Modelo Lutz Scholz Benjamin Hiber

40
DATOS DE LA MICROCUENCA PARCCORA Precipitación Media Anual: P 1089.2 mm Evaporación Total Anual: ETP 1229.9 mm Area de la cuenca: 11.05 Km2 Altitud Media de la Microcuenca: H 4293.2 msnm Pendiente Media de la Microcuenca 0.1459 m/m Temperatura Media Anual: T 10.3 °C ESTACION: HUANTA DISTRITO CODIGO: 26 PROVINCIA: HUANTA MES-AÑO: 2001-2008 DEPARTAMENTO: AYACUCHO AÑO Ene Feb Mar Abr May Jun Jul 1953 152.7 218.8 169.8 190.6 104.4 24 2.2 1954 259.7 51.3 82.2 233.8 171 0 0 1955 156.1 233.6 94.8 149.6 0 0 0 1956 148.8 219 85.9 0 127.7 0 0 1957 94.8 82.2 170.9 122.9 68.1 0 0 1958 71.1 174.7 100.8 167.4 41.6 0 0 1959 84.5 226.4 193.8 96.3 200.6 19.3 0 1960 152.4 106.6 111.9 192.4 100.8 0 0 1961 263.4 140.6 231.6 213.2 75.5 0.9 0 1962 189.5 207.2 222.7 156.9 48.3 0 0 1963 190.8 187.2 247.8 264.6 14.2 0 0 1964 156.1 137.7 220.5 148.2 56.3 97.1 4.5 1965 150.3 162 225.7 50.3 56.3 0 17.9 1966 89.6 198.3 100.8 106.6 106.2 0 0 1967 126.7 258.1 262.6 113.3 23.9 6.1 15.7 1968 139.9 94.8 213.2 61.5 21.6 0 0 1969 102.2 115.6 111.9 140.7 3.7 0 0 1970 198 127.2 207 178 94.2 26.2 0 1971 37.4 194.4 256.8 79.5 35.5 18.3 0 1972 125.4 79.5 333.3 117.3 56.2 0 12.9 1973 155.3 169.4 167.5 160.3 55.7 34.3 0 1974 165.1 101.6 140.6 119.2 0 0 0 1975 222.5 177.3 315.5 81.9 62.9 0 0 1976 251.2 149.8 92.9 96.2 0 75.9 18.3 1977 91.7 415.2 158.9 110.2 75.8 40.9 0 1978 146.1 204.2 45.9 60.1 51.4 0.3 12.2 1979 53.8 172.4 248.7 75.9 34.3 0 12.9 1980 155.8 105.7 204.8 55.1 36.6 3.1 0 1981 203 249.5 156.9 43.6 0 4.9 0 1982 69.1 235.4 180.3 122.2 56.9 6.8 12.9 1983 48.3 121 220.1 107.6 42.8 0 0 1984 119.9 242.9 183.6 147.9 83.4 35.1 37.9 1985 119.4 171.4 180.9 58.7 122.6 0 0

description

ejemplo

Transcript of Modelo Lutz Scholz Benjamin Hiber

DATOS DE LA MICROCUENCA PARCCORAPrecipitación Media Anual: P 1089.2 mmEvaporación Total Anual: ETP 1229.9 mmArea de la cuenca: 11.05 Km2Altitud Media de la Microcuenca: H 4293.2 msnmPendiente Media de la Microcuenca 0.1459 m/mTemperatura Media Anual: T 10.3 °C

ESTACION: HUANTA DISTRITO ALTITUD :2620 msnmCODIGO: 26 PROVINCIA: HUANTA LATITUD: 13º56'00"

MES-AÑO: 2001-2008 DEPARTAMENTO: AYACUCHO LONGITUD: 74º15'00"AÑO Ene Feb Mar Abr May Jun Jul Ago

1953 152.7 218.8 169.8 190.6 104.4 24 2.2 21954 259.7 51.3 82.2 233.8 171 0 0 01955 156.1 233.6 94.8 149.6 0 0 0 01956 148.8 219 85.9 0 127.7 0 0 11.31957 94.8 82.2 170.9 122.9 68.1 0 0 01958 71.1 174.7 100.8 167.4 41.6 0 0 01959 84.5 226.4 193.8 96.3 200.6 19.3 0 01960 152.4 106.6 111.9 192.4 100.8 0 0 9.11961 263.4 140.6 231.6 213.2 75.5 0.9 0 01962 189.5 207.2 222.7 156.9 48.3 0 0 01963 190.8 187.2 247.8 264.6 14.2 0 0 01964 156.1 137.7 220.5 148.2 56.3 97.1 4.5 28.31965 150.3 162 225.7 50.3 56.3 0 17.9 01966 89.6 198.3 100.8 106.6 106.2 0 0 01967 126.7 258.1 262.6 113.3 23.9 6.1 15.7 16.41968 139.9 94.8 213.2 61.5 21.6 0 0 26.11969 102.2 115.6 111.9 140.7 3.7 0 0 20.21970 198 127.2 207 178 94.2 26.2 0 18.91971 37.4 194.4 256.8 79.5 35.5 18.3 0 34.21972 125.4 79.5 333.3 117.3 56.2 0 12.9 3.11973 155.3 169.4 167.5 160.3 55.7 34.3 0 29.31974 165.1 101.6 140.6 119.2 0 0 0 01975 222.5 177.3 315.5 81.9 62.9 0 0 44.71976 251.2 149.8 92.9 96.2 0 75.9 18.3 01977 91.7 415.2 158.9 110.2 75.8 40.9 0 14.11978 146.1 204.2 45.9 60.1 51.4 0.3 12.2 4.31979 53.8 172.4 248.7 75.9 34.3 0 12.9 01980 155.8 105.7 204.8 55.1 36.6 3.1 0 271981 203 249.5 156.9 43.6 0 4.9 0 661982 69.1 235.4 180.3 122.2 56.9 6.8 12.9 4.31983 48.3 121 220.1 107.6 42.8 0 0 6.71984 119.9 242.9 183.6 147.9 83.4 35.1 37.9 01985 119.4 171.4 180.9 58.7 122.6 0 0 21.4

1986 109.4 200 159.5 70 89.9 0 0 1.91987 198.7 251.2 166.3 34.9 83.81 5.6 11 2.51988 183.2 313.8 132.7 168.7 132.71 29.3 0 5.61989 71.5 225.6 233.5 137.6 124.7 1.2 3.1 17.11990 180.3 87.4 122.9 59.9 12.2 96 0 01991 95.4 0 316.1 0 167.6 28.1 17.7 1.21992 79.5 89.9 67.9 78.8 3.7 68.5 4.9 23.91993 163.4 112.1 364.5 263.5 86.3 15.9 12.9 331994 213.1 197.4 237.7 282.4 0 0 0 01995 135.1 168.3 154 160.7 25.7 4 0.3 1.11996 217.1 206.6 219 88.2 60.3 0.9 0.2 1.11997 145.1 148 148.7 139.4 185.6 1.1 0.1 0.71998 158.2 172.9 154.5 111.9 31.3 14.5 0.3 40.21999 240 218.7 315 175.3 108.9 9.4 0.2 0.22000 157.3 214.7 179.8 149 45.4 1.2 1 1.32001 181.3 177.1 189.1 176.3 113.4 9.5 5.5 15.92002 142.8 218.8 187.1 120.2 10.7 0.7 0.4 0.82003 162.7 188.7 129.2 83.3 11.5 9.1 0.2 3.92004 88.4 214 132.9 103.1 46.2 1.2 0 0.32005 178.6 199.5 228.5 146.1 48.8 0.1 0.1 3.42006 128.1 204.3 160.2 26 5.2 1.4 0.1 6.7

Max 263.4 415.2 364.5 282.4 200.6 97.1 37.9 66Media 146.66 176.67 184.07 122.17 63.38 12.79 3.80 10.15Min 37.4 0 45.9 0 0 0 0 0D. Estandar 53.90298 67.53 69.19862 62.5321 50.3297 23.1163 7.3234 14.2505Suma 7919.8 9540 9939.7 6597.3 3422.42 690.9 205.4 548.2

ALTITUD :2620 msnmLATITUD: 13º56'00" HISTOGRAMA

LONGITUD: 74º15'00" MesesSep Oct Nov Dic Total Oct

56.1 109.6 150.1 148.2 1328.5 1328.5 Nov0 78.5 86.7 174.7 1137.9 Dic

32.7 94.8 32.7 135.4 929.7 Ene16.4 9.1 10.5 0 628.7 Feb

111.1 122.9 2.5 115.5 890.9 Mar28.9 148.8 15.7 91.2 840.2 Abr62.3 126.5 60.1 250.1 1319.9 May37.9 130.3 97.8 71.1 1010.3 Jun45.3 20.9 190.2 165.8 1347.4 Jul17.9 79.4 67.4 0 989.3 Ago

0 140.7 113.9 187.2 1346.4 Sep4.7 108.1 127.5 40 1129.0

70.4 154.1 98.5 215.2 1200.751.2 156.9 88.9 88.1 986.635.7 189.3 87.3 74.9 1210.077.9 145.8 60.8 74.9 916.519.6 67.3 138.8 226.2 946.2

77 89.9 107.7 120.2 1244.316.5 114.4 34.3 186.3 1007.638.5 79.5 64.8 104.6 1015.166.1 140.8 146.1 186.5 1311.344.1 75.2 36.1 105.8 787.736.1 128.5 65.4 117.6 1252.426.2 20.8 0 0 731.352.6 75.2 138 155.3 1327.9

306.2 82.5 123.8 127.8 1164.863.6 32.4 56.3 104 854.3

7.9 149.8 90 74.5 910.344.6 94.2 160.9 176.6 1200.2

0 59.9 248.9 131.4 1128.177.6 26.2 56.3 251.2 957.853.8 85.4 90 106.3 1186.2

144.3 30.6 107.2 118.7 1075.2

31.8 121 0 122.3 905.80 113.7 113.1 30 1010.8

6.2 86.3 50.7 72.2 1181.414.7 97.8 92.3 0 1019.161.8 162.6 95.4 152.8 1031.331.2 73.4 0 67.3 798.036.1 83.8 80.1 28.2 645.380.7 203 204.2 287.5 1827.0

0 0 0 0 930.6130.5 25.9 64.5 74.8 944.9

1.6 147.1 24.3 260.4 1226.826.9 111.5 58.3 155.4 1120.845.1 97.5 68.2 37.9 932.578.4 75.1 73.3 37.7 1332.2

138.4 82.6 67.8 292.2 1330.776.5 104.3 62 349.1 1460.0

141.1 120.3 127.9 228.7 1299.554.4 114.2 30.9 6 794.1

157.9 113.6 45.3 266.9 1169.877.2 127.3 16.2 405.3 1431.1

228.9 74.5 64.5 213.5 1113.4306.2 203 248.9 405.3 1827 Oct Nov58.20 98.22 79.52 133.58 1089.22 98.22 79.52

0 0 0 0 628.7 9% 7%57.2704 44.3874 53.2203 92.718089 223.408771

3142.6 5303.8 4294.2 7213.5 58817.82

54.905650.579747.418544.423640.596940.264135.106325.955423.126919.300118.301915.639812.4785

11.8139.81645

5.15784.991423.66037

HISTOGRAMAMedia %98.22 9.02 9 379.52 7.30 7 7

133.58 12.26 12 8146.66 13.46 13 16176.67 16.22 16 16184.07 16.90 17 20122.17 11.22 11 1863.38 5.82 6 812.79 1.17 1 33.80 0.35 1 2

10.15 0.93 1 258.20 5.34 5 2

99 105

Oct Nov Dic Ene Feb Mar Abr May Jun Jul Ago Sep0

2

4

6

8

10

12

14

16

18

97

12 13

16 17

11

6

1 1 1

5

Oct Nov Dic Ene Feb Mar Abr May Jun Jul Ago Sep0%

2%

4%

6%

8%

10%

12%

14%

16%

18%

9%

7%

12%

13%

16%17%

11%

6%

1%0%

1%

5%

Dic Ene Feb Mar Abr May Jun Jul133.58 146.66 176.67 184.07 122.17 63.38 12.79 3.80

12% 13% 16% 17% 11% 6% 1% 0%

Oct Nov Dic Ene Feb Mar Abr May Jun Jul Ago Sep0

2

4

6

8

10

12

14

16

18

97

12 13

16 17

11

6

1 1 1

5

Oct Nov Dic Ene Feb Mar Abr May Jun Jul Ago Sep0%

2%

4%

6%

8%

10%

12%

14%

16%

18%

9%

7%

12%

13%

16%17%

11%

6%

1%0%

1%

5%

Ago Sep10.15 58.20 1089.22

1% 5% 100%

GENERACION DE DESCARGAS EN LA MICROCUENCA PARCCORA

Cuadro N° 6.1: Precipitación Efectivasegún el Bureao of Reclamation

P P. Efectiva: PE (mm)mm Curva I Curva II Curva III

0.0 0.0 0.0 0.010.0 0.0 1.0 2.020.0 0.0 2.0 4.030.0 0.0 3.0 6.040.0 0.5 4.0 8.050.0 1.0 6.0 11.060.0 1.5 8.0 14.070.0 3.0 10.0 18.080.0 4.0 14.0 24.090.0 5.5 18.0 30.0

100.0 8.0 23.0 39.0110.0 11.0 29.0 48.0120.0 15.0 36.0 58.0130.0 19.0 43.0 68.0140.0 24.0 52.0 78.0150.0 30.0 60.0 88.0160.0 37.0 69.0 98.0170.0 45.0 79.0 108.0180.0 55.0 89.0 118.0

0.15 0.3 0.45

Cuadro N° 6.2: Cálculo del Coeficiente de Escorrentía

Método de la Misión Alemana Método de L - Turc

Precipitación Media Anual: P 1089.2 mm Temperatura Media Anual: T 5.4Evaporación Total Anual: ETP 1370.6 mm Coeficiente de Temperatura: L 442.9

Déficit de Escurrimiento: D 413.2

Coeficiente de Escorrentía: C 0.16 Coeficiente de Escorrentía: C 0.62

Cuadro N° 6.4: Coeficientes deCuadro N° 6.3: Características Generales de la Microcuenca Cálculo - Precipitación Efectiva

Area de la cuenca: A 1.92 Km2 Coef. Curva I Curva IIAltitud Media de la Microcuenca: H 4538.7 msnm -0.047000 -0.106500

Pendiente Media de la Microcuenca 0.0185 m/m 0.009400 0.147700

Precipitación Media Anual: P 1089.2 mm -0.000500 -0.002900

Evaporación Total Anual: ETP 1370.6 mm 0.000020 0.000050

Temperatura Media Anual: T 5.4 °C -5.00E-08 -2.00E-07

Déficit de Escurrimiento: D 413.2 mm/año 2.00E-10 2.00E-10

Coeficiente de Escorrentía: C 0.62

Coeficiente de Agotamiento: a 0.0284 El rango de aplicación de los Relación de Caudales (30 días): bo 0.427 coeficientes de la ecuación Area de lagunas y acuíferos 0.2125 Km2 Polinómica de la PE está

a0

a1

a2

a3

a4

a5

0.0 20.0 40.0 60.0 80.0 100.0 120.0 140.0 160.0 180.00.0

20.0

40.0

60.0

80.0

100.0

120.0

140.0

f(x) = 0.00000000141338 x⁵ − 0.000000867403 x⁴ + 0.000174853 x³ − 0.0100743 x² + 0.37952 x − 0.417724

Figura 6.1: Porción de Precipitación Efectiva Según Bureao Of Reclamation

Curva I Curva IICurva III Polynomial (Curva III)

Precipitación Mensual (mm)

Prec

ipita

ción

Efe

ctiv

a (m

m)

Gasto Mensual de Retención: R 90.0 mm/año comprendida para 0 < P < 250 mm

CUADRO N° 6.5: GENERACION DE CAUDALES MEDIOS MENSUALES PARA EL AÑO PROMEDIO

PRECIPITACION MENSUAL CONTRIBUCION DE LA RETENCION CAUDALES N° P Efectiva Gasto Abastecimiento GENERADOS

MES días del Total PE II PE III PE bi Gi ai Aimes mm/mes mm/mes mm/mes mm/mes mm/mes mm/mes mm/mes

1 2 3 4 5 6 7 8 9 10 11Enero 30 146.66 37.9 120.4 109.1 0.000 0.0 0.09 8.1 101.0Febrero 28 176.67 50.8 149.6 136.0 0.000 0.0 0.07 6.6 129.5Marzo 31 184.07 53.3 152.7 139.1 0.000 0.0 0.12 11.0 128.0Abril 30 122.17 26.7 86.6 78.4 0.427 51.7 0.13 12.1 118.0Mayo 31 63.4 7.3 20.5 18.7 0.182 22.1 0.16 40.8Junio 30 12.8 1.4 3.2 2.9 0.078 9.4 0.17 12.4Julio 31 3.8 0.4 0.9 0.8 0.033 4.0 0.11 4.9Agosto 31 10.2 1.1 2.6 2.4 0.014 1.7 0.06 4.1Setiem. 30 58.2 6.4 17.2 15.7 0.006 0.7 0.01 16.5Octubre 31 98.2 17.0 54.3 49.2 0.003 0.3 0.00 0.3 49.2Noviem. 30 79.5 11.1 33.7 30.6 0.000 0.0 0.01 0.8 29.7Diciem. 31 133.6 31.9 102.7 93.0 0.000 0.0 0.05 4.8 88.2

AÑO 1089.22 245.4 744.3 676.0 0.744 90.0 1.000 43.8 722.2

Coeficientes 0.62 0.137 0.863 1.000Fuente: Elaboración propia

CUADRO N° 6.6: CALCULO DE LOS COEFICIENTES DE CORRELACION PARA EL AÑO PROMEDIOY X

Qt Qt-1 PE Resultado de la regresión101.0 88.2 109.1129.5 101.0 136.0 Resumen128.0 129.5 139.1118.0 128.0 78.4 Estadísticas de la regresión

40.8 118.0 18.7 Coeficiente de correlación múltiple 0.95471412.4 40.8 2.9 Coeficiente de determinación R^2 0.9114794.9 12.4 0.8 R^2 ajustado 0.8918074.1 4.9 2.4 Error típico 9.177942

16.5 4.1 15.7 Observaciones 1249.2 16.5 49.229.7 49.2 30.6 ANÁLISIS DE VARIANZA

88.2 29.7 93.0

F

Regresión 2 7806.06 3903 46.33524 1.83E-05Residuos 9 758.112 84.2346Total 11 8564.17

CoeficientesError típicoEstadístico tProbabilidadInferior 95%Intercepción 3.1311 4.25396 0.73604 0.480447 -6.49203Variable X 1 0.38694 0.1153 3.35602 0.008442 0.126119

Grados de

libertad

Suma de

cuadrados

Promedio de los cuadrad

os

Valor crítico de

F

F55
USUARIO: Valor entre 50 y 100
D79
USUARIO: debe ser un numero positivo entre cero y uno
E79
USUARIO: debe ser un numero positivo entre cero y uno

Variable X 2 0.54094 0.08942 6.04938 0.000191 0.338658

Resumen

Estadísticas de la regresiónCoeficiente d 0.98197Coeficiente 0.96426R^2 ajustad 0.95631Error típico 10.3603Observacion 12

ANÁLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosF Valor crítico de F

Regresión 2 26060 13030 121.3934 3.09E-07Residuos 9 966.027 107.336Total 11 27026

CoeficientesError típicoEstadístico tProbabilidadInferior 95%bo Intercepción 2.45491 4.97999 0.49296 0.633848 -8.81061b1 Variable X 1 0.25032 0.08158 3.06826 0.013392 0.065765b2 Variable X 2 0.75733 0.07687 9.85209 4.05E-06 0.583439

°C

mm/año

Cuencas con agotamiento rápido. Retención entre 50 y 80 mm/año y vegetación poco desarrollada (puna):

Cuadro N° 6.4: Coeficientes deCálculo - Precipitación Efectiva

Curva III-0.417700 HISTOGRAMA

0.379500 Meses Media %-0.010100 Sep 25.75 2.92 30.000200 Oct 56.67 6.42 7-9.00E-07 Nov 68.12 7.72 81.00E-09 Dic 140.79 15.95 16

Ene 137.04 15.52 16Feb 167.83 19.01 20Mar 152.98 17.33 18Abr 66.90 7.58 8

0.0 20.0 40.0 60.0 80.0 100.0 120.0 140.0 160.0 180.00.0

20.0

40.0

60.0

80.0

100.0

120.0

140.0

f(x) = 0.00000000141338 x⁵ − 0.000000867403 x⁴ + 0.000174853 x³ − 0.0100743 x² + 0.37952 x − 0.417724

Figura 6.1: Porción de Precipitación Efectiva Según Bureao Of Reclamation

Curva I Curva IICurva III Polynomial (Curva III)

Precipitación Mensual (mm)

Prec

ipita

ción

Efe

ctiv

a (m

m)

Oct Nov Dic Ene Feb Mar Abr May Jun Jul Ago Sep0

2

4

6

8

10

12

14

16

18

97

12 1316 17

11

6

1 1 1

5

D = P 1

(0 . 9+P2

L2 )(12 )

(4 )L=300+25 (T )+0 . 05(T )3 (4a )

C =P−DP

(3 )

a =−0 . 00252 (LnAR )+0 .030 (12. 2)

comprendida para 0 < P < 250 mm May 19.56 2.22 3Jun 15.31 1.73 2Jul 16.43 1.86 2

Ago 15.40 1.74 2CAUDALES GENERADOS Ajuste de Precipitación efectiva hasta obtener la escorentia historica anual (mm)

N = 73m3/s Ejemplo del método de Chow12 mes PP (mm) Pe (mm)

0.07 Enero 146.7 73.70.10 Febrero 176.7 990.09 Marzo 184.1 105.40.09 Abril 122.2 54.20.03 Mayo 63.4 14.40.01 Junio 12.8 0.40.00 Julio 3.8 2.80.00 Agosto 10.2 0.90.01 Setiem. 58.2 11.60.04 Octubre 98.2 36.40.02 Noviem. 79.5 23.80.06 Diciem. 133.6 63.1

485.70.04

Superior 95%Inferior 95.0%Superior 95.0%12.75423 -6.49202512 12.75422510.647759 0.12611877 0.64775939

Oct Nov Dic Ene Feb Mar Abr May Jun Jul Ago Sep0

2

4

6

8

10

12

14

16

18

97

12 1316 17

11

6

1 1 1

5

0.743227 0.33865793 0.74322721

Valor crítico de F

Superior 95%Inferior 95.0%Superior 95.0%13.72043 -8.81060679 13.72042960.434876 0.06576489 0.434875750.931224 0.58343947 0.93122423

ALMACENAMIENTO HIDRICO DURANTE LE EPOCA DE LLUVIAS (VALORES EN %)

Oct Nov Dic Ene Feb Mar Abr May Jun Jul Ago Sep0

2

4

6

8

10

12

14

16

18

97

12 1316 17

11

6

1 1 1

5

Ajuste de Precipitación efectiva hasta obtener la escorentia historica anual (mm)

Oct Nov Dic Ene Feb Mar Abr May Jun Jul Ago Sep0

2

4

6

8

10

12

14

16

18

97

12 1316 17

11

6

1 1 1

5

ESTACION: HUANTA DISTRITO ALTITUD :2620 msnmCODIGO: 26 PROVINCIA: HUANTA LATITUD: 13º56'00"MES-AÑO: 2001-2008 DEPARTAMENTO: AYACUCHO LONGITUD: 74º15'00"AÑO Ene Feb Mar Abr May Jun Jul Ago

1953 152.7 218.8 169.8 190.6 104.4 24 2.2 21954 259.7 51.3 82.2 233.8 171 0 0 01955 156.1 233.6 94.8 149.6 0 0 0 01956 148.8 219 85.9 0 127.7 0 0 11.31957 94.8 82.2 170.9 122.9 68.1 0 0 01958 71.1 174.7 100.8 167.4 41.6 0 0 01959 84.5 226.4 193.8 96.3 200.6 19.3 0 01960 152.4 106.6 111.9 192.4 100.8 0 0 9.11961 263.4 140.6 231.6 213.2 75.5 0.9 0 01962 189.5 207.2 222.7 156.9 48.3 0 0 01963 190.8 187.2 247.8 264.6 14.2 0 0 01964 156.1 137.7 220.5 148.2 56.3 97.1 4.5 28.31965 150.3 162 225.7 50.3 56.3 0 17.9 01966 89.6 198.3 100.8 106.6 106.2 0 0 01967 126.7 258.1 262.6 113.3 23.9 6.1 15.7 16.41968 139.9 94.8 213.2 61.5 21.6 0 0 26.11969 102.2 115.6 111.9 140.7 3.7 0 0 20.21970 198 127.2 207 178 94.2 26.2 0 18.91971 37.4 194.4 256.8 79.5 35.5 18.3 0 34.21972 125.4 79.5 333.3 117.3 56.2 0 12.9 3.11973 155.3 169.4 167.5 160.3 55.7 34.3 0 29.31974 165.1 101.6 140.6 119.2 0 0 0 01975 222.5 177.3 315.5 81.9 62.9 0 0 44.71976 251.2 149.8 92.9 96.2 0 75.9 18.3 01977 91.7 415.2 158.9 110.2 75.8 40.9 0 14.11978 146.1 204.2 45.9 60.1 51.4 0.3 12.2 4.31979 53.8 172.4 248.7 75.9 34.3 0 12.9 01980 155.8 105.7 204.8 55.1 36.6 3.1 0 271981 203 249.5 156.9 43.6 0 4.9 0 661982 69.1 235.4 180.3 122.2 56.9 6.8 12.9 4.31983 48.3 121 220.1 107.6 42.8 0 0 6.71984 119.9 242.9 183.6 147.9 83.4 35.1 37.9 01985 119.4 171.4 180.9 58.7 122.6 0 0 21.41986 109.4 200 159.5 70 89.9 0 0 1.91987 198.7 251.2 166.3 34.9 83.81 5.6 11 2.51988 183.2 313.8 132.7 168.7 132.71 29.3 0 5.61989 71.5 225.6 233.5 137.6 124.7 1.2 3.1 17.11990 180.3 87.4 122.9 59.9 12.2 96 0 01991 95.4 0 316.1 0 167.6 28.1 17.7 1.21992 79.5 89.9 67.9 78.8 3.7 68.5 4.9 23.91993 163.4 112.1 364.5 263.5 86.3 15.9 12.9 331994 213.1 197.4 237.7 282.4 0 0 0 01995 135.1 168.3 154 160.7 25.7 4 0.3 1.1

1996 217.1 206.6 219 88.2 60.3 0.9 0.2 1.11997 145.1 148 148.7 139.4 185.6 1.1 0.1 0.71998 158.2 172.9 154.5 111.9 31.3 14.5 0.3 40.21999 240 218.7 315 175.3 108.9 9.4 0.2 0.22000 157.3 214.7 179.8 149 45.4 1.2 1 1.32001 181.3 177.1 189.1 176.3 113.4 9.5 5.5 15.92002 142.8 218.8 187.1 120.2 10.7 0.7 0.4 0.82003 162.7 188.7 129.2 83.3 11.5 9.1 0.2 3.92004 88.4 214 132.9 103.1 46.2 1.2 0 0.32005 178.6 199.5 228.5 146.1 48.8 0.1 0.1 3.42006 128.1 204.3 160.2 26 5.2 1.4 0.1 6.7

NUMEROS ALEATORIOS GENERADOS CON DISTRIBUCION NORMAL PERIODO: 1991 - 2008

AÑO Ene Feb Mar Abr May Jun Jul Ago1953 0.12205 0.04364 0.031761 0.128 0.28646 0.11573 0.82871 0.479581954 0.35554 0.77042 0.44763 0.29737 0.13335 0.63378 0.93869 0.568631955 0.96756 0.80486 0.757439 0.36033 0.92921 0.65684 0.05145 0.397571956 0.46556 0.61781 0.348703 0.055 0.92683 0.7678 0.16252 0.617281957 0.92529 0.79129 0.801356 0.83474 0.46647 0.86584 0.31342 0.476491958 0.49222 0.99047 0.474727 0.70357 0.60165 0.68971 0.07536 0.485471959 0.43613 0.40071 0.03366 0.58985 0.24483 0.03318 0.12323 0.737871960 0.67776 0.99613 0.637338 0.55184 0.60353 0.17498 0.26867 0.13941961 0.0286 0.07817 0.827912 0.93888 0.2795 0.07918 0.50844 0.832231962 0.08472 0.26436 0.625342 0.20141 0.80727 0.2404 0.67303 0.056851963 0.21116 0.61768 0.472375 0.14575 0.17199 0.74714 0.39388 0.133821964 0.99661 0.98642 0.213412 0.24897 0.00209 0.25718 0.80503 0.767581965 0.51999 0.63691 0.673428 0.73076 0.17884 0.30656 0.63393 0.366881966 0.14592 0.63053 0.342212 0.23997 0.28404 0.93244 0.75297 0.281361967 0.42344 0.91987 0.676325 0.44773 0.89029 0.94482 0.13263 0.010741968 0.81121 0.10977 0.494052 0.38908 0.33558 0.7515 0.78504 0.662261969 0.74144 0.80491 0.533845 0.33638 0.04483 0.66894 0.6175 0.409841970 0.16687 0.36825 0.431031 0.50154 0.97134 0.12014 0.99878 0.970641971 0.8597 0.86109 0.596313 0.47838 0.02134 0.5747 0.43648 0.037611972 0.622 0.05025 0.789665 0.25927 0.63686 0.46527 0.35437 0.250311973 0.43479 0.76957 0.925811 0.5119 0.09091 0.19176 0.41184 0.791991974 0.06897 0.02728 0.289366 0.09311 0.4912 0.95676 0.22578 0.163051975 0.9637 0.19747 0.263971 0.40324 0.57 0.61892 0.68676 0.542861976 0.05724 0.01373 0.908693 0.07952 0.40988 0.26652 0.46468 0.802651977 0.86103 0.44076 0.088751 0.05708 0.08692 0.05651 0.22947 0.206291978 0.51597 0.92552 0.256686 0.7452 0.31174 0.19197 0.03571 0.386841979 0.34951 0.59695 0.680657 0.82955 0.05744 0.96605 0.52629 0.808461980 0.88156 0.98846 0.311307 0.71395 0.7149 0.98584 0.81965 0.374371981 0.549 0.19202 0.084748 0.76936 0.84759 0.59451 0.87296 0.811791982 0.16409 0.35434 0.334504 0.06865 0.84967 0.61468 0.47924 0.052281983 0.94293 0.51065 0.602445 0.09019 0.91596 0.96794 0.95884 0.371281984 0.3773 0.97789 0.903809 0.46933 0.06378 0.84724 0.98422 0.81815

1985 0.05865 0.63906 0.725436 0.74303 0.12341 0.94534 0.00524 0.195851986 0.02553 0.37705 0.812731 0.77426 0.78638 0.50656 0.22855 0.207461987 0.12271 0.58682 0.762322 0.20397 0.39515 0.59238 0.36927 0.297071988 0.23483 0.68642 0.719596 0.52874 0.14475 0.19602 0.11874 0.987961989 0.68819 0.00485 0.152391 0.42097 0.1835 0.28794 0.17191 0.614131990 0.37059 0.39999 0.524457 0.30957 0.96179 0.62632 0.29524 0.475441991 0.42729 0.29923 0.341578 0.8863 0.12622 0.1964 0.58553 0.69541992 0.92354 0.5416 0.257066 0.48716 0.71212 0.14837 0.98505 0.881031993 0.3272 0.28915 0.221838 0.37451 0.14112 0.89163 0.79539 0.355251994 0.48036 0.39431 0.871444 0.78772 0.58768 0.29557 0.53587 0.692671995 0.67369 0.91852 0.09415 0.79909 0.49312 0.81714 0.73724 0.36871996 0.55716 0.19077 0.355247 0.99993 0.46621 0.48646 0.74451 0.890991997 0.93194 0.37863 0.667038 0.53889 0.11784 0.58314 0.3867 0.825281998 0.19988 0.59908 0.921288 0.88817 0.21089 0.0834 0.88091 0.478181999 0.19723 0.32618 0.382685 0.26969 0.11099 0.18266 0.82342 0.590862000 0.87954 0.60506 0.526646 0.56926 0.22805 0.20141 0.66555 0.53182001 0.71307 0.66461 0.085541 0.28826 0.39799 0.38118 0.37372 0.019232002 0.14104 0.6732 0.097817 0.84113 0.56968 0.08408 0.16078 0.332772003 0.19412 0.05888 0.176441 0.58549 0.58167 0.02662 0.81766 0.602412004 0.19135 0.61138 0.631169 0.72582 0.41734 0.99138 0.96723 0.19422005 0.48922 0.48316 0.061771 0.23612 0.79861 0.58631 0.39282 0.154412006 0.05177 0.74771 0.723163 0.30438 0.49822 0.10181 0.4927 0.77504

DESCARGAS MEDIAS MENSUALES GENERADAS (mm) - CUENCA INTEGRALPERIODO: 1991 - 2008

Coeficientes de Regresión Múltiple: b1 2.45491 b2S 10.3603 R^2

Modelo Matemático: Qt = b1 + b2*Qt-1 + b3*PEt + Z*S*(1 - R^2)^0.5

AÑO Ene Feb Mar Abr May Jun Jul AgoProm. 100.98 129.47 128.04 117.99 40.76 12.37 4.85 4.121953 84.4 126.8 104.8 113.1 62.3 18.5 11.6 9.21954 154.1 49.1 35.1 125.2 105.3 33.8 16.5 11.41955 87.8 139.4 64.7 77.1 27.3 14.3 9.7 9.31956 74.7 125.7 55.9 20.1 53.8 21.1 11.7 7.21957 32.5 31.7 83.3 66.5 33.0 16.1 10.7 9.71958 29.4 85.6 53.9 86.5 28.8 14.7 9.9 9.51959 31.8 119.5 118.7 60.0 108.8 29.8 13.7 11.01960 97.1 61.0 54.2 102.6 58.4 21.0 11.9 6.61961 143.5 90.6 138.7 138.5 53.9 19.3 11.9 10.81962 109.4 125.6 141.0 100.4 34.7 15.2 11.3 9.01963 90.3 108.3 153.6 175.9 47.0 19.4 11.7 9.21964 91.3 77.7 126.6 91.5 33.5 38.3 15.8 8.71965 66.9 86.1 133.2 43.4 21.8 12.1 6.9 8.51966 54.9 106.8 58.9 49.8 47.4 19.9 12.6 9.8

1967 56.0 148.6 174.4 83.0 25.4 12.4 5.9 4.01968 63.6 44.4 113.9 41.9 13.7 11.1 10.5 6.91969 40.5 51.5 51.6 68.3 21.8 12.9 10.6 6.01970 123.4 78.2 118.0 108.9 57.3 17.4 12.5 7.71971 20.2 96.0 157.1 60.8 19.6 8.6 9.1 6.51972 69.0 37.9 197.1 90.5 34.6 15.7 7.5 7.21973 74.5 93.1 96.7 92.2 33.6 12.9 10.1 7.51974 96.0 55.9 69.2 59.3 21.9 13.6 9.9 8.81975 119.6 108.2 200.8 72.8 32.6 15.5 11.4 10.71976 139.9 95.3 53.0 42.4 17.5 23.8 9.4 10.11977 30.8 253.8 129.7 69.2 36.2 14.8 10.2 5.61978 79.2 117.5 37.0 22.9 15.2 10.1 5.4 6.61979 26.2 82.5 148.2 57.7 18.7 12.8 7.1 9.51980 75.4 55.1 110.5 39.3 16.0 10.9 10.5 6.41981 103.4 153.0 103.2 33.9 16.3 9.6 10.3 18.81982 40.3 127.7 112.5 71.8 30.6 12.8 7.0 6.31983 30.3 51.5 120.6 65.6 24.6 14.3 11.7 7.51984 75.9 143.2 119.8 90.0 45.0 17.4 11.4 10.61985 52.9 88.7 103.9 39.1 53.8 21.5 11.4 5.81986 49.3 106.0 94.7 41.5 37.7 16.6 10.7 8.41987 104.4 155.2 111.2 32.5 31.6 13.3 7.1 7.51988 86.2 195.0 100.1 98.5 74.7 22.4 11.9 9.21989 23.9 116.1 145.0 89.9 67.8 23.2 11.0 6.51990 84.7 46.5 56.7 26.8 11.6 33.1 14.9 10.81991 48.3 18.8 179.0 52.7 85.0 24.8 9.9 9.51992 27.2 33.6 24.2 27.3 13.0 19.1 11.2 7.41993 72.3 56.4 222.9 193.0 72.4 22.6 10.1 7.21994 149.0 129.2 152.7 189.5 54.7 20.4 12.3 10.61995 55.0 87.7 85.1 90.2 26.5 13.0 10.7 9.01996 111.5 125.6 137.9 61.5 28.5 13.8 11.0 10.21997 94.6 83.6 81.9 75.5 102.4 32.5 14.9 11.21998 83.5 97.1 89.5 61.8 19.5 7.7 9.7 8.91999 123.7 137.1 207.9 129.2 68.4 20.7 12.9 10.52000 70.1 121.6 111.1 88.7 29.6 13.4 10.4 9.22001 123.2 110.0 113.3 106.2 65.9 20.5 10.1 5.12002 107.5 133.9 118.0 73.6 22.7 11.6 9.1 8.72003 101.4 110.8 75.8 42.6 14.8 7.1 9.5 8.32004 27.8 110.5 78.9 54.0 21.6 13.1 11.4 9.12005 115.9 122.6 142.9 94.3 33.3 15.5 10.7 7.72006 108.0 124.3 99.5 28.4 12.4 8.7 9.2 7.8MAX. 154.1 253.8 222.9 193.0 108.8 38.3 16.5 18.8MED. 78.4 100.7 110.5 76.3 39.7 17.3 10.7 8.6MIN. 20.2 18.8 24.2 20.1 11.6 7.1 5.4 4.0

D.EST 35.5 42.3 45.1 38.8 24.3 6.8 2.2 2.2

DESCARGAS MEDIAS MENSUALES GENERADAS (m3/s) - CUENCA INTEGRAL

PERIODO: 1991 - 2008

Area de la cuenca: 1.92 Km2

AÑO Ene Feb Mar Abr May Jun Jul Ago30 28 31 30 31 30 31 31

1953 0.06 0.10 0.08 0.08 0.04 0.01 0.01 0.011954 0.11 0.04 0.03 0.09 0.08 0.03 0.01 0.011955 0.07 0.11 0.05 0.06 0.02 0.01 0.01 0.011956 0.06 0.10 0.04 0.01 0.04 0.02 0.01 0.011957 0.02 0.03 0.06 0.05 0.02 0.01 0.01 0.011958 0.02 0.07 0.04 0.06 0.02 0.01 0.01 0.011959 0.02 0.09 0.09 0.04 0.08 0.02 0.01 0.011960 0.07 0.05 0.04 0.08 0.04 0.02 0.01 0.001961 0.11 0.07 0.10 0.10 0.04 0.01 0.01 0.011962 0.08 0.10 0.10 0.07 0.02 0.01 0.01 0.011963 0.07 0.09 0.11 0.13 0.03 0.01 0.01 0.011964 0.07 0.06 0.09 0.07 0.02 0.03 0.01 0.011965 0.05 0.07 0.10 0.03 0.02 0.01 0.00 0.011966 0.04 0.08 0.04 0.04 0.03 0.01 0.01 0.011967 0.04 0.12 0.13 0.06 0.02 0.01 0.00 0.001968 0.05 0.04 0.08 0.03 0.01 0.01 0.01 0.001969 0.03 0.04 0.04 0.05 0.02 0.01 0.01 0.001970 0.09 0.06 0.08 0.08 0.04 0.01 0.01 0.011971 0.01 0.08 0.11 0.05 0.01 0.01 0.01 0.001972 0.05 0.03 0.14 0.07 0.02 0.01 0.01 0.011973 0.06 0.07 0.07 0.07 0.02 0.01 0.01 0.011974 0.07 0.04 0.05 0.04 0.02 0.01 0.01 0.011975 0.09 0.09 0.14 0.05 0.02 0.01 0.01 0.011976 0.10 0.08 0.04 0.03 0.01 0.02 0.01 0.011977 0.02 0.20 0.09 0.05 0.03 0.01 0.01 0.001978 0.06 0.09 0.03 0.02 0.01 0.01 0.00 0.001979 0.02 0.07 0.11 0.04 0.01 0.01 0.01 0.011980 0.06 0.04 0.08 0.03 0.01 0.01 0.01 0.001981 0.08 0.12 0.07 0.03 0.01 0.01 0.01 0.011982 0.03 0.10 0.08 0.05 0.02 0.01 0.01 0.001983 0.02 0.04 0.09 0.05 0.02 0.01 0.01 0.011984 0.06 0.11 0.09 0.07 0.03 0.01 0.01 0.011985 0.04 0.07 0.07 0.03 0.04 0.02 0.01 0.001986 0.04 0.08 0.07 0.03 0.03 0.01 0.01 0.011987 0.08 0.12 0.08 0.02 0.02 0.01 0.01 0.011988 0.06 0.15 0.07 0.07 0.05 0.02 0.01 0.011989 0.02 0.09 0.10 0.07 0.05 0.02 0.01 0.001990 0.06 0.04 0.04 0.02 0.01 0.02 0.01 0.011991 0.04 0.01 0.13 0.04 0.06 0.02 0.01 0.011992 0.02 0.03 0.02 0.02 0.01 0.01 0.01 0.011993 0.05 0.04 0.16 0.14 0.05 0.02 0.01 0.011994 0.11 0.10 0.11 0.14 0.04 0.02 0.01 0.01

1995 0.04 0.07 0.06 0.07 0.02 0.01 0.01 0.011996 0.08 0.10 0.10 0.05 0.02 0.01 0.01 0.011997 0.07 0.07 0.06 0.06 0.07 0.02 0.01 0.011998 0.06 0.08 0.06 0.05 0.01 0.01 0.01 0.011999 0.09 0.11 0.15 0.10 0.05 0.02 0.01 0.012000 0.05 0.10 0.08 0.07 0.02 0.01 0.01 0.012001 0.09 0.09 0.08 0.08 0.05 0.02 0.01 0.002002 0.08 0.11 0.08 0.05 0.02 0.01 0.01 0.012003 0.08 0.09 0.05 0.03 0.01 0.01 0.01 0.012004 0.02 0.09 0.06 0.04 0.02 0.01 0.01 0.012005 0.09 0.10 0.10 0.07 0.02 0.01 0.01 0.012006 0.08 0.10 0.07 0.02 0.01 0.01 0.01 0.01

MAX. 0.114 0.201 0.160 0.143 0.078 0.028 0.012 0.013MED. 0.058 0.080 0.079 0.056 0.028 0.013 0.008 0.006MIN. 0.015 0.015 0.017 0.015 0.008 0.005 0.004 0.003

D.EST 0.027 0.034 0.033 0.029 0.018 0.005 0.002 0.002

Ene Feb Mar Abr May Jun Jul Ago Sep Oct Nov Dic0.000

0.010

0.020

0.030

0.040

0.050

0.060

0.070

0.080

0.090Chart Title

ALTITUD :2620 msnmLATITUD: 13º56'00"LONGITUD: 74º15'00" n= 73

Sep Oct Nov Dic Total AÑO Ene Feb Mar Abr56.1 109.6 150.1 148.2 1328.5 1953 78.7 136.1 93.1 111.1

0 78.5 86.7 174.7 1137.9 1954 173.3 8.4 25.6 149.6

32.7 94.8 32.7 135.4 929.7 1955 81.5 149.5 34 76.1

16.4 9.1 10.5 0 628.7 1956 75.5 136.3 28 4.7

111.1 122.9 2.5 115.5 890.9 1957 34 25.6 94 54.7

28.9 148.8 15.7 91.2 840.2 1958 18.7 97.3 38.2 91.1

62.3 126.5 60.1 250.1 1319.9 1959 27 142.9 113.9 35

37.9 130.3 97.8 71.1 1010.3 1960 78.5 42.4 46.3 112.7

45.3 20.9 190.2 165.8 1347.4 1961 176.7 68.8 147.6 131.1

17.9 79.4 67.4 0 989.3 1962 110.1 125.7 139.6 82.2

0 140.7 113.9 187.2 1346.4 1963 111.3 108.1 162.4 177.8

4.7 108.1 127.5 40 1129.0 1964 81.5 66.4 137.6 75

70.4 154.1 98.5 215.2 1200.7 1965 76.7 86.5 142.3 7.9

51.2 156.9 88.9 88.1 986.6 1966 30.4 117.8 38.2 42.4

35.7 189.3 87.3 74.9 1210.0 1967 57.7 171.8 176 47.4

77.9 145.8 60.8 74.9 916.5 1968 68.2 34 131.1 13.3

19.6 67.3 138.8 226.2 946.2 1969 39.2 49.1 46.3 68.9

77 89.9 107.7 120.2 1244.3 1970 117.6 58.1 125.5 100.1

16.5 114.4 34.3 186.3 1007.6 1971 3.1 114.4 170.7 23.8

38.5 79.5 64.8 104.6 1015.1 1972 56.7 23.8 242.2 50.4

66.1 140.8 146.1 186.5 1311.3 1973 80.9 92.8 91.1 85

44.1 75.2 36.1 105.8 787.7 1974 89.1 38.8 68.8 51.9

36.1 128.5 65.4 117.6 1252.4 1975 139.4 99.5 225.4 25.4

26.2 20.8 0 0 731.3 1976 165.5 76.3 32.7 35

52.6 75.2 138 155.3 1327.9 1977 31.9 320.5 83.9 45.1

306.2 82.5 123.8 127.8 1164.8 1978 73.3 123.1 6.1 12.6

63.6 32.4 56.3 104 854.3 1979 9.5 95.3 163.2 21.6

7.9 149.8 90 74.5 910.3 1980 81.3 41.8 123.6 10.1

44.6 94.2 160.9 176.6 1200.2 1981 122 164 82.2 5.2

0 59.9 248.9 131.4 1128.1 1982 17.5 151.1 102.1 54.2

77.6 26.2 56.3 251.2 957.8 1983 7.1 53.3 137.3 43.2

53.8 85.4 90 106.3 1186.2 1984 52.4 157.9 105 74.7

144.3 30.6 107.2 118.7 1075.2 1985 52 94.5 102.6 11.9

31.8 121 0 122.3 905.8 1986 44.5 119.3 84.4 18.1

0 113.7 113.1 30 1010.81 1987 118.2 165.5 90.1 2.4

6.2 86.3 50.7 72.2 1181.41 1988 104.6 223.8 62.4 92.2

14.7 97.8 92.3 0 1019.1 1989 18.9 142.2 149.4 66.3

61.8 162.6 95.4 152.8 1031.3 1990 102.1 29 54.7 12.5

31.2 73.4 0 67.3 798 1991 34.4 4.7 225.9 4.7

36.1 83.8 80.1 28.2 645.3 1992 23.8 30.6 16.9 23.4

80.7 203 204.2 287.5 1827 1993 87.7 46.5 271.8 176.8

0 0 0 0 930.6 1994 131 117 153.2 194.3

130.5 25.9 64.5 74.8 944.9 1995 64.3 91.8 79.8 85.4

1.6 147.1 24.3 260.4 1226.8 1996 134.6 125.2 136.3 29.5

26.9 111.5 58.3 155.4 1120.8 1997 72.4 74.8 75.4 67.8

45.1 97.5 68.2 37.9 932.5 1998 83.3 95.7 80.2 46.3

78.4 75.1 73.3 37.7 1332.2 1999 155.3 136 224.9 97.8

138.4 82.6 67.8 292.2 1330.7 2000 82.5 132.4 101.7 75.6

76.5 104.3 62 349.1 1460 2001 103 99.4 109.8 98.7

141.1 120.3 127.9 228.7 1299.5 2002 70.6 136.1 108 52.6

54.4 114.2 30.9 6 794.1 2003 87.1 109.4 59.7 26.3

157.9 113.6 45.3 266.9 1169.8 2004 29.6 131.8 62.6 39.9

77.2 127.3 16.2 405.3 1431.1 2005 100.6 118.9 144.8 73.3

228.9 74.5 64.5 213.5 1113.4 2006 58.8 123.1 85 0.5

NUMEROS ALEATORIOS GENERADOS CON DISTRIBUCION NORMAL

Sep Oct Nov Dic Total0.83803 0.46787 0.20058 0.71236 0.84248

0.7008 0.22584 0.71168 0.89331 0.026410.28626 0.0928 0.96428 0.57858 0.072740.52569 0.49018 0.38539 0.89954 0.0957

0.1319 0.78452 0.82779 0.88687 0.721870.88061 0.84474 0.6574 0.28168 0.706870.75084 0.29785 0.52963 0.64996 0.655840.99187 0.21659 0.54572 0.42375 0.749290.29599 0.73768 0.87385 0.16684 0.781220.76781 0.98032 0.41676 0.38408 0.882270.39208 0.6635 0.49154 0.84771 0.526210.51034 0.20482 0.45603 0.61582 0.788210.38158 0.03357 0.91705 0.37749 0.409370.52839 0.0905 0.99304 0.02157 0.652910.08017 0.55313 0.74218 0.33363 0.090610.73832 0.42804 0.57069 0.60306 0.203060.99078 0.91268 0.60469 0.29555 0.574310.33926 0.12289 0.96391 0.21409 0.318950.90879 0.80346 0.01581 0.72001 0.356780.38973 0.53014 0.95211 0.17008 0.223930.72148 0.61586 0.2939 0.50244 0.419990.95446 0.94524 0.86708 0.42768 0.402810.21365 0.37874 0.12043 0.0529 0.778570.90109 0.86697 0.27907 0.51978 0.719970.02947 0.68142 0.28672 0.81638 0.381980.60101 0.31529 0.45235 0.34747 0.609290.50998 0.97252 0.15425 0.60898 0.132320.22663 0.54002 0.33581 0.37095 0.35870.16285 0.81117 0.68751 0.05516 0.587190.43022 0.61578 0.09453 0.01058 0.668360.96683 0.10527 0.97423 0.02101 0.49820.26636 0.10888 0.07852 0.53683 0.25853

0.37977 0.57091 0.79048 0.23534 0.213040.46959 0.50654 0.42214 0.12336 0.147380.28859 0.76773 0.69575 0.03634 0.138770.32669 0.99675 0.15703 0.59688 0.148550.96797 0.00997 0.09793 0.84051 0.440780.70924 0.13136 0.77145 0.54694 0.805140.46982 0.86847 0.82204 0.24692 0.759190.10853 0.84397 0.60388 0.28553 0.890750.33655 0.89487 0.321 0.44148 0.703120.98149 0.60244 0.54907 0.44969 0.570.74035 0.42294 0.09776 0.35101 0.259680.92093 0.84454 0.75602 0.76733 0.577640.06303 0.60674 0.95471 0.27108 0.560410.55351 0.13345 0.2224 0.97958 0.294350.95706 0.41563 0.18354 0.93634 0.090970.52541 0.1577 0.89416 0.73918 0.215850.54521 0.81412 0.30836 0.8334 0.429940.16768 0.52411 0.81503 0.90949 0.01340.54809 0.06944 0.82374 0.90842 0.117180.35148 0.74882 0.66681 0.1067 0.011210.18123 0.44814 0.10458 0.62938 0.69180.13861 0.92706 0.14604 0.9953 0.92927

DESCARGAS MEDIAS MENSUALES GENERADAS (mm) - CUENCA INTEGRAL

0.25032 b3 0.757330.95631

Qt = b1 + b2*Qt-1 + b3*PEt + Z*S*(1 - R^2)^0.5

Sep Oct Nov Dic Total16.47 49.20 29.73 88.24 722.2

14.6 40.9 71.1 78.6 735.810.4 23.1 31.4 85.9 681.26.8 30.1 13.4 56.0 535.95.5 5.7 5.3 9.3 395.9

39.9 55.6 20.7 46.7 446.67.5 63.3 19.8 31.9 440.8

17.3 51.0 25.9 134.9 722.48.7 50.9 43.7 28.5 544.5

10.2 6.6 89.8 93.2 807.16.4 24.2 22.0 12.3 611.49.2 58.4 54.3 99.8 837.07.6 37.8 57.0 21.0 606.9

19.3 67.9 49.1 116.2 631.512.3 68.0 44.3 35.9 520.6

5.6 88.3 48.0 31.1 682.823.0 64.4 29.7 27.1 450.36.1 18.5 59.4 126.1 473.3

22.0 31.4 45.1 54.0 676.06.1 42.2 14.7 89.0 530.07.7 23.5 21.8 39.3 551.8

17.9 60.4 73.7 103.4 676.210.8 23.3 12.2 38.1 419.07.6 49.9 27.0 47.7 704.07.3 6.2 8.2 9.2 422.2

10.7 22.7 59.3 80.3 723.4169.5 65.0 61.7 63.0 653.216.9 10.1 13.4 37.8 440.95.6 62.8 42.2 29.5 464.3

11.7 32.6 76.9 96.7 666.58.5 15.4 130.3 81.6 644.8

23.6 9.0 14.9 131.6 505.012.9 26.8 32.6 43.7 629.359.1 19.5 41.5 52.4 549.66.8 45.6 18.3 48.4 484.08.5 42.4 50.3 16.0 580.06.9 27.7 15.9 22.4 670.96.3 31.4 35.0 16.6 572.7

16.9 72.9 48.4 75.4 498.76.9 21.3 13.1 18.8 488.16.6 26.1 28.6 10.9 235.2

23.6 102.7 122.1 184.8 1090.110.8 10.0 9.7 9.4 758.352.3 16.8 18.2 23.6 488.19.9 62.9 20.1 140.9 733.85.9 40.1 23.4 70.2 636.1

10.3 32.5 23.9 13.0 457.624.6 25.5 24.4 13.0 798.056.6 36.5 26.3 164.7 738.421.6 40.4 23.5 204.9 844.957.4 57.9 63.1 130.0 793.613.1 42.3 15.9 9.9 451.568.4 57.2 22.6 144.7 619.321.7 52.9 16.0 243.3 876.9114.7 48.8 26.4 110.6 698.9169.5 102.7 130.3 243.3 1090.121.4 39.8 37.1 68.6 609.25.5 5.7 5.3 9.2 235.2

28.5 21.5 26.3 54.8 151.5

DESCARGAS MEDIAS MENSUALES GENERADAS (m3/s) - CUENCA INTEGRAL

Sep Oct Nov Dic Total30 31 30 31 (m3/s)

0.01 0.03 0.05 0.06 0.50.01 0.02 0.02 0.06 0.50.01 0.02 0.01 0.04 0.40.00 0.00 0.00 0.01 0.30.03 0.04 0.02 0.03 0.30.01 0.05 0.01 0.02 0.30.01 0.04 0.02 0.10 0.50.01 0.04 0.03 0.02 0.40.01 0.00 0.07 0.07 0.60.00 0.02 0.02 0.01 0.50.01 0.04 0.04 0.07 0.60.01 0.03 0.04 0.02 0.40.01 0.05 0.04 0.08 0.50.01 0.05 0.03 0.03 0.40.00 0.06 0.04 0.02 0.50.02 0.05 0.02 0.02 0.30.00 0.01 0.04 0.09 0.30.02 0.02 0.03 0.04 0.50.00 0.03 0.01 0.06 0.40.01 0.02 0.02 0.03 0.40.01 0.04 0.05 0.07 0.50.01 0.02 0.01 0.03 0.30.01 0.04 0.02 0.03 0.50.01 0.00 0.01 0.01 0.30.01 0.02 0.04 0.06 0.50.13 0.05 0.05 0.05 0.50.01 0.01 0.01 0.03 0.30.00 0.05 0.03 0.02 0.30.01 0.02 0.06 0.07 0.50.01 0.01 0.10 0.06 0.50.02 0.01 0.01 0.09 0.40.01 0.02 0.02 0.03 0.50.04 0.01 0.03 0.04 0.40.01 0.03 0.01 0.03 0.40.01 0.03 0.04 0.01 0.40.01 0.02 0.01 0.02 0.50.00 0.02 0.03 0.01 0.40.01 0.05 0.04 0.05 0.40.01 0.02 0.01 0.01 0.40.00 0.02 0.02 0.01 0.20.02 0.07 0.09 0.13 0.80.01 0.01 0.01 0.01 0.6

0.04 0.01 0.01 0.02 0.40.01 0.05 0.01 0.10 0.50.00 0.03 0.02 0.05 0.50.01 0.02 0.02 0.01 0.30.02 0.02 0.02 0.01 0.60.04 0.03 0.02 0.12 0.50.02 0.03 0.02 0.15 0.60.04 0.04 0.05 0.09 0.60.01 0.03 0.01 0.01 0.30.05 0.04 0.02 0.10 0.50.02 0.04 0.01 0.17 0.60.08 0.04 0.02 0.08 0.5

0.126 0.074 0.096 0.174 0.7960.016 0.029 0.028 0.049 0.4500.004 0.004 0.004 0.007 0.1740.021 0.016 0.020 0.040 0.111

Ene Feb Mar Abr May Jun Jul Ago Sep Oct Nov Dic0.000

0.010

0.020

0.030

0.040

0.050

0.060

0.070

0.080

0.090Chart Title

May Jun Jul Ago Sep Oct Nov Dic Total40.8 0.3 3.6 3.7 10.6 44.6 76.5 75 674.1

94.1 4.7 4.7 4.7 4.7 23.2 28.5 97.3 618.8

4.7 4.7 4.7 4.7 1.8 34 1.8 64.6 462.1

58.5 4.7 4.7 0.6 0.1 1.1 0.8 4.7 319.7

17 4.7 4.7 4.7 45.8 54.7 3.4 49.1 392.4

4.5 4.7 4.7 4.7 1 75.5 0.1 31.5 372.0

119.9 0 4.7 4.7 13.8 57.5 12.6 164.5 696.5

38.2 4.7 4.7 1.1 3.2 60.5 36.1 18.7 447.1

21.3 4.2 4.7 4.7 5.8 0 110.7 89.7 765.3

7.1 4.7 4.7 4.7 0 23.8 16.6 4.7 523.9

0.2 4.7 4.7 4.7 4.7 68.9 47.8 108.1 803.4

10.7 35.6 2.6 0.9 2.5 43.5 58.3 3.9 518.5

10.7 4.7 0 4.7 18.3 79.9 36.6 132.9 601.2

42.1 4.7 4.7 4.7 8.3 82.2 30 29.4 434.9

0.3 2 0.1 0.1 2.6 109.9 28.9 21 617.8

0.1 4.7 4.7 0.5 22.8 73 13 21 386.4

2.9 4.7 4.7 0 0 16.5 67.3 142.8 442.4

33.6 0.5 4.7 0 22.3 30.6 43.2 52.6 588.8

2.5 0 4.7 2.2 0.1 48.2 2.2 107.3 479.2

10.7 4.7 0.4 3.1 3.4 23.8 15.1 41 475.3

10.4 2.2 4.7 1.1 15.8 68.9 73.3 107.5 633.7

4.7 4.7 4.7 4.7 5.4 21.2 2.7 41.8 338.5

14.1 4.7 4.7 5.6 2.7 59.1 15.5 50.7 646.8

4.7 21.6 0 4.7 0.5 0 4.7 4.7 350.4

21.5 4.2 4.7 0.2 8.9 21.2 66.7 80.9 689.7

8.4 4.5 0.5 2.6 216.6 25.7 55.4 58.6 587.4

2.2 4.7 0.4 4.7 14.5 1.7 10.7 40.5 369.0

2.8 3.1 4.7 0.7 1.4 76.3 30.7 20.7 397.2

4.7 2.4 4.7 15.8 5.6 33.6 85.6 98.9 624.7

11 1.8 0.4 2.6 4.7 12.5 163.4 61.4 582.7

4.9 4.7 4.7 1.8 22.6 0.5 10.7 165.5 456.3

26.3 2.4 3.2 4.7 9.5 27.6 30.7 42.2 536.6

54.5 4.7 4.7 0.1 71.8 1.3 42.9 51.5 492.5

30.6 4.7 4.7 3.7 1.6 53.3 4.7 54.3 423.9

26.6 2.2 0.7 3.4 4.7 47.7 47.2 1.2 509.9

62.4 1.1 4.7 2.2 1.9 28.2 8.1 19.4 611.0

56.1 4.1 3.1 0 0.2 36.1 32.3 4.7 513.4

0.5 34.8 4.7 4.7 13.5 87 34.4 78.8 456.7

91.2 0.8 0 4.1 1.4 20.1 4.7 16.5 408.5

2.9 17.2 2.4 0.3 2.7 26.6 24.2 0.9 171.9

28.2 0.1 0.4 1.9 24.6 122 123.1 199.1 1082.2

4.7 4.7 4.7 4.7 4.7 4.7 4.7 4.7 633.1

0.5 2.8 4.5 4.1 60.7 0.5 15 20.9 430.3

12.7 4.2 4.6 4.1 3.8 74.1 0.3 174 703.4

106.7 4.1 4.6 4.3 0.6 46 11.7 80.9 549.3

1.5 0.2 4.5 4 5.8 35.9 17 3.2 377.6

44.1 1 4.6 4.6 23.1 21.1 20 3.2 735.7

5.9 4.1 4.2 4 67 25.8 16.8 203.5 723.5

47.5 1 2.2 0.1 22 40.7 13.6 257.2 795.2

0.8 4.3 4.5 4.3 69.2 52.7 58.6 145 706.7

0.6 1.1 4.6 2.8 9.8 48.1 1.4 2 352.9

6.2 4.1 4.7 4.5 83 47.6 5.8 180 599.8

7.3 4.6 4.6 3 22.4 58.2 0.1 310.9 848.7

2.3 3.9 4.6 1.8 145.2 20.7 15 131.3 592.2

AÑO ENE FEB MAR1953 152.7 218.8 169.81954 259.7 51.3 82.21955 156.1 233.6 94.81956 148.8 219.0 85.91957 94.8 82.2 170.91958 71.1 174.7 100.81959 84.5 226.4 193.81960 152.4 106.6 111.91961 263.4 140.6 231.61962 189.5 207.2 222.71963 190.8 187.2 247.81964 156.1 137.7 220.51965 150.3 162.0 225.71966 89.6 198.3 100.81967 126.7 258.1 262.61968 139.9 94.8 213.21969 102.2 115.6 111.91970 198.0 127.2 207.01971 37.4 194.4 256.81972 125.4 79.5 333.31973 155.3 169.4 167.51974 165.1 101.6 140.61975 222.5 177.3 315.51976 251.2 149.8 92.91977 91.7 415.2 158.91978 146.1 204.2 45.91979 53.8 172.4 248.71980 155.8 105.7 204.81981 203.0 249.5 156.91982 69.1 235.4 180.31983 48.3 121.0 220.11984 119.9 242.9 183.61985 119.4 171.4 180.91986 109.4 200.0 159.51987 198.7 251.2 166.31988 183.2 313.8 132.71989 71.5 225.6 233.51990 180.3 87.4 122.91991 95.4 0.0 316.11992 79.5 89.9 67.91993 163.4 112.1 364.51994 213.1 197.4 237.71995 135.1 168.3 154.01996 217.1 206.6 219.01997 145.1 148.0 148.71998 158.2 172.9 154.51999 240.0 218.7 315.02000 157.3 214.7 179.82001 181.3 177.1 189.12002 142.8 218.8 187.12003 162.7 188.7 129.22004 88.4 214.0 132.92005 178.6 199.5 228.52006 128.1 204.3 160.2

MEDIA 146.7 176.7 184.1

D.EST. 53.9 67.5 69.2MAX. 263.4 415.2 364.5MIN. 37.4 0.0 45.9

ABR MAY JUN JUL AGO SEP OCT NOV190.6 104.4 24.0 2.2 2.0 56.1 109.6 150.1233.8 171.0 0.0 0.0 0.0 0.0 78.5 86.7149.6 0.0 0.0 0.0 0.0 32.7 94.8 32.7

0.0 127.7 0.0 0.0 11.3 16.4 9.1 10.5122.9 68.1 0.0 0.0 0.0 111.1 122.9 2.5167.4 41.6 0.0 0.0 0.0 28.9 148.8 15.796.3 200.6 19.3 0.0 0.0 62.3 126.5 60.1

192.4 100.8 0.0 0.0 9.1 37.9 130.3 97.8213.2 75.5 0.9 0.0 0.0 45.3 20.9 190.2156.9 48.3 0.0 0.0 0.0 17.9 79.4 67.4264.6 14.2 0.0 0.0 0.0 0.0 140.7 113.9148.2 56.3 97.1 4.5 28.3 4.7 108.1 127.550.3 56.3 0.0 17.9 0.0 70.4 154.1 98.5

106.6 106.2 0.0 0.0 0.0 51.2 156.9 88.9113.3 23.9 6.1 15.7 16.4 35.7 189.3 87.361.5 21.6 0.0 0.0 26.1 77.9 145.8 60.8

140.7 3.7 0.0 0.0 20.2 19.6 67.3 138.8178.0 94.2 26.2 0.0 18.9 77.0 89.9 107.779.5 35.5 18.3 0.0 34.2 16.5 114.4 34.3

117.3 56.2 0.0 12.9 3.1 38.5 79.5 64.8160.3 55.7 34.3 0.0 29.3 66.1 140.8 146.1119.2 0.0 0.0 0.0 0.0 44.1 75.2 36.181.9 62.9 0.0 0.0 44.7 36.1 128.5 65.496.2 0.0 75.9 18.3 0.0 26.2 20.8 0.0

110.2 75.8 40.9 0 14.1 52.6 75.2 138.060.1 51.4 0.3 12.2 4.3 306.2 82.5 123.875.9 34.3 0.0 12.9 0.0 63.6 32.4 56.355.1 36.6 3.1 0.0 27.0 7.9 149.8 90.043.6 0.0 4.9 0.0 66.0 44.6 94.2 160.9

122.2 56.9 6.8 12.9 4.3 0.0 59.9 248.9107.6 42.8 0.0 0.0 6.7 77.6 26.2 56.3147.9 83.4 35.1 37.9 0.0 53.8 85.4 90.058.7 122.6 0.0 0.0 21.4 144.3 30.6 107.270.0 89.9 0.0 0.0 1.9 31.8 121.0 0.034.9 83.8 5.6 11.0 2.5 0.0 113.7 113.1

168.7 132.7 29.3 0.0 5.6 6.2 86.3 50.7137.6 124.7 1.2 3.1 17.1 14.7 97.8 92.359.9 12.2 96.0 0.0 0.0 61.8 162.6 95.40.0 167.6 28.1 17.7 1.2 31.2 73.4 0.0

78.8 3.7 68.5 4.9 23.9 36.1 83.8 80.1263.5 86.3 15.9 12.9 33.0 80.7 203.0 204.2282.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0160.7 25.7 4.0 0.3 1.1 130.5 25.9 64.588.2 60.3 0.9 0.2 1.1 1.6 147.1 24.3

139.4 185.6 1.1 0.1 0.7 26.9 111.5 58.3111.9 31.3 14.5 0.3 40.2 45.1 97.5 68.2175.3 108.9 9.4 0.2 0.2 78.4 75.1 73.3149.0 45.4 1.2 1.0 1.3 138.4 82.6 67.8176.3 113.4 9.5 5.5 15.9 76.5 104.3 62.0120.2 10.7 0.7 0.4 0.8 141.1 120.3 127.983.3 11.5 9.1 0.2 3.9 54.4 114.2 30.9

103.1 46.2 1.2 0.0 0.3 157.9 113.6 45.3146.1 48.8 0.1 0.1 3.4 77.2 127.3 16.226.0 5.2 1.4 0.1 6.7 228.9 74.5 64.5

122.2 63.4 12.8 3.8 10.2 58.2 98.2 79.5

62.5 50.3 23.1 7.3 14.3 57.3 44.4 53.2282.4 200.6 97.1 37.9 66.0 306.2 203.0 248.9

0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0

DIC TOTAL148.2 1,328.5174.7 1,137.9135.4 929.7

0.0 628.7115.5 890.991.2 840.2

250.1 1,319.971.1 1,010.3

165.8 1,347.40.0 989.3

187.2 1,346.440.0 1,129.0

215.2 1,200.788.1 986.674.9 1,210.074.9 916.5

226.2 946.2120.2 1,244.3186.3 1,007.6104.6 1,015.1186.5 1,311.3105.8 787.7117.6 1,252.4

0.0 731.3155.3 1,327.9127.8 1,164.8104.0 854.374.5 910.3

176.6 1,200.2131.4 1,128.1251.2 957.8106.3 1,186.2118.7 1,075.2122.3 905.830.0 1,010.872.2 1,181.40.0 1,019.1

152.8 1,031.367.3 798.028.2 645.3

287.5 1,827.00.0 930.6

74.8 944.9260.4 1,226.8155.4 1,120.837.9 932.537.7 1,332.2

292.2 1,330.7349.1 1,460.0228.7 1,299.5

6.0 794.1266.9 1,169.8405.3 1,431.1213.5 1,113.4133.6 1,089.2

92.7 223.4405.3 1,827.0

0.0 628.7