRA 8.92675 -1.83473404 19.68823404 0.2040993
MOLUNGU-GUARAPEIRA 5.64850 -5.69510019 16.99210019 0.8877773
MONJOLEIRO-GUARAPEIRA -5.02705 -15.78853404 5.73443404 0.9263577
PASTAGEM-GUARAPEIRA -8.73565 -19.49713404 2.02583404 0.2312605
MATA-IPE 12.05140 1.90537555 22.19742445 0.0075798
MOLUNGU-IPE 8.77315 -1.98833404 19.53463404 0.2257410
MONJOLEIRO-IPE -1.90240 -12.04842445 8.24362445 0.9999905
PASTAGEM-IPE -5.61100 -15.75702445 4.53502445 0.7936756
MOLUNGU-MATA -3.27825 -14.03973404 7.48323404 0.9980812
MONJOLEIRO-MATA -13.95380 -24.09982445 -3.80777555 0.0009100
PASTAGEM-MATA -17.66240 -27.80842445 -7.51637555 0.0000100
MONJOLEIRO-MOLUNGU -10.67555 -21.43703404 0.08593404 0.0538023
PASTAGEM-MOLUNGU -14.38415 -25.14563404 -3.62266596 0.0014298
PASTAGEM-MONJOLEIRO -3.70860 -13.85462445 6.43742445 0.9893709
Letras do Tukey:
$Especie
MATA MOLUNGU GENIPAPO GUARAPEIRA CEDRO AMOREIRA
"a" "ab" "ab" "abc" "abc" "abc"
FARINHA SECA CAJA AMARELINHO IPE CORACAO DE NEGRO BORDAO DE VELHO
"bc" "bc" "bc" "bc" "bc" "bc"
MONJOLEIRO PASTAGEM
"bc" "c"
########################### Variável: Ca_Mg ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 82.12 6.317 3.492 0.000605 ***
Residuals 53 95.88 1.809
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 2.00 0.673 53 0.651 3.35
AMOREIRA 2.71 0.602 53 1.501 3.91
BORDAO DE VELHO 2.50 0.602 53 1.296 3.71
CAJA 3.41 0.602 53 2.207 4.62
CEDRO 2.33 0.602 53 1.119 3.53
CORACAO DE NEGRO 3.25 0.602 53 2.048 4.46
FARINHA SECA 3.03 0.602 53 1.823 4.24
GENIPAPO 2.59 0.602 53 1.385 3.80
GUARAPEIRA 1.82 0.673 53 0.473 3.17
IPE 2.29 0.602 53 1.089 3.50
MATA 1.94 0.602 53 0.734 3.15
MOLUNGU 2.52 0.673 53 1.169 3.87
MONJOLEIRO 4.95 0.602 53 3.741 6.15
PASTAGEM 5.78 0.602 53 4.575 6.99
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.70700 -2.46314105 3.877141 0.9999305
BORDAO DE VELHO-AMARELINHO 0.50260 -2.66754105 3.672741 0.9999987
CAJA-AMARELINHO 1.41320 -1.75694105 4.583341 0.9471389
CEDRO-AMARELINHO 0.32580 -2.84434105 3.495941 1.0000000
CORACAO DE NEGRO-AMARELINHO 1.25460 -1.91554105 4.424741 0.9790553
FARINHA SECA-AMARELINHO 1.02940 -2.14074105 4.199541 0.9964237
GENIPAPO-AMARELINHO 0.59180 -2.57834105 3.761941 0.9999910
GUARAPEIRA-AMARELINHO -0.17775 -3.51937207 3.163872 1.0000000
IPE-AMARELINHO 0.29500 -2.87514105 3.465141 1.0000000
MATA-AMARELINHO -0.05920 -3.22934105 3.110941 1.0000000
MOLUNGU-AMARELINHO 0.51800 -2.82362207 3.859622 0.9999990
MONJOLEIRO-AMARELINHO 2.94700 -0.22314105 6.117141 0.0931983
PASTAGEM-AMARELINHO 3.78160 0.61145895 6.951741 0.0071754
BORDAO DE VELHO-AMOREIRA -0.20440 -3.19323764 2.784438 1.0000000
CAJA-AMOREIRA 0.70620 -2.28263764 3.695038 0.9998676
CEDRO-AMOREIRA -0.38120 -3.37003764 2.607638 0.9999999
CORACAO DE NEGRO-AMOREIRA 0.54760 -2.44123764 3.536438 0.9999928
FARINHA SECA-AMOREIRA 0.32240 -2.66643764 3.311238 1.0000000
GENIPAPO-AMOREIRA -0.11520 -3.10403764 2.873638 1.0000000
GUARAPEIRA-AMOREIRA -0.88475 -4.05489105 2.285391 0.9992110
IPE-AMOREIRA -0.41200 -3.40083764 2.576838 0.9999998
MATA-AMOREIRA -0.76620 -3.75503764 2.222638 0.9996782
MOLUNGU-AMOREIRA -0.18900 -3.35914105 2.981141 1.0000000
MONJOLEIRO-AMOREIRA 2.24000 -0.74883764 5.228838 0.3452639
PASTAGEM-AMOREIRA 3.07460 0.08576236 6.063438 0.0382233
CAJA-BORDAO DE VELHO 0.91060 -2.07823764 3.899438 0.9980788
CEDRO-BORDAO DE VELHO -0.17680 -3.16563764 2.812038 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO 0.75200 -2.23683764 3.740838 0.9997369
FARINHA SECA-BORDAO DE VELHO 0.52680 -2.46203764 3.515638 0.9999954
GENIPAPO-BORDAO DE VELHO 0.08920 -2.89963764 3.078038 1.0000000
GUARAPEIRA-BORDAO DE VELHO -0.68035 -3.85049105 2.489791 0.9999550
IPE-BORDAO DE VELHO -0.20760 -3.19643764 2.781238 1.0000000
MATA-BORDAO DE VELHO -0.56180 -3.55063764 2.427038 0.9999903
MOLUNGU-BORDAO DE VELHO 0.01540 -3.15474105 3.185541 1.0000000
MONJOLEIRO-BORDAO DE VELHO 2.44440 -0.54443764 5.433238 0.2216723
PASTAGEM-BORDAO DE VELHO 3.27900 0.29016236 6.267838 0.0195474
CEDRO-CAJA -1.08740 -4.07623764 1.901438 0.9898002
CORACAO DE NEGRO-CAJA -0.15860 -3.14743764 2.830238 1.0000000
FARINHA SECA-CAJA -0.38380 -3.37263764 2.605038 0.9999999
GENIPAPO-CAJA -0.82140 -3.81023764 2.167438 0.9993278
GUARAPEIRA-CAJA -1.59095 -4.76109105 1.579191 0.8821422
IPE-CAJA -1.11820 -4.10703764 1.870638 0.9869756
MATA-CAJA -1.47240 -4.46123764 1.516438 0.8951696
MOLUNGU-CAJA -0.89520 -4.06534105 2.274941 0.9991092
MONJOLEIRO-CAJA 1.53380 -1.45503764 4.522638 0.8648863
PASTAGEM-CAJA 2.36840 -0.62043764 5.357238 0.2635712
CORACAO DE NEGRO-CEDRO 0.92880 -2.06003764 3.917638 0.9976643
FARINHA SECA-CEDRO 0.70360 -2.28523764 3.692438 0.9998729
GENIPAPO-CEDRO 0.26600 -2.72283764 3.254838 1.0000000
GUARAPEIRA-CEDRO -0.50355 -3.67369105 2.666591 0.9999987
IPE-CEDRO -0.03080 -3.01963764 2.958038 1.0000000
MATA-CEDRO -0.38500 -3.37383764 2.603838 0.9999999
MOLUNGU-CEDRO 0.19220 -2.97794105 3.362341 1.0000000
MONJOLEIRO-CEDRO 2.62120 -0.36763764 5.610038 0.1430079
PASTAGEM-CEDRO 3.45580 0.46696236 6.444638 0.0106108
FARINHA SECA-CORACAO DE NEGRO -0.22520 -3.21403764 2.763638 1.0000000
GENIPAPO-CORACAO DE NEGRO -0.66280 -3.65163764 2.326038 0.9999348
GUARAPEIRA-CORACAO DE NEGRO -1.43235 -4.60249105 1.737791 0.9417346
IPE-CORACAO DE NEGRO -0.95960 -3.94843764 2.029238 0.9967921
MATA-CORACAO DE NEGRO -1.31380 -4.30263764 1.675038 0.9523216
MOLUNGU-CORACAO DE NEGRO -0.73660 -3.90674105 2.433541 0.9998901
MONJOLEIRO-CORACAO DE NEGRO 1.69240 -1.29643764 4.681238 0.7668188
PASTAGEM-CORACAO DE NEGRO 2.52700 -0.46183764 5.515838 0.1817111
GENIPAPO-FARINHA SECA -0.43760 -3.42643764 2.551238 0.9999995
GUARAPEIRA-FARINHA SECA -1.20715 -4.37729105 1.962991 0.9848427
IPE-FARINHA SECA -0.73440 -3.72323764 2.254438 0.9997966
MATA-FARINHA SECA -1.08860 -4.07743764 1.900238 0.9897002
MOLUNGU-FARINHA SECA -0.51140 -3.68154105 2.658741 0.9999984
MONJOLEIRO-FARINHA SECA 1.91760 -1.07123764 4.906438 0.5937577
PASTAGEM-FARINHA SECA 2.75220 -0.23663764 5.741038 0.1003401
GUARAPEIRA-GENIPAPO -0.76955 -3.93969105 2.400591 0.9998218
IPE-GENIPAPO -0.29680 -3.28563764 2.692038 1.0000000
MATA-GENIPAPO -0.65100 -3.63983764 2.337838 0.9999468
MOLUNGU-GENIPAPO -0.07380 -3.24394105 3.096341 1.0000000
MONJOLEIRO-GENIPAPO 2.35520 -0.63363764 5.344038 0.2713487
PASTAGEM-GENIPAPO 3.18980 0.20096236 6.178638 0.0263250
IPE-GUARAPEIRA 0.47275 -2.69739105 3.642891 0.9999994
MATA-GUARAPEIRA 0.11855 -3.05159105 3.288691 1.0000000
MOLUNGU-GUARAPEIRA 0.69575 -2.64587207 4.037372 0.9999681
MONJOLEIRO-GUARAPEIRA 3.12475 -0.04539105 6.294891 0.0569959
PASTAGEM-GUARAPEIRA 3.95935 0.78920895 7.129491 0.0038778
MATA-IPE -0.35420 -3.34303764 2.634638 1.0000000
MOLUNGU-IPE 0.22300 -2.94714105 3.393141 1.0000000
MONJOLEIRO-IPE 2.65200 -0.33683764 5.640838 0.1318615
PASTAGEM-IPE 3.48660 0.49776236 6.475438 0.0095143
MOLUNGU-MATA 0.57720 -2.59294105 3.747341 0.9999933
MONJOLEIRO-MATA 3.00620 0.01736236 5.995038 0.0473848
PASTAGEM-MATA 3.84080 0.85196236 6.829638 0.0025841
MONJOLEIRO-MOLUNGU 2.42900 -0.74114105 5.599141 0.3118302
PASTAGEM-MOLUNGU 3.26360 0.09345895 6.433741 0.0379386
PASTAGEM-MONJOLEIRO 0.83460 -2.15423764 3.823438 0.9992066
Letras do Tukey:
$Especie
PASTAGEM MONJOLEIRO CAJA CORACAO DE NEGRO FARINHA SECA AMOREIRA
"a" "ab" "abc" "abc" "abc" "bc"
GENIPAPO MOLUNGU BORDAO DE VELHO CEDRO IPE AMARELINHO
"bc" "bc" "bc" "bc" "bc" "bc"
MATA GUARAPEIRA
"c" "bc"
########################### Variável: Ca_K ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 6791 522.3 5.09 9.65e-06 ***
Residuals 53 5439 102.6
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 5.72 5.07 53 -4.440 15.9
AMOREIRA 5.77 4.53 53 -3.320 14.9
BORDAO DE VELHO 10.51 4.53 53 1.420 19.6
CAJA 10.66 4.53 53 1.571 19.7
CEDRO 9.63 4.53 53 0.543 18.7
CORACAO DE NEGRO 10.79 4.53 53 1.701 19.9
FARINHA SECA 18.96 4.53 53 9.871 28.0
GENIPAPO 9.54 4.53 53 0.457 18.6
GUARAPEIRA 10.56 5.07 53 0.399 20.7
IPE 8.01 4.53 53 -1.082 17.1
MATA 40.66 4.53 53 31.576 49.8
MOLUNGU 7.46 5.07 53 -2.703 17.6
MONJOLEIRO 12.13 4.53 53 3.040 21.2
PASTAGEM 32.55 4.53 53 23.466 41.6
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 0.04720 -23.8304766 23.924877 1.0000000
BORDAO DE VELHO-AMARELINHO 4.78760 -19.0900766 28.665277 0.9999794
CAJA-AMARELINHO 4.93840 -18.9392766 28.816077 0.9999705
CEDRO-AMARELINHO 3.91020 -19.9674766 27.787877 0.9999981
CORACAO DE NEGRO-AMARELINHO 5.06800 -18.8096766 28.945677 0.9999603
FARINHA SECA-AMARELINHO 13.23780 -10.6398766 37.115477 0.7909473
GENIPAPO-AMARELINHO 3.82440 -20.0532766 27.702077 0.9999986
GUARAPEIRA-AMARELINHO 4.83875 -20.3305311 30.008031 0.9999873
IPE-AMARELINHO 2.28520 -21.5924766 26.162877 1.0000000
MATA-AMARELINHO 34.94280 11.0651234 58.820477 0.0003176
MOLUNGU-AMARELINHO 1.73725 -23.4320311 26.906531 1.0000000
MONJOLEIRO-AMARELINHO 6.40720 -17.4704766 30.284877 0.9994768
PASTAGEM-AMARELINHO 26.83340 2.9557234 50.711077 0.0148847
BORDAO DE VELHO-AMOREIRA 4.74040 -17.7716894 27.252489 0.9999637
CAJA-AMOREIRA 4.89120 -17.6208894 27.403289 0.9999482
CEDRO-AMOREIRA 3.86300 -18.6490894 26.375089 0.9999967
CORACAO DE NEGRO-AMOREIRA 5.02080 -17.4912894 27.532889 0.9999305
FARINHA SECA-AMOREIRA 13.19060 -9.3214894 35.702689 0.7243340
GENIPAPO-AMOREIRA 3.77720 -18.7348894 26.289289 0.9999975
GUARAPEIRA-AMOREIRA 4.79155 -19.0861266 28.669227 0.9999792
IPE-AMOREIRA 2.23800 -20.2740894 24.750089 1.0000000
MATA-AMOREIRA 34.89560 12.3835106 57.407689 0.0001099
MOLUNGU-AMOREIRA 1.69005 -22.1876266 25.567727 1.0000000
MONJOLEIRO-AMOREIRA 6.36000 -16.1520894 28.872089 0.9991050
PASTAGEM-AMOREIRA 26.78620 4.2741106 49.298289 0.0074132
CAJA-BORDAO DE VELHO 0.15080 -22.3612894 22.662889 1.0000000
CEDRO-BORDAO DE VELHO -0.87740 -23.3894894 21.634689 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO 0.28040 -22.2316894 22.792489 1.0000000
FARINHA SECA-BORDAO DE VELHO 8.45020 -14.0618894 30.962289 0.9865985
GENIPAPO-BORDAO DE VELHO -0.96320 -23.4752894 21.548889 1.0000000
GUARAPEIRA-BORDAO DE VELHO 0.05115 -23.8265266 23.928827 1.0000000
IPE-BORDAO DE VELHO -2.50240 -25.0144894 20.009689 1.0000000
MATA-BORDAO DE VELHO 30.15520 7.6431106 52.667289 0.0013828
MOLUNGU-BORDAO DE VELHO -3.05035 -26.9280266 20.827327 0.9999999
MONJOLEIRO-BORDAO DE VELHO 1.61960 -20.8924894 24.131689 1.0000000
PASTAGEM-BORDAO DE VELHO 22.04580 -0.4662894 44.557889 0.0603875
CEDRO-CAJA -1.02820 -23.5402894 21.483889 1.0000000
CORACAO DE NEGRO-CAJA 0.12960 -22.3824894 22.641689 1.0000000
FARINHA SECA-CAJA 8.29940 -14.2126894 30.811489 0.9885407
GENIPAPO-CAJA -1.11400 -23.6260894 21.398089 1.0000000
GUARAPEIRA-CAJA -0.09965 -23.9773266 23.778027 1.0000000
IPE-CAJA -2.65320 -25.1652894 19.858889 1.0000000
MATA-CAJA 30.00440 7.4923106 52.516489 0.0014945
MOLUNGU-CAJA -3.20115 -27.0788266 20.676527 0.9999998
MONJOLEIRO-CAJA 1.46880 -21.0432894 23.980889 1.0000000
PASTAGEM-CAJA 21.89500 -0.6170894 44.407089 0.0641274
CORACAO DE NEGRO-CEDRO 1.15780 -21.3542894 23.669889 1.0000000
FARINHA SECA-CEDRO 9.32760 -13.1844894 31.839689 0.9696697
GENIPAPO-CEDRO -0.08580 -22.5978894 22.426289 1.0000000
GUARAPEIRA-CEDRO 0.92855 -22.9491266 24.806227 1.0000000
IPE-CEDRO -1.62500 -24.1370894 20.887089 1.0000000
MATA-CEDRO 31.03260 8.5205106 53.544689 0.0008764
MOLUNGU-CEDRO -2.17295 -26.0506266 21.704727 1.0000000
MONJOLEIRO-CEDRO 2.49700 -20.0150894 25.009089 1.0000000
PASTAGEM-CEDRO 22.92320 0.4111106 45.435289 0.0421830
FARINHA SECA-CORACAO DE NEGRO 8.16980 -14.3422894 30.681889 0.9900247
GENIPAPO-CORACAO DE NEGRO -1.24360 -23.7556894 21.268489 1.0000000
GUARAPEIRA-CORACAO DE NEGRO -0.22925 -24.1069266 23.648427 1.0000000
IPE-CORACAO DE NEGRO -2.78280 -25.2948894 19.729289 0.9999999
MATA-CORACAO DE NEGRO 29.87480 7.3627106 52.386889 0.0015974
MOLUNGU-CORACAO DE NEGRO -3.33075 -27.2084266 20.546927 0.9999997
MONJOLEIRO-CORACAO DE NEGRO 1.33920 -21.1728894 23.851289 1.0000000
PASTAGEM-CORACAO DE NEGRO 21.76540 -0.7466894 44.277489 0.0675004
GENIPAPO-FARINHA SECA -9.41340 -31.9254894 13.098689 0.9674080
GUARAPEIRA-FARINHA SECA -8.39905 -32.2767266 15.478627 0.9924610
IPE-FARINHA SECA -10.95260 -33.4646894 11.559489 0.9032915
MATA-FARINHA SECA 21.70500 -0.8070894 44.217089 0.0691240
MOLUNGU-FARINHA SECA -11.50055 -35.3782266 12.377127 0.9094780
MONJOLEIRO-FARINHA SECA -6.83060 -29.3426894 15.681489 0.9981555
PASTAGEM-FARINHA SECA 13.59560 -8.9164894 36.107689 0.6834293
GUARAPEIRA-GENIPAPO 1.01435 -22.8633266 24.892027 1.0000000
IPE-GENIPAPO -1.53920 -24.0512894 20.972889 1.0000000
MATA-GENIPAPO 31.11840 8.6063106 53.630489 0.0008379
MOLUNGU-GENIPAPO -2.08715 -25.9648266 21.790527 1.0000000
MONJOLEIRO-GENIPAPO 2.58280 -19.9292894 25.094889 1.0000000
PASTAGEM-GENIPAPO 23.00900 0.4969106 45.521089 0.0406959
IPE-GUARAPEIRA -2.55355 -26.4312266 21.324127 1.0000000
MATA-GUARAPEIRA 30.10405 6.2263734 53.981727 0.0033983
MOLUNGU-GUARAPEIRA -3.10150 -28.2707811 22.067781 0.9999999
MONJOLEIRO-GUARAPEIRA 1.56845 -22.3092266 25.446127 1.0000000
PASTAGEM-GUARAPEIRA 21.99465 -1.8830266 45.872327 0.1000785
MATA-IPE 32.65760 10.1455106 55.169689 0.0003705
MOLUNGU-IPE -0.54795 -24.4256266 23.329727 1.0000000
MONJOLEIRO-IPE 4.12200 -18.3900894 26.634089 0.9999928
PASTAGEM-IPE 24.54820 2.0361106 47.060289 0.0208986
MOLUNGU-MATA -33.20555 -57.0832266 -9.327873 0.0007591
MONJOLEIRO-MATA -28.53560 -51.0476894 -6.023511 0.0031482
PASTAGEM-MATA -8.10940 -30.6214894 14.402689 0.9906616
MONJOLEIRO-MOLUNGU 4.66995 -19.2077266 28.547627 0.9999845
PASTAGEM-MOLUNGU 25.09615 1.2184734 48.973827 0.0308450
PASTAGEM-MONJOLEIRO 20.42620 -2.0858894 42.938289 0.1121782
Letras do Tukey:
$Especie
MATA PASTAGEM FARINHA SECA MONJOLEIRO CORACAO DE NEGRO CAJA
"a" "ab" "abc" "bc" "bc" "bc"
GUARAPEIRA BORDAO DE VELHO CEDRO GENIPAPO IPE MOLUNGU
"bc" "bc" "c" "c" "c" "c"
AMOREIRA AMARELINHO
"c" "c"
########################### Variável: Mg_K ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 2017 155.2 7.531 4.12e-08 ***
Residuals 53 1092 20.6
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 2.77 2.27 53 -1.7823 7.32
AMOREIRA 2.13 2.03 53 -1.9457 6.20
BORDAO DE VELHO 3.98 2.03 53 -0.0921 8.05
CAJA 2.98 2.03 53 -1.0943 7.05
CEDRO 4.12 2.03 53 0.0471 8.19
CORACAO DE NEGRO 2.95 2.03 53 -1.1211 7.02
FARINHA SECA 5.44 2.03 53 1.3703 9.51
GENIPAPO 3.58 2.03 53 -0.4883 7.65
GUARAPEIRA 5.33 2.27 53 0.7762 9.88
IPE 3.45 2.03 53 -0.6239 7.52
MATA 24.15 2.03 53 20.0809 28.22
MOLUNGU 3.20 2.27 53 -1.3556 7.75
MONJOLEIRO 2.36 2.03 53 -1.7129 6.43
PASTAGEM 5.79 2.03 53 1.7137 9.86
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO -0.64395 -11.342204 10.054304 1.0000000
BORDAO DE VELHO-AMARELINHO 1.20965 -9.488604 11.907904 1.0000000
CAJA-AMARELINHO 0.20745 -10.490804 10.905704 1.0000000
CEDRO-AMARELINHO 1.34885 -9.349404 12.047104 0.9999999
CORACAO DE NEGRO-AMARELINHO 0.18065 -10.517604 10.878904 1.0000000
FARINHA SECA-AMARELINHO 2.67205 -8.026204 13.370304 0.9997570
GENIPAPO-AMARELINHO 0.81345 -9.884804 11.511704 1.0000000
GUARAPEIRA-AMARELINHO 2.55850 -8.718449 13.835449 0.9999157
IPE-AMARELINHO 0.67785 -10.020404 11.376104 1.0000000
MATA-AMARELINHO 21.38265 10.684396 32.080904 0.0000004
MOLUNGU-AMARELINHO 0.42675 -10.850199 11.703699 1.0000000
MONJOLEIRO-AMARELINHO -0.41115 -11.109404 10.287104 1.0000000
PASTAGEM-AMARELINHO 3.01545 -7.682804 13.713704 0.9991260
BORDAO DE VELHO-AMOREIRA 1.85360 -8.232810 11.940010 0.9999925
CAJA-AMOREIRA 0.85140 -9.235010 10.937810 1.0000000
CEDRO-AMOREIRA 1.99280 -8.093610 12.079210 0.9999826
CORACAO DE NEGRO-AMOREIRA 0.82460 -9.261810 10.911010 1.0000000
FARINHA SECA-AMOREIRA 3.31600 -6.770410 13.402410 0.9959762
GENIPAPO-AMOREIRA 1.45740 -8.629010 11.543810 0.9999996
GUARAPEIRA-AMOREIRA 3.20245 -7.495804 13.900704 0.9983885
IPE-AMOREIRA 1.32180 -8.764610 11.408210 0.9999999
MATA-AMOREIRA 22.02660 11.940190 32.113010 0.0000000
MOLUNGU-AMOREIRA 1.07070 -9.627554 11.768954 1.0000000
MONJOLEIRO-AMOREIRA 0.23280 -9.853610 10.319210 1.0000000
PASTAGEM-AMOREIRA 3.65940 -6.427010 13.745810 0.9900496
CAJA-BORDAO DE VELHO -1.00220 -11.088610 9.084210 1.0000000
CEDRO-BORDAO DE VELHO 0.13920 -9.947210 10.225610 1.0000000
CORACAO DE NEGRO-BORDAO DE VELHO -1.02900 -11.115410 9.057410 1.0000000
FARINHA SECA-BORDAO DE VELHO 1.46240 -8.624010 11.548810 0.9999996
GENIPAPO-BORDAO DE VELHO -0.39620 -10.482610 9.690210 1.0000000
GUARAPEIRA-BORDAO DE VELHO 1.34885 -9.349404 12.047104 0.9999999
IPE-BORDAO DE VELHO -0.53180 -10.618210 9.554610 1.0000000
MATA-BORDAO DE VELHO 20.17300 10.086590 30.259410 0.0000004
MOLUNGU-BORDAO DE VELHO -0.78290 -11.481154 9.915354 1.0000000
MONJOLEIRO-BORDAO DE VELHO -1.62080 -11.707210 8.465610 0.9999985
PASTAGEM-BORDAO DE VELHO 1.80580 -8.280610 11.892210 0.9999945
CEDRO-CAJA 1.14140 -8.945010 11.227810 1.0000000
CORACAO DE NEGRO-CAJA -0.02680 -10.113210 10.059610 1.0000000
FARINHA SECA-CAJA 2.46460 -7.621810 12.551010 0.9998086
GENIPAPO-CAJA 0.60600 -9.480410 10.692410 1.0000000
GUARAPEIRA-CAJA 2.35105 -8.347204 13.049304 0.9999411
IPE-CAJA 0.47040 -9.616010 10.556810 1.0000000
MATA-CAJA 21.17520 11.088790 31.261610 0.0000001
MOLUNGU-CAJA 0.21930 -10.478954 10.917554 1.0000000
MONJOLEIRO-CAJA -0.61860 -10.705010 9.467810 1.0000000
PASTAGEM-CAJA 2.80800 -7.278410 12.894410 0.9992311
CORACAO DE NEGRO-CEDRO -1.16820 -11.254610 8.918210 1.0000000
FARINHA SECA-CEDRO 1.32320 -8.763210 11.409610 0.9999999
GENIPAPO-CEDRO -0.53540 -10.621810 9.551010 1.0000000
GUARAPEIRA-CEDRO 1.20965 -9.488604 11.907904 1.0000000
IPE-CEDRO -0.67100 -10.757410 9.415410 1.0000000
MATA-CEDRO 20.03380 9.947390 30.120210 0.0000004
MOLUNGU-CEDRO -0.92210 -11.620354 9.776154 1.0000000
MONJOLEIRO-CEDRO -1.76000 -11.846410 8.326410 0.9999960
PASTAGEM-CEDRO 1.66660 -8.419810 11.753010 0.9999979
FARINHA SECA-CORACAO DE NEGRO 2.49140 -7.595010 12.577810 0.9997846
GENIPAPO-CORACAO DE NEGRO 0.63280 -9.453610 10.719210 1.0000000
GUARAPEIRA-CORACAO DE NEGRO 2.37785 -8.320404 13.076104 0.9999331
IPE-CORACAO DE NEGRO 0.49720 -9.589210 10.583610 1.0000000
MATA-CORACAO DE NEGRO 21.20200 11.115590 31.288410 0.0000001
MOLUNGU-CORACAO DE NEGRO 0.24610 -10.452154 10.944354 1.0000000
MONJOLEIRO-CORACAO DE NEGRO -0.59180 -10.678210 9.494610 1.0000000
PASTAGEM-CORACAO DE NEGRO 2.83480 -7.251610 12.921210 0.9991517
GENIPAPO-FARINHA SECA -1.85860 -11.945010 8.227810 0.9999923
GUARAPEIRA-FARINHA SECA -0.11355 -10.811804 10.584704 1.0000000
IPE-FARINHA SECA -1.99420 -12.080610 8.092210 0.9999825
MATA-FARINHA SECA 18.71060 8.624190 28.797010 0.0000023
MOLUNGU-FARINHA SECA -2.24530 -12.943554 8.452954 0.9999651
MONJOLEIRO-FARINHA SECA -3.08320 -13.169610 7.003210 0.9980146
PASTAGEM-FARINHA SECA 0.34340 -9.743010 10.429810 1.0000000
GUARAPEIRA-GENIPAPO 1.74505 -8.953204 12.443304 0.9999982
IPE-GENIPAPO -0.13560 -10.222010 9.950810 1.0000000
MATA-GENIPAPO 20.56920 10.482790 30.655610 0.0000002
MOLUNGU-GENIPAPO -0.38670 -11.084954 10.311554 1.0000000
MONJOLEIRO-GENIPAPO -1.22460 -11.311010 8.861810 1.0000000
PASTAGEM-GENIPAPO 2.20200 -7.884410 12.288410 0.9999453
IPE-GUARAPEIRA -1.88065 -12.578904 8.817604 0.9999956
MATA-GUARAPEIRA 18.82415 8.125896 29.522404 0.0000079
MOLUNGU-GUARAPEIRA -2.13175 -13.408699 9.145199 0.9999896
MONJOLEIRO-GUARAPEIRA -2.96965 -13.667904 7.728604 0.9992541
PASTAGEM-GUARAPEIRA 0.45695 -10.241304 11.155204 1.0000000
MATA-IPE 20.70480 10.618390 30.791210 0.0000002
MOLUNGU-IPE -0.25110 -10.949354 10.447154 1.0000000
MONJOLEIRO-IPE -1.08900 -11.175410 8.997410 1.0000000
PASTAGEM-IPE 2.33760 -7.748810 12.424010 0.9998932
MOLUNGU-MATA -20.95590 -31.654154 -10.257646 0.0000006
MONJOLEIRO-MATA -21.79380 -31.880210 -11.707390 0.0000000
PASTAGEM-MATA -18.36720 -28.453610 -8.280790 0.0000036
MONJOLEIRO-MOLUNGU -0.83790 -11.536154 9.860354 1.0000000
PASTAGEM-MOLUNGU 2.58870 -8.109554 13.286954 0.9998280
PASTAGEM-MONJOLEIRO 3.42660 -6.659810 13.513010 0.9945233
Letras do Tukey:
$Especie
MATA PASTAGEM FARINHA SECA GUARAPEIRA CEDRO BORDAO DE VELHO
"a" "b" "b" "b" "b" "b"
GENIPAPO IPE MOLUNGU CAJA CORACAO DE NEGRO AMARELINHO
"b" "b" "b" "b" "b" "b"
MONJOLEIRO AMOREIRA
"b" "b"
########################### Variável: Areia ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 257288 19791 6.794 1.93e-07 ***
Residuals 53 154387 2913
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 540 27.0 53 486 594
AMOREIRA 548 24.1 53 499 596
BORDAO DE VELHO 527 24.1 53 479 575
CAJA 519 24.1 53 470 567
CEDRO 558 24.1 53 509 606
CORACAO DE NEGRO 614 24.1 53 565 662
FARINHA SECA 591 24.1 53 543 640
GENIPAPO 559 24.1 53 510 607
GUARAPEIRA 490 27.0 53 436 544
IPE 514 24.1 53 466 563
MATA 579 24.1 53 530 627
MOLUNGU 678 27.0 53 623 732
MONJOLEIRO 634 24.1 53 585 682
PASTAGEM 719 24.1 53 670 767
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 7.75 -119.4595972 134.959597 1.0000000
BORDAO DE VELHO-AMARELINHO -13.00 -140.2095972 114.209597 1.0000000
CAJA-AMARELINHO -21.25 -148.4595972 105.959597 0.9999976
CEDRO-AMARELINHO 17.75 -109.4595972 144.959597 0.9999997
CORACAO DE NEGRO-AMARELINHO 73.75 -53.4595972 200.959597 0.7379582
FARINHA SECA-AMARELINHO 51.25 -75.9595972 178.459597 0.9757658
GENIPAPO-AMARELINHO 18.75 -108.4595972 145.959597 0.9999995
GUARAPEIRA-AMARELINHO -50.00 -184.0906891 84.090689 0.9873460
IPE-AMARELINHO -25.50 -152.7095972 101.709597 0.9999794
MATA-AMARELINHO 38.75 -88.4595972 165.959597 0.9980820
MOLUNGU-AMARELINHO 137.50 3.4093109 271.590689 0.0394267
MONJOLEIRO-AMARELINHO 93.75 -33.4595972 220.959597 0.3713786
PASTAGEM-AMARELINHO 178.75 51.5404028 305.959597 0.0006391
BORDAO DE VELHO-AMOREIRA -20.75 -140.6843584 99.184358 0.9999963
CAJA-AMOREIRA -29.00 -148.9343584 90.934358 0.9998293
CEDRO-AMOREIRA 10.00 -109.9343584 129.934358 1.0000000
CORACAO DE NEGRO-AMOREIRA 66.00 -53.9343584 185.934358 0.7990258
FARINHA SECA-AMOREIRA 43.50 -76.4343584 163.434358 0.9900755
GENIPAPO-AMOREIRA 11.00 -108.9343584 130.934358 1.0000000
GUARAPEIRA-AMOREIRA -57.75 -184.9595972 69.459597 0.9397220
IPE-AMOREIRA -33.25 -153.1843584 86.684358 0.9992637
MATA-AMOREIRA 31.00 -88.9343584 150.934358 0.9996485
MOLUNGU-AMOREIRA 129.75 2.5404028 256.959597 0.0415105
MONJOLEIRO-AMOREIRA 86.00 -33.9343584 205.934358 0.4149635
PASTAGEM-AMOREIRA 171.00 51.0656416 290.934358 0.0004997
CAJA-BORDAO DE VELHO -8.25 -128.1843584 111.684358 1.0000000
CEDRO-BORDAO DE VELHO 30.75 -89.1843584 150.684358 0.9996777
CORACAO DE NEGRO-BORDAO DE VELHO 86.75 -33.1843584 206.684358 0.4010398
FARINHA SECA-BORDAO DE VELHO 64.25 -55.6843584 184.184358 0.8265329
GENIPAPO-BORDAO DE VELHO 31.75 -88.1843584 151.684358 0.9995465
GUARAPEIRA-BORDAO DE VELHO -37.00 -164.2095972 90.209597 0.9987943
IPE-BORDAO DE VELHO -12.50 -132.4343584 107.434358 1.0000000
MATA-BORDAO DE VELHO 51.75 -68.1843584 171.684358 0.9585060
MOLUNGU-BORDAO DE VELHO 150.50 23.2904028 277.709597 0.0079734
MONJOLEIRO-BORDAO DE VELHO 106.75 -13.1843584 226.684358 0.1289878
PASTAGEM-BORDAO DE VELHO 191.75 71.8156416 311.684358 0.0000600
CEDRO-CAJA 39.00 -80.9343584 158.934358 0.9963749
CORACAO DE NEGRO-CAJA 95.00 -24.9343584 214.934358 0.2641213
FARINHA SECA-CAJA 72.50 -47.4343584 192.434358 0.6820998
GENIPAPO-CAJA 40.00 -79.9343584 159.934358 0.9953910
GUARAPEIRA-CAJA -28.75 -155.9595972 98.459597 0.9999193
IPE-CAJA -4.25 -124.1843584 115.684358 1.0000000
MATA-CAJA 60.00 -59.9343584 179.934358 0.8844415
MOLUNGU-CAJA 158.75 31.5404028 285.959597 0.0039217
MONJOLEIRO-CAJA 115.00 -4.9343584 234.934358 0.0724244
PASTAGEM-CAJA 200.00 80.0656416 319.934358 0.0000253
CORACAO DE NEGRO-CEDRO 56.00 -63.9343584 175.934358 0.9265869
FARINHA SECA-CEDRO 33.50 -86.4343584 153.434358 0.9992042
GENIPAPO-CEDRO 1.00 -118.9343584 120.934358 1.0000000
GUARAPEIRA-CEDRO -67.75 -194.9595972 59.459597 0.8321580
IPE-CEDRO -43.25 -163.1843584 76.684358 0.9905711
MATA-CEDRO 21.00 -98.9343584 140.934358 0.9999958
MOLUNGU-CEDRO 119.75 -7.4595972 246.959597 0.0843177
MONJOLEIRO-CEDRO 76.00 -43.9343584 195.934358 0.6128575
PASTAGEM-CEDRO 161.00 41.0656416 280.934358 0.0013371
FARINHA SECA-CORACAO DE NEGRO -22.50 -142.4343584 97.434358 0.9999905
GENIPAPO-CORACAO DE NEGRO -55.00 -174.9343584 64.934358 0.9352470
GUARAPEIRA-CORACAO DE NEGRO -123.75 -250.9595972 3.459597 0.0640041
IPE-CORACAO DE NEGRO -99.25 -219.1843584 20.684358 0.2069989
MATA-CORACAO DE NEGRO -35.00 -154.9343584 84.934358 0.9987530
MOLUNGU-CORACAO DE NEGRO 63.75 -63.4595972 190.959597 0.8831828
MONJOLEIRO-CORACAO DE NEGRO 20.00 -99.9343584 139.934358 0.9999976
PASTAGEM-CORACAO DE NEGRO 105.00 -14.9343584 224.934358 0.1447104
GENIPAPO-FARINHA SECA -32.50 -152.4343584 87.434358 0.9994199
GUARAPEIRA-FARINHA SECA -101.25 -228.4595972 25.959597 0.2574856
IPE-FARINHA SECA -76.75 -196.6843584 43.184358 0.5977585
MATA-FARINHA SECA -12.50 -132.4343584 107.434358 1.0000000
MOLUNGU-FARINHA SECA 86.25 -40.9595972 213.459597 0.5057726
MONJOLEIRO-FARINHA SECA 42.50 -77.4343584 162.434358 0.9919400
PASTAGEM-FARINHA SECA 127.50 7.5656416 247.434358 0.0274227
GUARAPEIRA-GENIPAPO -68.75 -195.9595972 58.459597 0.8178226
IPE-GENIPAPO -44.25 -164.1843584 75.684358 0.9884622
MATA-GENIPAPO 20.00 -99.9343584 139.934358 0.9999976
MOLUNGU-GENIPAPO 118.75 -8.4595972 245.959597 0.0901769
MONJOLEIRO-GENIPAPO 75.00 -44.9343584 194.934358 0.6328869
PASTAGEM-GENIPAPO 160.00 40.0656416 279.934358 0.0014730
IPE-GUARAPEIRA 24.50 -102.7095972 151.709597 0.9999871
MATA-GUARAPEIRA 88.75 -38.4595972 215.959597 0.4593364
MOLUNGU-GUARAPEIRA 187.50 53.4093109 321.590689 0.0006933
MONJOLEIRO-GUARAPEIRA 143.75 16.5404028 270.959597 0.0139554
PASTAGEM-GUARAPEIRA 228.75 101.5404028 355.959597 0.0000048
MATA-IPE 64.25 -55.6843584 184.184358 0.8265329
MOLUNGU-IPE 163.00 35.7904028 290.209597 0.0026947
MONJOLEIRO-IPE 119.25 -0.6843584 239.184358 0.0526919
PASTAGEM-IPE 204.25 84.3156416 324.184358 0.0000162
MOLUNGU-MATA 98.75 -28.4595972 225.959597 0.2926950
MONJOLEIRO-MATA 55.00 -64.9343584 174.934358 0.9352470
PASTAGEM-MATA 140.00 20.0656416 259.934358 0.0094373
MONJOLEIRO-MOLUNGU -43.75 -170.9595972 83.459597 0.9938643
PASTAGEM-MOLUNGU 41.25 -85.9595972 168.459597 0.9964708
PASTAGEM-MONJOLEIRO 85.00 -34.9343584 204.934358 0.4338347
Letras do Tukey:
$Especie
PASTAGEM MOLUNGU MONJOLEIRO CORACAO DE NEGRO FARINHA SECA MATA
"a" "ab" "abc" "abcd" "bcd" "bcd"
GENIPAPO CEDRO AMOREIRA AMARELINHO BORDAO DE VELHO CAJA
"bcd" "bcd" "cd" "cd" "cd" "cd"
IPE GUARAPEIRA
"cd" "d"
########################### Variável: Silte ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 37578 2890.6 5.746 2.02e-06 ***
Residuals 53 26664 503.1
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 36.9 11.2 53 14.4 59.4
AMOREIRA 48.0 10.0 53 27.9 68.1
BORDAO DE VELHO 42.0 10.0 53 21.9 62.1
CAJA 85.0 10.0 53 64.9 105.1
CEDRO 64.5 10.0 53 44.4 84.6
CORACAO DE NEGRO 55.5 10.0 53 35.4 75.6
FARINHA SECA 88.8 10.0 53 68.6 108.9
GENIPAPO 65.0 10.0 53 44.9 85.1
GUARAPEIRA 54.4 11.2 53 31.9 76.9
IPE 37.8 10.0 53 17.6 57.9
MATA 127.0 10.0 53 106.9 147.1
MOLUNGU 58.8 11.2 53 36.3 81.2
MONJOLEIRO 78.5 10.0 53 58.4 98.6
PASTAGEM 77.0 10.0 53 56.9 97.1
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO 11.125 -41.7407532 63.9907532 0.9999640
BORDAO DE VELHO-AMARELINHO 5.125 -47.7407532 57.9907532 1.0000000
CAJA-AMARELINHO 48.125 -4.7407532 100.9907532 0.1094665
CEDRO-AMARELINHO 27.625 -25.2407532 80.4907532 0.8495658
CORACAO DE NEGRO-AMARELINHO 18.625 -34.2407532 71.4907532 0.9923526
FARINHA SECA-AMARELINHO 51.875 -0.9907532 104.7407532 0.0593233
GENIPAPO-AMARELINHO 28.125 -24.7407532 80.9907532 0.8331876
GUARAPEIRA-AMARELINHO 17.500 -38.2253968 73.2253968 0.9974112
IPE-AMARELINHO 0.875 -51.9907532 53.7407532 1.0000000
MATA-AMARELINHO 90.125 37.2592468 142.9907532 0.0000158
MOLUNGU-AMARELINHO 21.875 -33.8503968 77.6003968 0.9804185
MONJOLEIRO-AMARELINHO 41.625 -11.2407532 94.4907532 0.2724646
PASTAGEM-AMARELINHO 40.125 -12.7407532 92.9907532 0.3259873
BORDAO DE VELHO-AMOREIRA -6.000 -55.8423101 43.8423101 1.0000000
CAJA-AMOREIRA 37.000 -12.8423101 86.8423101 0.3600262
CEDRO-AMOREIRA 16.500 -33.3423101 66.3423101 0.9957033
CORACAO DE NEGRO-AMOREIRA 7.500 -42.3423101 57.3423101 0.9999993
FARINHA SECA-AMOREIRA 40.750 -9.0923101 90.5923101 0.2220828
GENIPAPO-AMOREIRA 17.000 -32.8423101 66.8423101 0.9943178
GUARAPEIRA-AMOREIRA 6.375 -46.4907532 59.2407532 1.0000000
IPE-AMOREIRA -10.250 -60.0923101 39.5923101 0.9999724
MATA-AMOREIRA 79.000 29.1576899 128.8423101 0.0000713
MOLUNGU-AMOREIRA 10.750 -42.1157532 63.6157532 0.9999757
MONJOLEIRO-AMOREIRA 30.500 -19.3423101 80.3423101 0.6647280
PASTAGEM-AMOREIRA 29.000 -20.8423101 78.8423101 0.7333949
CAJA-BORDAO DE VELHO 43.000 -6.8423101 92.8423101 0.1596578
CEDRO-BORDAO DE VELHO 22.500 -27.3423101 72.3423101 0.9421053
CORACAO DE NEGRO-BORDAO DE VELHO 13.500 -36.3423101 63.3423101 0.9994227
FARINHA SECA-BORDAO DE VELHO 46.750 -3.0923101 96.5923101 0.0868124
GENIPAPO-BORDAO DE VELHO 23.000 -26.8423101 72.8423101 0.9323476
GUARAPEIRA-BORDAO DE VELHO 12.375 -40.4907532 65.2407532 0.9998806
IPE-BORDAO DE VELHO -4.250 -54.0923101 45.5923101 1.0000000
MATA-BORDAO DE VELHO 85.000 35.1576899 134.8423101 0.0000157
MOLUNGU-BORDAO DE VELHO 16.750 -36.1157532 69.6157532 0.9971775
MONJOLEIRO-BORDAO DE VELHO 36.500 -13.3423101 86.3423101 0.3813820
PASTAGEM-BORDAO DE VELHO 35.000 -14.8423101 84.8423101 0.4487835
CEDRO-CAJA -20.500 -70.3423101 29.3423101 0.9713881
CORACAO DE NEGRO-CAJA -29.500 -79.3423101 20.3423101 0.7110389
FARINHA SECA-CAJA 3.750 -46.0923101 53.5923101 1.0000000
GENIPAPO-CAJA -20.000 -69.8423101 29.8423101 0.9765430
GUARAPEIRA-CAJA -30.625 -83.4907532 22.2407532 0.7389496
IPE-CAJA -47.250 -97.0923101 2.5923101 0.0796294
MATA-CAJA 42.000 -7.8423101 91.8423101 0.1855279
MOLUNGU-CAJA -26.250 -79.1157532 26.6157532 0.8897625
MONJOLEIRO-CAJA -6.500 -56.3423101 43.3423101 0.9999999
PASTAGEM-CAJA -8.000 -57.8423101 41.8423101 0.9999985
CORACAO DE NEGRO-CEDRO -9.000 -58.8423101 40.8423101 0.9999939
FARINHA SECA-CEDRO 24.250 -25.5923101 74.0923101 0.9032739
GENIPAPO-CEDRO 0.500 -49.3423101 50.3423101 1.0000000
GUARAPEIRA-CEDRO -10.125 -62.9907532 42.7407532 0.9999879
IPE-CEDRO -26.750 -76.5923101 23.0923101 0.8247434
MATA-CEDRO 62.500 12.6576899 112.3423101 0.0036673
MOLUNGU-CEDRO -5.750 -58.6157532 47.1157532 1.0000000
MONJOLEIRO-CEDRO 14.000 -35.8423101 63.8423101 0.9991568
PASTAGEM-CEDRO 12.500 -37.3423101 62.3423101 0.9997460
FARINHA SECA-CORACAO DE NEGRO 33.250 -16.5923101 83.0923101 0.5319849
GENIPAPO-CORACAO DE NEGRO 9.500 -40.3423101 59.3423101 0.9999885
GUARAPEIRA-CORACAO DE NEGRO -1.125 -53.9907532 51.7407532 1.0000000
IPE-CORACAO DE NEGRO -17.750 -67.5923101 32.0923101 0.9915715
MATA-CORACAO DE NEGRO 71.500 21.6576899 121.3423101 0.0004500
MOLUNGU-CORACAO DE NEGRO 3.250 -49.6157532 56.1157532 1.0000000
MONJOLEIRO-CORACAO DE NEGRO 23.000 -26.8423101 72.8423101 0.9323476
PASTAGEM-CORACAO DE NEGRO 21.500 -28.3423101 71.3423101 0.9585973
GENIPAPO-FARINHA SECA -23.750 -73.5923101 26.0923101 0.9157198
GUARAPEIRA-FARINHA SECA -34.375 -87.2407532 18.4907532 0.5728160
IPE-FARINHA SECA -51.000 -100.8423101 -1.1576899 0.0402549
MATA-FARINHA SECA 38.250 -11.5923101 88.0923101 0.3094948
MOLUNGU-FARINHA SECA -30.000 -82.8657532 22.8657532 0.7642370
MONJOLEIRO-FARINHA SECA -10.250 -60.0923101 39.5923101 0.9999724
PASTAGEM-FARINHA SECA -11.750 -61.5923101 38.0923101 0.9998709
GUARAPEIRA-GENIPAPO -10.625 -63.4907532 42.2407532 0.9999788
IPE-GENIPAPO -27.250 -77.0923101 22.5923101 0.8059516
MATA-GENIPAPO 62.000 12.1576899 111.8423101 0.0041010
MOLUNGU-GENIPAPO -6.250 -59.1157532 46.6157532 1.0000000
MONJOLEIRO-GENIPAPO 13.500 -36.3423101 63.3423101 0.9994227
PASTAGEM-GENIPAPO 12.000 -37.8423101 61.8423101 0.9998372
IPE-GUARAPEIRA -16.625 -69.4907532 36.2407532 0.9973759
MATA-GUARAPEIRA 72.625 19.7592468 125.4907532 0.0009265
MOLUNGU-GUARAPEIRA 4.375 -51.3503968 60.1003968 1.0000000
MONJOLEIRO-GUARAPEIRA 24.125 -28.7407532 76.9907532 0.9374490
PASTAGEM-GUARAPEIRA 22.625 -30.2407532 75.4907532 0.9610060
MATA-IPE 89.250 39.4076899 139.0923101 0.0000053
MOLUNGU-IPE 21.000 -31.8657532 73.8657532 0.9784030
MONJOLEIRO-IPE 40.750 -9.0923101 90.5923101 0.2220828
PASTAGEM-IPE 39.250 -10.5923101 89.0923101 0.2722653
MOLUNGU-MATA -68.250 -121.1157532 -15.3842468 0.0024150
MONJOLEIRO-MATA -48.500 -98.3423101 1.3423101 0.0638527
PASTAGEM-MATA -50.000 -99.8423101 -0.1576899 0.0485603
MONJOLEIRO-MOLUNGU 19.750 -33.1157532 72.6157532 0.9871368
PASTAGEM-MOLUNGU 18.250 -34.6157532 71.1157532 0.9936485
PASTAGEM-MONJOLEIRO -1.500 -51.3423101 48.3423101 1.0000000
Letras do Tukey:
$Especie
MATA FARINHA SECA CAJA MONJOLEIRO PASTAGEM GENIPAPO
"a" "ab" "abc" "abc" "bc" "bc"
CEDRO MOLUNGU CORACAO DE NEGRO GUARAPEIRA AMOREIRA BORDAO DE VELHO
"bc" "bc" "bc" "bc" "bc" "bc"
IPE AMARELINHO
"c" "bc"
########################### Variável: Argila ##########################
ANOVA:
Df Sum Sq Mean Sq F value Pr(>F)
Especie 13 353228 27171 10.47 1.77e-10 ***
Residuals 53 137484 2594
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Médias (emmeans):
Especie emmean SE df lower.CL upper.CL
AMARELINHO 423 25.5 53 372 474
AMOREIRA 404 22.8 53 359 450
BORDAO DE VELHO 431 22.8 53 385 477
CAJA 396 22.8 53 351 442
CEDRO 378 22.8 53 332 423
CORACAO DE NEGRO 331 22.8 53 285 376
FARINHA SECA 320 22.8 53 274 366
GENIPAPO 376 22.8 53 331 422
GUARAPEIRA 456 25.5 53 405 507
IPE 448 22.8 53 402 493
MATA 294 22.8 53 249 340
MOLUNGU 264 25.5 53 213 315
MONJOLEIRO 288 22.8 53 242 333
PASTAGEM 204 22.8 53 159 250
Confidence level used: 0.95
Tukey HSD:
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = formula, data = somente_copa)
$Especie
diff lwr upr p adj
AMOREIRA-AMARELINHO -18.875 -138.919007 101.169007 0.9999988
BORDAO DE VELHO-AMARELINHO 7.875 -112.169007 127.919007 1.0000000
CAJA-AMARELINHO -26.875 -146.919007 93.169007 0.9999274
CEDRO-AMARELINHO -45.375 -165.419007 74.669007 0.9857706
CORACAO DE NEGRO-AMARELINHO -92.375 -212.419007 27.669007 0.3054814
FARINHA SECA-AMARELINHO -103.125 -223.169007 16.919007 0.1641599
GENIPAPO-AMARELINHO -46.875 -166.919007 73.169007 0.9812610
GUARAPEIRA-AMARELINHO 32.500 -94.037493 159.037493 0.9996716
IPE-AMARELINHO 24.625 -95.419007 144.669007 0.9999731
MATA-AMARELINHO -128.875 -248.919007 -8.830993 0.0247306
MOLUNGU-AMARELINHO -159.375 -285.912493 -32.837507 0.0034463
MONJOLEIRO-AMARELINHO -135.375 -255.419007 -15.330993 0.0142935
PASTAGEM-AMARELINHO -218.875 -338.919007 -98.830993 0.0000035
BORDAO DE VELHO-AMOREIRA 26.750 -86.428575 139.928575 0.9998672
CAJA-AMOREIRA -8.000 -121.178575 105.178575 1.0000000
CEDRO-AMOREIRA -26.500 -139.678575 86.678575 0.9998803
CORACAO DE NEGRO-AMOREIRA -73.500 -186.678575 39.678575 0.5747932
FARINHA SECA-AMOREIRA -84.250 -197.428575 28.928575 0.3557229
GENIPAPO-AMOREIRA -28.000 -141.178575 85.178575 0.9997809
GUARAPEIRA-AMOREIRA 51.375 -68.669007 171.419007 0.9610079
IPE-AMOREIRA 43.500 -69.678575 156.678575 0.9835955
MATA-AMOREIRA -110.000 -223.178575 3.178575 0.0645141
MOLUNGU-AMOREIRA -140.500 -260.544007 -20.455993 0.0091312
MONJOLEIRO-AMOREIRA -116.500 -229.678575 -3.321425 0.0379870
PASTAGEM-AMOREIRA -200.000 -313.178575 -86.821425 0.0000071
CAJA-BORDAO DE VELHO -34.750 -147.928575 78.428575 0.9979255
CEDRO-BORDAO DE VELHO -53.250 -166.428575 59.928575 0.9226493
CORACAO DE NEGRO-BORDAO DE VELHO -100.250 -213.428575 12.928575 0.1334745
FARINHA SECA-BORDAO DE VELHO -111.000 -224.178575 2.178575 0.0595959
GENIPAPO-BORDAO DE VELHO -54.750 -167.928575 58.428575 0.9068402
GUARAPEIRA-BORDAO DE VELHO 24.625 -95.419007 144.669007 0.9999731
IPE-BORDAO DE VELHO 16.750 -96.428575 129.928575 0.9999994
MATA-BORDAO DE VELHO -136.750 -249.928575 -23.571425 0.0060722
MOLUNGU-BORDAO DE VELHO -167.250 -287.294007 -47.205993 0.0007362
MONJOLEIRO-BORDAO DE VELHO -143.250 -256.428575 -30.071425 0.0032151
PASTAGEM-BORDAO DE VELHO -226.750 -339.928575 -113.571425 0.0000003
CEDRO-CAJA -18.500 -131.678575 94.678575 0.9999981
CORACAO DE NEGRO-CAJA -65.500 -178.678575 47.678575 0.7401829
FARINHA SECA-CAJA -76.250 -189.428575 36.928575 0.5160771
GENIPAPO-CAJA -20.000 -133.178575 93.178575 0.9999953
GUARAPEIRA-CAJA 59.375 -60.669007 179.419007 0.8924546
IPE-CAJA 51.500 -61.678575 164.678575 0.9387142
MATA-CAJA -102.000 -215.178575 11.178575 0.1179105
MOLUNGU-CAJA -132.500 -252.544007 -12.455993 0.0182690
MONJOLEIRO-CAJA -108.500 -221.678575 4.678575 0.0725491
PASTAGEM-CAJA -192.000 -305.178575 -78.821425 0.0000176
CORACAO DE NEGRO-CEDRO -47.000 -160.178575 66.178575 0.9691257
FARINHA SECA-CEDRO -57.750 -170.928575 55.428575 0.8694696
GENIPAPO-CEDRO -1.500 -114.678575 111.678575 1.0000000
GUARAPEIRA-CEDRO 77.875 -42.169007 197.919007 0.5764796
IPE-CEDRO 70.000 -43.178575 183.178575 0.6492193
MATA-CEDRO -83.500 -196.678575 29.678575 0.3696767
MOLUNGU-CEDRO -114.000 -234.044007 6.044007 0.0784896
MONJOLEIRO-CEDRO -90.000 -203.178575 23.178575 0.2587365
PASTAGEM-CEDRO -173.500 -286.678575 -60.321425 0.0001358
FARINHA SECA-CORACAO DE NEGRO -10.750 -123.928575 102.428575 1.0000000
GENIPAPO-CORACAO DE NEGRO 45.500 -67.678575 158.678575 0.9761820
GUARAPEIRA-CORACAO DE NEGRO 124.875 4.830993 244.919007 0.0342306
IPE-CORACAO DE NEGRO 117.000 3.821425 230.178575 0.0364216
MATA-CORACAO DE NEGRO -36.500 -149.678575 76.678575 0.9966512
MOLUNGU-CORACAO DE NEGRO -67.000 -187.044007 53.044007 0.7834750
MONJOLEIRO-CORACAO DE NEGRO -43.000 -156.178575 70.178575 0.9851315
PASTAGEM-CORACAO DE NEGRO -126.500 -239.678575 -13.321425 0.0158458
GENIPAPO-FARINHA SECA 56.250 -56.928575 169.428575 0.8891130
GUARAPEIRA-FARINHA SECA 135.625 15.580993 255.669007 0.0139888
IPE-FARINHA SECA 127.750 14.571425 240.928575 0.0141412
MATA-FARINHA SECA -25.750 -138.928575 87.428575 0.9999130
MOLUNGU-FARINHA SECA -56.250 -176.294007 63.794007 0.9247790
MONJOLEIRO-FARINHA SECA -32.250 -145.428575 80.928575 0.9990224
PASTAGEM-FARINHA SECA -115.750 -228.928575 -2.571425 0.0404481
GUARAPEIRA-GENIPAPO 79.375 -40.669007 199.419007 0.5462089
IPE-GENIPAPO 71.500 -41.678575 184.678575 0.6175178
MATA-GENIPAPO -82.000 -195.178575 31.178575 0.3983776
MOLUNGU-GENIPAPO -112.500 -232.544007 7.544007 0.0874094
MONJOLEIRO-GENIPAPO -88.500 -201.678575 24.678575 0.2822373
PASTAGEM-GENIPAPO -172.000 -285.178575 -58.821425 0.0001598
IPE-GUARAPEIRA -7.875 -127.919007 112.169007 1.0000000
MATA-GUARAPEIRA -161.375 -281.419007 -41.330993 0.0013079
MOLUNGU-GUARAPEIRA -191.875 -318.412493 -65.337507 0.0001666
MONJOLEIRO-GUARAPEIRA -167.875 -287.919007 -47.830993 0.0006922
PASTAGEM-GUARAPEIRA -251.375 -371.419007 -131.330993 0.0000001
MATA-IPE -153.500 -266.678575 -40.321425 0.0011376
MOLUNGU-IPE -184.000 -304.044007 -63.955993 0.0001361
MONJOLEIRO-IPE -160.000 -273.178575 -46.821425 0.0005773
PASTAGEM-IPE -243.500 -356.678575 -130.321425 0.0000001
MOLUNGU-MATA -30.500 -150.544007 89.544007 0.9997077
MONJOLEIRO-MATA -6.500 -119.678575 106.678575 1.0000000
PASTAGEM-MATA -90.000 -203.178575 23.178575 0.2587365
MONJOLEIRO-MOLUNGU 24.000 -96.044007 144.044007 0.9999800
PASTAGEM-MOLUNGU -59.500 -179.544007 60.544007 0.8910076
PASTAGEM-MONJOLEIRO -83.500 -196.678575 29.678575 0.3696767
Letras do Tukey:
$Especie
GUARAPEIRA IPE BORDAO DE VELHO AMARELINHO AMOREIRA CAJA
"a" "a" "ab" "ab" "abc" "abcd"
CEDRO GENIPAPO CORACAO DE NEGRO FARINHA SECA MATA MONJOLEIRO
"abcde" "abcde" "bcde" "bcde" "cdef" "def"
MOLUNGU PASTAGEM
"ef" "f"
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