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Clculo Krigagem
Ponto X Y Z Distncia Diff 2 Semivariancia
A 1 5 100 AB 2 25 12.5
B 1 3 105 AC 2.236 25 12.5
C 3 4 105 AD 3 0 0
D 4 5 100 AE 5.657 225 112.5
E 5 1 115 BC 2.236 0 0
F 1 4 ? BD 3.606 25 12.5
BE 4.472 100 50
CD 1.414 25 12.5
CE 3.606 100 50
DE 4.123 225 112.5
Distncias
A B C D E
y= 15.566 *X A 0 2 2.236 3 5.657
B 2 0 2.236 3.606 4.472
C 2.236 2.236 0 1.414 3.606
D 3 3.606 1.414 0 4.123
E 5.657 4.472 3.606 4.123 0
Semivarincia Matriz
A B C D E
A 0 31.132 34.80558 46.698 88.056862
A, 100
B, 105
C, 105
D, 100
E, 115
F, ?
0
1
2
3
4
5
6
0 1 2 3 4 5 6
Pontos
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B 31.132 0 34.80558 56.130996 69.611152
C 34.80558 34.80558 0 22.010324 56.130996
D 46.698 56.131 22.01032 0 64.178618
E 88.05686 69.61115 56.131 64.178618 0
1 1 1 1 1
Inversa-0.02233 0.013094 0.006106 0.0057639 -0.002631434
0.013094 -0.02295 0.009415 -0.0040903 0.004532848
0.006106 0.009415 -0.03977 0.0197369 0.004507778
0.005764 -0.00409 0.019737 -0.0251703 0.003759727
-0.00263 0.004533 0.004508 0.0037597 -0.010168919
0.342384 0.178702 -0.22766 0.2847172 0.421858922
Distncia emivariancia
AF 1 15.566BF 1 15.566
CF 2 31.132
DF 3.162278 49.22401
EF 5 77.83
1
Pesos Valor Produto Varincia
AF 0.467586 100 46.758601 7.278443773
BF 0.469821 105 49.331218 7.313235602
CF 0.098323 105 10.323942 3.060999578DF -0.02114 100 -2.1144764 -1.040830147
EF -0.01459 115 -1.6773464 -1.135198862
F -0.21089 ? 102.6219 -0.210886564
15.26576338
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LAG 1 Distncia Diff^2 Semivariancia LAG Distncia
CD 1.414 25 12.5 1 1.707
AB 2 25 12.5 2 2.491
Mdia 1.707 25 12.5 3 3.606
AC 2.236 25 12.5 4 4.298
BC 2.236 0 0 5 5.657
AD 3 0 0
Mdia 2.491 8.333 4.167
BD 3.606 25 12.5
CE 3.606 100 50
Mdia 3.606 62.5 31.25
DE 4.123 225 112.5
BE 4.472 100 50
Mdia 4.298 162.5 81.25
AE 5.657 225 112.5
Mdia 5.657 225 112.5
1
5
1
2
3
4
0
20
40
60
80
100
120
0
Semivarincia
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1
1
1
1
0
0.342383646
0.178701553
-0.227661345
0.284717224
0.421858922
-48.08275032
Erro Padro 95% (1.96)
3.907142611 7.657999517
94.96393806 102.6219376 110.2799371
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SemiVariana
12.5
4.167
31.25
81.25
112.5
1.707, 12.5
2.491, 4.167
3.606, 31.25
4.298, 81.25
5.657, 112.5
y = 15.566xR = 0.6771
1 2 3 4 5 6
Distncia
Modelo
Series1
Linear (Series1)
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Clculo Krigagem
Ponto X Y Z Distncia Diff^2 Semivariancia
A 1 5 100 AB 2 25 12.5
B 1 3 105 AC 2.236 25 12.5
C 3 4 105 AD 3 0 0
D 4 5 100 AE 5.657 225 112.5
E 5 1 115 BC 2.236 0 0
F 1 4 ? BD 3.606 25 12.5
BE 4.472 100 50
CD 1.414 25 12.5
CE 3.606 100 50
DE 4.123 225 112.5
Distncias
A B C D E
A 0 2 2.236 3 5.657
B 2 0 2.236 3.606 4.472
C 2.236 2.236 0 1.414 3.606
D 3 3.606 1.414 0 4.123
E 5.657 4.472 3.606 4.123 0
y= 4.5999 *X -5.2013 *X
Semivarincia Matriz
A B C D E
A 0 7.997 11.36799483 25.7952 117.7806311
A, 100
B, 105
C, 105
D, 100
E, 115
F, ?
0
1
2
3
4
5
6
0 1 2 3 4 5 6
Pontos
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B 7.997 0 11.36799483 41.057697 68.73219292
C 11.36799 11.36799 0 1.8423835 41.05769748
D 25.7952 41.0577 1.84238346 0 56.74933359
E 117.7806 68.73219 41.05769748 56.749334 0
1 1 1 1 1
Inversa0.049681 -0.03931 -0.016173361 -0.0221906 0.027992299
-0.03931 0.032586 -0.028278613 0.0511852 -0.016182699
-0.01617 -0.02828 0.118688017 -0.0581234 -0.016112683
-0.02219 0.051185 -0.05812336 0.03134 -0.002211256
0.027992 -0.01618 -0.016112683 -0.0022113 0.006514339
-1.22632 0.646558 2.273964995 -0.2965614 -0.397641261
Distncia Semivariancia
AF 1 -0.6014BF 1 -0.6014
CF 2 7.997
DF 3.162278 29.55104521
EF 5 88.991
1
Pesos Valor Produto
0.473411 100 47.341055
0.496919 105 52.176477
0.098357 105 10.327448-0.04946 100 -4.9461983
-0.01922 115 -2.2107644
-2.15328 ? 102.6880
98.25187632 102.68802 107.1241573
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LAG 1 Distncia Diff^2 Semivariancia LAG Distncia
CD 1.414 25 12.5 1 1.707
AB 2 25 12.5 2 2.491
Mdia 1.707 25 12.5 3 3.606
AC 2.236 25 12.5 4 4.298
BC 2.236 0 0 5 5.657
AD 3 0 0
Mdia 2.491 8.333 4.167
BD 3.606 25 12.5
CE 3.606 100 50
Mdia 3.606 62.5 31.25
DE 4.123 225 112.5
BE 4.472 100 50
Mdia 4.298 162.5 81.25
AE 5.657 225 112.5
Mdia 5.657 225 112.5
1
5
1
2
3
4
0
20
40
60
80
100
120
140
0
Semivarincia
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1
1
1
1
0
-1.226320761
0.646558441
2.273964995
-0.296561414
-0.397641261
23.46334949
Varincia
-0.284709103
-0.298846981
0.786558129-1.46165329
-1.710766424
-2.153276578 Erro Padro 95% (1.96)
-5.122694246 2.26333697 4.436140464
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SemiVariana
12.5
4.167
31.25
81.25
112.5
1.707, 12.5
2.491, 4.167
3.606, 31.25
4.298, 81.25
5.657, 112.5
y = 4.5999x2- 5.2013xR = 0.9238
1 2 3 4 5 6
Distncia
Modelo
Series1
Poly. (Series1)
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RESUMO DOS RESULTADOS
Estatstica de regresso
R mltiplo 0.9283926
R-Quadrado 0.861912819
R-quadrado ajustado 0.611912819
Erro padro 26.5428034Observaes 5
ANOVA
gl SQ MQ F F de significao
Regresso 1 17589.90724 17589.90724 24.96720738 0.015420152
Resduo 4 2818.081649 704.5204123
Total 5 20407.98889
Coeficientes Erro padro Stat t valor-P 95% inferiores
Interseo 0 #N/A #N/A #N/A #N/AVarivel X 1 15.56587638 3.11521907 4.996719662 0.007507842 6.916641641
RESULTADOS DE RESDUOS
Observao Y previsto Resduos
1 26.57095098 -14.07095098
2 38.77459806 -34.60759806
3 56.13055023 -24.88055023
4 66.90213668 14.347863325 88.05616268 24.44383732
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95% superiores Inferior 95.0% Superior 95.0%
#N/A #N/A #N/A24.21511112 6.916641641 24.21511112
0
20
40
60
80
100
120
0 1 2
Y
Vari
Varivel X 1 Pl
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y = 15.566xR = 1
3 4 5 6
vel X 1
tagem de ajuste de linha
Y
Y previsto
Linear (Y previsto)
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X0 100 100 ???
X1 100 150 30
X2 150 200 42
X3 250 100 38
X4 50 50 27
Modelo Esfrico
Xij= C1 + C0 - (h)
C1 = 20
C0 = 2
a = 200
(h) (h) (h) Xij
X1X0 50.000 9.344 12.656
X2X0 111.803 17.024 4.976
X3X0 150.000 20.281 1.719
X4X0 70.711 12.165 9.835
X1X2 70.711 12.165 9.835
X1X3 158.114 20.776 1.224 Matriz Gama
X1X4 111.803 17.024 4.976
X2X3 141.421 19.678 2.322 X1 X2 X3 X4
X2X4 180.278 21.718 0.282 X1 22.000 9.835 1.224 4.976
X3X4 206.155 22.000 0.000 X2 9.835 22.000 2.322 0.282
X1X1 0.000 0.000 22.000 X3 1.224 2.322 22.000 0.000
X2X2 0.000 0.000 22.000 X4 4.976 0.282 0.000 22.000
X3X3 0.000 0.000 22.000 1 1 1 1
X4X4 0.000 0.000 22.000
Inversa
0.057544 -0.03154 -0.00663 -0.01937-0.03154 0.050287 -0.0144 -0.00435
-0.00663 -0.0144 0.033344 -0.01231
-0.01937 -0.00435 -0.01231 0.036041
0.14874 0.238529 0.30799 0.304741
Z(X0) =
23.80135
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1
1
1
1
0
Vetor g Varincia
0.14874 12.656 0.518147 6.5578040.238529 4.976 0.022067 0.109817
0.30799 1.719 0.08859 0.152265
0.304741 9.835 0.371195 3.650826
-7.51178 1 -0.91569 -0.91569
9.555024
95%
29.85995 3.09112 6.058595
29.85995 35.91854
100, 100
100, 150
150, 20
50, 50
0
50
100
150
200
250
0 50 100 150
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11.399
0.217
0.1081.847
12.656
250, 100
200 250 300
Series1
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