Completacio y Extension de Datos Hidrologicos

8/17/2019 Completacio y Extension de Datos Hidrologicos

1/391

Estación : AMBO - IDMA , Tipo Convencional - Meteorológica

HUANUCO AMBO AMBO

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7 1983

Te)perat*ra Te)perat*ra Te)perat*ra B*l+o

Ma !c. Min !c. /eco !c.

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1(2% 1"2' 1%21 12& 20

1%2' 1$23 1(2% 21

132" 1$2% 1%21 &21

1(2' 1"2% 1(2% 2$

1% 1%2" 1(2" 20 12$

1%2' 1%2' 1%23 112%

1(2' 1"2% 1%2" 1$2& 21

1(2% 1"2( 1% 020 '2(

1%21 1%2% 1(

1(23 1"2& 1%23 20

1(2" 102' 1%2(

132$ 1"2" 1$21

1% 102' 1%2'

1(2( 1021 1%2' 1'20 21

1(2& -000 1%23 23

1(2& 1"2( 1%2"

1(2( 1$2" 1%2& 12( 2'

1(2" 1"2& 1%2%

1%2& 1021 1%2% &2" 2$

Te)perat*ra B*l+o Direccion


71/391

1% 1"2% 1%2' %2%

1%23 1"23 1%2' &2' '2&

1&2" 102' 1% 2' 20

1(2$ 1$2% 1%2& 2' 21

1%2& 1"2( 1%2" 32' 21

1%2% 102% 1$23 1$2" &21

1%2& 1020 1%2& 12(

1(23 1" 1%2$ "2' 12%

1%21 102' 1$2'

1(2" 1$2% 1$2" 12$

1%2" 1023 1%23 120 '2(

1%23 1$2" 1(23 2& '20

1&20 1"2' 1%2% 2&

1%2% 1"2% 1%2' &2' 2&

1% 102' 1%20 21 2'

1(2$ 102% 1$23 '21 '2&


Direccion

H*)e6o !c. 6el

$ 1& 10 $ 10


72/391

1(2$ 102% 1$2' 2(

1%2' 102" 1$21 12$

1(2% 1$2' 1%2" 1121

1%2% 1"23 1%23 2( &2'

1%2$ 1$2" 1%2( 12&


Direccion

H*)e6o !c. 6el

$ 1& 10 $ 10


73/391


Direccion

H*)e6o !c. 6el

$ 1& 10 $ 10


74/391

1'2& 102' 1(2&

1'2" 1$ 1(2&

02" 1$2' 1(2"

02$ 102' 1(23

12& 132' 1(23

11 1%2' 1(2$

1&2& 1"2" 1"2'

1(2% 1$2" 1(2"

1320 1$2' 1%20

12" 1"2" 1"2'

1&21 1$2% 1%2(

1( 1020 132' -"""

112% 1" 1323

020 1$2% 1(2%

$23 1$23 1(23

1&23 1"2' 1&2%

$2( 1$2" 1&2(

0 1"21 132%

"2" 1%2' '2&

0 102( 1(23

020 102" 1$

1'2" '23 '2'

1'20 1023 1%23

1'2& 1$23 1(23

1&23 1"2' 1%20

1320 1"2" 1(2%


75/391

132& 102& 1323

121 1$2% 1&20

02% 1$2" 13

$2$ 1$2( 1&2%

"2% 1%2' 1&2"

1 1"23 132%

02' 132% 132'

023 1(2% 1(

1&23 1(2' 1&20 &2(

1'2' 1"2" 1(23

"2' 1(21 1320

1'23 132% 132%

1'21 1$2' 1(2'

123 1$2% 132"

1 1$2% 1(2&

1&23 1$23 1323

$2% 1%23 132"


Direccion

H*)e6o !c. 6el

$ 1& 10 $ 10


76/391

1&2% 1%2" 1'23

02' 1"2' 1(

02' 1"2" 1(

112" 1(2% 1(2'

1' 1(20 1(2'

1123 1$2" 1(

"20 1$2' 1323

1123 1" 132"

120 -000 -000


Direccion

H*)e6o !c. 6el

$ 1& 10 $ 10


77/391

1'2" -000 -000


Direccion

H*)e6o !c. 6el

$ 1& 10 $ 10


78/391

12( 1$2" 1(2& 2%

1(21 1$2& 1(23

1&2" 1"2% 1%2%

1&2' 1%2$ 1(2(

1&2" '12" 1$2'

1(2' 1$2' 1(2( 21

1(2' 1$2% 1$2% '21

132$ 1$2" 1%2' '20 2&

1(2' 1$2$ 1%21

1323 '12% 1$2'

1& 1"20 1(23 '2'

132% 1"23 132" '2&

1'2' 1(2" 1$2%

1323 '21 1%21

1&2' '2& 1(2&

1&2" 1"2( 1%23

1(2" 1$2& 1(2%

1321 1$20 1(2$

1(2' 102% 1(23

1(23 1"20 1%23 21

1(2% 1$2' 1$2$ &2& 2'

1323 1"20 1%2&

1(2( 10 1% 21

1(23 1"2$ 1%2' (23

132" '2& 1%2' (2'

1%2& 1020 1%2'

1&23 102" 1%23

1( 3 1" % 1% &


79/391

132( 1$2' 1$23 '32(

132( 1"2" 1%21

1&2& 1$2' 1320 2"

1323 1"21 1(2% '

1(2$ 1(2" 132" 1' 321

1(2" 10 1%21

132" 1$ 1(2' '2" &

132( 102& 132% &2"

1&2& 102' 13 '2(

1&2" 102' 1%2%

1(21 102" 1(2%

1(2' '21 1(2$

1(21 1$20 1$21 &2$

1&2' 1021 13

1%2' ''23 132"

1&23 '21 1(2(

1(2" 1" 1$2'

132% 1"2' 1%2%

1( 1023 132' 12$

13 102' 132" 3

11 '2% -000

Te)perat*ra B*l+o

4recipitacion )).

Direccion

H*)e6o !c. 6el

$ 1& 10 $ 10


80/391

1&2" 1"21 1%21 '23

132' 1023 1$2( &20

1321 1$2' 1(2"

1( 1023 1%2'

132% 1$2' 1(2% 20

1'2' 1"2' 1321

1'2( 1"23 1$23 '2$

1'2% 1$2' 1( 21

132" 1"20 1$ &2'

1(2' 1023 1$23 120 2(

132' 1"2' 1(2"

132& 1" 1%2&

1( 132( 1(2( "21 12&


81/391


82/391


83/391

1 01 01 0% 0" 0

13 0" 0

1 0% 0" 0

13 0

1 0% 0" 0" 0% 0% 0% 0

% 01 01 01 01 03 0" 0

1 0" 0" 0


84/391

3 0% 5" 0' 0

1 0" 03 0

1 03 0" 0% 0

% 01 01 0" 0" 0

1 01 0

1 01 0

5


85/391


86/391

1 0" 2

1 090.2


87/391


88/391

00

0.20

0000000

00040

5.20

0-8881.3

00

1.6-875.7


89/391

000

9.1

000

4.66

4.70

000

8.10

-947.4


90/391

0003

00

0.439.7


91/391


92/391

000

0.3

01.7

10.40.1

00

1.8

8.10.1

06.8

012.4

0

1.90.20.80.6

03.21.3

14.4-934.9


93/391

4.90.4

20

2.80

6.60

0.20

3.8

3.70.20.11.70.30.40.2

115.5


94/391

0000

0000

0.2-960.4


95/391

0-980.4


96/391

0000

0000000

0000000

0000000

000


97/391

0000

00

-88800

5.70

0000000

0000

-882.3


98/391

0000

0000000

03.8

-989.9


99/391

000

0.4

6.838.5


100/391

6el


101/391

-998.31.46.4

0

1.116.42.30.1

04.82.2

3.60

4.72.40.9

02.6

0.40.80.25.7

06.94.21.2

-1925.9

0 1


102/391

0.10.11.40.2

80

0.28

8.70.47.7

26.51.20.4

65.8


103/391

0000

0.20.7

064.3


104/391


105/391

0000

4.5000000

0000

2.700

000000000

7.2

0


106/391

0000

0000000

0000000

00.3


107/391

0.1000

0000

10.400

10.8


108/391

0.60

16.1


109/391


110/391

10.36.31.60.3

02.20.13.10.72.6

11.6

17.412.40

0.9000

130.40

1.70

4.592.4


111/391

6.65.51.10.3

4.320.91.59.8

010.74.4

3.20.33.50.34.4

129.8


112/391

0.51.7

11.13.7

1.3120.2


113/391

6el


114/391

000

0000000

-888000000

00000000

-1776

0


115/391

000

0000

3.500

000000

4.3


116/391

000

000000


117/391

10.8


118/391

000

00.12.13.2

00

2.2

2.30000000

0.13.5

00.15.45.2

000

24.5


119/391

00.8

2

16.10

23.83.82.5

00

030.700000

1.740

127.9


120/391

3.900

0.90

2.70.13.22.4

0

09.471.8

Distancia de Estaciones a Cuenca


121/391

De la Estación: A la cuenca:

MILPO 17 Km

CHIQUIAN 30.8 Km JACAS GRAND 25 Km

JACAS CHICO 24.5 Km

CHA!IN 25.3 Km

DOS D MA"O#$%&'%() * +% m,(m% &*&%


122/391

2012 34.10 42.00 31.10 29.00 8.10 6.70 6.702013 18.60 33.40 39.00 35.40 12.80 7.70 19.402014 19 40 25 10 23 50 20 80 21 30 4 70 7 80


123/391

2014 19.40 25.10 23.50 20.80 21.30 4.70 7.802015 30.60 22.50 36.30 13.70 17.00 11.70 4.30

PROMEDIO '* +,,- +,,. '*/* '',* -. -.,

DES0 EST /./ ++ --* *'. 1,- ./* 1*/

Estacion DOS D MA"O - 004450Paameto PRCIPI/ACION PROMDIO MNSUAL


124/391

Paameto PRCIPI/ACION PROMDIO MNSUAL!uente SNAMHI

A"OS ENERO !E#RERO MAR$O A#RIL MA%O &UNIO &ULIO

198719881989199019911992199319941995

199619971998199920002001 30.00 29.00 18.30 30.00 8.30 0.00 8.002002 9.30 31.20 24.60 16.10 12.30 0.00 13.902003 22.80 24.10 16.30 5.90 12.10 10.30 12.002004 10.20 12.00 26.70 7.60 17.10 2.40 6.40

2005 9.90 16.20 21.50 7.80 1.30 0.00 0.702006 24.40 30.50 13.80 26.40 5.90 9.00 3.702007 18.80 12.10 19.10 21.10 8.50 1.20 3.902008 0.00 17.70 11.20 12.70 5.60 7.10 0.602009 15.30 17.50 16.90 15.90 9.30 3.90 4.102010 15.30 17.20 21.20 14.80 9.00 3.60 4.402011 19.70 20.40 18.60 15.60 16.20 1.50 4.302012 14.70 20.40 19.50 16.90 5.50 8.10 5.40

2013 13.20 26.80 23.00 13.80 13.10 3.80 12.902014 12.70 36.80 31.60 16.70 9.60 1.60 3.702015 23.80 16.50 15.60 12.60 18.00 1.90 3.10


125/391

2015 23.80 16.50 15.60 12.60 18.00 1.90 3.10

Estacion MILPO - 150902Paameto PRCIPI/ACION PROMDIO MNSUAL!uente SNAMHI

A"OS ENERO !E#RERO MAR$O A#RIL MA%O &UNIO &ULIO

1987198819891990

199119921993199419951996199719981999

20002001200220032004200520062007


126/391

MENSUAL

LATITUD 09 53 1S D t H


127/391

LATITUD :09 53 1S D2to H%*&LON3ITUD 76 30 1 Po4 "%,+&% ALTURA 3673 m(*m Dist J%&%( C',&

A3OSTO SEPTIEM#RE OCTU#RE NO0IEM#RE DICIEM#RE Pma5 en +,6

1.60 10.00 11.00 23.00 30.00 30.000.00 1.50 9.00 8.30 0.00 25.005.60 12.20 21.30 9.90 0.00 21.305.50 9.80 22.40 12.70 5.00 22.400.00 17.10 23.60 14.80 0.00 26.10

22.40 8.90 17.90 14.90 13.20 22.4016.80 9.90 28.00 23.80 26.90 28.00

0.00 3.40 15.40 19.70 23.30 26.000.00 14.40 9.90 18.00 15.30 25.108.50 15.00 15.50 24.00 11.00 33.00

11.20 12.50 11.20 13.00 24.50 28.803.90 8.80 17.40 23.40 21.50 41.508.30 12.10 18.80 26.00 14.30 35.50

36.40 8.00 14.30 19.20 18.60 36.407.60 12.00 14.00 22.40 22.00 30.105.20 16.60 18.80 19.80 17.00 24.20

15.50 15.80 8.20 22.00 24.00 27.5018.40 21.00 16.00 13.20 19.20 29.807.20 6.20 20.00 14.60 29.60 40.004.70 SD SD SD SD 38.003.90 9.00 32.10 17.30 29.20 32.107.10 22.90 12.60 19.40 39.00 39.009.80 12.20 17.90 25.20 47.30 47.301.20 14.50 36.90 25.40 25.40 36.902.60 11.50 18.90 17.10 30.10 30.10


128/391

LATITUD :09 42 S D2to H%*&LON3ITUD 76 46 Po4 D( M%


129/391

ALTURA 3613 m(*m Dist P%&'%(


0.000.000.000.000.000.000.000.000.00

0.000.000.000.00

31.00 31.007.80 18.30 29.20 17.50 23.80 30.000.80 10.30 24.90 15.30 21.30 31.20

10.90 5.80 9.30 12.20 17.10 24.107.80 9.20 23.00 25.70 28.00 28.00

2.30 9.60 11.30 9.20 24.60 24.608.00 14.50 17.60 20.50 14.10 30.503.50 9.00 9.70 16.80 0.00 21.101.10 5.10 18.00 13.50 19.70 19.709.70 24.50 11.60 17.40 28.90 28.903.30 7.70 18.30 40.90 24.80 40.900.80 8.40 23.10 14.70 21.30 23.10

14.40 7.20 11.30 19.20 32.60 32.60

17.60 16.10 15.80 26.30 40.00 40.002.20 18.50 19.80 19.10 21.10 36.801.60 4.40 9.60 24.60 24.60 24.60


130/391

LATITUD :09 53 S D2to ANCACHLON3ITUD 76 14 Po4 RCUA" ALTURA 4400 m(*m Dist CA/AC


0.000.000.000.00

0.000.000.000.000.000.000.000.000.00

0.000.000.000.000.000.000.000.00


131/391

A"OSESTACION DE&ACAS C8ICO

ESTACION DEPAC8AS

ESTACION DEMILPO


132/391

1987 30.001988 25.00

1989 21.301990 22.401991 26.101992 22.401993 28.001994 26.001995 25.10

1996 33.001997 28.801998 41.501999 35.502000 36.40 31.002001 30.10 30.002002 24.20 31.20

2003 27.50 24.102004 29.80 28.002005 40.00 24.602006 38.00 30.502007 32.10 21.102008 39.00 19.702009 47.30 28.90

2010 36.90 40.902011 30.10 23.10 63.00

&ACAS C8ICO PAC8AS MILPO

COMPLETACI9N % ETENSI9N DP%% + $&,m,*; COMPL/ACIN " /NSIN %;( ( (


133/391

METODOS ESTAD;STICOS

1. L:*% R&;% #R %?2. C?% @$**&,%+ #%0)> %)3. C?% L %?ln4. C?% P;*&,%+ #%0)> %

S B ;* * &*;% +% (,St varianza

Sr varianza residual

M*(%+? SE*%(: &m $&,m,*;(


134/391

' COMPLETACION % ETENSI9N DE DATOS DE LA ESTAC

n A"OPRECIPITACION (mm)

i


135/391

29 1987 .777 +/+- 27.26 27.39

28 1988 +177 +1*/ 25.87 25.62

27 1989 +'.7 +,*, 24.84 24.07

26 1990 ++,7 +1'1 25.15 24.5625 1991 +-'7 +-'* 26.18 26.04

24 1992 ++,7 +1'1 25.15 24.56

23 1993 +*77 +-/' 26.71 26.72

22 1994 +-77 +-'1 26.15 26.00

21 1995 +1'7 +17 25.90 25.66

20 1996 ..77 +*'7 28.10 28.31

19 1997 +**7 +-. 26.93 26.99

18 1998 ,'17 .7,/ 30.47 30.53

17 1999 .117 +*/ 28.79 29.02

16 2000 .-,7 +71 29.05 29.26

15 2001 .7'7 .777 3.40 3.40

14 2002 +,+7 .'+7 3.19 3.44

13 2003 +/17 +,'7 3.31 3.18

12 2004 +*7 +*77 3.39 3.33

11 2005 ,777 +,-7 3.69 3.20

10 2006 .*77 .717 3.64 3.42

9 2007 .+'7 +''7 3.47 3.05

8 2008 .77 '/7 3.66 2.98 % 0.278 % 9.680

7 2009 ,/.7 +*7 3.86 3.36 B 18.912 B -5.537

6 2010 .-7 ,77 3.61 3.71

5 2011 .7'7 +.'7 3.40 3.14

4 2012 ,+77 .+-7 3.74 3.48 B < 7+/*5 = '*'+ B < -*7ln(5) 11.

3 2013 .77 ,777 3.66 3.69

2 2014 11+7 .-*7 4.01 3.61

1 2015 .-.7 +,-7 3.59 3.20

&ACAS C8ICO (5i) MA%O (Bi)

TOTAL< 1,/17 ,.-'7 1.-. 17+7

+7/ A< 0.278 9.680

#< 18.912 -5.537

C<

R@+< 0 1181 0 1030


136/391

R +< 0.1181 0.1030

Si: 0AR (seie B econstituida) 0AR (seie e 6istóica)


E4aluado 2aa nuesto casoF tenemos:

0AR (seie B econstituida) : 0AR (seie e 6istóica)+// .1/-7.

Po lo tanto se utiliGaa 2aa la e5tensión de datos la Reesion LinealCON!IA#ILIDAD:

n< 29

< 0.118

tc< 2.473

H+< 0.0253L< 27

t< 2.052 ttc 6aB coelacion

+ COMPLETACION % ETENSI9N DE DATOS DE LA E

EleiKamos R@+ de 7'.1/ 2o se mas cecano a J'JF 2eo o>se4amos ue en los 4aloes 6allados2o ello eleimos R@+ de 7''*' ue es la RE3RESI9N LINEAL a6oa como CRITERIO DE CON!IA#ILI

2eci2itación 6allados son coectos o dic6o de ota manea si meoa o no la seie de datosF ealiGaDESPUS de la e5tensión de datosAsK es como seuiemos el 2ocedimiento dell Li>o: 8idoloKa EstadKstica de M5imo 0illon #eaF2esición de los datos estimadosF teniendo:

Los datos estima2o lo ue NO SE RECO

Los datos estimalo ue SE RECOMIEN


n A"OPRECIPITACION (mm)

i


137/391

29 1987 30.00 -7.7 50.63 51.29

28 1988 25.00 /,7, 49.18 49.74

27 1989 21.30 */+ 48.11 48.37

26 1990 22.40 *.7* 48.43 48.80

25 1991 26.10 /7-7 49.50 50.1024 1992 22.40 *.7* 48.43 48.80

23 1993 28.00 -1++ 50.05 50.70

22 1994 26.00 /7' 49.47 50.07

21 1995 25.10 /./' 49.21 49.77

20 1996 33.00 1,.1 51.50 52.10

19 1997 28.80 -.'- 50.28 50.94

18 1998 41.50 ,-** 53.96 54.05

17 1999 35.50 17/+ 52.22 52.72

16 2000 36.40 ,/7 52.49 52.9415 2001 30.10 -77/ 50.66 51.32

14 2002 24.20 /--* 48.95 49.46

13 2003 27.50 --1/ 49.91 50.55

12 2004 29.80 -7/1 50.57 51.23

11 2005 40.00 ,/+7 53.53 53.74

10 2006 38.00 ,*+* 52.95 53.30

9 2007 32.10 111 51.24 51.87

8 2008 39.00 ,/-, 53.24 53.53

7 2009 47.30 ,/, 55.65 55.17

6 2010 36.90 ,+' 52.63 53.05

5 2011 30.10 63.00 3.40 4.14 % -1.043 % -53.883

4 2012 42.00 53.60 3.74 3.98 B 104.792 B 260.923

3 2013 39.00 46.50 3.66 3.84

2 2014 55.20 63.10 4.01 4.14

1 2015 36.30 42.20 3.59 3.74 < '7,.5 ='7,/ B < 1.**.ln(5) = +-7

TOTAL< 202.60 268.40 18.41 19.85

53.68 A< 0.290 8.517

#< 41.934 22.323

C<

R@+< 0.0811 0.0398


138/391



E4aluado 2aa nuesto casoF tenemos:0AR (seie B econstituida) : 0AR (seie e 6istóica)

*** '7/7.

CON!IA#ILIDAD:

n< 27

< 0.683

tc< 4.675

H+< 0.025

3L< 25

t< 2.06 ttc 6aB coelacion

Eleimos R@+ de 7*7 ue es la RE3RESI9N POLINOMIALF a6oa como CRITERIO DE CON!IA#ILID2eci2itación 6allados son coectos o dic6o de ota manea si meoa o no la seie de datosF ealiGa

DESPUS de la e5tensión de datosAsK es como seuiemos el 2ocedimiento dell Li>o: 8idoloKa EstadKstica de M5imo 0illon #eaF2esición de los datos estimadosF teniendo:

Los datos estima2o lo ue NO SE RECO



Po lo tanto se utiliGaa 2aa la e5tensión de datos la ReesionPOL;NOMICA

DATOS


139/391


140/391

DE DOS DE MA%O (PAC8AS)

PLETACI9N % ETENSI9N DE DATOS !ALTANTES

RE3RESION POTENCIAL RE3RESION POLINOMICA RE3RESION EPONENCIAL


141/391

26.91 +/,+ 27

25.43 ,/// 26

24.20 1/1/ 25

24.58 +/., 2525.77 +/+. 26

24.58 +/., 25

26.34 +/+* 26

25.74 +/+. 26

25.46 +/+. 26

27.72 +//* 28

26.58 +/.. 26

29.77 +*, 30

28.36 +*+. 2828.58 +*,+ 28

% 9.35 %0.01 % 20.385

B 0.311 B-0.537 B 0.009

&34.118

B


142/391

TACI9N DE JMILPOJ

6aB datos NE3ATI0OS asK ue ueda descatadoAD 2aa sa>e si los 4aloes de los datos de

emos unas MEDIDAS DE CON!IA#ILIDAD ANTES %

n el cual se utiliGa la 0ARIAN$A 2aa medi la

os son MENOS 2ecisosIENDA la estimación

os son MAS 2ecisos 2oA la estimación 6ec6a


PLETACI9N % ETENSI9N DE DATOS !ALTANTES

RE3RESION POTENCIAL RE3RESION POLINOMICA RE3RESION EPONENCIAL

171- 60.30 49.97


143/391

,7, 74.04 48.59

,//, 87.29 47.60

,*', 83.08 47.89

,. 70.60 48.89,*', 83.08 47.89

,* 65.22 49.41

,.- 70.91 48.87

,7/ 73.71 48.62

1'.* 54.35 50.82

17++ 63.16 49.64

1.. 46.88 53.29

1+7' 50.72 51.53

1++. 49.70 51.79

171 60.07 50.00

,*// 76.68 48.38

,*. 66.57 49.28

171' 60.75 49.91

1.7- 47.20 52.84

1+-' 48.28 52.26

1'', 55.95 50.56

1+*, 47.64 52.55,1* 49.74 55.05

+.1 49.21 51.94

% 503.034 %0.281 % 89.952

B -0.582 B-25.392 B -0.010

&620.770

B


144/391

D 2aa sa>e si los 4aloes de los datos deemos unas MEDIDAS DE CON!IA#ILIDAD ANTES %

n el cual se utiliGa la 0ARIAN$A 2aa medi la

os son MENOS 2ecisosIENDA la estimación




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146/391


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20.00 25.00 30.00 35.00 40.00 45.00 50.000.00

5.00

10.00

15.00

20.00

25.00

30.00

35.00

40.00

45.00

#@) 20.3850724576 @$# 0.0090969746 @ )RT 0.1087006028

#@) 0.2783959922@ 18.9118796181RT 0.1181468635Q(5) < -/1,+1,+ ln(5) 11.-*.-'/-,R < 7'7.7+1--+-

#@) 0.0104448773@2 - 0.5366696103@ 34.1183339095RT 0.1356741312#@) 9.3502393067 @0.3108535321RT 0.091548698

PRECIPITACION ANUAL ESTACION CA%8UA%NA

PRECIPITACION ANUAL ESTACION AM#O

436.10 15.000 547.500 20885.99 C16168.83 547.500 20885.990 832744.90 F

627819.371 20885.990 832744.899 34670878.36 A


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149/391

268.40 5.000 202.600 8555.74 C

25.00 30.00 35.00 40.00 45.00 50.000.00

10.00

20.00

30.00

40.00

50.00

60.00

70.00

#@) 42.2539212663 @$# 0.00559127 @ )RT 0.0836392802

#@) 0.2898830214@ 41.9339399748RT 0.0810917847Q(5) < *1'/7--/+7. ln(5) = ++.++-1++7-R < 77./-/-+,

#@) 0.0958686601@2 - 8.0208868439@ 214.6408688789RT 0.6829673188

#@) 28.5781934678 @0.1677513684RT 0.0427701229

PRECIPITACION ANUAL ESTACION CA%8UA%NA

PRECIPITACION ANUAL ESTACION AM#O

10975.98 202.600 8555.740 376706.66 F470230.272 8555.740 376706.656 17266750.82 A


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151/391


152/391


153/391

23.8335667738 -1.2352143007 0.01531057-1.2352143007 0.0651474308 -0.00082065

0.015310566 -0.000820646 1.0516-005


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155/391

143.0042430746 -6.7607211275 0.07663871

55.00 60.00

C+m* D

@$**;,%+ #C+m* D)

L,*% #C+m* D)

L


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PRECIPITACION


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Estacion DOS D MA"O - 004450Paameto PRCIPI/ACION PROMDIO MNSUAL

!uente SNAMHI

A"OS ENERO !E#RERO MAR$O A#RIL MA%O

198719881989199019911992199319941995

199619971998199920002001 30.00 29.00 18.30 30.00 8.302002 9.30 31.20 24.60 16.10 12.30

2003 22.80 24.10 16.30 5.90 12.102004 10 20 12 00 26 70 7 60 17 10

198919901991


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19911992

1993199419951996199719981999

2000200120022003200420052006

20072008200920102011 27.00 35.80 34.40 18.60 4.402012 33.90 53.60 36.10 51.11 10.802013 23.10 42.40 46.50 40.80 22.20

2014 63.10 58.10 47.50 29.90 22.202015 42.20 25.20 24.80 13.40 18.60

OMPLETADA B ETENDIDA ANUALMENTE (mm)


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LATITUD 09 42 SLON3ITUD 76 46

ALTURA 3613 m(*m

&UNIO &ULIO A3OSTO EPTIEM#R OCTU#RE NO0IEM#RE

0.00 8.00 7.80 18.30 29.20 17.500.00 13.90 0.80 10.30 24.90 15.30

10.30 12.00 10.90 5.80 9.30 12.202 40 6 40 7 80 9 20 23 00 25 70


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2.40 6.40 4.40 26.40 21.70 29.0018.20 3.00 2.70 36.20 16.90 35.809.80 8.80 6.20 20.70 38.90 29.80

9.80 9.70 4.90 12.00 19.00 19.2014.00 SD 6.10 8.30 14.00 13.20


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D2to H%*&Po4 D( M%

Dist P%&'%(

DICIEM#RE

+/+- 2.27+1*/ 2.16+,*, 2.07+1'1 2.10+-'* 2.18+1'1 2.10+-/' 2.23+-'1 2.18+17 2.16

+*'7 2.34+-. 2.24.7,/ 2.54+*/ 2.40+71 2.42

23.80 30.00 2.5021.30 31.20 2.60

17.10 24.10 2.0128 00 28 00 2 33

Pma5 +,6anual

PROMEDIOANUAL

*/+ 7.27*.7* 6.92/7 -7 5 88


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/7-7 5.88*.7* 6.92

-1++ 5.43/7' 5.91/./' 6.141,.1 4.53-.'- 5.26,-** 3.9117/+ 4.23

,/7 4.14-77/ 5.01/--* 6.39--1/ 5.55-7/1 5.06,/+7 3.93,*+* 4.02

111 4.66,/-, 3.97,/, 4.14,+' 4.10

63.00 63.00 5.2542.20 53.60 4.4745.30 46.50 3.88

31.85 63.10 5.26SD 42.20 3.52

ANALISIS DE CONSISTENCIA DE LOS DATOS DEEl anlisis de consistencia de la inQomaciónF es el 2oceso ue consiste en la id6omoeneidad e inconsistencia de una seie de tiem2o 6idolóica

Antes de utiliGa la seie 6istóica 2aa el modelamientoF es necesaio eQectua e


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El anlisis de consistencia de la inQomación 6idolóica se ealiGa mediante los7' Anlisis 0isual 3co7+ Anlisis de Do>le Masa (ADM)7. Anlisis EstadKstico

A"O0ALORES DE PRECIPITACION ANUAL

PROMEDIO DE LAS . ESTACIONES

&ACAS C8ICO DOS DE MA%O MILPO MEDIAA"O ACUMMES1987 30.00 27.26 60.30 39.19 39.191988 25.00 25.87 74.04 41.64 80.821989 21.30 24.84 87.29 44.48 125.301990 22.40 25.15 83.08 43.54 168.841991 26.10 26.18 70.60 40.96 209.801992 22.40 25.15 83.08 43.54 253.341993 28.00 26.71 65.22 39.97 293.321994 26.00 26.15 70.91 41.02 334.341995 25.10 25.90 73.71 41.57 375.911996 33.00 28.10 54.35 38.48 414.391997 28.80 26.93 63.16 39.63 454.021998 41.50 30.47 46.88 39.62 493.641999 35.50 28.79 50.72 38.34 531.972000 36.40 29.05 49.70 38.38 570.362001 30.10 30.00 60.07 40.06 610.41

Antes de utiliGa la seie 6istóica 2aa el modelamientoF es necesaio eQectua eo>tene una seie cona>leF es deciF 6omonea B consistente

A continuación se muesta una ta>la de datos de 2eci2itación ( Ba ta>aadas) lcoes2ondiente:

2002 24.20 31.20 76.68 44.03 654.442003 27.50 24.10 66.57 39.39 693.832004 29.80 28.00 60.75 39.52 733.352005 40.00 24.60 47.20 37.27 770.612006 38 00 30 50 48 28 38 93

Documents

Completacio y Extension de Datos Hidrologicos