02 Precipitacion

PRECIPITACION (mm) TOTAL MENSUAL Estacion Parametro Fuente

HUANUCO CAYHUAYNA PRECIPITACION PROMEDIO MENSUAL SENAMHI

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

AGOSTO

1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003

48.80 72.40 42.00 105.80 49.70 57.30 20.80 40.70 35.60 88.90 56.60 45.80 25.70 37.40 17.50 54.60 38.70 59.50 54.60 93.50 82.60 68.20 45.20 29.50 44.70

52.10 61.30 45.90 102.70 16.40 104.90 57.90 83.90 65.00 84.10 43.80 13.50 44.30 86.00 40.90 57.50 50.40 33.10 41.60 63.00 88.50 89.60 36.20 56.40 26.90

40.20 66.50 49.70 106.30 112.40 87.60 46.10 113.40 57.00 34.90 106.20 34.70 90.40 66.20 74.30 41.30 50.30 41.70 26.50 66.90 109.30 126.30 85.20 83.10 70.50

43.00 31.70 19.90 30.10 22.80 41.90 82.30 9.80 32.60 42.70 28.80 52.80 29.10 20.60 25.90 57.60 26.00 69.30 15.10 3.10 22.30 30.30 46.20 56.50 24.60

13.70 16.00 8.60 4.00 3.80 54.00 14.10 18.10 6.30 6.50 14.80 33.00 3.00 0.00 16.80 23.40 3.60 23.00 9.60 2.80 18.40 10.10 10.40 18.20 14.30

5.80 8.00 0.60 2.40 6.40 8.60 2.90 12.90 10.70 0.00 11.50 15.10 10.10 12.40 12.30 0.00 1.40 0.00 2.20 2.10 15.10 16.00 3.30 2.90 0.30

1.60 4.00 46.80 4.20 0.30 0.00 5.90 4.00 8.90 6.20 0.00 1.50 4.80 0.00 5.90 0.00 1.20 0.10 0.00 0.00 8.60 3.60 8.40 12.80 0.10

3.00 7.40 5.70 11.50 3.60 6.50 16.00 15.80 4.00 1.90 2.50 7.10 0.00 36.00 6.30 0.00 0.40 5.30 9.60 2.80 0.60 17.10 10.20 4.10 9.40

2004 2005 2006 2007 2008 2009 2010

Estacion Parametro Fuente

33.60 32.60 81.90

31.70 45.00 48.40

59.60 92.70 112.70

31.20 12.20 38.60

24.80 1.40 2.00

5.10 0.00 6.20

5.60 2.00 3.50

16.70 8.60 2.90

AMBO PRECIPITACION PROMEDIO MENSUAL SENAMHI

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

AGOSTO

1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991

154.80 57.40 174.90 102.70 72.70 84.10 72.40 13.70 66.40 66.20 63.00

59.00 36.30 78.70 140.70 43.10 76.70 43.40 68.80 74.00 85.10 119.50

68.60 96.50 114.70 62.10 52.30 57.20 75.60 140.50 136.20 85.80 86.10

50.80 48.20 81.40 19.00 4.30 47.20 44.30 74.60 47.60 22.60 57.10

2.40 24.00 5.80 68.70 6.20 18.90 32.60 1.80 1.00 18.60 5.20

10.10 7.00 47.00 7.70 6.70 7.50 6.80 0.00 0.00 4.40 12.30

31,4 3,6 3.50 2.20 2.90 3.50 0.00 14,0 3.40 1.00 0.00

4.20 6.60 34.60 7.90 2.50 8.50 1.00 4,1 1.00 5.40 7.20

1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010


PUENTE RAQUIA PRECIPITACION PROMEDIO MENSUAL SENAMHI

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

AGOSTO

1979

34.17

54.38

49.12

29.14

12.50

8.00

5.20

4.20

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010

21.60 33.25 27.21

39.25 56.31 21.60

66.50 48.31 41.42

29.93 26.90 32.30

11.36 14.20 14.71

7.50 9.00 9.91

5.81 6.16 5.52

5.51 5.58 3.23

34.62 26.28 50.04 64.63 95.49 32.71 32.86 25.15

84.33 43.76 82.92 48.68 162.32 41.64 26.28 19.42

58.38 37.20 109.21 27.94 31.05 61.73 28.16 50.39

44.47 36.66 42.21 16.20 40.40 34.77 12.91 23.02

13.40 15.06 9.60 9.95 14.76 15.30 10.66 14.68

8.24 10.29 8.89 5.78 9.41 10.58 14.19 7.83

5.84 7.58 6.20 5.19 6.60 5.84 6.76 5.55

7.06 5.58 4.90 4.09 5.34 5.26 4.74 4.28

7.92 31.39 71.21 32.02 25.30 18.81 32.82 14.41

14.14 69.03 185.05 33.93 25.63 29.73 71.16 52.54

30.33 51.42 102.88 83.91 25.26 27.72 53.32 47.81

10.54 49.55 64.28 47.74 26.18 14.39 21.55 18.87

6.02 21.61 19.11 18.48 12.30 9.29 7.81 10.33

4.96 7.81 7.37 11.38 7.94 6.41 4.74 6.58

3.37 5.43 5.40 9.67 6.55 5.87 4.43 5.61

4.11 3.73 3.65 7.10 5.98 5.46 3.47 4.16


YANAHUANCA PRECIPITACION PROMEDIO MENSUAL SENAMHI

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

AGOSTO

1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000

154.70 165.70 166.40 77.80 54.80 75.70 142.90 102.30 90.10 101.80 69.50 244.20 9.00 53.00 59.70 46.40

212.60 179.10 230.00 110.00 77.10 281.00 102.10 140.00 104.50 121.00 100.00 124.30 32.10 78.20 51.30 24.50

203.20 238.20 108.20 191.10 149.60 191.60 93.60 121.30 90.00 130.30 126.50 86.40 47.80 139.10 241.90 91.50

48.00 62.20 123.70 112.90 23.40 4.80 68.10 366.00 49.00 62.00 50.00 157.90 0.00 75.50 72.00 11.60

14.30 94.00 28.90 15.70 0.00 0.00 44.70 21.00 16.30 12.00 9.80 15.90 2.00 51.30 67.40 0.00

17.50 7.30 7.40 3.50 0.00 0.00 5.40 4.10 6.20 2.80 3.20 0.00 6.80 144.20 17.50 45.90

10.20 11.70 19.40 20.70 4.80 0.00 6.90 5.80 0.00 1.70 2.60 0.00 0.40 10.10 0.00 15.10

32.60 9.80 32.20 12.60 6.10 135.60 32.80 35.00 25.20 38.00 26.30 3.00 64.50 11.40 0.90 91.20

2001 2002 2003 2004 2005 2006 2007 2008 2009 2010


CARHUAMAYO PRECIPITACION PROMEDIO MENSUAL ELECTROANDES S.A

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

AGOSTO

1979 1980 1981 1982 1983 1984 1985 1986 1987 1988

34.17 75.10 108.70 129.30 118.20 135.80 90.30 119.80 206.20 243.80

54.38 135.90 135.40 158.90 53.50 211.10 94.20 160.30 61.80 109.90

49.12 76.00 104.00 71.80 97.80 62.40 80.80 166.00 68.00 65.70

29.14 37.60 30.60 96.10 89.30 83.20 101.70 113.30 38.90 82.80

12.50 30.20 34.20 24.50 18.50 19.20 12.70 53.10 48.00 13.30

8.00 3.80 17.10 7.20 56.90 21.70 10.40 11.40 12.70 0.50

5.20 15.60 1.30 8.10 5.80 5.00 12.00 4.10 10.40 0.80

4.20 7.20 48.90 22.10 8.00 26.90 10.20 20.80 8.30 0.80

1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010

209.60 126.00 85.90 54.00 133.70 139.10

152.10 85.00 64.10 86.40 154.40 145.90

133.50 16.30 106.90 79.90 146.40 120.30

51.30 73.80 42.00 37.50 56.60 86.20

22.10 27.20 20.60 6.90 42.80 86.20

21.00 70.40 14.60 25.10 13.50 0.30

1.00 6.20 1.90 6.10 20.70 0.30

36.80 16.80 0.50 26.40 15.60 5.00

95.90 91.10 101.70 97.30 137.80 120.30 198.40

123.60 53.70 112.30 189.90 122.00 100.30 122.30

143.50 81.70 109.20 101.00 119.60 157.90 101.00

38.10 53.70 54.20 47.80 32.10 28.30 59.10

7.40 25.90 32.10 2.70 9.80 24.60 53.10

8.00 0.00 3.20 11.70 11.70 6.70 6.30

2.80 1.30 3.20 0.00 9.70 10.40 21.80

0.90 1.30 31.20 1.00 0.40 19.60 7.50

MENSUAL LATITUD LONGITUD ALTURA

:09° 58' "S" 76° 15' "W" 1947 msnm

SEPTIEMBRE OCTUBRE 9.60 8.80 7.40 6.00 1.60 7.80 20.60 12.10 11.00 0.80 12.00 10.90 8.20 2.00 8.00 32.70 7.20 2.30 7.60 3.80 57.60 11.90 7.40 8.40 12.60

38.00 19.20 49.90 39.70 6.70 17.20 7.00 12.90 23.20 14.50 75.90 86.80 32.30 97.40 16.60 64.40 23.20 23.60 29.80 29.30 20.70 9.50 36.90 110.80 17.10

Dpto. Prov. Dist. NOVIEMBRE DICIEMBRE 26.00 45.00 74.70 40.00 53.00 100.00 41.20 22.70 43.70 18.80 41.30 77.00 40.20 37.40 94.10 20.40 48.80 57.80 41.50 64.50 33.80 61.00 72.70 40.80 76.50

37.00 50.60 82.70 45.40 72.00 50.30 45.20 56.70 38.40 12.10 0.00 62.20 39.60 21.60 48.50 41.00 59.00 15.70 47.30 34.00 58.20 77.20 55.40 20.30 83.10

Huanuco Huanuco Pillko Marka TOTAL ANUAL 318.80 390.90 433.90 498.10 348.70 536.10 360.00 403.00 336.40 311.40 393.40 440.40 327.70 417.00 367.10 392.90 310.20 331.40 285.40 365.80 515.70 520.80 417.50 443.80 380.10

16.20 5.80 11.60

LATITUD LONGITUD ALTURA

28.60 51.50 46.00

:09° 58' "S" 76° 15' "W" 1947 msnm

SEPTIEMBRE OCTUBRE 0.00 33.90 18.10 32.90 10.20 39.90 9.50 40.90 1.50 12.00 8.50

34.80 26.30 66.70

47.40 19.90 42.70 68.30 10.10 15.60 43.80 20.30 37.30 60.80 76.00

104.60 106.90 89.10

Dpto. Prov. Dist.

NOVIEMBRE DICIEMBRE 16.60 57.20 58.10 59.40 45.20 135.10 64.20 87.00 63.60 103.50 60.80

52.10 77.90 64.50 86.60 25.50 47.80 60.20 64.80 86.70 79.10 59.30

392.50 385.00 509.60

Huanuco Ambo Ambo

TOTAL ANUAL 466.00 464.90 724.00 658.20 281.70 542.00 453.80 512.40 518.70 544.50 555.00


:10° 22' "S" 76° 12' "W" 2730 msnm

SEPTIEMBRE OCTUBRE 3.72

6.35

Dpto. Prov. Dist.

NOVIEMBRE DICIEMBRE 7.77

11.78

HUANUCO AMBO SAN RAFAEL

TOTAL ANUAL 226.33

5.00 5.49 2.43

9.06 8.76 3.09

17.58 23.05 2.56

28.38 26.06 10.13

5.18 10.44 4.80 3.63 4.50 6.13 4.90 1.77

12.06 9.32 6.14 3.98 5.35 8.56 14.65 2.95

22.97 14.67 7.91 7.81 5.00 11.46 28.11 4.98

26.13 24.31 10.27 13.81 8.58 11.54 22.72 8.86

3.81 4.73 3.66 7.28 5.92 4.10 3.19 4.02

8.46 8.91 8.87 8.07 5.92 5.51 3.99 5.21

4.82 46.33 10.37 10.91 7.46 8.47 5.35 4.65

9.35 77.62 12.05 13.31 11.03 8.82 9.58 10.74

247.48 263.07 174.11 322.68 241.15 343.09 211.69 388.80 245.52 206.94 168.88 107.83 377.56 493.90 283.80 165.47 144.58 221.41 184.93


:10° 29' "S" 76° 31' "W" 3184 msnm

SEPTIEMBRE OCTUBRE 135.30 89.10 134.40 37.00 10.70 68.90 27.50 26.00 19.20 32.10 40.10 61.60 39.00 81.90 69.50 13.00

12.10 136.90 74.00 83.30 207.10 178.30 81.10 61.00 53.10 48.60 83.20 55.40 160.10 106.40 118.70 144.10

Dpto. Prov. Dist. NOVIEMBRE DICIEMBRE 50.10 259.10 155.20 97.50 83.80 173.80 114.40 79.10 62.00 83.10 98.00 6.00 30.70 154.70 122.00 106.80

200.20 90.40 106.50 31.50 82.80 180.60 135.30 120.00 85.40 98.00 102.00 12.00 32.00 137.00 48.80 92.90

PASCO D.A. CARRION YANAHUANCA TOTAL ANUAL 1090.80 1343.50 1186.30 793.60 700.20 1290.30 854.80 1081.60 601.00 731.40 711.20 766.70 424.40 1042.80 869.70 683.00


:10° 55' "S" 76° 03' "W" 4125 msnm

SEPTIEMBRE OCTUBRE 3.72 13.00 44.20 36.80 46.70 25.70 64.80 46.60 46.60 25.50

6.35 78.70 141.00 109.20 53.00 50.50 78.00 82.40 52.30 53.20

Dpto. Prov. Dist. NOVIEMBRE DICIEMBRE 7.77 45.80 110.90 134.90 32.80 79.70 83.30 74.00 50.30 64.10

11.78 110.10 138.70 79.90 98.50 136.40 89.80 64.60 113.20 110.50

JUNIN JUNIN CARHUAMAYO TOTAL ANUAL 226.33 629.00 915.00 878.80 679.00 857.60 728.20 916.40 716.70 770.90

52.20 64.10 42.30 60.70 76.20 35.80

63.00 146.80 36.10 98.90 61.30 73.50

49.70 94.00 61.60 45.20 135.30 30.70

65.50 67.60 67.60 51.60 94.40 98.60

18.50 40.00 63.20 21.00 62.40 11.90 33.30

52.10 52.10 90.40 76.20 29.50 62.20 72.00

78.10 72.40 70.50 76.10 45.00 27.30 80.80

103.00 77.90 70.70 89.50 126.70 119.30 170.80

857.80 794.20 544.10 578.70 950.90 821.90 671.90 551.10 741.90 714.20 706.70 688.80 926.40

AÑOS

1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010

ESTACION DE CAYHUAYNA

318.80 390.90 433.90 498.10 348.70 536.10 360.00 403.00 336.40 311.40 393.40 440.40 327.70 417.00 367.10 392.90 310.20 331.40 285.40 365.80 515.70 520.80 417.50 443.80 380.10 392.50 385.00 509.60

ESTACION DE AMBO

466.00 464.90 724.00 658.20 281.70 542.00 453.80 512.40 518.70 544.50 555.00

ESTACION ESTACION DE DE YANAHUANCA PTE RAQUIA

226.33 247.48 263.07 174.11 322.68 241.15 343.09 211.69 388.80 245.52 206.94 168.88 107.83 377.56 493.90 283.80 165.47 144.58 221.41 184.93

1090.80 1343.50 1186.30 793.60 700.20 1290.30 854.80 1081.60 601.00 731.40 711.20 766.70 424.40 1042.80 869.70 683.00

ESTACION DE CARHUAMAYO

226.33 629.00 915.00 878.80 679.00 857.60 728.20 916.40 716.70 770.90 857.80 794.20 544.10 578.70 950.90 821.90 671.90 551.10 741.90 714.20 706.70 688.80 926.40

ESTIMACIÓN DE DATOS ANUALES FALTANTES DE LAS ESTACIONES Puesto que la Estación de Cayhuayna es la única que cuenta con los datos completos, haremos las respectivas estimaciones de los datos faltantes respecto a ella. En caso contrario se hubiera verificado la estación con la de coeficiente de correlación más cercano a 1 ó -1. METODOS ESTADISTICOS 1. 2. 3. 4.

Línea Recta (Regresión Lineal): Curva Exponencial (a>0): Curva Logarítmica: Curva Potencial (a>0):

Se elige la ecuación con coeficiente de correlación más cercano a 1 ó -1.

Y=a+b*X Y=a*e^(bX) Y=a+b*lnX Y=a*X^b

Se debe tener en cuenta la siguiente relación de variables Regresión A B Lineal a b Exponencial lna b Logarítmica a b Potencial lna b

Xi xi xi ln xi ln xi

Yi yi ln yi yi ln yi

Los coeficientes de regresión a y b se obtienen resolviendo el siguiente sistema de ecuaciones: An + B ∑Xi = ∑Yi Donde: A ∑Xi + B ∑(Xi)² = ∑(Yi*Xi) n el número de parejas (Xi,Yi) = número de datos de Y (est. Incompleta) El coeficiente de correlaciónestá dado por la siguiente relación: ∑(xi-X)(yi-Y) R = Donde: (n-1)Sx.Sy X media aritmética de los datos de xi que forman pareja con los de Y. Y media aritmética de los datos de yi (estación incompleta). Sy desviación estándar para todos los datos de Y. Sx desviación estándar para todos los datos de X que forman pareja con los de Y.

COMPLETACION DE DATOS DE LA ESTACIÓN DE AMBO PRECIPITACION (mm)

COMPLETACION DE DATO

n

AÑO

ESTACION DE CAYHUAYNA (xi)

ESTACION DE AMBO (yi)

Xi=Lnxi

Yi=Lnyi

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28

1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006

318.80 390.90 433.90 498.10 348.70 536.10 360.00 403.00 336.40 311.40 393.40 440.40 327.70 417.00 367.10 392.90 310.20 331.40 285.40 365.80 515.70 520.80 417.50 443.80 380.10 392.50 385.00 509.60

466.00 464.90

5.76 5.97 6.07 6.21 5.85 6.28 5.89 6.00 5.82 5.74 5.97

6.14 6.14 6.58 6.49 5.64 6.30 6.12 6.24 6.25 6.30 6.32

724.00 658.20 281.70 542.00 453.80 512.40 518.70 544.50 555.00 561.54 464.73 543.66 501.91 524.16 446.75 468.41 419.46 500.75 613.23 616.46 544.05 564.06 513.31 523.83 517.51 609.34

REGRESION LINEAL

REGRESION LOGARITMICA

a = 0.7907

a = 327.52

b = 208.8

b = -1432.3

y = 0.7907x + 208.8

y = 327.52ln(x) - 1432.3

557.02

561.54

467.91

464.73

538.52

543.66

499.07

501.91

519.47

524.16

454.08

446.75

470.84

468.41

434.47

419.46

498.04

500.75

616.56

613.23

620.60

616.46

538.92

544.05

559.71

564.06

509.35

513.31

519.15

523.83

513.22

517.51

611.74

609.34

29 30 31 32

2007 2008 2009 2010 TOTAL=

4330.70

5721.20

65.57

68.52 B= A= Coef.Correlación R =

0.969

78.550

138.439

51.847

0.486

0.483

COMPLETACION DE DATOS DE LA ESTACIÓN DE SAN RAFAEL PRECIPITACION (mm) n

AÑO

ESTACION DE CAYHUAYNA (xi)

1 2 3 4 5 6 7 8 9 10 11 12 13 14

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993

390.90 433.90 498.10 348.70 536.10 360.00 403.00 336.40 311.40 393.40 440.40 327.70 417.00 367.10

226.33 247.48 263.07 174.11 322.68 241.15 343.09 211.69 388.80 245.52 206.94 168.88 107.83 377.56

15 16 17 18 19 20 21 22 23 24 25 26 27

1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006

392.90 310.20 331.40 285.40 365.80 515.70 520.80 417.50 443.80 380.10 392.50 385.00 509.60

493.90 283.80 165.47 144.58 221.41 184.93 255.17 240.74 244.65 234.87 236.86 235.66 253.72

COMPLETACION DE DATO

ESTACION DE Xi=Lnxi SAN RAFAEL (yi)

Yi=Lnyi

REGRESION LINEAL


5.97 6.07 6.21 5.85 6.28 5.89 6.00 5.82 5.74 5.97 6.09 5.79 6.03 5.91

5.42 5.51 5.57 5.16 5.78 5.49 5.84 5.36 5.96 5.50 5.33 5.13 4.68 5.93

a = 207.286

a = -52.349

b = 0.112

b = 51.001

y=207.286+0.112x

y = -52.349+51.001lnx

5.97 5.74 5.80 5.65 5.90 6.25

6.20 5.65 5.11 4.97 5.40 5.22 265.87

266.68

254.25

255.40

257.21

258.52

250.04

250.62

251.44

252.25

250.59

251.27

264.61

265.57

TOTAL=

7765.50

5019.22 118.94


0.112

51.001

207.286

-52.349

0.083

0.093

COMPLETACION DE DATOS DE LA ESTACIÓN DE YANAHUANCA

n

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27

AÑO

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006

PRECIPITACION (mm) ESTACION DE ESTACION DE YANAHUANCA CAYHUAYNA (xi) (yi)

390.90 433.90 498.10 348.70 536.10 360.00 403.00 336.40 311.40 393.40 440.40 327.70 417.00 367.10 392.90 310.20 331.40 285.40 365.80 515.70 520.80 417.50 443.80 380.10 392.50 385.00 509.60

1343.50 1186.30 793.60 700.20 1290.30 854.80 1081.60 601.00 731.40 711.20 766.70 424.40 1042.80 869.70 683.00 626.23 678.67 565.85 765.32 1162.26 1176.25 898.86 968.21 801.87 833.81 814.46 1145.55

COMPLETACION DE DATO Xi=Lnxi

5.97 6.07 6.21 5.85 6.28 5.89 6.00 5.82 5.74 5.97 6.09 5.79 6.03 5.91 5.97

Yi=Lnyi

7.20 7.08 6.68 6.55 7.16 6.75 6.99 6.40 6.59 6.57 6.64 6.05 6.95 6.77 6.53

REGRESION LINEAL


a = -81.082

a = -5177.798

b = 2.400

b = 1012.785

y=-81.082+2.400x y=-5177.798+1012.785lnx

663.39

632.77

714.27

699.72

603.87

548.38

796.83

799.75

1156.59

1147.58

1168.83

1157.54

920.91

933.64

984.03

995.51

831.15

838.59

860.91

871.10

842.91

851.56

1141.95

1135.53

TOTAL=

5957.00

13080.50

89.60


2.400

1012.785

-81.082

-5177.798

0.564

0.579

COMPLETACION DE DATOS DE LA ESTACIÓN DE CARHUAMAYO

n

AÑO

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006

PRECIPITACIONESTACION (mm) ESTACION DE CARHUAMAYO( Xi=Lnxi CAYHUAYNA (xi) yi) 390.90 629.00 5.97 433.90 915.00 6.07 498.10 878.80 6.21 348.70 679.00 5.85 536.10 857.60 6.28 360.00 728.20 5.89 403.00 916.40 6.00 336.40 716.70 5.82 311.40 770.90 5.74 393.40 857.80 5.97 440.40 794.20 6.09 327.70 544.10 5.79 417.00 578.70 6.03 367.10 950.90 5.91 392.90 821.90 5.97 671.90 310.20 5.74 551.10 331.40 5.80 741.90 285.40 5.65 714.20 365.80 5.90 706.70 515.70 6.25 688.80 520.80 6.26 926.40 417.50 6.03 443.80 786.70 380.10 750.61 392.50 758.09 385.00 753.60 509.600 818.90

COMPLETACION DE DAT Yi=Lnyi

REGRESION LINEAL


6.44 6.82 6.78 6.52 6.75 6.59 6.82 6.57 6.65 6.75 6.68 6.30 6.36 6.86 6.71 6.51 6.31 6.61 6.57 6.56 6.53 6.83

a = 540.731

a = -633.048

b = 0.545

b = 232.922

y=540.731x+0.545 y=- 633.048+232.922lnx

782.63

786.70

747.91

750.61

754.67

758.09

750.58

753.60

818.50

818.90

TOTAL=

N

8703.80

16640.20 131.23


0.545

232.922

540.731

-633.048

0.319

0.337

Los valores en rojo son los completados de acuerdo a la regresión elegida. Los valores en azul son los completados de acuerdo a sus respectivas regresiones.

COMPLETACION DE DATOS FALTANTES REGRESION POTENCIAL

REGRESION EXPONENCIAL

a = 11.006

a = 274.51

b = 0.6426

b = 0.0016

y = 11.006x0.6426

y = 274.51e0.0016x

550.26

555.366

455.07

463.732

531.29

534.958

489.51

493.907

511.35

514.722

439.30

450.928

458.36

466.486

416.39

433.386

488.39

492.881

609.00

626.474

612.86

631.607

531.70

535.386

552.98

558.396

500.58

504.288

511.01

514.393

504.72

508.257

604.36

620.390

1.070

-0.013

-0.148

11.363

0.456

0.454



a = 49.161

a = 185.880

b = 0.263

b = 0.001

y=49.161x^0.263

y = 185.880e^(0.001X)

255.17

255.00

240.74

239.50

244.65

243.35

234.87

234.12

236.86

235.89

235.66

234.82

253.72

253.27

0.263

0.001

3.8951

5.2251

0.124

0.114



a = 0.582

a = 267.881

b = 1.216

b = 0.003

y=0.582x^1.216

y = 267.881e^(0.003X)

626.23

650.88

678.67

691.59

565.85

606.28

765.32

763.15

1162.26

1171.99

1176.25

1189.22

898.86

884.84

968.21

954.02

801.87

795.03

833.81

823.75

814.46

806.25

1145.55

1151.71

1.217

0.003

-0.5402

5.5905

0.590

0.571



a = 112.832

a = 555.520

b = 0.317

b = 0.001

y=112.832x^0.317

y=555.520e^(0.001x)

777.96

773.88

740.70

737.92

748.27

744.79

743.71

740.63

812.79

812.87

0.317

0.001

4.7259

6.31990404

0.337

0.321

PRECIPITACION COMPLETADA AN Estacion Parametro Fuente

HUANUCO CAYHUAYNA PRECIPITACION PROMEDIO MENSUAL SENAMHI

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006

72.40 42.00 105.80 49.70 57.30 20.80 40.70 35.60 88.90 56.60 45.80 25.70 37.40 17.50 54.60 38.70 59.50 54.60 93.50 82.60 68.20 45.20 29.50 44.70 33.60 32.60 81.90

61.30 45.90 102.70 16.40 104.90 57.90 83.90 65.00 84.10 43.80 13.50 44.30 86.00 40.90 57.50 50.40 33.10 41.60 63.00 88.50 89.60 36.20 56.40 26.90 31.70 45.00 48.40

66.50 49.70 106.30 112.40 87.60 46.10 113.40 57.00 34.90 106.20 34.70 90.40 66.20 74.30 41.30 50.30 41.70 26.50 66.90 109.30 126.30 85.20 83.10 70.50 59.60 92.70 112.70

31.70 19.90 30.10 22.80 41.90 82.30 9.80 32.60 42.70 28.80 52.80 29.10 20.60 25.90 57.60 26.00 69.30 15.10 3.10 22.30 30.30 46.20 56.50 24.60 31.20 12.20 38.60

16.00 8.60 4.00 3.80 54.00 14.10 18.10 6.30 6.50 14.80 33.00 3.00 0.00 16.80 23.40 3.60 23.00 9.60 2.80 18.40 10.10 10.40 18.20 14.30 24.80 1.40 2.00


AMBO PRECIPITACION PROMEDIO MENSUAL SENAMHI

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006

154.80 57.40 174.90 102.70 72.70 84.10 72.40 13.70 66.40 66.20 63.00

59.00 36.30 78.70 140.70 43.10 76.70 43.40 68.80 74.00 85.10 119.50

68.60 96.50 114.70 62.10 52.30 57.20 75.60 140.50 136.20 85.80 86.10

50.80 48.20 81.40 19.00 4.30 47.20 44.30 74.60 47.60 22.60 57.10

2.40 24.00 5.80 68.70 6.20 18.90 32.60 1.80 1.00 18.60 5.20

ABRIL

MAYO


AÑOS


ENERO

FEBRERO

MARZO

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006

34.17 21.60 33.25 27.21 34.62 26.28 50.04 64.63 95.49 32.71 32.86 25.15

54.38 39.25 56.31 21.60 84.33 43.76 82.92 48.68 162.32 41.64 26.28 19.42

49.12 66.50 48.31 41.42 58.38 37.20 109.21 27.94 31.05 61.73 28.16 50.39

29.14 29.93 26.90 32.30 44.47 36.66 42.21 16.20 40.40 34.77 12.91 23.02

12.50 11.36 14.20 14.71 13.40 15.06 9.60 9.95 14.76 15.30 10.66 14.68

7.92 31.39 71.21 32.02 25.30 18.81 32.82 14.41

14.14 69.03 185.05 33.93 25.63 29.73 71.16 52.54

30.33 51.42 102.88 83.91 25.26 27.72 53.32 47.81

10.54 49.55 64.28 47.74 26.18 14.39 21.55 18.87

6.02 21.61 19.11 18.48 12.30 9.29 7.81 10.33


YANAHUANCA PRECIPITACION PROMEDIO MENSUAL SENAMHI

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

1980 1981 1982

165.70 166.40 77.80

179.10 230.00 110.00

238.20 108.20 191.10

62.20 123.70 112.90

94.00 28.90 15.70

1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006


54.80 75.70 142.90 102.30 90.10 101.80 69.50 244.20 9.00 53.00 59.70 46.40

77.10 281.00 102.10 140.00 104.50 121.00 100.00 124.30 32.10 78.20 51.30 24.50

149.60 191.60 93.60 121.30 90.00 130.30 126.50 86.40 47.80 139.10 241.90 91.50

23.40 4.80 68.10 366.00 49.00 62.00 50.00 157.90 0.00 75.50 72.00 11.60

0.00 0.00 44.70 21.00 16.30 12.00 9.80 15.90 2.00 51.30 67.40 0.00

CARHUAMAYO PRECIPITACION PROMEDIO MENSUAL ELECTROANDES S.A

AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

1980 1981 1982 1983 1984 1985

75.10 108.70 129.30 118.20 135.80 90.30

135.90 135.40 158.90 53.50 211.10 94.20

76.00 104.00 71.80 97.80 62.40 80.80

37.60 30.60 96.10 89.30 83.20 101.70

30.20 34.20 24.50 18.50 19.20 12.70

1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006

119.80 206.20 243.80 209.60 126.00 85.90 54.00 133.70 139.10

160.30 61.80 109.90 152.10 85.00 64.10 86.40 154.40 145.90

166.00 68.00 65.70 133.50 16.30 106.90 79.90 146.40 120.30

113.30 38.90 82.80 51.30 73.80 42.00 37.50 56.60 86.20

53.10 48.00 13.30 22.10 27.20 20.60 6.90 42.80 86.20

95.90 91.10 101.70 97.30 137.80 120.30 198.40

123.60 53.70 112.30 189.90 122.00 100.30 122.30

143.50 81.70 109.20 101.00 119.60 157.90 101.00

38.10 53.70 54.20 47.80 32.10 28.30 59.10

7.40 25.90 32.10 2.70 9.80 24.60 53.10

TACION COMPLETADA ANUALMENTE (mm) LATITUD LONGITUD ALTURA JUNIO

JULIO

AGOSTO

8.00 0.60 2.40 6.40 8.60 2.90 12.90 10.70 0.00 11.50 15.10 10.10 12.40 12.30 0.00 1.40 0.00 2.20 2.10 15.10 16.00 3.30 2.90 0.30 5.10 0.00 6.20

4.00 46.80 4.20 0.30 0.00 5.90 4.00 8.90 6.20 0.00 1.50 4.80 0.00 5.90 0.00 1.20 0.10 0.00 0.00 8.60 3.60 8.40 12.80 0.10 5.60 2.00 3.50

7.40 5.70 11.50 3.60 6.50 16.00 15.80 4.00 1.90 2.50 7.10 0.00 36.00 6.30 0.00 0.40 5.30 9.60 2.80 0.60 17.10 10.20 4.10 9.40 16.70 8.60 2.90

:09° 58' "S" 76° 15' "W" 1947 msnm

SEPTIEMBRE OCTUBRE 8.80 7.40 6.00 1.60 7.80 20.60 12.10 11.00 0.80 12.00 10.90 8.20 2.00 8.00 32.70 7.20 2.30 7.60 3.80 57.60 11.90 7.40 8.40 12.60 16.20 5.80 11.60


19.20 49.90 39.70 6.70 17.20 7.00 12.90 23.20 14.50 75.90 86.80 32.30 97.40 16.60 64.40 23.20 23.60 29.80 29.30 20.70 9.50 36.90 110.80 17.10 28.60 51.50 46.00

:09° 58' "S" 76° 15' "W" 1947 msnm

NOVIEMBRE 45.00 74.70 40.00 53.00 100.00 41.20 22.70 43.70 18.80 41.30 77.00 40.20 37.40 94.10 20.40 48.80 57.80 41.50 64.50 33.80 61.00 72.70 40.80 76.50 34.80 26.30 66.70

JUNIO

JULIO

AGOSTO

10.10 7.00 47.00 7.70 6.70 7.50 6.80 0.00 0.00 4.40 12.30

31,4 3,6 3.50 2.20 2.90 3.50 0.00 14,0 3.40 1.00 0.00

4.20 6.60 34.60 7.90 2.50 8.50 1.00 4,1 1.00 5.40 7.20

SEPTIEMBRE OCTUBRE 0.00 33.90 18.10 32.90 10.20 39.90 9.50 40.90 1.50 12.00 8.50


JUNIO

JULIO

AGOSTO

47.40 19.90 42.70 68.30 10.10 15.60 43.80 20.30 37.30 60.80 76.00

NOVIEMBRE 16.60 57.20 58.10 59.40 45.20 135.10 64.20 87.00 63.60 103.50 60.80

:10° 22' "S" 76° 12' "W" 2730 msnm

SEPTIEMBRE OCTUBRE

NOVIEMBRE

JUNIO

JULIO

AGOSTO

SEPTIEMBRE OCTUBRE

8.00 7.50 9.00 9.91 8.24 10.29 8.89 5.78 9.41 10.58 14.19 7.83

5.20 5.81 6.16 5.52 5.84 7.58 6.20 5.19 6.60 5.84 6.76 5.55

4.20 5.51 5.58 3.23 7.06 5.58 4.90 4.09 5.34 5.26 4.74 4.28

3.72 5.00 5.49 2.43 5.18 10.44 4.80 3.63 4.50 6.13 4.90 1.77

6.35 9.06 8.76 3.09 12.06 9.32 6.14 3.98 5.35 8.56 14.65 2.95

7.77 17.58 23.05 2.56 22.97 14.67 7.91 7.81 5.00 11.46 28.11 4.98

4.96 7.81 7.37 11.38 7.94 6.41 4.74 6.58

3.37 5.43 5.40 9.67 6.55 5.87 4.43 5.61

4.11 3.73 3.65 7.10 5.98 5.46 3.47 4.16

3.81 4.73 3.66 7.28 5.92 4.10 3.19 4.02

8.46 8.91 8.87 8.07 5.92 5.51 3.99 5.21

4.82 46.33 10.37 10.91 7.46 8.47 5.35 4.65

LATITUD LONGITUD ALTURA JUNIO

JULIO

AGOSTO

7.30 7.40 3.50

11.70 19.40 20.70

9.80 32.20 12.60

:10° 29' "S" 76° 31' "W" 3184 msnm

SEPTIEMBRE OCTUBRE 89.10 134.40 37.00

NOVIEMBRE

136.90 74.00 83.30

NOVIEMBRE 259.10 155.20 97.50

0.00 0.00 5.40 4.10 6.20 2.80 3.20 0.00 6.80 144.20 17.50 45.90

4.80 0.00 6.90 5.80 0.00 1.70 2.60 0.00 0.40 10.10 0.00 15.10

6.10 135.60 32.80 35.00 25.20 38.00 26.30 3.00 64.50 11.40 0.90 91.20

10.70 68.90 27.50 26.00 19.20 32.10 40.10 61.60 39.00 81.90 69.50 13.00

LATITUD LONGITUD ALTURA JUNIO

JULIO

AGOSTO

3.80 17.10 7.20 56.90 21.70 10.40

15.60 1.30 8.10 5.80 5.00 12.00

7.20 48.90 22.10 8.00 26.90 10.20

207.10 178.30 81.10 61.00 53.10 48.60 83.20 55.40 160.10 106.40 118.70 144.10

:10° 55' "S" 76° 03' "W" 4125 msnm

SEPTIEMBRE OCTUBRE 13.00 44.20 36.80 46.70 25.70 64.80

83.80 173.80 114.40 79.10 62.00 83.10 98.00 6.00 30.70 154.70 122.00 106.80

78.70 141.00 109.20 53.00 50.50 78.00

NOVIEMBRE 45.80 110.90 134.90 32.80 79.70 83.30

11.40 12.70 0.50 21.00 70.40 14.60 25.10 13.50 0.30

4.10 10.40 0.80 1.00 6.20 1.90 6.10 20.70 0.30

20.80 8.30 0.80 36.80 16.80 0.50 26.40 15.60 5.00

46.60 46.60 25.50 52.20 64.10 42.30 60.70 76.20 35.80

82.40 52.30 53.20 63.00 146.80 36.10 98.90 61.30 73.50

74.00 50.30 64.10 49.70 94.00 61.60 45.20 135.30 30.70

8.00 0.00 3.20 11.70 11.70 6.70 6.30

2.80 1.30 3.20 0.00 9.70 10.40 21.80

0.90 1.30 31.20 1.00 0.40 19.60 7.50

18.50 40.00 63.20 21.00 62.40 11.90 33.30

52.10 52.10 90.40 76.20 29.50 62.20 72.00

78.10 72.40 70.50 76.10 45.00 27.30 80.80

Dpto. Prov. Dist. DICIEMBRE 50.60 82.70 45.40 72.00 50.30 45.20 56.70 38.40 12.10 0.00 62.20 39.60 21.60 48.50 41.00 59.00 15.70 47.30 34.00 58.20 77.20 55.40 20.30 83.10 104.60 106.90 89.10

Dpto. Prov. Dist.

Huanuco Huanuco Pillko Marka TOTAL ANUAL 390.90 433.90 498.10 348.70 536.10 360.00 403.00 336.40 311.40 393.40 440.40 327.70 417.00 367.10 392.90 310.20 331.40 285.40 365.80 515.70 520.80 417.50 443.80 380.10 392.50 385.00 509.60

Huanuco Ambo Ambo

PROMEDIO ANUAL 32.58 36.16 41.51 29.06 44.68 30.00 33.58 28.03 25.95 32.78 36.70 27.31 34.75 30.59 32.74 25.85 27.62 23.78 30.48 42.98 43.40 34.79 36.98 31.68 32.71 32.08 42.47

DICIEMBRE 52.10 77.90 64.50 86.60 25.50 47.80 60.20 64.80 86.70 79.10 59.30

Dpto. Prov. Dist.

DICIEMBRE

TOTAL ANUAL 466.00 464.90 724.00 658.20 281.70 542.00 453.80 512.40 518.70 544.50 555.00 562.88 499.16 533.82 515.61 576.28 560.08 595.84 534.75 437.09 434.10 498.82 481.48 524.56 515.88 521.12 440.69

PROMEDIO ANUAL 38.83 38.74 60.33 54.85 23.48 45.17 37.82 42.70 43.23 45.38 46.25 46.91 41.60 44.48 42.97 48.02 46.67 49.65 44.56 36.42 36.18 41.57 40.12 43.71 42.99 43.43 36.72

HUANUCO AMBO SAN RAFAEL

TOTAL ANUAL

PROMEDIO ANUAL

DICIEMBRE 11.78 28.38 26.06 10.13 26.13 24.31 10.27 13.81 8.58 11.54 22.72 8.86

9.35 77.62 12.05 13.31 11.03 8.82 9.58 10.74

Dpto. Prov. Dist. DICIEMBRE 90.40 106.50 31.50

TOTAL ANUAL 226.33 247.48 263.07 174.11 322.68 241.15 343.09 211.69 388.80 245.52 206.94 168.88 107.83 377.56 493.90 283.80 165.47 144.58 221.41 184.93 255.17 240.74 244.65 234.87 236.86 235.66 253.72

PROMEDIO ANUAL 18.86 20.62 21.92 14.51 26.89 20.10 28.59 17.64 32.40 20.46 17.25 14.07 8.99 31.46 41.16 23.65 13.79 12.05 18.45 15.41 21.26 20.06 20.39 19.57 19.74 19.64 21.14

PASCO D.A. CARRION YANAHUANCA TOTAL ANUAL 1343.50 1186.30 793.60

PROMEDIO ANUAL 111.96 98.86 66.13

82.80 180.60 135.30 120.00 85.40 98.00 102.00 12.00 32.00 137.00 48.80 92.90

Dpto. Prov. Dist. DICIEMBRE 110.10 138.70 79.90 98.50 136.40 89.80

700.20 1290.30 854.80 1081.60 601.00 731.40 711.20 766.70 424.40 1042.80 869.70 683.00 626.23 678.67 565.85 765.32 1162.26 1176.25 898.86 968.21 801.87 833.81 814.46 1145.55

58.35 107.53 71.23 90.13 50.08 60.95 59.27 63.89 35.37 86.90 72.48 56.92 52.19 56.56 47.15 63.78 96.85 98.02 74.90 80.68 66.82 69.48 67.87 95.46

JUNIN JUNIN CARHUAMAYO TOTAL ANUAL 629.00 915.00 878.80 679.00 857.60 728.20

PROMEDIO ANUAL 52.42 76.25 73.23 56.58 71.47 60.68

64.60 113.20 110.50 65.50 67.60 67.60 51.60 94.40 98.60

103.00 77.90 70.70 89.50 126.70 119.30 170.80

916.40 716.70 770.90 857.80 794.20 544.10 578.70 950.90 821.90 671.90 551.10 741.90 714.20 706.70 688.80 926.40 786.70 750.61 758.09 753.60 818.90

76.37 59.73 64.24 71.48 66.18 45.34 48.23 79.24 68.49 55.99 45.93 61.83 59.52 58.89 57.40 77.20 65.56 62.55 63.17 62.80 68.24

CURVA DE CONSISTENCIA DE LO

AÑO

PRECIPITACION PROMEDIO ANUAL AMBO SAN RAFAEL YANAHUANCA CARHUAMAYO

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006

38.83 38.74 60.33 54.85 23.48 45.17 37.82 42.70 43.23 45.38 46.25 46.91 41.60 44.48 42.97 48.02 46.67 49.65 44.56 36.42 36.18 41.57 40.12 43.71 42.99 43.43 36.72

18.86 20.62 21.92 14.51 26.89 20.10 28.59 17.64 32.40 20.46 17.25 14.07 8.99 31.46 41.16 23.65 13.79 12.05 18.45 15.41 21.26 20.06 20.39 19.57 19.74 19.64 21.14

111.96 98.86 66.13 58.35 107.53 71.23 90.13 50.08 60.95 59.27 63.89 35.37 86.90 72.48 56.92 52.19 56.56 47.15 63.78 96.85 98.02 74.90 80.68 66.82 69.48 67.87 95.46

52.42 76.25 73.23 56.58 71.47 60.68 76.37 59.73 64.24 71.48 66.18 45.34 48.23 79.24 68.49 55.99 45.93 61.83 59.52 58.89 57.40 77.20 65.56 62.55 63.17 62.80 68.24

Las curvas no presentas quiebres acentuados, por lo que tenemos datos consistentes de las r

DE CONSISTENCIA DE LOS DATOS DE PRECIPITACION

∑A

E-AMBO ∑SR,Y,C

38.83 77.57 137.91 192.76 216.23 261.40 299.21 341.91 385.14 430.51 476.76 523.67 565.27 609.75 652.72 700.74 747.42 797.07 841.63 878.05 914.23 955.80 995.92 1039.63 1082.63 1126.05 1162.78

183.24 378.97 540.26 669.70 875.58 1027.59 1222.68 1350.13 1507.73 1658.94 1806.26 1901.04 2045.15 2228.33 2394.89 2526.72 2642.99 2764.02 2905.76 3076.92 3253.61 3425.77 3592.40 3741.35 3893.74 4044.05 4228.90

E-SAN RAFAEL ∑SR ∑A,Y,C

18.86 39.48 61.41 75.92 102.81 122.90 151.49 169.13 201.53 221.99 239.24 253.31 262.30 293.76 334.92 358.57 372.36 384.41 402.86 418.27 439.53 459.59 479.98 499.55 519.29 538.93 560.07

203.21 417.06 616.76 786.54 989.01 1166.09 1370.41 1522.92 1691.33 1867.46 2043.78 2171.40 2348.12 2544.32 2712.70 2868.90 3018.05 3176.68 3344.54 3536.71 3728.31 3921.98 4108.35 4281.43 4457.08 4631.18 4831.61

E-YANAHUANCA ∑Y

111.96 210.82 276.95 335.30 442.83 514.06 604.19 654.28 715.23 774.49 838.39 873.75 960.65 1033.13 1090.04 1142.23 1198.78 1245.94 1309.72 1406.57 1504.59 1579.50 1660.18 1727.00 1796.49 1864.36 1959.82

mos datos consistentes de las respectivas estaciones.

E-A

E-S

E-YA

E-C

E-YANAHUANCA ∑A,SR,C

110.11 245.73 401.22 527.16 648.99 774.94 917.71 1037.78 1177.64 1314.96 1444.64 1550.96 1649.77 1804.96 1957.57 2085.24 2191.63 2315.15 2437.68 2548.41 2663.25 2802.08 2928.15 3053.99 3179.89 3305.75 3431.86

E-CARHUAMAYO ∑C ∑A,SR,Y

52.42 128.67 201.90 258.49 329.95 390.64 467.00 526.73 590.97 662.45 728.64 773.98 822.20 901.45 969.94 1025.93 1071.85 1133.68 1193.20 1252.09 1309.49 1386.69 1452.25 1514.80 1577.97 1640.77 1709.01

169.65 327.88 476.27 603.97 761.86 898.36 1054.90 1165.33 1301.90 1427.00 1554.39 1650.73 1788.22 1936.64 2077.68 2201.54 2318.56 2427.42 2554.21 2702.90 2858.36 2994.89 3136.09 3266.19 3398.41 3529.34 3682.67

E-AMBO E-SAN RAFAEL E-YANAHUANCA E-CARHUAMAYO

DATOS ANUALES COMPLETADOS DE L VALORES DE PRECIPITACION ANUAL AÑO

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004

HUANUCO

AMBO

SAN RAFAEL

YANAHUANCA

CARHUAMAYO

390.90 433.90 498.10 348.70 536.10 360.00 403.00 336.40 311.40 393.40 440.40 327.70 417.00 367.10 392.90 310.20 331.40 285.40 365.80 515.70 520.80 417.50 443.80 380.10 392.50

466.00 464.90 724.00 658.20 281.70 542.00 453.80 512.40 518.70 544.50 555.00 562.88 499.16 533.82 515.61 576.28 560.08 595.84 534.75 437.09 434.10 498.82 481.48 524.56 515.88

226.33 247.48 263.07 174.11 322.68 241.15 343.09 211.69 388.80 245.52 206.94 168.88 107.83 377.56 493.90 283.80 165.47 144.58 221.41 184.93 255.17 240.74 244.65 234.87 236.86

1343.50 1186.30 793.60 700.20 1290.30 854.80 1081.60 601.00 731.40 711.20 766.70 424.40 1042.80 869.70 683.00 626.23 678.67 565.85 765.32 1162.26 1176.25 898.86 968.21 801.87 833.81

629.00 915.00 878.80 679.00 857.60 728.20 916.40 716.70 770.90 857.80 794.20 544.10 578.70 950.90 821.90 671.90 551.10 741.90 714.20 706.70 688.80 926.40 786.70 750.61 758.09

2005 2006 PROMEDIO

385.00 509.60 400.55

521.12 440.69 516.79

235.66 253.72 248.92

814.46 1145.55 871.03

753.60 818.90 759.56

COMPLETADOS DE LAS 4 ESTACIONES PROMEDIO DE LAS 5 ESTACIONES MEDIA

ACUMULADO

611.15 649.52 631.51 512.04 657.68 545.23 639.58 475.64 544.24 550.48 552.65 405.59 529.10 619.82 581.46 493.68 457.34 466.71 520.30 601.33 615.03 596.46 584.97 538.40 547.43

50.93 700.45 1331.96 1844.00 2501.68 3046.91 3686.49 4162.12 4706.36 5256.85 5809.50 6215.09 6744.18 7364.00 7945.46 8439.14 8896.49 9363.20 9883.50 10484.83 11099.86 11696.32 12281.29 12819.69 13367.12

VALORES DE PRECIPITACION ANUAL ACUMULADO HUANUCO

AMBO

SAN RAFAEL

YANAHUANCA

CARHUAMAYO

390.90 824.80 1322.90 1671.60 2207.70 2567.70 2970.70 3307.10 3618.50 4011.90 4452.30 4780.00 5197.00 5564.10 5957.00 6267.20 6598.60 6884.00 7249.80 7765.50 8286.30 8703.80 9147.60 9527.70 9920.20

466.00 930.90 1654.90 2313.10 2594.80 3136.80 3590.60 4103.00 4621.70 5166.20 5721.20 6284.08 6783.23 7317.05 7832.65 8408.94 8969.02 9564.86 10099.61 10536.70 10970.80 11469.62 11951.10 12475.66 12991.54

226.33 473.81 736.88 910.99 1233.67 1474.82 1817.91 2029.60 2418.40 2663.92 2870.86 3039.74 3147.57 3525.13 4019.03 4302.83 4468.30 4612.88 4834.29 5019.22 5274.39 5515.14 5759.79 5994.65 6231.52

1343.50 2529.80 3323.40 4023.60 5313.90 6168.70 7250.30 7851.30 8582.70 9293.90 10060.60 10485.00 11527.80 12397.50 13080.50 13706.73 14385.40 14951.25 15716.57 16878.83 18055.08 18953.94 19922.14 20724.01 21557.81

629.00 1544.00 2422.80 3101.80 3959.40 4687.60 5604.00 6320.70 7091.60 7949.40 8743.60 9287.70 9866.40 10817.30 11639.20 12311.10 12862.20 13604.10 14318.30 15025.00 15713.80 16640.20 17426.90 18177.51 18935.60

541.97 633.69 559.37

13909.09 14542.78 7338.86

10305.20 10814.80 5567.22

13512.66 13953.35 7311.85

6467.18 6720.90 3547.77

22372.28 23517.83 12369.42

19689.20 20508.10 10699.13

ANALISIS DE CONSISTENCIA DE LOS DATOS DE PRECIP VALORES DE PRECIPITACION ANUAL AÑO

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004

HUANUCO

AMBO

390.90 433.90 498.10 348.70 536.10 360.00 403.00 336.40 311.40 393.40 440.40 327.70 417.00 367.10 392.90 310.20 331.40 285.40 365.80 515.70 520.80 417.50 443.80 380.10 392.50

466.00 464.90 724.00 658.20 281.70 542.00 453.80 512.40 518.70 544.50 550.00 571.34 504.05 538.59 519.90 587.88 568.02 613.92 539.58 451.33 449.03 503.74 487.99 528.93 520.17

SAN RAFAEL YANAHUANCA CARHUAMAYO

226.33 247.48 263.07 174.11 322.68 241.15 343.09 211.69 388.80 245.52 206.94 168.88 107.83 377.56 493.90 283.80 165.47 144.58 221.41 184.93 260.55 246.80 250.54 241.12 243.05

1343.50 1186.30 793.60 700.20 1290.30 854.80 1081.60 601.00 731.40 711.20 766.70 424.40 1042.80 869.70 683.00 623.39 675.57 563.32 761.78 1156.64 1170.56 894.63 963.61 798.14 829.91

629.00 915.00 878.80 679.00 857.60 728.20 916.40 716.70 770.90 857.80 794.20 544.10 578.70 950.90 821.90 671.90 551.10 741.90 714.20 706.70 688.80 926.40 919.00 852.60 868.70

PROMEDIO DE LAS 5 ESTACIONES MEDIA/AÑO ACUM./MES

611.15 649.52 631.51 512.04 657.68 545.23 639.58 475.64 544.24 550.48 551.65 407.28 530.08 620.77 582.32 495.43 458.31 469.82 520.55 603.06 617.95 597.81 612.99 560.18 570.87

50.93 700.45 1331.96 1844.00 2501.68 3046.91 3686.49 4162.12 4706.36 5256.85 5808.50 6215.78 6745.86 7366.63 7948.94 8444.38 8902.69 9372.51 9893.07 10496.13 11114.08 11711.89 12324.88 12885.05 13455.92

2005 2006 PROMEDIO

385.00 509.60 400.55

525.42 454.14 521.49

241.89 259.17 250.46

810.67 1140.02 869.21

859.15 944.99 780.91

564.42 661.58 564.52

14020.34 14681.93 7358.38

CURVA DE DOBLE MASA REFERIDO A LA ESTACION PATRON CAYHUAYN

TOS DE PRECIPITACION VALORES DE PRECIPITACION ANUAL ACUMULADO HUANUCO

AMBO

32.58 466.48 964.58 1313.28 1849.38 2209.38 2612.38 2948.78 3260.18 3653.58 4093.98 4421.68 4838.68 5205.78 5598.68 5908.88 6240.28 6525.68 6891.48 7407.18 7927.98 8345.48 8789.28 9169.38 9561.88

38.83 503.73 1227.73 1885.93 2167.63 2709.63 3163.43 3675.83 4194.53 4739.03 5289.03 5860.38 6364.43 6903.01 7422.91 8010.79 8578.81 9192.73 9732.31 10183.64 10632.67 11136.41 11624.39 12153.32 12673.50

SAN RAFAELYANAHUANCA CARHUAMAYO

18.86 266.34 529.41 703.52 1026.20 1267.35 1610.44 1822.13 2210.93 2456.45 2663.39 2832.27 2940.10 3317.66 3811.56 4095.36 4260.83 4405.41 4626.82 4811.75 5072.30 5319.09 5569.63 5810.75 6053.80

111.96 1298.26 2091.86 2792.06 4082.36 4937.16 6018.76 6619.76 7351.16 8062.36 8829.06 9253.46 10296.26 11165.96 11848.96 12472.35 13147.92 13711.24 14473.02 15629.65 16800.22 17694.84 18658.46 19456.60 20286.51

52.42 967.42 1846.22 2525.22 3382.82 4111.02 5027.42 5744.12 6515.02 7372.82 8167.02 8711.12 9289.82 10240.72 11062.62 11734.52 12285.62 13027.52 13741.72 14448.42 15137.22 16063.62 16982.62 17835.22 18703.92

9946.88 10456.48 5208.89

13198.91 13653.05 6922.84

6295.69 6554.86 3346.40

21097.18 22237.20 11126.83

19563.07 20508.06 10186.94

HUANUCO AMBO SAN RAFAEL YANAHUANCA CARHUAMAYO

ON CAYHUAYNA-HUANUCO

HUANUCO AMBO SAN RAFAEL YANAHUANCA CARHUAMAYO

AMBO SAN RAFAEL YANAHUANCA CARHUAMAYO

COMPLETACION DE DATOS MENSUALES MEDIANTE EL ME

Estacion Parametro Fuente AÑOS 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004

AMBO PRECIPITACION PROMEDIO MENSUAL SENAMHI ENERO

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

AGOSTO

154.80 57.40 174.90 102.70 72.70 84.10 72.40 13.70 66.40 66.20 63.00

59.00 36.30 78.70 140.70 43.10 76.70 43.40 68.80 74.00 85.10 119.50

68.60 96.50 114.70 62.10 52.30 57.20 75.60 140.50 136.20 85.80 86.10

50.80 48.20 81.40 19.00 4.30 47.20 44.30 74.60 47.60 22.60 57.10

2.40 24.00 5.80 68.70 6.20 18.90 32.60 1.80 1.00 18.60 5.20

10.10 7.00 47.00 7.70 6.70 7.50 6.80 0.00 0.00 4.40 12.30

31.40 3.60 3.50 2.20 2.90 3.50 0.00 14.00 3.40 1.00 0.00

4.20 6.60 34.60 7.90 2.50 8.50 1.00 4.10 1.00 5.40 7.20

91.08 79.83 85.95 82.73 93.44 90.58 96.90 86.11 68.88 68.35 79.77 76.71 84.31 82.78

75.59 64.12 70.13 66.91 78.26 75.05 82.31 70.30 54.62 54.20 64.07 61.26 68.47 66.95

88.73 82.90 86.11 84.43 89.92 88.48 91.64 86.20 76.90 76.60 82.87 81.22 85.26 84.46

39.93 29.95 35.18 32.37 42.25 39.46 45.76 35.32 21.80 21.45 29.91 27.48 33.73 32.41

18.58 15.62 17.23 16.38 19.20 18.45 20.11 17.27 12.74 12.60 15.61 14.80 16.80 16.40

12.36 8.27 10.50 9.33 13.23 12.18 14.48 10.56 4.28 4.09 8.25 7.13 9.90 9.35

5.76 1.39 1.50 1.45 1.64 1.59 1.70 1.51 1.20 1.19 1.39 1.34 1.48 1.45

9.68 6.05 8.03 6.99 10.45 9.52 11.56 8.08 2.51 2.34 6.03 5.04 7.50 7.01

2005 2006 SUMA MAXIMO MINIMO PROMEDIO Prom.X Prom.Y R lineal R potencial R logaritm. R exponen.

83.71 69.51 2094.15 174.90 13.70 83.29 43.74 84.39 0.44 0.20 0.36 0.27

67.86 55.13 1841.55 140.70 36.30 70.39 43.74 75.03 0.66 0.68 0.63 0.70

84.94 77.26 2254.92 140.50 52.30 86.06 43.74 88.69 0.32 0.40 0.35 0.36

33.20 22.23 968.72 81.40 4.30 37.76 43.74 45.19 0.52 0.69 0.56 0.60

16.64 12.91 444.14 68.70 1.00 16.54 43.74 16.84 0.26 0.10 0.25 0.12

9.68 4.51 247.51 47.00 0.00 9.54 43.74 9.95 0.57 0.51 0.46 0.59

1.46 1.21 61.36 14.00 0.00 3.44 43.74 5.95 -0.06 -0.05 -0.02 -0.10

7.30 2.72 189.63 34.60 1.00 7.18 43.74 7.55 0.69 0.58 0.58 0.66

LOS DATOS DE COLOR ROJO SON DATOS COMPLETADOS POR EL METODO DE REGRESION QUE MEJOR SE AJUSTA

SERIE HISTORICA DE PRECIPITACION - EST

EN EL GRAFICO SE PRESENTA LA SERIE HISTORICA DE PRECIPITACION ENLA ESTACION AMBO DESDE EL AÑO 1980-2006

MEDIANTE EL METODO DE REGRESION


09° 58' "S" 76° 15' "W" 1947 msnm

Dpto. Prov. Dist.

Huanuco Ambo Ambo

SEPTIEMBRE

OCTUBRE

NOVIEMBRE

DICIEMBRE

0.00 33.90 18.10 32.90 10.20 39.90 9.50 40.90 1.50 12.00 8.50

47.40 19.90 42.70 68.30 10.10 15.60 43.80 20.30 37.30 60.80 76.00

16.60 57.20 58.10 59.40 45.20 135.10 64.20 87.00 63.60 103.50 60.80

52.10 77.90 64.50 86.60 25.50 47.80 60.20 64.80 86.70 79.10 59.30

20.35 18.42 19.50 18.94 20.72 20.27 21.26 19.52 16.29 16.18 18.41 17.84 19.22 18.95

39.65 32.04 36.09 33.94 41.34 39.30 43.86 36.20 25.31 25.01 32.00 30.05 34.99 33.97

70.99 67.47 69.44 68.42 71.68 70.85 72.66 69.49 63.57 63.37 67.45 66.41 68.92 68.43

67.44 59.30 63.72 61.39 69.16 67.08 71.68 63.84 51.44 51.06 59.25 57.05 62.53 61.43

SUMA 497.40 468.50 724.00 658.20 281.70 542.00 453.80 530.50 518.70 544.50 555.00 562.88 499.16 533.82 515.61 576.28 560.08 595.84 534.75 437.09 434.10 498.82 481.48 524.56 515.88

PROMEDIO 41.45 39.04 60.33 54.85 23.48 45.17 37.82 44.21 43.23 45.38 46.25 46.91 41.60 44.49 42.97 48.02 46.67 49.65 44.56 36.42 36.18 41.57 40.12 43.71 42.99

f(x) = 2.1182220964 R² = 0.1923674845

f(x) = 17.664366459 R² = 0.4897085164

19.11 16.42 508.79 40.90 1.50 18.84 43.74 18.85 0.25 0.21 0.25 0.22

34.58 25.69 938.81 76.00 10.10 36.53 43.74 40.20 0.53 0.65 0.55 0.61

MEJOR SE AJUSTA

ITACION - ESTACION AMBO

68.73 63.81 1825.79 135.10 45.20 68.24 43.74 68.25 0.18 0.22 0.23 0.20

62.09 51.89 1632.73 86.70 25.50 62.40 43.74 64.05 0.58 0.74 0.64 0.66

521.12 440.69 13509.05 724.00 281.70 518.76

43.43 36.72 1125.75 60.33 23.48 43.23

f(x) = 10.057476005 R² = 0.1638065024

ESDE EL AÑO 1980-2006

Column AA

ENERO

ABRIL f(x) = 0.0045801681 x^2.3932723156 R² = 0.4769614378 ENERO

f(x) = 2.1182220964x - 8.2701388195 R² = 0.1923674845

Linear (ENERO)

FEBRERO

f(x) = 17.6643664595 exp( 0.0312367644 x ) R² = 0.4897085164

MAYO

FEBRERO Exponential (FEBRERO)

f(x) = 0.5574427471x - 7.5488173052 R² = 0.0677298971

MARZO

JUNIO

MARZO f(x) = 10.0574760053 x^0.5659801085 R² = 0.1638065024

Power (MARZO)

f(x) = 0.0574247113x^2 - 4.0771949475x + 73.81 R² = 0.6843714147 f(x) = 0.771636889x - 23.8004998088 R² = 0.3192786186

ABRIL

JULIO

^2.3932723156 ABRIL

JULIO

Power (ABRIL)

Linear (JULIO)

f(x) = - 0.0610751297x + 8.6262603473 R² = 0.003852795

MAYO

7.5488173052

AGOSTO

MAYO

AGOSTO

Linear (MAYO)

Linear (AGOSTO) f(x) = 0.6845965729x - 22.4020358266 R² = 0.4743179646

JUNIO

2 - 4.0771949475x + 73.8110188649

36889x - 23.8004998088 86186

SEPTIEMBRE JUNIO Linear (JUNIO)

SEPTIEMBRE

Linear (JUNIO)

Logarithmic (SEPTIEMBRE)

Polynomial (JUNIO)

f(x) = 16.0359200438 ln(x) - 41.3486956226 R² = 0.0639277471

OCTUBRE

JULIO Linear (JULIO)

f(x) = 0.0433361176 x^1.7740091704 R² = 0.4194368384

OCTUBRE Power (OCTUBRE)

NOVIEMBRE

AGOSTO

NOVIEMBRE

Linear (AGOSTO)

Logarithmic (NOVIEMBRE) f(x) = 29.3543230634 ln(x) - 41.9587235259 R² = 0.051593766

MBRE

hmic (SEPTIEMBRE)

DICIEMBRE f(x) = 1.0946602609 x^1.07107325 R² = 0.5409422035

DICIEMBRE Power (DICIEMBRE)

COMPLETACION DE DATOS MENSUALES MEDIANTE EL METOD Estacion Parametro Fuente


AÑOS

ENERO

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004

34.17 21.60 33.25 27.21 34.62 26.28 50.04 64.63 95.49 32.71 32.86 25.15

54.38 39.25 56.31 21.60 84.33 43.76 82.92 48.68 162.32 41.64 26.28 19.42

49.12 66.50 48.31 41.42 58.38 37.20 109.21 27.94 31.05 61.73 28.16 50.39

29.14 29.93 26.90 32.30 44.47 36.66 42.21 16.20 40.40 34.77 12.91 23.02

12.50 11.36 14.20 14.71 13.40 15.06 9.60 9.95 14.76 15.30 10.66 14.68

8.00 7.50 9.00 9.91 8.24 10.29 8.89 5.78 9.41 10.58 14.19 7.83

5.20 5.81 6.16 5.52 5.84 7.58 6.20 5.19 6.60 5.84 6.76 5.55

7.92 31.39 71.21 32.02 25.30 18.81 32.82 14.41 33.95 31.75 32.34 30.86 31.16

14.14 69.03 185.05 33.93 25.63 29.73 71.16 52.54 59.86 53.91 55.52 51.48 52.31

30.33 51.42 102.88 83.91 25.26 27.72 53.32 47.81 52.28 49.96 50.59 49.01 49.33

10.54 49.55 64.28 47.74 26.18 14.39 21.55 18.87 31.65 29.75 30.27 28.98 29.25

6.02 21.61 19.11 18.48 12.30 9.29 7.81 10.33 13.06 12.65 12.76 12.48 12.53

4.96 7.81 7.37 11.38 7.94 6.41 4.74 6.58 8.20 8.09 8.12 8.04 8.06

3.37 5.43 5.40 9.67 6.55 5.87 4.43 5.61 5.91 5.83 5.85 5.80 5.81

2005 2006 SUMA MAXIMO MINIMO PROMEDIO Prom.X Prom.Y R lineal R potencial R logaritm. R exponen.

30.98 33.73 902.49 95.49 7.92 34.71 20.91 35.59 0.71 0.77 0.69 0.73

51.81 59.26 1491.86 185.05 14.14 57.38 20.91 58.11 0.88 0.88 0.81 0.88

49.14 52.05 1335.29 109.21 25.26 51.36 20.91 51.60 0.63 0.62 0.63 0.60

29.09 31.46 803.31 64.28 10.54 30.90 20.91 31.10 0.88 0.84 0.86 0.82

12.50 13.01 337.62 21.61 6.02 12.99 20.91 13.06 0.64 0.65 0.65 0.61

8.05 8.19 215.56 14.19 4.74 8.29 20.91 8.34 0.17 0.33 0.26 0.23

5.81 5.90 154.30 9.67 3.37 5.93 20.91 5.93 0.22 0.38 0.32 0.26

LOS DATOS DE COLOR ROJO SON DATOS COMPLETADOS POR EL METODO DE REGRESION

SERIE HISTORICA DE PRECIPITACION - ESTACIO


ANALISIS DEL SALTO

PRIMER PERIODO SEGUNDO PERIODO

PRUEBA DE MEDIAS

α=

0.05

N1= N2 =

325 218

X1 = X2 =

G.L =

541

Sp =

EN EL GRAFICO SE PRESENTA LA SERIE HISTORICA DE PRECIPITACION ENLA ESTACION DE SAN RAFAEL

ANALISIS DEL SALTO

PRUEBA DE MEDIAS

PRIMER PERIODO SEGUNDO PERIODO

α=

0.05

N1= N2 =

170 154

G.L =

322

PRECIPITACION (mm) TOTAL MENSUAL Estacion Parametro Fuente AÑOS

PUENTE RAQUIA PRECIPITACION PROMEDIO MENSUAL

ENERO

1980 24.5857786874 1981 18.865948846 1982 24.1671435677 1983 21.4187129996 1984 24.7905458654 1985 20.9955274982 1986 31.8072345014 1987 38.4462414532 1988 52.4887194885 1989 23.921422954 1990 23.98967868 1991 20.4813343621 1992 12.6410266321 1993 23.3207725649 1994 41.4403926351 1995 50.507577252 1996 35.739585486 1997 21.477045819 1998 52.26567151 1999 11.807527401

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

33.78210017 26.89737261 34.66032385 18.86594885 47.41049347 28.94959477 46.76888965 31.18838259 82.89892063 27.98491384 20.9955275 17.87396563 15.47136407 40.44840942 93.24193831

31.38859938 39.29716284 31.02001846 27.88480545 35.60225287 25.96454435 58.73184323 21.75089087 23.16605959 37.12663075 21.85099926 31.96649786 22.8384321 32.43518718

22.29693667 22.65641683 21.27765117 23.7348573 29.27267187 25.71882374 28.2442856 16.40874271 27.42066651 24.85880159 14.91166712 19.51210305 13.83322665 31.5842658

14.72510147 14.20635795 15.49866636 15.73073583 15.13463582 15.88999919 13.40549076 13.56475412 15.75348774 15.99920835 13.88783123 15.71708469 11.7764541 18.87049923

12.67742969 12.4499106 13.13246786 13.5465526 12.78663885 13.7194671 13.08241366 11.66724494 13.31903351 13.85142817 15.49411598 12.6000732 11.29411364 12.59097243

11.4033228 11.68089609 11.84015945 11.54893502 11.69454723 12.48631365 11.85836097 11.39877242 12.04037624 11.69454723 12.11318235 11.56258616 10.57060294 11.50798158

206.230776 164.541966 35.6516808 41.0578206 97.3168369 85.2079627

121.402728 85.0541294 37.6734892 11.763575 27.4985187 21.6089029

22.1363312 20.7518319 7.1705538 0.55572415 -2.69675023 2.84124669

-3.66370207 5.1487454 -2.41105991 -5.77341518 -9.44343694 -5.39982015

-7.99300918 1.39081892 -5.46574868 -6.9601288 -10.1246985 -7.53150944

54.7050273 36.4647994 45.4750324 136.522339 95.602695

2000 54.756752885 2001 49.91305453 2002 51.219130803 2003 47.953164502 2004 48.617285724 2005 48.217377145 2006 54.265908008 SUMA 905.515 MAXIMO 54.756752885 MINIMO 11.807527401 PROMEDIO 34.827

111.683692 98.6055236 102.143514 93.2798686 95.08676 93.9989986 110.363642 1607.588 136.522339 15.4713641 61.830

95.0337425 89.9272306 91.3086769 87.8477711 88.5532914 88.1285632 94.5183148 1674.960 206.230776 21.7508909 64.422

49.6898759 45.5296017 46.6550657 43.8354665 44.4102537 44.0642277 49.269957 927.890 121.402728 11.763575 35.688

8.83092792 7.93175841 8.17736203 7.5586288 7.68569348 7.60925796 8.74123369 302.729 22.1363312 -2.69675023 11.643

-1.83497868 -2.08401519 -2.01554723 -2.18868929 -2.15295426 -2.17443945 -1.8596215 133.681 15.494116 -9.44343694 5.142

-6.88062264 -7.03832188 -6.99493884 -7.10468529 -7.08202392 -7.09564809 -6.89621555 66.221 12.4863137 -10.1246985 2.547

Column AA

LES MEDIANTE EL METODO DE REGRESION LATITUD LONGITUD ALTURA

:10° 22' "S" 76° 12' "W" 2730 msnm

AGOSTO SEPTIEMBRE OCTUBRE

Dpto. Prov. Dist. NOVIEMBRE DICIEMBRE

4.20 5.51 5.58 3.23 7.06 5.58 4.90 4.09 5.34 5.26 4.74 4.28

3.72 5.00 5.49 2.43 5.18 10.44 4.80 3.63 4.50 6.13 4.90 1.77

6.35 9.06 8.76 3.09 12.06 9.32 6.14 3.98 5.35 8.56 14.65 2.95

7.77 17.58 23.05 2.56 22.97 14.67 7.91 7.81 5.00 11.46 28.11 4.98

11.78 28.38 26.06 10.13 26.13 24.31 10.27 13.81 8.58 11.54 22.72 8.86

4.11 3.73 3.65 7.10 5.98 5.46 3.47 4.16 4.90 4.88 4.89 4.87 4.87

3.81 4.73 3.66 7.28 5.92 4.10 3.19 4.02 4.52 4.45 4.47 4.42 4.43

8.46 8.91 8.87 8.07 5.92 5.51 3.99 5.21 6.90 6.78 6.81 6.74 6.75

4.82 46.33 10.37 10.91 7.46 8.47 5.35 4.65 10.38 9.87 10.01 9.66 9.73

9.35 77.62 12.05 13.31 11.03 8.82 9.58 10.74 15.26 14.74 14.89 14.53 14.60

HUANUCO AMBO SAN RAFAEL SUMA

PROMEDIO

226.33 247.48 263.07 174.11 322.68 241.15 343.09 211.69 388.80 245.52 206.94 168.88 107.83 377.56 493.90 283.80 165.47 144.58 221.41 184.93 255.22 240.79 244.70 234.91 236.91

18.86 20.62 21.92 14.51 26.89 20.10 28.59 17.64 32.40 20.46 17.25 14.07 8.99 31.46 41.16 23.65 13.79 12.05 18.45 15.41 21.27 20.07 20.39 19.58 19.74

4.87 4.90 127.41 7.10 3.23 4.90 20.91 4.87 0.06 0.12 0.14 0.04

4.42 4.52 122.21 10.44 1.77 4.70 20.91 4.74 0.13 0.28 0.21 0.21

6.74 6.89 186.47 14.65 2.95 7.17 20.91 7.26 0.27 0.33 0.28 0.33

9.69 10.33 314.13 46.33 2.56 12.08 20.91 12.61 0.36 0.45 0.40 0.39

PITACION - ESTACION SAN RAFAEL

14.56 15.21 447.08 77.62 8.58 17.20 20.91 17.75 0.34 0.39 0.37 0.32

235.71 253.77 6494.90 493.90 107.83 249.80

19.64 21.15 560.10 41.16 8.99 22.40

PITACION - ESTACION SAN RAFAEL

12.863 13.941

S1 S2

#REF!

#REF!

Sd=

#REF!

Tc= Tt=

Column AA

#REF!

ON ENLA ESTACION DE SAN RAFAEL DESDE EL AÑO 1980-2006

X1 = X2 =

22.2434706 19.1587525

S1 = S2 =

690.91 314.39

Sp =

545.44

Sd=

60.68

Tc= Tt=

0.051

m) TOTAL MENSUAL LATITUD LONGITUD ALTURA

:10° 22' "S" 76° 12' "W" 2730 msnm

Dpto. Prov. Dist.

AGOSTO

SEPTIEMBRE

OCTUBRE

NOVIEMBRE DICIEMBRE

10.94828463 11.54438463 11.57623731 10.5068976 12.2496938 11.57623731 11.26681135 10.89823043 11.46702814 11.43062509 11.19400524 10.98468768 10.90733119 10.73441668

10.7298663 11.31231517 11.53528387 10.14286706 11.39422204 13.78772283 11.22130753 10.68891287 11.08479608 11.8265083 11.26681135 9.842541865 10.77081974 11.18945486

11.9266166996 13.1597701499 13.0232586978 10.4431922539 14.5248846705 13.278080075 11.8310586832 10.8481762284 11.4715785261 12.9322510631 15.70343354 10.3794869096 12.8867472458 13.0915144239

12.57277091 17.03669539 19.5257542 10.20202202 19.48935114 15.7125343 12.63647625 12.59097243 11.31231517 14.25186177 21.82824736 11.3032144 11.23040829 30.11904288

14.39747398 21.95110766 20.8954191 13.646661 20.92727177 20.0991023 13.71036634 15.32120147 12.94135183 14.28826482 19.3755916 13.06876252 13.29173122 44.35718733

-11.8388404 -4.25705888 -6.71839084 -7.86115211 -12.2344116 -10.7180553

-11.8168642 -3.86148767 -6.85024791 -10.8499123 -12.8497446 -11.0257218

-0.367275335 -2.125369593 -6.850247911 -7.751271218 -11.09165031 -8.410556565

2.9291514 4.11586502 -3.46591646 -1.24632246 -8.10289007 -9.64122255

6.62114934 9.3901478 4.37957916 -0.47715623 1.19303332 3.74226999

HUANUCO AMBO SAN RAFAEL SUMA 211.434281 221.058339 228.152384 187.672188 255.277209 218.177947 264.564539 204.772523 285.364333 220.166464 202.611091 185.292338 157.512258 280.249704 458.322776 385.362193 125.318076 79.4098397 248.252817 168.083719

PROMEDIO 17.620 18.422 19.013 15.639 21.273 18.181 22.047 17.064 23.780 18.347 16.884 15.441 13.126 23.354 38.194 32.114 10.443 6.617 20.688 14.007

-9.08715185 -9.13883356 -9.12455282 -9.16077269 -9.15326824 -9.15777837 -9.09223395 28.794 12.2496938 -12.2344116 1.107

-9.9205266 -10.082927 -10.0383196 -10.151062 -10.1278095 -10.1417908 -9.93661506 18.411 13.7877228 -12.8497446 0.708

Column AA

-4.702705002 -4.952961373 -4.884226339 -5.057943128 -5.02211678 -5.043658579 -4.727499001 92.586 15.70343354 -11.09165031 3.561

2.95794275 1.82860624 2.13495597 1.36626108 1.52328998 1.42877783 2.84433121 205.912 30.1190429 -9.64122255 7.920

13.685085 255.224 12.5412364 240.792 12.8533483 244.696 12.0675384 234.914 12.2287859 236.908 12.1317797 235.708 13.5708375 253.767 357.802 6077.631 44.3571873 458.322776 -0.47715623 79.4098397 13.762 233.755

21.269 20.066 20.391 19.576 19.742 19.642 21.147 524.089

20.964

FEBRERO

ENERO

LINEAL

f(x) = 1.0002598321 x^1.1532141761 Power (LINEAL) R² = 0.6000370353

MAYO

Linear (FEBRERO)

JUNIO

f(x) = 2.4521858187 x^0.5470865597 MAYO R² = 0.418749602

Power (MAYO)

SETIEMBRE

f(x) = 4.9482506958x - 45.3798285728 FEBRERO R² = 0.7660962918

JUNIO

f(x) = 3.9503977265 x^0.239514872Power (JUNIO) R² = 0.1058986923

OCTUBRE

SETIEMBRE

OCTUBRE

SETIEMBRE Power (SETIEMBRE)

f(x) = 1.9048813976 x^0.2833786237 R² = 0.0758773087

OCTUBRE Power (OCTUBRE)

f(x) = 2.8770345966 x^0.2869307529 R² = 0.073723875

O

45.3798285728

FEBRERO Linear (FEBRERO)

f(x) = 1.9322046468x + 11.1939991358 MARZO R² = 0.4024978878

f(x) = 1.5745858898x - 1.82 R² = 0.7788488181

Linear (MARZO)

JULIO

JUNIO

.239514872Power (JUNIO)

RE

ABRIL

MARZO

AGOSTO

JULIO

f(x) = 3.1087101533 x^0.2102426269 Power (JULIO) R² = 0.142161159

NOVIEMBRE

f(x) = 0.404633882 ln(x) + 3. R² = 0.018312736

DICIEMBR

RE

NOVIEMBRE

DICIEMBR

OCTUBRE

NOVIEMBRE

Power (OCTUBRE)

Power (NOVIEMBRE)

0.2869307529

f(x) = 0.7228437245 x^0.8722821649 R² = 0.1982754688

f(x) = 2.4683224361 x^0.59 R² = 0.1504486568

ABRIL f(x) = 1.5745858898x - 1.8294707912 R² = 0.7788488181 ABRIL Linear (ABRIL)

AGOSTO

AGOSTO

f(x) = 0.404633882 ln(x) + 3.6673488203 Logarithmic (AGOSTO) R² = 0.018312736

DICIEMBRE

DICIEMBRE

DICIEMBRE Power (DICIEMBRE)

f(x) = 2.4683224361 x^0.596490015 R² = 0.1504486568

COMP Estacion Parametro Fuente AÑOS 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005

YANAHUANCA PRECIPITACION PROMEDIO MENSUAL SENAMHI ENERO

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

165.70 166.40 77.80 54.80 75.70 142.90 102.30 90.10 101.80 69.50 244.20 9.00 53.00 59.70 46.40

179.10 230.00 110.00 77.10 281.00 102.10 140.00 104.50 121.00 100.00 124.30 32.10 78.20 51.30 24.50

238.20 108.20 191.10 149.60 191.60 93.60 121.30 90.00 130.30 126.50 86.40 47.80 139.10 241.90 91.50

62.20 123.70 112.90 23.40 4.80 68.10 366.00 49.00 62.00 50.00 157.90 0.00 75.50 72.00 11.60

94.00 28.90 15.70 0.00 0.00 44.70 21.00 16.30 12.00 9.80 15.90 2.00 51.30 67.40 0.01

7.30 7.40 3.50 0.00 0.00 5.40 4.10 6.20 2.80 3.20 0.00 6.80 144.20 17.50 45.90

11.70 19.40 20.70 4.80 0.00 6.90 5.80 0.00 1.70 2.60 0.00 0.40 10.10 0.00 15.10

45.87 53.02 38.21 65.83 139.70 142.75 87.94 100.54 71.60 76.81 73.63

64.47 75.96 51.24 94.95 181.95 185.02 124.22 139.42 102.96 109.96 105.72

95.36 103.07 86.45 115.77 173.40 175.42 135.25 145.33 121.11 125.77 122.95

46.14 56.39 33.23 71.70 124.93 126.45 92.19 101.65 77.64 82.62 79.62

9.80 13.17 5.91 18.75 44.28 45.18 27.34 31.80 21.10 23.15 21.91

15.31 15.78 14.73 16.47 18.89 18.96 17.40 17.83 16.74 16.97 16.83

4.54 5.13 3.79 6.01 9.09 9.17 7.19 7.74 6.35 6.64 6.47

2006 SUMA MAXIMO MINIMO PROMEDIO Prom.X Prom.Y R lineal R potencial R logaritm. R exponen.

136.11 2325.60 244.20 9.00 89.45 72.15 97.29 0.50 0.72 0.53 0.64

178.29 2990.25 281.00 24.50 115.01 72.15 117.01 0.77 0.74 0.72 0.74

170.99 3379.77 241.90 47.80 129.99 72.15 136.47 0.60 0.68 0.61 0.64

123.08 2192.54 366.00 0.00 84.33 72.15 82.61 0.41 0.22 0.43 0.18

43.21 590.60 67.40 0.00 22.72 72.15 25.27 0.57 0.86 0.55 0.82

18.81 451.73 144.20 0.00 17.37 72.15 16.95 0.02 0.04 0.05 0.03

8.98 168.60 20.70 0.00 6.48 72.15 6.61 0.30 0.73 0.31 0.67


EN EL GRAFICO SE PRESENTA LA SERIE HISTORICA DE PRECIPITACION ENLA ESTACION DE YANAHUANCA DESDE EL AÑO

COMPLETACION DE DATOS MENSUALES MEDIANTE EL METODO DE REGRESION LATITUD LONGITUD ALTURA

: 0910° 29' "S" 76° 31' "W" 3184 msnm

Dpto. Prov. Dist.

AGOSTO

SEPTIEMBRE

OCTUBRE

NOVIEMBRE

DICIEMBRE

9.80 32.20 12.60 6.10 135.60 32.80 35.00 25.20 38.00 26.30 3.00 64.50 11.40 0.90 91.20

89.10 134.40 37.00 10.70 68.90 27.50 26.00 19.20 32.10 40.10 61.60 39.00 81.90 69.50 13.00

136.90 74.00 83.30 207.10 178.30 81.10 61.00 53.10 48.60 83.20 55.40 160.10 106.40 118.70 144.10

259.10 155.20 97.50 83.80 173.80 114.40 79.10 62.00 83.10 98.00 6.00 30.70 154.70 122.00 106.80

90.40 106.50 31.50 82.80 180.60 135.30 120.00 85.40 98.00 102.00 12.00 32.00 137.00 48.80 92.90

24.58 23.16 26.50 21.19 15.56 15.42 18.81 17.81 20.47 19.89 20.24

27.47 32.40 21.79 40.54 77.85 79.17 53.09 59.61 43.98 46.98 45.16

113.72 111.55 116.44 108.32 97.08 96.76 103.99 101.99 107.07 106.01 106.65

64.87 74.39 53.91 90.12 162.16 164.70 114.35 126.94 96.75 102.55 99.03

70.35 74.72 65.33 81.93 114.98 116.14 93.05 98.82 84.98 87.63 86.02

PASCO D.A. CARRION YANAHUANCA SUMA 1253.10 1170.20 868.60 648.90 1192.50 900.10 1096.90 635.60 718.80 707.20 856.70 404.40 937.80 957.90 638.91 626.23 678.67 565.85 765.32 1162.26 1176.25 898.86 968.21 801.87 833.81 814.46

PROMEDIO 104.43 97.52 72.38 54.08 99.38 75.01 91.41 52.97 59.90 58.93 71.39 33.70 78.15 79.83 53.24 52.19 56.56 47.15 63.78 96.85 98.02 74.90 80.68 66.82 69.48 67.87

f(x) = 2.6304782942 R² = 0.5856145024

15.72 754.16 135.60 0.90 29.01 72.15 34.97 0.01 -0.17 -0.06 -0.11

76.28 1265.21 134.40 10.70 48.66 72.15 50.00 0.67 0.59 0.62 0.65

97.47 2721.45 207.10 48.60 104.67 72.15 106.09 -0.09 -0.11 -0.17 -0.03

159.13 2676.00 173.80 6.00 102.92 72.15 108.41 0.72 0.45 0.68 0.47

113.59 2352.35 180.60 12.00 90.47 72.15 90.35 0.45 0.33 0.45 0.34

1145.55 22171.84 1192.50 404.40 852.76

95.46 1847.65 99.38 33.70 73.91

f(x) = 2.082471529 R² = 0.4641710027

REGISTRO DE IN

ACION - ESTACION YANAHUANCA

Column AA

ANAHUANCA DESDE EL AÑO 1980-2006

Column AA

REGRESION

ENERO

ABRIL

ENERO Power (ENERO) f(x) = 0.0379189307 x^1.8018001475 R² = 0.5125630127

f(x) = 127.4913847349 ln(x) - 457.7054407194 R² = 0.1870763122

FEBRERO

f(x) = 2.6304782942x - 72.7845899903 R² = 0.5856145024

MAYO

FEBRERO Linear (FEBRERO) f(x) = 0.7727659177x - 30.4903464455 R² = 0.3207420907

MARZO

JUNIO

MARZO f(x) = 2.082471529 x^0.9671665742 R² = 0.4641710027

Power (MARZO)

f(x) = 5.785670635 ln(x) - 7.56650304 R² = 0.0022801039

REGISTRO DE INFORMACION PARA DOS ESTACIONES CAYHUAYNA - YANAHUANC

ENERO FEBRERO MARZO ABRIL MAYO JUNIO JULIO AGOSTO

SETIEMBRE

FEBRERO MARZO ABRIL MAYO JUNIO JULIO AGOSTO

SETIEMBRE OCTUBRE

NOBIEMBR

DICIEMBRE

ABRIL

JULIO

ABRIL

JULIO

Logarithmic (ABRIL)

Logarithmic

f(x) = 7.3570472522 ln(x) - 24.5660417533 R² = 0.0968138687

349 ln(x) - 457.7054407194

MAYO

AGOSTO

MAYO

AGOSTO

Linear (MAYO)

Power (AG

Linear (MAYO)

9177x - 30.4903464455 907 f(x) = 458.8378462985 x^-0.7493743792 R² = 0.0301693828

SEPTIEMBRE

JUNIO

JUNIO

SEPTIEMBRE

Logarithmic (JUNIO)

Linear (SEPTIE f(x) = 1.1281620228x - 31.4007131572 R² = 0.4523914896

5670635 ln(x) - 7.5665030458 2801039

YANAHUANCA

ENERO FEBRERO MARZO ABRIL MAYO JUNIO JULIO AGOSTO SETIEMBRE

FEBRERO MARZO ABRIL MAYO JUNIO JULIO AGOSTO SETIEMBRE OCTUBRE NOBIEMBRE DICIEMBRE

2

OCTUBRE

JULIO

OCTUBRE

Logarithmic (JULIO)

Logarithmic (OCTUBRE) f(x) = -26.9076795379 ln(x) + 220.1221763304 R² = 0.0275545737

NOVIEMBRE

NOVIEMBRE

AGOSTO Power (AGOSTO)

f(x) = 2.1787753113x - 48.792689001 R² = 0.5199706754

Linear (NOVIEMBRE)

RE

DICIEMBRE

SEPTIEMBRE Linear (SEPTIEMBRE)

DICIEMBRE f(x) = 0.999535161x + 18.2268174891 R² = 0.2018070397

Linear (DICIEMBRE)

COMPLETACION DE DATOS MENSUALES MEDIANTE EL METODO Estacion Parametro Fuente AÑOS 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005

CARHUAMAYO PRECIPITACION PROMEDIO MENSUAL ELECTROANDES S.A ENERO

FEBRERO

MARZO

ABRIL

MAYO

JUNIO

JULIO

AGOSTO

75.10 108.70 129.30 118.20 135.80 90.30 119.80 206.20 243.80 209.60 126.00 85.90 54.00 133.70 139.10

135.90 135.40 158.90 53.50 211.10 94.20 160.30 61.80 109.90 152.10 85.00 64.10 86.40 154.40 145.90

76.00 104.00 71.80 97.80 62.40 80.80 166.00 68.00 65.70 133.50 16.30 106.90 79.90 146.40 120.30

37.60 30.60 96.10 89.30 83.20 101.70 113.30 38.90 82.80 51.30 73.80 42.00 37.50 56.60 86.20

30.20 34.20 24.50 18.50 19.20 12.70 53.10 48.00 13.30 22.10 27.20 20.60 6.90 42.80 86.20

3.80 17.10 7.20 56.90 21.70 10.40 11.40 12.70 0.50 21.00 70.40 14.60 25.10 13.50 0.30

15.60 1.30 8.10 5.80 5.00 12.00 4.10 10.40 0.80 1.00 6.20 1.90 6.10 20.70 0.30

7.20 48.90 22.10 8.00 26.90 10.20 20.80 8.30 0.80 36.80 16.80 0.50 26.40 15.60 5.00

95.90 91.10 101.70 97.30 137.80 120.30 198.40 146.77 137.87 139.70 138.60

123.60 53.70 112.30 189.90 122.00 100.30 122.30 139.49 130.32 132.21 131.07

143.50 81.70 109.20 101.00 119.60 157.90 101.00 109.24 106.17 106.80 106.42

38.10 53.70 54.20 47.80 32.10 28.30 59.10 69.72 66.56 67.22 66.82

7.40 25.90 32.10 2.70 9.80 24.60 53.10 35.95 33.16 33.74 33.39

8.00 0.01 3.20 11.70 11.70 6.70 6.30 8.91 8.01 8.20 8.09

2.80 1.30 3.20 0.01 9.70 10.40 21.80 8.31 7.77 7.88 7.81

0.90 1.30 31.20 1.00 0.40 19.60 7.50 11.62 6.32 6.62 6.44

2006 SUMA MAXIMO MINIMO PROMEDIO Prom.X Prom.Y R lineal R potencial R logaritm. R exponen.

154.83 3460.67 243.80 54.00 133.10 56.92 128.09 0.57 0.69 0.59 0.66

147.82 3178.02 211.10 53.50 122.23 56.92 119.68 0.63 0.65 0.63 0.64

111.98 2674.32 166.00 16.30 102.86 56.92 100.44 0.28 0.18 0.26 0.20

72.54 1639.46 113.30 28.30 63.06 56.92 60.65 0.40 0.40 0.40 0.39

38.44 759.57 86.20 2.70 29.21 56.92 27.96 0.46 0.43 0.45 0.44

9.76 373.38 70.40 0.01 14.36 56.92 15.19 -0.08 0.21 -0.07 0.19

8.80 173.47 21.80 0.01 6.67 56.92 6.75 0.28 0.09 0.25 0.11

9.46 349.46 48.90 0.40 13.44 56.92 14.37 0.35 0.38 0.34 0.39

SERIE HISTORICA DE PRECIPITACION - ESTACION C

EN EL GRAFICO SE PRESENTA LA SERIE HISTORICA DE PRECIPITACION ENLA ESTACION DE CARHUAMAYO DESDE EL AÑO

ANTE EL METODO DE REGRESION LATITUD LONGITUD ALTURA

: 010° 55' "S" 76° 03' "W" 4125 msnm

Dpto. Prov. Dist.

SEPTIEMBRE

OCTUBRE

NOVIEMBRE

DICIEMBRE

13.00 44.20 36.80 46.70 25.70 64.80 46.60 46.60 25.50 52.20 64.10 42.30 60.70 76.20 35.80

78.70 141.00 109.20 53.00 50.50 78.00 82.40 52.30 53.20 63.00 146.80 36.10 98.90 61.30 73.50

45.80 110.90 134.90 32.80 79.70 83.30 74.00 50.30 64.10 49.70 94.00 61.60 45.20 135.30 30.70

110.10 138.70 79.90 98.50 136.40 89.80 64.60 113.20 110.50 65.50 67.60 67.60 51.60 94.40 98.60

18.50 40.00 63.20 21.00 62.40 11.90 33.30 40.36 39.28 39.50 39.37

52.10 52.10 90.40 76.20 29.50 62.20 72.00 71.61 70.51 70.74 70.60

78.10 72.40 70.50 76.10 45.00 27.30 80.80 82.42 78.14 79.02 78.49

103.00 77.90 70.70 89.50 126.70 119.30 170.80 103.54 100.29 100.97 100.56

JUNIN JUNIN CARHUAMAYO SUMA 550.30 774.00 769.60 626.00 807.10 650.20 834.00 664.40 717.70 794.80 647.40 508.00 479.80 889.60 748.40 619.80 499.01 651.50 638.01 677.20 626.60 854.40 786.70 750.61 758.09 753.60

PROMEDIO 45.86 64.50 64.13 52.17 67.26 54.18 69.50 55.37 59.81 66.23 53.95 42.33 39.98 74.13 62.37 51.65 41.58 54.29 53.17 56.43 52.22 71.20 65.56 62.55 63.17 62.80

REGISTRO DE I

41.34 1118.34 76.20 11.90 43.01 56.92 42.34 0.13 0.15 0.11 0.17

72.57 1889.74 146.80 29.50 72.68 56.92 73.29 0.11 0.15 0.12 0.15

86.24 1901.01 135.30 27.30 73.12 56.92 70.11 0.46 0.38 0.44 0.40

106.41 2546.56 170.80 51.60 97.94 56.92 97.50 0.39 0.40 0.40 0.37

818.90 18345.42 889.60 479.80 705.59

68.24 1528.79

61.15

N - ESTACION CARHUAMAYO

Column AA

HUAMAYO DESDE EL AÑO 1980-2006

Column AA

GISTRO DE INFORMACION PARA DOS ESTACIONES CAYHUAYNA -CARHUAMAYO

ENERO Power (ENERO) FEBRERO Power (FEBRERO) MARZO Linear (MARZO) ABRIL Linear (ABRIL) MAYO Linear (MAYO) JUNIO Power (JUNIO) JULIO f(x) = 0.5561812594 x^1.3331229816 0.3281371537 x^1.4477745822 Linear f(x) (JULIO) R² ==0.4258565585 R² = 0.4161737067 AGOSTO Exponential (AGOSTO) SETIEMBRE

f(x) = 1.0222758014x + 42.2493305557 f(x) = 6.0322529874 x^0.6803554953 R² = 0.0764405311 R² = 0.1575699917 f(x) = 1.4250259058x - 11.0039121477 R² = 0.2136144628 f(x) = 1.0509645503x + 0.8208102719 f(x) = 17.862270582 x^0.3322796393 R² = 0.1566799863 R² = 0.0220554488 22.3704022177 -exp( 0.009233311 x ) f(x) = 0.9284958829x 24.8942007537 R² = 0.0292878115 0.214796324 f(x) = 0.2130146474 exp( 0.0611964995 x ) f(x) 0.0007461563 R² == f(x) =0.1526429128 0.1810668825xx^2.2595571254 - 3.5565171164 R² = 0.0422068675 R² = 0.0766297396

f(x) = 17.862270582 x^0.3322796393 R² = 0.1566799863 R² = 0.0220554488 f(x) = 22.3704022177 0.009233311 x ) 0.9284958829x -exp( 24.8942007537 0.0292878115 R² = 0.214796324 f(x) = 0.2130146474 exp( 0.0611964995 x ) f(x) 0.0007461563 R² == f(x) =0.1526429128 0.1810668825xx^2.2595571254 - 3.5565171164 R² = 0.0422068675 R² = 0.0766297396

ARHUAMAYO

02 Precipitacion

Recommend Documents