Preg 1-b Prueba de Helmert

Año 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 1 40.00 24.30 31.50 8.80 95.40 14.30 59.00 147.00 58.70 27.50 60.30 62.70 60.00 101.50 40.10 11.10 20.30 23.20 150.00 30.20 6.10 8.20 60.20 9.70 51.50 8.50 4.20 12.90 60.90 96.20 65.30 30.30 30.00 150.50 20.54 30.55 42.57 70.30 6.55 124.40 20.32 40.30 20.80

ESTA. 2 55.00 12.00 94.00 4.50 48.00 25.00 45.00 60.00 35.00 20.00 70.00 35.00 100.40 40.00 55.00 20.00 30.00 60.00 76.00 36.00 25.00 20.00 40.00 28.00 45.00 15.00 5.20 61.00 47.00 12.00 7.00 32.00 85.00 106.00 52.20 116.20 74.40 64.00 83.60 118.00 36.90 44.00 33.00

ESTA. 3 44.45 45.29 34.74 47.09 56.80 42.65 80.06 56.08 57.28 93.84 55.72 36.89 51.28 81.97 43.85 51.76 59.19 44.69 42.89 48.64 30.42 22.03 22.51 41.69 27.78 22.27 12.44 5.72 45.89 60.51 81.01 65.79 70.58 42.41 79.82 82.81 53.68 47.21 12.08 69.62 38.93 54.16 19.50

2009 2010 2011 2012 2013 2014 MAXIMO MINIMO Promedios

56.30 47.50 35.20 20.50 10.50 9.60

53.90 45.80 64.50 50.50 23.60 15.40

38.20 74.20 46.50 18.70 15.20 12.30

150.50

118.00

93.84

4.20

4.50

5.72

45.41

48.67

47.14

ESTACIONES PLUVIOMETRICAS

ESTA. 4 47.30 48.00 39.20 49.50 57.60 45.80 77.00 57.00 58.00 88.50 56.70 41.00 53.00 78.60 46.80 53.40 59.60 47.50 46.00 50.80 35.60 28.60 29.00 45.00 33.40 28.80 20.60 15.00 48.50 60.70 77.80 65.10 69.10 45.60 76.80 79.30 55.00 49.60 20.30 68.30 42.70 55.40 28.30

ESTA. 5 45.80 29.80 26.90 32.84 48.71 24.10 45.80 29.90 40.30 18.90 56.30 54.40 42.22 70.30 40.60 33.26 34.95 35.48 58.71 36.76 32.35 32.73 42.26 32.30 29.80 32.79 48.60 24.80 27.80 69.80 58.60 23.80 60.90 58.80 34.99 36.83 56.80 29.20 20.50 49.80 26.80 56.10 28.90

ESTA. 6 49.19 54.29 44.30 46.92 43.34 50.20 56.87 53.69 57.52 59.80 49.70 55.45 65.04 44.40 44.40 41.62 44.15 44.35 42.88 45.46 49.14 36.17 36.32 36.70 65.50 36.30 42.50 25.30 45.20 46.80 42.40 64.20 56.01 60.20 67.90 47.93 66.30 45.70 57.80 67.50 36.80 64.50 55.80

ESTA. 7 45.30 55.40 35.60 40.80 33.70 47.30 60.50 54.20 61.80 66.30 46.30 57.70 76.70 35.80 35.80 30.30 35.30 35.70 32.80 37.90 45.20 19.50 19.80 45.60 40.80 37.80 50.20 49.80 44.80 36.80 44.90 60.80 58.80 60.90 66.50 42.80 45.70 35.40 34.40 65.50 56.10 50.20 44.30

ESTA. 8 27.89 46.90 21.61 34.50 30.90 29.19 37.74 33.66 37.60 41.50 28.54 35.92 48.00 14.40 16.50 13.80 13.20 43.70 18.90 11.90 17.60 11.80 14.10 18.90 24.98 23.03 31.07 30.81 27.57 22.39 27.63 37.93 36.64 38.00 41.63 26.27 28.15 21.48 20.83 40.98 34.89 31.07 27.24

58.80 49.80 45.90 30.50 24.70 20.40

40.20 39.93 37.68 34.99 33.15 32.99

41.90 42.43 51.42 43.09 39.15 34.86

42.90 31.90 49.70 33.20 25.40 16.90

26.34 19.21 30.74 20.05 15.00 9.49

88.50

70.30

67.90

76.70

48.00

15.00

18.90

25.30

16.90

9.49

49.54

39.55

48.83

44.58

27.43

ESTA. 9 54.89 55.60 46.65 57.12 65.36 53.36 85.09 64.75 65.77 96.78 64.45 48.48 60.68 86.72 54.38 61.09 67.39 55.09 53.56 58.45 42.99 35.87 36.28 52.55 40.75 36.07 27.73 22.04 56.11 68.51 85.90 72.99 77.06 53.16 84.89 87.43 62.72 57.23 27.43 76.24 50.21 63.12 60.60

55.80 57.50 49.20 35.50 25.40 18.30 96.78 18.30

57.17

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 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

A&O 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 1 40.00 24.30 31.50 8.80 95.40 14.30 59.00 147.00 58.70 27.50 60.30 62.70 60.00 101.50 40.10 11.10 20.30 23.20 150.00 30.20 6.10 8.20 60.20 9.70 51.50 8.50 4.20 12.90 60.90 96.20 65.30 30.30 30.00 150.50 20.54 30.55 42.57 70.30 6.55 124.40 20.32 40.30 20.80

               

                       

         

PRE!A "E #E$MERT "ES' SI(NO )5.41 )21.11 S )13.91 S )36.61 S 49.99 * )31.11 * 13.59 * 101.59 S 13.29 S )17.91 * 14.89 * 17.29 S 14.59 S 56.09 S )5.31 * )34.31 S )25.11 S )22.21 S 104.59 * )15.21 * )39.31 S )37.21 S 14.79 * )35.71 * 6.09 * )36.91 * )41.21 S )32.51 S 15.49 * 50.79 S 19.89 S )15.11 * )15.41 S 105.09 * )24.87 * )14.86 S )2.84 S 24.89 * )38.86 * 78.99 * )25.09 * )5.11 S )24.61 S

44 45 46 47 48 49 50

2008 2009 2010 2011 2012 2013 2014

             

8.99 10.89 2.09 )10.21 )24.91 )34.91 )35.81

PROMEDIO=

45.41

S=

27

C=

22

n=

50.00

S - C=

5.00

SERIE=

7.00

54.40 56.30 47.50 35.20 20.50 10.50 9.60 45.41

POR LO TANTO EL REGISTRO ES:

HOMOGENEA

* S S * S S S

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 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

A&O 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 2 55.00 12.00 94.00 4.50 48.00 25.00 45.00 60.00 35.00 20.00 70.00 35.00 100.40 40.00 55.00 20.00 30.00 60.00 76.00 36.00 25.00 20.00 40.00 28.00 45.00 15.00 5.20 61.00 47.00 12.00 7.00 32.00 85.00 106.00 52.20 116.20 74.40 64.00 83.60 118.00 36.90 44.00 33.00

               

                       

         

PRE!A "E #E$MERT "ES' SI(NO 6.33 )36.67 C 45.33 C )44.17 C )0.67 S )23.67 S )3.67 S 11.33 C )13.67 C S )28.67 21.33 C )13.67 C C 51.73 )8.67 C C 6.33 )28.67 C S )18.67 11.33 C 27.33 S )12.67 C )23.67 S )28.67 S )8.67 S )20.67 S )3.67 S )33.67 S )43.47 S 12.33 C )1.67 C )36.67 S S )41.67 )16.67 S C 36.33 57.33 S S 3.53 67.53 S S 25.73 15.33 S 34.93 S 69.33 S )11.77 C )4.67 S )15.67 S

44 45 46 47 48 49 50

2008 2009 2010 2011 2012 2013 2014

108.60 53.90 45.80 64.50 50.50 23.60 15.40

             

59.93 5.23 )2.87 15.83 1.83 )25.07 )33.27

48.67

PROMEDIO=

48.67

S=

28

C=

21

n=

50.00

S - C=

7.00

SERIE=

7.00

POR LO TANTO EL REGISTRO ES:

NO HOMOGENEA

C S C C S C S

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 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

A&O 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 3 44.45 45.29 34.74 47.09 56.80 42.65 80.06 56.08 57.28 93.84 55.72 36.89 51.28 81.97 43.85 51.76 59.19 44.69 42.89 48.64 30.42 22.03 22.51 41.69 27.78 22.27 12.44 5.72 45.89 60.51 81.01 65.79 70.58 42.41 79.82 82.81 53.68 47.21 12.08 69.62 38.93 54.16 19.50

               

                       

         

PRE!A "E #E$MERT "ES' SI(NO )2.69 )1.85 S )12.40 S )0.05 S 9.66 * )4.49 * 32.92 * 8.94 S 10.14 S 46.70 S 8.58 S )10.24 * 4.14 * 34.84 S )3.29 * 4.62 * 12.06 S )2.45 * )4.25 S 1.51 * )16.72 * )25.11 S )24.63 S )5.45 S )19.36 S )24.87 S )34.70 S )41.42 S )1.25 S 13.38 * 33.88 S 18.65 S 23.45 S )4.73 * 32.68 * 35.67 S 6.54 S 0.07 S )35.06 * 22.49 * )8.21 * 7.02 * )27.64 *

44 45 46 47 48 49 50

2008 2009 2010 2011 2012 2013 2014

67.80 38.20 74.20 46.50 18.70 15.20 12.30

             

20.66 )8.94 27.06 )0.64 )28.44 )31.94 )34.84

47.14

PROMEDIO=

47.14

S=

27

C=

22

n=

50.00

S - C=

5.00

SERIE=

7.00

POR LO TANTO EL REGISTRO ES:

HOMOGENEA

* * * * S S S

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 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

A&O 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 4 47.30 48.00 39.20 49.50 57.60 45.80 77.00 57.00 58.00 88.50 56.70 41.00 53.00 78.60 46.80 53.40 59.60 47.50 46.00 50.80 35.60 28.60 29.00 45.00 33.40 28.80 20.60 15.00 48.50 60.70 77.80 65.10 69.10 45.60 76.80 79.30 55.00 49.60 20.30 68.30 42.70 55.40 28.30

               

                       

         

PRE!A "E #E$MERT "ES' SI(NO )2.24 )1.54 S )10.34 S )0.04 S 8.06 * )3.74 * 27.46 * 7.46 S 8.46 S 38.96 S 7.16 S )8.54 * 3.46 * 29.06 S )2.74 * 3.86 * 10.06 S )2.04 * )3.54 S 1.26 * )13.94 * )20.94 S )20.54 S )4.54 S )16.14 S )20.74 S )28.94 S )34.54 S )1.04 S 11.16 * 28.26 S 15.56 S 19.56 S )3.94 * 27.26 * 29.76 S 5.46 S 0.06 S )29.24 * 18.76 * )6.84 * 5.86 * )21.24 *

44 45 46 47 48 49 50

2008 2009 2010 2011 2012 2013 2014

67.30 58.80 49.80 45.90 30.50 24.70 20.40

             

17.76 9.26 0.26 )3.64 )19.04 )24.84 )29.14

49.54

PROMEDIO=

49.54

S=

29

C=

20

n=

50.00

S - C=

9.00

SERIE=

7.00

POR LO TANTO EL REGISTRO ES:

NO HOMOGENEA

* S S * S S S

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 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

A&O 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 5 45.80 29.80 26.90 32.84 48.71 24.10 45.80 29.90 40.30 18.90 56.30 54.40 42.22 70.30 40.60 33.26 34.95 35.48 58.71 36.76 32.35 32.73 42.26 32.30 29.80 32.79 48.60 24.80 27.80 69.80 58.60 23.80 60.90 58.80 34.99 36.83 56.80 29.20 20.50 49.80 26.80 56.10 28.90

               

                       

         

PRE!A "E #E$MERT "ES' SI(NO 6.25 )9.75 * )12.65 S )6.71 S 9.16 * )15.45 * 6.25 * )9.65 * 0.75 * )20.65 * 16.75 * 14.85 S 2.67 S 30.75 S 1.05 S )6.29 * )4.60 S )4.07 S 19.16 * )2.79 * )7.20 S )6.82 S 2.71 * )7.25 * )9.75 S )6.76 S 9.05 * )14.75 * )11.75 S 30.25 * 19.05 S )15.75 * 21.35 * 19.25 S )4.56 * )2.72 S 17.25 * )10.35 * )19.05 S 10.25 * )12.75 * 16.55 * )10.65 *

44 45 46 47 48 49 50

2008 2009 2010 2011 2012 2013 2014

37.30 40.20 39.93 37.68 34.99 33.15 32.99

             

)2.25 0.65 0.38 )1.87 )4.56 )6.40 )6.56

39.55

PROMEDIO=

39.55

S=

22

C=

27

n=

50.00

S - C=

-5.00

SERIE=

7.00

POR LO TANTO EL REGISTRO ES:

HOMOGENEA

S * S * S S S

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 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

A&O 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 6 49.19 54.29 44.30 46.92 43.34 50.20 56.87 53.69 57.52 59.80 49.70 55.45 65.04 44.40 44.40 41.62 44.15 44.35 42.88 45.46 49.14 36.17 36.32 36.70 65.50 36.30 42.50 25.30 45.20 46.80 42.40 64.20 56.01 60.20 67.90 47.93 66.30 45.70 57.80 67.50 36.80 64.50 55.80

               

                       

         

PRE!A "E #E$MERT "ES' SI(NO 0.36 5.46 S )4.53 * )1.91 S )5.49 S 1.37 * 8.04 S 4.86 S 8.69 S 10.96 S 0.87 S 6.62 S 16.21 S )4.43 * )4.43 S )7.21 S )4.69 S )4.48 S )5.95 S )3.37 S 0.31 * )12.66 * )12.51 S )12.13 S 16.67 * )12.53 * )6.33 S )23.53 S )3.63 S )2.03 S )6.43 S 15.37 * 7.18 S 11.37 S 19.07 S )0.90 * 17.47 * )3.13 * 8.97 * 18.67 S )12.03 * 15.67 * 6.97 S

44 45 46 47 48 49 50

2008 2009 2010 2011 2012 2013 2014

42.20 41.90 42.43 51.42 43.09 39.15 34.86

             

)6.63 )6.93 )6.40 2.58 )5.75 )9.68 )13.97

48.83

PROMEDIO=

48.83

S=

32

C=

17

n=

50.00

S - C=

15.00

SERIE=

7.00

POR LO TANTO EL REGISTRO ES:

NO HOMOGENEA

* S S * * S S

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 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

A&O 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 7 45.30 55.40 35.60 40.80 33.70 47.30 60.50 54.20 61.80 66.30 46.30 57.70 76.70 35.80 35.80 30.30 35.30 35.70 32.80 37.90 45.20 19.50 19.80 45.60 40.80 37.80 50.20 49.80 44.80 36.80 44.90 60.80 58.80 60.90 66.50 42.80 45.70 35.40 34.40 65.50 56.10 50.20 44.30

               

                       

         

PRE!A "E #E$MERT "ES' SI(NO 0.72 10.82 S )8.98 * )3.78 S )10.88 S 2.72 * 15.92 S 9.62 S 17.22 S 21.72 S 1.72 S 13.12 S 32.12 S )8.78 * )8.78 S )14.28 S )9.28 S )8.88 S )11.78 S )6.68 S 0.62 * )25.08 * )24.78 S 1.02 * )3.78 * )6.78 S 5.62 * 5.22 S 0.22 S )7.78 * 0.32 * 16.22 S 14.22 S 16.32 S 21.92 S )1.78 * 1.12 * )9.18 * )10.18 S 20.92 * 11.52 S 5.62 S )0.28 *

44 45 46 47 48 49 50

2008 2009 2010 2011 2012 2013 2014

47.30 42.90 31.90 49.70 33.20 25.40 16.90

             

2.72 )1.68 )12.68 5.12 )11.38 )19.18 )27.68

44.58

PROMEDIO=

44.58

S=

30

C=

19

n=

50.00

S - C=

11.00

SERIE=

7.00

POR LO TANTO EL REGISTRO ES:

NO HOMOGENEA

* * S * * S S

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 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

A&O 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 8 27.89 46.90 21.61 34.50 30.90 29.19 37.74 33.66 37.60 41.50 28.54 35.92 48.00 14.40 16.50 13.80 13.20 43.70 18.90 11.90 17.60 11.80 14.10 18.90 24.98 23.03 31.07 30.81 27.57 22.39 27.63 37.93 36.64 38.00 41.63 26.27 28.15 21.48 20.83 40.98 34.89 31.07 27.24

               

                       

         

PRE!A "E #E$MERT "ES' SI(NO 0.47 19.47 S )5.82 * 7.07 * 3.47 S 1.76 S 10.31 S 6.23 S 10.17 S 14.07 S 1.11 S 8.50 S 20.57 S )13.03 * )10.93 S )13.63 S )14.23 S 16.27 * )8.53 * )15.53 S )9.83 S )15.63 S )13.33 S )8.53 S )2.45 S )4.39 S 3.64 * 3.38 S 0.14 S )5.04 * 0.21 * 10.51 S 9.21 S 10.57 S 14.20 S )1.15 * 0.72 * )5.95 * )6.60 S 13.55 * 7.46 S 3.64 S )0.18 *

44 45 46 47 48 49 50

2008 2009 2010 2011 2012 2013 2014

29.19 26.34 19.21 30.74 20.05 15.00 9.49

             

1.76 )1.09 )8.22 3.32 )7.37 )12.43 )17.93

27.43

PROMEDIO=

27.43

S=

32

C=

17

n=

50.00

S - C=

15.00

SERIE=

7.00

POR LO TANTO EL REGISTRO ES:

NO HOMOGENEA

* * S * * S S

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 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

A&O 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 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

ESTA. 9 54.89 55.60 46.65 57.12 65.36 53.36 85.09 64.75 65.77 96.78 64.45 48.48 60.68 86.72 54.38 61.09 67.39 55.09 53.56 58.45 42.99 35.87 36.28 52.55 40.75 36.07 27.73 22.04 56.11 68.51 85.90 72.99 77.06 53.16 84.89 87.43 62.72 57.23 27.43 76.24 50.21 63.12 60.60

               

                       

         

PRE!A "E #E$MERT "ES' SI(NO )2.28 )1.57 S )10.52 S )0.04 S 8.19 * )3.81 * 27.92 * 7.58 S 8.60 S 39.61 S 7.28 S )8.69 * 3.51 * 29.55 S )2.79 * 3.92 * 10.23 S )2.08 * )3.60 S 1.28 * )14.18 * )21.30 S )20.89 S )4.62 S )16.42 S )21.09 S )29.43 S )35.13 S )1.06 S 11.34 * 28.73 S 15.82 S 19.89 S )4.01 * 27.72 * 30.26 S 5.55 S 0.06 S )29.74 * 19.07 * )6.96 * 5.96 * 3.43 S

44 45 46 47 48 49 50

2008 2009 2010 2011 2012 2013 2014

83.20 55.80 57.50 49.20 35.50 25.40 18.30

             

26.03 )1.37 0.33 )7.97 )21.67 )31.77 )38.87

57.17

PROMEDIO=

57.17

S=

29

C=

20

n=

50.00

S - C=

9.00

SERIE=

7.00

POR LO TANTO EL REGISTRO ES:

NO HOMOGENEA

S * * * S S S