Idf Minimos Cuadrados

8/18/2019 Idf Minimos Cuadrados

1/71

Años Tiempo (min) 5 10 15

1957P (mm) 5.3 10.0 14.5

I (mm/h) 63.6 60.0 58.0

1958P (mm) 4.6 6.8 10.2

I (mm/h) 55.2 40.8 40.8

1959P (mm) 7.4 12.5 17.1

I (mm/h) 88.8 75.0 68.4

1960P (mm) 8.2 13.0 16.5

I (mm/h) 98.4 78.0 66.0

1961P (mm) 10.0 14.7 15.5

I (mm/h) 120.0 88.2 62.0

1962P (mm) 7.8 11.5 15.0

I (mm/h) 93.6 69.0 60.0

1963P (mm) 6.8 12.5 14.8

I (mm/h) 81.6 75.0 59.2

1964P (mm) 6.9 8.2 10.3

I (mm/h) 82.8 49.2 41.2

1965P (mm) 4.5 8.0 8.8

I (mm/h) 54.0 48.0 35.2

1966P (mm) 6.7 7.0 8.8

I (mm/h) 80.4 42.0 35.2

1967P (mm) 9.9 12.0 17.5

I (mm/h) 118.8 72.0 70.0

1968P (mm) 7.8 10.0 15.8

I (mm/h) 93.6 60.0 63.2

1969P (mm) 9.5 10.5 13.0

I (mm/h) 114.0 63.0 52.0

1970P (mm) 5.0 6.9 7.4

I (mm/h) 60.0 41.4 29.6

1971P (mm) 3.0 4.5 6.2

I (mm/h) 36.0 27.0 24.8

1972P (mm) 5.2 7.3 9.4

I (mm/h) 62.4 43.8 37.6

1973P (mm) 4.4 7.5 9.9

I (mm/h) 52.8 45.0 39.6

1974P (mm) 5.8 7.5 8.5

I (mm/h) 69.6 45.0 34.0

1975P (mm) 4.0 8.0 12.5

I (mm/h) 48.0 48.0 50.0

1976P (mm) 7.0 12.5 17.5

I (mm/h) 84.0 75.0 70.0

1977P (mm) 6.0 11.5 14.0

I (mm/h) 72.0 69.0 56.0

Orden 1 2 3


P (mm) 5.3 10.0 14.5


2/71

I (mm/h) 63.6 60.0 58.0

Tr 9.0 4.5 3.0

P (%) 88.9 77.8 66.7

n 8

!I"I!O# $A&'A&O#

Pendiene m -0.156 50.84*''O' 0.05 6.57

R2 = 0.6 15.2962667476


1958P (mm) 4.6 6.8 10.2

I (mm/h) 55.2 40.8 40.8

!I"I!O# $A&'A&O#

Pendiene -0.114 37.27

*''O' 0.04 5.23

R2 = 0.6 12.1913181327

I TR

Ordend ene+ Ori,en

25 0

30.0

35.0

40.0

45.0

50.0

55.0

60.0

Inensidd (mm/h)

1958


3/71


1959P (mm) 7.4 12.5 17.1

I (mm/h) 88.8 75.0 68.4

!I"I!O# $A&'A&O#

Pendiene -0.190 67.09

*''O' 0.05 6.56

R2 = 0.7 15.2701479932


1960P (mm) 8.2 13.0 16.5

I (mm/h) 98.4 78.0 66.0

!I"I!O# $A&'A&O#

Pendiene -0.200 62.04

*''O' 0.08 10.84

R2 = 0.5 25.2557655021

Ordend ene+ Ori,en

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180

0.0

5.0

10.0

15.0

20.0

TI*!PO (

0 15 30 45 60 75 90 105 120 135 150 165 180 19TI*!PO (min)

A-is Ti+e

1959

1960


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1961P (mm) 10.0 14.7 15.5

I (mm/h) 120.0 88.2 62.0

!I"I!O# $A&'A&O#

Pendiene -0.211 63.89

*''O' 0.11 14.54

R2 = 0.4 33.8557001681


P (mm) 7.8 11.5 15.0

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180 19TI*!PO (min)

A-is Ti+e

0 15 30 45 60 75 90 105 120 135 15

A-is Ti+e

1961


5/71

I (mm/h) 93.6 69.0 60.0

!I"I!O# $A&'A&O#

Pendiene -0.183 56.84

*''O' 0.08 10.28

R2 = 0.5 23.9475670521


1963P (mm) 6.8 12.5 14.8

I (mm/h) 81.6 75.0 59.2

!I"I!O# $A&'A&O#

Pendiene -0.171 56.54

*''O' 0.06 8.60

R2 = 0.6 20.0263787313

Ordend ene+ Ori,en

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 15

A-is Ti+e

1962

A-is Ti+e

1963


6/71


1964P (mm) 6.9 8.2 10.3

I (mm/h) 82.8 49.2 41.2

!I"I!O# $A&'A&O#

Pendiene -0.137 42.07

*''O' 0.07 9.55

R2 = 0.4 22.2378382237


1965P (mm) 4.5 8.0 8.8

I (mm/h) 54.0 48.0 35.2

!I"I!O# $A&'A&O#

Pendiene -0.103 34.00

*''O' 0.05 6.41

R2 = 0.4 14.931156843

Ordend ene+ Ori,en

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180 19TI*!PO (min)

0 15 30 45 60 75 90 105 120 135 150 165 180 19TI*!PO (min)

A-is Ti+e

1964

30.0

35.0

40.0

45.0

50.0

55.01965


7/71


1966P (mm) 6.7 7.0 8.8

I (mm/h) 80.4 42.0 35.2

!I"I!O# $A&'A&O#

Pendiene -0.128 40.62

*''O' 0.06 8.59

R2 = 0.4 19.9954883308


1967P (mm) 9.9 12.0 17.5

I (mm/h) 118.8 72.0 70.0

!I"I!O# $A&'A&O#

Pendiene -0.219 74.14

*''O' 0.08 10.58

R2 = 0.6 24.6421043625

Ordend ene+ Ori,en

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180 19

0.0

5.0

10.0

15.0

20.0

25.0

TI*!PO (min)

A-is Ti+e

0 15 30 45 60 75 90 105 120 135 150 165 180 19TI*!PO (min)

A-is Ti+e

1966

1967


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1968

P (mm) 7.8 10.0 15.8

I (mm/h) 93.6 60.0 63.2

!I"I!O# $A&'A&O#

Pendiene -0.185 61.29

*''O' 0.06 8.79

R2 = 0.6 20.4665011218


1969P (mm) 9.5 10.5 13.0

I (mm/h) 114.0 63.0 52.0

!I"I!O# $A&'A&O#

Pendiene -0.183 55.15

*''O' 0.10 13.32

Ordend ene+ Ori,en

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180 19TI*!PO (min)

A-is Ti+e

0 15 30 45 60 75 90 105 120 135 150 165 180 19TI*!PO (min)

A-is Ti+e

1968


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R2 = 0.4 31.0268672446


1970P (mm) 5.0 6.9 7.4

I (mm/h) 60.0 41.4 29.6

!I"I!O# $A&'A&O#

Pendiene -0.106 33.28

*''O' 0.05 6.53

R2 = 0.5 15.1988911601


P (mm) 3.0 4.5 6.2

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180 19TI*!PO (min)

A-is Ti+e

1969

0 15 30 45 60 75 90 105 120 135 150 165 180 19

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

45.0

50.0

55.0

60.0

TI*!PO (min)

A-is Ti+e

1970


10/71

I (mm/h) 36.0 27.0 24.8

!I"I!O# $A&'A&O#

Pendiene -0.071 23.58

*''O' 0.03 3.48

R2 = 0.6 8.0935048553


1972

P (mm) 5.2 7.3 9.4

I (mm/h) 62.4 43.8 37.6

!I"I!O# $A&'A&O#

Pendiene -0.116 35.96

*''O' 0.05 6.95

R2 = 0.5 16.1951555711

Ordend ene+ Ori,en

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180 19

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

TI*!PO (min)

A-is Ti+e

1971

5.010.0

15.0

20.0

25.0

30.0

35.0

40.0

45.0

50.0

55.0

60.0

65.0

A-is Ti+e

1972


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1973

P (mm) 4.4 7.5 9.9

I (mm/h) 52.8 45.0 39.6!I"I!O# $A&'A&O#

Pendiene -0.116 38.16

*''O' 0.04 4.87

R2 = 0.6 11.3314873383


1974P (mm) 5.8 7.5 8.5

I (mm/h) 69.6 45.0 34.0

!I"I!O# $A&'A&O#

Pendiene -0.115 35.87

*''O' 0.06 8.02

R2 = 0.4 18.675043768

Ordend ene+ Ori,en

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180 19

.

TI*!PO (min)

0 15 30 45 60 75 90 105 120 135 150 165 180 19

0.05.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

45.0

50.0

55.0

TI*!PO (min)

A-is Ti+e

1973

35.0

40.0

45.0

50.0

55.0

60.0

65.0

70.0

A-is Ti+e

1974


12/71


1975P (mm) 4.0 8.0 12.5

I (mm/h) 48.0 48.0 50.0

!I"I!O# $A&'A&O#

Pendiene -0.127 41.27

*''O' 0.04 5.06

R2 = 0.7 11.790153381


1976P (mm) 7.0 12.5 17.5

I (mm/h) 84.0 75.0 70.0

!I"I!O# $A&'A&O#

Pendiene -0.184 62.47

*''O' 0.06 8.22

R2 = 0.6 19.156387389

Ordend ene+ Ori,en

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180 190.0

5.0

10.0

15.0

20.0

25.0

.

TI*!PO (min)

0 15 30 45 60 75 90 105 120 135 150 165 180 19

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

45.0

50.0

TI*!PO (min)

A-is Ti+e

1975

1976


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1977P (mm) 6.0 11.5 14.0

I (mm/h) 72.0 69.0 56.0

!I"I!O# $A&'A&O#

Pendiene -0.161 51.70

*''O' 0.06 7.78

R2 = 0.6 18.1309843798

Ordend ene+ Ori,en

0 15 30 45 60 75 90 105 120 135 150 165 180TI*!PO (mi

A-is Ti+e

0 15 30 45 60 75 90 105 120 135 150 165 180 19

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

45.0

50.0

55.0

60.0

65.0

70.0

75.0

TI*!PO (min)

A-is Ti+e

1977


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20 30 60 120 360

17.4 19.7 21.0 22.4 25.8

52.2 39.4 21.0 11.2 4.3

11.4 13.8 16.5 17.7 19.5

34.2 27.6 16.5 8.9 3.3

20.1 26.0 43.0 47.3 48.460.3 52.0 43.0 23.7 8.1

18.0 19.9 21.0 21.7 24.6

54.0 39.8 21.0 10.9 4.1

14.0 17.1 19.8 20.5 24.7

42.0 34.2 19.8 10.3 4.1

16.6 18.2 18.8 18.9 25.6

49.8 36.4 18.8 9.5 4.3

16.0 18.9 24.5 27.8 37.1

48.0 37.8 24.5 13.9 6.2

10.8 11.6 12.6 13.7 18.9

32.4 23.2 12.6 6.9 3.2

9.3 9.9 10.3 16.7 28.0

27.9 19.8 10.3 8.4 4.7

11.0 12.8 17.4 17.5 21.3

33.0 25.6 17.4 8.8 3.6

23.3 30.2 38.1 39.2 51.1

69.9 60.4 38.1 19.6 8.5

21.0 24.0 27.2 27.9 38.3

63.0 48.0 27.2 14.0 6.4

13.9 14.5 16.0 17.6 20.3

41.7 29.0 16.0 8.8 3.4

8.6 11.2 11.6 14.5 15.2

25.8 22.4 11.6 7.3 2.5

7.2 8.0 10.5 12.2 14.6

21.6 16.0 10.5 6.1 2.4

10.1 10.2 11.9 13.6 15.2

30.3 20.4 11.9 6.8 2.5

11.8 14.8 18.1 18.9 20.1

35.4 29.6 18.1 9.5 3.4

8.6 9.2 12.0 16.3 17.5

25.8 18.4 12.0 8.2 2.9

14.0 16.3 18.4 18.8 19.5

42.0 32.6 18.4 9.4 3.3

19.5 23.0 27.4 33.7 46.8

58.5 46.0 27.4 16.9 7.8

15.2 16.4 22.7 22.9 24.2

45.6 32.8 22.7 11.5 4.0

4 5 6 7 8

20 30 60 120 360

17.4 19.7 21.0 22.4 25.8


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52.2 39.4 21.0 11.2 4.3

2.3 1.8 1.5 1.3 1.1

55.6 44.4 33.3 22.2 11.1

. m n mínimos cua!aos

Tr "#!ioo # !#$o!no

T Ti#m%o u!aci&n # 'a ''u(ia )min*

20 30 60 120 360

11.4 13.8 16.5 17.7 19.5

34.2 27.6 16.5 8.9 3.3

y = -0,1144x +37,267

R² = 0,5976


16/71

20 30 60 120 360

20.1 26.0 43.0 47.3 48.4

60.3 52.0 43.0 23.7 8.1

20 30 60 120 360

18.0 19.9 21.0 21.7 24.6

54.0 39.8 21.0 10.9 4.1

195 210 225 240 255 270 285 300 315 330 345 360 in)

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,1895x +67,091

R² = 0,7221

y = -0,2003x +62,04

R² = 0,5147


17/71

20 30 60 120 360

14.0 17.1 19.8 20.5 24.7

42.0 34.2 19.8 10.3 4.1

20 30 60 120 360

16.6 18.2 18.8 18.9 25.6

5 210 225 240 255 270 285 300 315 330 345 360

0 165 180 195 210 225 240 255 270 285 300 315 330 345 360TI*!PO (min)

y = -0,2106x +63,895R² = 0,395


18/71

49.8 36.4 18.8 9.5 4.3

20 30 60 120 360

16.0 18.9 24.5 27.8 37.1

48.0 37.8 24.5 13.9 6.2

0 165 180 195 210 225 240 255 270 285 300 315 330 345 360TI*!PO (min)

y = -0,1829x +56,838R² = 0,4959

y = -0,1712x +56,541R² = 0,5521


19/71

20 30 60 120 360

10.8 11.6 12.6 13.7 18.932.4 23.2 12.6 6.9 3.2

20 30 60 120 360

9.3 9.9 10.3 16.7 28.0

27.9 19.8 10.3 8.4 4.7

5 210 225 240 255 270 285 300 315 330 345 360

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,1374x +42,072R² = 0,3916

y = -0,1028x +33,997R² = 0,4445


20/71

20 30 60 120 360

11.0 12.8 17.4 17.5 21.3

33.0 25.6 17.4 8.8 3.6

20 30 60 120 360

23.3 30.2 38.1 39.2 51.1

69.9 60.4 38.1 19.6 8.5

5 210 225 240 255 270 285 300 315 330 345 360

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,1275x +40,622R² = 0,407

y = -0,219x +74,138

R² = 0,5712


21/71

20 30 60 120 360

21.0 24.0 27.2 27.9 38.3

63.0 48.0 27.2 14.0 6.4

20 30 60 120 360

13.9 14.5 16.0 17.6 20.3

41.7 29.0 16.0 8.8 3.4

5 210 225 240 255 270 285 300 315 330 345 360

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,1855x +61,29R² = 0,5807


22/71

20 30 60 120 360

8.6 11.2 11.6 14.5 15.2

25.8 22.4 11.6 7.3 2.5

20 30 60 120 360

7.2 8.0 10.5 12.2 14.6

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,1827x +55,148R² = 0,3691

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,1059x +33,283R² = 0,4504


23/71

21.6 16.0 10.5 6.1 2.4

20 30 60 120 360

10.1 10.2 11.9 13.6 15.2

30.3 20.4 11.9 6.8 2.5

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,0714x +23,585R² = 0,5673

y = -0,1161x +35,961R² = 0,4642


24/71

20 30 60 120 360

11.8 14.8 18.1 18.9 20.1

35.4 29.6 18.1 9.5 3.4

20 30 60 120 360

8.6 9.2 12.0 16.3 17.5

25.8 18.4 12.0 8.2 2.9

5 210 225 240 255 270 285 300 315 330 345 360

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,1161x +38,161R² = 0,6391

y = -0,1147x +35,871R² = 0,3888


25/71

20 30 60 120 360

14.0 16.3 18.4 18.8 19.5

42.0 32.6 18.4 9.4 3.3

20 30 60 120 360

19.5 23.0 27.4 33.7 46.8

58.5 46.0 27.4 16.9 7.8

5 210 225 240 255 270 285 300 315 330 345 360

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,1266x +41,268R² = 0,6604

y = -0,1842x +62,465R² = 0,6092


26/71

20 30 60 120 360

15.2 16.4 22.7 22.9 24.2

45.6 32.8 22.7 11.5 4.0

195 210 225 240 255 270 285 300 315 330 345 360n)

5 210 225 240 255 270 285 300 315 330 345 360

y = -0,1614x +51,703R² = 0,5719


27/71


28/71

0 15 30 45 60 75 90 105 120 135 1

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

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50.0

55.0

60.0

65.0

A-is Ti+e


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40/71

y = -0,1565x +


41/71

50 165 180 195 210 225 240 255 270 285 300 315 330 345 360

TI*!PO (min)

50,84R² = 0,6384


42/71


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I


68/71

30 60 120 360 "/I/T o!#nana #

39.4 21.0 11.2 4.3 -0.15647974 50.8396801

27.6 16.5 8.9 3.3 0.0480834 6.5676102

52.0 43.0 23.7 8.1 0.63835224 15.2962667

39.8 21.0 10.9 4.1 10.5907292 6

34.2 19.8 10.3 4.1 2477.97409 1403.8546636.4 18.8 9.5 4.3 / /

37.8 24.5 13.9 6.2

23.2 12.6 6.9 3.2

19.8 10.3 8.4 4.7

25.6 17.4 8.8 3.6

60.4 38.1 19.6 8.5

48.0 27.2 14.0 6.4

29.0 16.0 8.8 3.4

22.4 11.6 7.3 2.5

16.0 10.5 6.1 2.420.4 11.9 6.8 2.5

29.6 18.1 9.5 3.4

18.4 12.0 8.2 2.9

32.6 18.4 9.4 3.3

46.0 27.4 16.9 7.8

32.8 22.7 11.5 4.0

65.0

70.0

75.0

80.0

85.0

90.0

95.0

100.0

105.0

110.0

115.0

120.0

125.0

88.8

75.0

68.4

)x* = 357.9878818657 x-0.5987259565

R² = 0.9504895105

)x* = 301.2109514341 x-0.676884099

R² = 0.9275614803


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0 20 40 60 80 100 120 140 160

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

45.0

50.0

55.0

60.0 60.3

52.0

43.0

23.7

Tiempo

ensidd I(mm/h)


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inimos cua!aos

#' o!i#n

/ / / "#n i

/ / /

/ / /

/ / /

/ / // / /

1957

"o#! )1957*

1958

1959

1960

1961

1962

1963

1964


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80 200 220 240 260 280 300 320 340 360

8.1

1966

1967

"o#! )1967*

1968

1969

19701971

1972

1973

1974

1975

1976

1977

(min)

Idf Minimos Cuadrados

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Transcript of Idf Minimos Cuadrados