Quadro 1 - Geral de coletas de Amostras e resultados

Figura 1 - Plot Brix e Babo por Filial

## No trace type specified:
##   Based on info supplied, a 'scatter' trace seems appropriate.
##   Read more about this trace type -> https://plot.ly/r/reference/#scatter
## No scatter mode specifed:
##   Setting the mode to markers
##   Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode

Figura 2 - Plot Grau Babo Amostra e Grau Babo Carga por Filial

Figura 3 - F01 - Boxplot Grau Babo Amostra e Grau Babo Carga

Teste T Pareado entre as médias de Grau Babo AMOSTRA e Grau Babo CARGA

## 
##  Paired t-test
## 
## data:  carga.parametros.F01$BABO and carga.parametros.F01$GRAU
## t = 0.5781, df = 446, p-value = 0.5635
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  -0.06149261  0.11274541
## sample estimates:
## mean of the differences 
##               0.0256264

Teste T entre as médias de Grau Babo AMOSTRA e Grau Babo CARGA

## [1] "BABO_AMOSTRA"
## [1] "BABO_CARGA"

## 
##  Shapiro-Wilk normality test
## 
## data:  teste.grau.babo$GRAU_BABO[teste.grau.babo$TRATAMENTO == "BABO_AMOSTRA"]
## W = 0.98644, p-value = 0.0003514
## 
##  Shapiro-Wilk normality test
## 
## data:  teste.grau.babo$GRAU_BABO[teste.grau.babo$TRATAMENTO == "BABO_CARGA"]
## W = 0.99285, p-value = 0.03155
## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value  Pr(>F)  
## group   1  3.4544 0.06341 .
##       892                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
##  Two Sample t-test
## 
## data:  teste.grau.babo$GRAU_BABO by teste.grau.babo$TRATAMENTO
## t = 0.3172, df = 892, p-value = 0.7512
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  -0.1329345  0.1841873
## sample estimates:
## mean in group BABO_AMOSTRA   mean in group BABO_CARGA 
##                   14.61690                   14.59128
## BABO_AMOSTRA   BABO_CARGA 
##   0.06034865   0.05371297

BOXPLOT: AT nas Variedades Coletadas na F01

Grafico de médias de AT nas Variedades Coletadas na F01

ANOVA de AT nas Variedades Coletadas na F01

##                           Df Sum Sq Mean Sq F value Pr(>F)    
## carga.parametros.F01$VAR   5  178.5   35.69   34.84 <2e-16 ***
## Residuals                441  451.8    1.02                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##   Tukey multiple comparisons of means
##     95% family-wise confidence level
##     factor levels have been ordered
## 
## Fit: aov(formula = carga.parametros.F01$AT ~ carga.parametros.F01$VAR)
## 
## $`carga.parametros.F01$VAR`
##                                   diff        lwr       upr     p adj
## ISABEL-NIAGARA_BRANCA       0.27228524 -0.1540564 0.6986269 0.4487345
## BORDO_(IVES)-NIAGARA_BRANCA 0.30065577 -0.1359394 0.7372510 0.3606905
## BRS-MAGNA-NIAGARA_BRANCA    1.16927419 -1.7512724 4.0898208 0.8617959
## BRS_CARMEN-NIAGARA_BRANCA   1.28379800  0.5522829 2.0153131 0.0000109
## BRS_CORA-NIAGARA_BRANCA     2.62327419  1.9789163 3.2676321 0.0000000
## BORDO_(IVES)-ISABEL         0.02837053 -0.2903799 0.3471209 0.9998539
## BRS-MAGNA-ISABEL            0.89698895 -2.0082785 3.8022564 0.9503056
## BRS_CARMEN-ISABEL           1.01151276  0.3436050 1.6794205 0.0002604
## BRS_CORA-ISABEL             2.35098895  1.7798641 2.9221138 0.0000000
## BRS-MAGNA-BORDO_(IVES)      0.86861842 -2.0381714 3.7754083 0.9566720
## BRS_CARMEN-BORDO_(IVES)     0.98314223  0.3086432 1.6576413 0.0005178
## BRS_CORA-BORDO_(IVES)       2.32261842  1.7437991 2.9014377 0.0000000
## BRS_CARMEN-BRS-MAGNA        0.11452381 -2.8509317 3.0799793 0.9999977
## BRS_CORA-BRS-MAGNA          1.45400000 -1.4911670 4.3991670 0.7191089
## BRS_CORA-BRS_CARMEN         1.33947619  0.5151397 2.1638127 0.0000639

BOXPLOT: pH nas Variedades Coletadas na F01

Grafico de médias de pH nas Variedades Coletadas na F01

ANOVA de pH nas Variedades Coletadas na F01

##                           Df Sum Sq Mean Sq F value   Pr(>F)    
## carga.parametros.F01$VAR   5  1.310 0.26200   16.32 8.82e-15 ***
## Residuals                441  7.081 0.01606                     
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##   Tukey multiple comparisons of means
##     95% family-wise confidence level
##     factor levels have been ordered
## 
## Fit: aov(formula = carga.parametros.F01$PH ~ carga.parametros.F01$VAR)
## 
## $`carga.parametros.F01$VAR`
##                                    diff          lwr        upr     p adj
## BRS_CORA-ISABEL             0.061285451 -0.010209666 0.13278057 0.1405262
## BORDO_(IVES)-ISABEL         0.083224048  0.043321916 0.12312618 0.0000001
## BRS_CARMEN-ISABEL           0.090642594  0.007031902 0.17425329 0.0247769
## BRS-MAGNA-ISABEL            0.096118785 -0.267571311 0.45980888 0.9744663
## NIAGARA_BRANCA-ISABEL       0.154747817  0.101377096 0.20811854 0.0000000
## BORDO_(IVES)-BRS_CORA       0.021938596 -0.050519737 0.09439693 0.9542071
## BRS_CARMEN-BRS_CORA         0.029357143 -0.073835772 0.13255006 0.9648534
## BRS-MAGNA-BRS_CORA          0.034833333 -0.333851512 0.40351818 0.9998040
## NIAGARA_BRANCA-BRS_CORA     0.093462366  0.012799711 0.17412502 0.0125863
## BRS_CARMEN-BORDO_(IVES)     0.007418546 -0.077017264 0.09185436 0.9998629
## BRS-MAGNA-BORDO_(IVES)      0.012894737 -0.350985936 0.37677541 0.9999985
## NIAGARA_BRANCA-BORDO_(IVES) 0.071523769  0.016869472 0.12617807 0.0027826
## BRS-MAGNA-BRS_CARMEN        0.005476190 -0.365748420 0.37670080 1.0000000
## NIAGARA_BRANCA-BRS_CARMEN   0.064105223 -0.027468026 0.15567847 0.3417869
## NIAGARA_BRANCA-BRS-MAGNA    0.058629032 -0.306973755 0.42423182 0.9974417

BOXPLOT: DENSIDADE nas Variedades Coletadas na F01

Grafico de médias de DENSIDADE nas Variedades Coletadas na F01

ANOVA de pH nas Variedades Coletadas na F01

##                           Df   Sum Sq   Mean Sq F value Pr(>F)    
## carga.parametros.F01$VAR   5 0.003406 0.0006813   19.41 <2e-16 ***
## Residuals                441 0.015483 0.0000351                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##   Tukey multiple comparisons of means
##     95% family-wise confidence level
##     factor levels have been ordered
## 
## Fit: aov(formula = carga.parametros.F01$DENSIDADE ~ carga.parametros.F01$VAR)
## 
## $`carga.parametros.F01$VAR`
##                                     diff           lwr         upr
## NIAGARA_BRANCA-BORDO_(IVES) 0.0005691744 -0.0019865311 0.003124880
## BRS_CARMEN-BORDO_(IVES)     0.0015978227 -0.0023505049 0.005546150
## BRS-MAGNA-BORDO_(IVES)      0.0032240132 -0.0137915172 0.020239543
## ISABEL-BORDO_(IVES)         0.0046436264  0.0027777512 0.006509502
## BRS_CORA-BORDO_(IVES)       0.0093023465  0.0059141012 0.012690592
## BRS_CARMEN-NIAGARA_BRANCA   0.0010286482 -0.0032534352 0.005310732
## BRS-MAGNA-NIAGARA_BRANCA    0.0026548387 -0.0144412199 0.019750897
## ISABEL-NIAGARA_BRANCA       0.0040744520  0.0015787681 0.006570136
## BRS_CORA-NIAGARA_BRANCA     0.0087331720  0.0049612821 0.012505062
## BRS-MAGNA-BRS_CARMEN        0.0016261905 -0.0157327519 0.018985133
## ISABEL-BRS_CARMEN           0.0030458037 -0.0008639402 0.006955548
## BRS_CORA-BRS_CARMEN         0.0077045238  0.0028790898 0.012529958
## ISABEL-BRS-MAGNA            0.0014196133 -0.0155870055 0.018426232
## BRS_CORA-BRS-MAGNA          0.0060783333 -0.0111618464 0.023318513
## BRS_CORA-ISABEL             0.0046587201  0.0013155160 0.008001924
##                                 p adj
## NIAGARA_BRANCA-BORDO_(IVES) 0.9881302
## BRS_CARMEN-BORDO_(IVES)     0.8562702
## BRS-MAGNA-BORDO_(IVES)      0.9943738
## ISABEL-BORDO_(IVES)         0.0000000
## BRS_CORA-BORDO_(IVES)       0.0000000
## BRS_CARMEN-NIAGARA_BRANCA   0.9832837
## BRS-MAGNA-NIAGARA_BRANCA    0.9978057
## ISABEL-NIAGARA_BRANCA       0.0000578
## BRS_CORA-NIAGARA_BRANCA     0.0000000
## BRS-MAGNA-BRS_CARMEN        0.9998120
## ISABEL-BRS_CARMEN           0.2261734
## BRS_CORA-BRS_CARMEN         0.0000923
## ISABEL-BRS-MAGNA            0.9998935
## BRS_CORA-BRS-MAGNA          0.9148164
## BRS_CORA-ISABEL             0.0010910

DISPERSAO - AT x BABO

## No trace type specified:
##   Based on info supplied, a 'scatter' trace seems appropriate.
##   Read more about this trace type -> https://plot.ly/r/reference/#scatter
## No scatter mode specifed:
##   Setting the mode to markers
##   Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode

Multivariada - Cluster - AT, pH, BABO

Multivariada - PCA - AT, pH, BABO, DENSIDADE

##                PH      AT   BABO DENSIDADE
## PH         1.0000 -0.0806 0.0286    0.0247
## AT        -0.0806  1.0000 0.0458    0.0442
## BABO       0.0286  0.0458 1.0000    0.9899
## DENSIDADE  0.0247  0.0442 0.9899    1.0000

##           Dim.1 Dim.2 Dim.3 Dim.4
## PH         0.05  0.74  0.67  0.00
## AT         0.09 -0.73  0.68  0.00
## BABO       1.00  0.02 -0.04 -0.07
## DENSIDADE  1.00  0.01 -0.05  0.07
##           Dim.1 Dim.2 Dim.3 Dim.4
## PH         0.00  0.55  0.45  0.00
## AT         0.01  0.53  0.46  0.00
## BABO       0.99  0.00  0.00  0.01
## DENSIDADE  0.99  0.00  0.00  0.01
##           Dim.1 Dim.2 Dim.3 Dim.4
## PH         0.11 50.85 49.04  0.00
## AT         0.37 49.11 50.51  0.00
## BABO      49.77  0.02  0.20 50.01
## DENSIDADE 49.75  0.02  0.24 49.99
## [1] 100

Teste Termomaceração - 04/03/2020 - 12 Amostras de ISABEL, 9:30h até 16h, Tombador 3, Filial 01.

AT

TESTE T para AT

## 
##  Welch Two Sample t-test
## 
## data:  termomaceracao$AT by termomaceracao$TRATAMENTO
## t = 6.7042, df = 11.226, p-value = 3.038e-05
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  1.614009 3.185991
## sample estimates:
## mean in group pos mean in group pre 
##          8.040833          5.640833

BRIX

DENSIDADE