SENAMHI EGENOR NOMBRE LATini LONGini ALTini

P1702 CACHICADAN 8:06:00 78:09:00 2892

P1706 8:06:00 78:18:00 4000

P1704 MOLLEPATA 8:10:48 77:58:12 3758

325 HUILLCA 8:46:46 77:36:41 3950

P1727 327 HIDROELECTRICA 8:48:12 77:50:49 1386

324 SAFUNA 8:50:00 77:37:00 4400

P1725 319 PARON 8:59:57 77:41:05 4215

322 CARAZ 9:02:43 77:48:25 2286

P1726 320 LLANGANUCO 9:04:43 77:39:05 3918

P1701 321 YUNGAY 9:09:09 77:44:28 2557

P1724 318 CHANCOS 9:19:10 77:34:30 2895

P1707 ANTA 9:21:00 77:36:00 2748

P1710 317 HUARAZ 9:29:34 77:30:49 3050

316 PUNTA CALLAN 9:32:48 77:37:15 4275

P1703 CHACCHAN 9:33:00 77:46:12 2285

P1709 LAGUNA UTUTO 9:40:48 77:30:00 4200

P1717 309 CAHUISH 9:41:05 77:15:17 4550

P1705 RECUAY 9:43:12 77:27:00 3394

P1718 310 QUEROCOCHA 9:43:46 77:19:57 4087

P1721 314 QUIRUNCANCHA 9:43:54 77:29:47 4010

P1720 313 HUANCAPETI 9:45:00 77:31:48 4420

P1722 315 TICAPAMPA 9:45:09 77:26:32 3480

P1719 312 SHACAYPAMPA 9:45:13 77:23:46 3820

P1716 308 PACHACOTO 9:51:12 77:24:04 3786

P1708 MILPO 9:52:48 77:13:48 4400

P1715 COLLOTA 9:57:02 77:19:33 3910

P1711 301 YANACOCHA 10:02:27 77:12:27 4450

P1714 306 RECRETA 10:02:27 77:17:00 4020

P1712 302 PUNTA-MOJON 10:05:00 77:12:21 4390

304 CONOCOCHA 10:08:00 77:17:00 4150

P1713 303 LAMPAS-ALTO 10:09:27 77:13:32 4100

329 CHUQUICARA

328 EL CHORRO

305 LAMPAS-BAJO

QUITACOCHA

311 SAN-LORENZO

HUANCAMARCANGA

Inicio Fin

1964 1998

1971 1998

1963 1998

1977 1999

1945 2001

1969 1975

1949 2001

1946 1996

1953 2000

1953 2000

1953 1999

1971 2000

1971 2000

1982 1999

1964 1998

1981 1998

1953 1999

1966 1998

1965 2001

1953 1999

1953 1999

1948 1993

1953 2000

1953 2000

1963 1998

1953 2000

1953 2000

1953 2000

1953 2000

1957 1968

1971 1998

1982 1985

1982 1985

1957 1988

1979 1991

1965 1971

BP ENE FEB MAR ABR MAY1971 40.1 1.11972 136.0 195.0 250.0 78.0 0.01973 112.0 73.0 133.7 90.0 18.01974 155.2 209.0 141.0 11.0 1.01975 123.0 165.0 225.0 63.0 142.21976 149.0 91.0 93.0 75.0 12.01977 85.3 168.5 93.4 25.6 25.51978 58.2 184.6 46.8 29.6 37.31979 67.0 130.0 179.0 57.0 11.01980 64.0 55.0 64.0 32.0 7.01981 67.0 225.0 135.2 37.8 0.01982 51.1 138.0 106.8 52.0 0.01983 91.6 37.3 128.7 72.0 44.31984 81.6 280.0 214.6 70.2 37.11985 24.0 86.0 34.4 70.0 23.01986 118.0 84.2 64.0 115.2 17.01987 146.1 90.0 139.8 78.6 23.31988 137.3 137.8 76.4 106.0 14.21989 135.0 122.8 136.6 122.0 19.01990 79.7 101.0 79.7 39.2 7.61991 52.8 59.5 211.0 34.5 21.51992 12.3 79.0 100.1 65.7 12.81993 131.4 128.0 174.4 105.8 18.11994 136.6 193.0 204.7 82.5 40.41995 101.7 51.0 130.2 76.6 41.91996 105.0 115.5 139.3 123.2 21.41997 86.4 109.8 37.8 56.8 16.21998 188.1 180.8 210.6 154.9 50.21999 95.0 128.0 6.0 0.02000 50.0 187.0 135.0 55.0 38.02001

JUN JUL AGO SET OCT NOV0.1 0.0 6.1 7.9 21.5 28.30.0 0.0 4.0 16.0 17.0 38.01.0 4.0 2.0 64.0 54.0 87.0

37.0 0.0 0.0 26.0 54.2 39.93.0 0.0 19.0 49.6 96.0 143.0

12.0 0.0 5.0 8.0 20.2 13.90.0 0.0 0.0 48.0 30.6 121.00.0 2.0 0.0 49.0 41.0 44.00.0 0.0 15.0 43.0 0.0 36.03.0 0.0 0.0 0.0 140.0 113.00.0 0.0 11.9 8.3 122.2 195.50.0 0.0 2.0 7.0 147.0 100.4

16.2 0.0 0.0 14.8 40.1 58.80.0 0.0 0.0 30.0 60.3 31.90.0 0.0 12.0 68.3 9.0 22.30.0 0.0 8.0 1.8 23.9 54.40.0 0.0 0.0 24.3 2.0 59.00.0 0.0 2.0 22.2 41.3 88.73.0 0.0 8.0 26.4 126.0 24.0

17.0 0.0 0.0 6.0 124.5 99.80.0 0.0 0.0 7.5 88.6 41.59.0 1.0 6.1 6.7 56.6 20.52.0 0.0 0.0 65.5 66.4 93.20.0 0.0 0.0 45.8 12.4 62.5

0.0 0.0 0.9 5.2 33.1 61.70.0 0.0 2.0 24.0 69.6 35.80.6 0.0 0.0 11.9 40.0 93.25.2 0.0 0.0 5.0 118.4 55.80.0 0.0 0.0 22.4 31.0 73.00.0

DIC92.674.0

177.044.037.048.259.048.033.0

100.067.467.0

111.884.978.085.375.063.7

74.463.610.1

211.363.6

78.135.6

210.276.968.0

BP ENE FEB MAR ABR MAY1953 120.3 145.0 122.8 96.1 0.01954 145.5 24.3 79.0 0.3 0.01955 163.4 133.5 48.6 45.6 10.31956 21.3 113.6 191.4 43.1 5.51957 185.0 192.0 55.9 9.11958 11.7 70.5 333.3 98.4 4.91959 43.7 107.0 46.2 161.0 76.51960 79.0 164.0 115.4 94.2 24.31961 17.6 19.4 158.0 151.9 0.01962 94.2 189.6 60.3 22.5 6.71963 105.1 91.7 175.3 107.5 22.51964 47.4 97.2 72.9 96.0 34.11965 40.7 40.1 120.3 57.7 37.11966 91.7 35.0 93.0 18.2 0.01967 41.3 151.9 208.9 17.0 12.81968 69.3 11.6 83.2 3.0 0.01969 24.9 72.9 89.3 78.4 8.51970 80.8 43.7 96.0 38.9 35.81971 22.5 94.8 216.9 27.3 0.01972 158.6 110.0 179.2 77.2 16.41973 79.0 49.2 142.2 72.9 20.71974 110.0 100.9 75.9 31.6 0.01975 154.9 121.5 209.6 94.2 13.41976 95.4 120.3 68.1 105.8 0.01977 62.0 201.7 89.3 35.2 6.71978 101.4 137.3 10.9 33.4 14.61979 66.2 54.7 135.5 129.4 15.81980 49.3 24.3 108.1 0.0 0.01981 54.0 190.1 170.7 41.9 0.01982 75.9 22.5 55.3 73.0 3.61983 122.1 59.8 150.0 162.9 110.11984 77.3 71.0 245.1 71.5 30.41985 10.3 82.1 99.0 13.4 15.21986 151.3 85.1 91.2 79.6 0.01987 142.2 127.7 117.9 107.0 0.01988 122.1 86.2 99.6 55.91989 141.5 153.1 165.6 172.6 57.11990 113.0 44.4 190.9 31.0 0.01991 51.1 40.1 158.0 22.51992 49.2 24.3 94.2 41.31993 105.8 113.2 254.5 127.3 32.71994 203.0 204.8 197.8 101.5 42.01995 55.9 4.3 124.0 67.5 0.0

1996 164.3 124.8 141.6 6.11997 14.0 14.4 8.4 9.3 0.51998 136.8 48.6 91.8 88.1 15.81999 88.8 81.5 153.2 49.920002001

JUN JUL AGO SET OCT NOV0.0 0.0 0.0 0.0 26.7 42.54.9 0.0 0.0 7.3 60.8 49.20.0 0.0 0.0 6.7 24.9 13.30.0 0.0 0.0 18.2 3.4 3.01.8 0.0 0.0 0.0 44.4 57.70.0 0.0 0.0 8.5 44.3 6.13.6 0.0 0.0 0.0 40.1 74.00.0 0.0 0.0 4.9 14.6 19.40.0 0.0 0.0 0.0 0.0 43.10.0 0.0 0.0 0.0 8.5 46.20.0 0.0 0.0 0.0 27.9 77.70.0 0.0 9.1 0.0 17.0 6.70.0 0.0 0.0 49.2 26.1 49.30.0 0.0 0.0 7.9 63.8 40.70.0 5.5 0.0 0.0 99.0 1.80.0 0.0 9.7 7.9 60.7 7.90.0 0.0 0.0 0.0 28.6 43.7

11.5 2.4 13.4 47.4 34.7 41.50.0 0.0 0.0 13.9 33.4 45.00.0 0.0 9.7 11.6 0.0 52.20.0 5.5 1.2 19.5 62.0 67.50.0 0.0 0.0 4.9 5.50.0 0.0 12.8 22.5 26.8 45.50.0 0.0 0.0 0.0 0.00.0 0.0 0.0 0.0 3.6 57.10.0 0.0 0.0 32.2 29.2 18.80.0 0.0 14.0 24.3 3.2 42.50.0 0.0 0.0 0.0 108.2 87.50.0 0.0 0.0 7.3 58.3 129.50.0 0.0 0.0 0.0 128.2 147.1

19.4 0.0 0.0 6.1 27.30.0 0.0 9.0 7.4 69.9 32.80.0 0.0 0.0 67.5 0.0 12.20.0 0.0 7.9 0.0 27.9 36.50.0 0.0 0.0 0.0 1.20.0 0.0 0.0 0.0 27.3 48.60.0 0.0 1.8 16.4 91.7 35.8

17.0 0.0 0.0 7.3 95.9 104.00.0 0.0 0.0 0.0 0.0 29.29.1 0.0 0.0 0.0 21.3 52.3

14.0 0.0 0.0 24.3 93.6 68.00.0 0.0 0.0 0.0 23.1 54.70.0 0.0 0.0 0.0 41.3

0.0 0.0 0.0 0.00.0 0.0 0.0 0.5 1.3 3.80.0 0.0 0.0 0.0 24.3 32.8

DIC32.218.3

9.17.3

33.4

85.021.3

121.510.3

106.33.0

49.266.8

3.041.3

142.169.928.668.093.6

7.942.5

6.175.427.9

68.710.386.8

117.968.171.1

128.358.4

108.1

37.068.6

4.9169.0

32.9

4.0198.9

45.0

AOS ENE FEB MAR ABR MAY1953 139.0 251.3 42.8 75.4 27.41954 209.6 94.9 106.9 12.9 17.81955 89.1 187.2 120.0 57.0 0.01956 79.6 112.9 33.3 0.0 0.01957 15.4 73.7 37.4 71.3 13.71958 50.5 86.0 148.5 44.6 5.91959 10.7 166.2 142.5 38.0 75.41960 64.0 95.0 71.3 129.5 8.91961 128.8 60.6 63.5 116.3 19.61962 121.2 82.6 191.9 47.5 3.01963 84.2 103.4 169.4 126.6 2.41964 42.1 52.8 135.4 52.3 38.61965 54.1 51.0 26.2 11.9 17.91966 154.4 32.2 57.7 25.0 7.81967 90.3 139.7 174.6 29.7 0.01968 73.1 29.7 65.5 5.9 5.41969 29.7 60.1 85.5 39.2 1.81970 123.0 14.2 20.7 114.0 46.21971 55.3 227.6 518.6 66.8 1.71972 0.0 0.0 0.0 0.0 0.01973 111.1 75.7 186.2 103.9 41.91974 129.1 151.1 169.2 119.2 0.51975 142.0 176.3 237.0 51.6 78.31976 162.9 76.7 143.0 39.9 39.91977 197.4 147.9 100.3 28.8 20.11978 62.0 152.4 58.7 68.8 20.21979 89.7 97.8 181.4 105.4 17.01980 71.4 56.9 81.1 41.1 8.01981 120.8 157.9 205.6 43.9 0.01982 84.2 160.0 98.4 72.2 2.91983 126.2 76.9 191.2 79.9 18.71984 122.3 253.9 214.5 94.6 81.91985 48.9 90.9 114.5 101.5 39.31986 131.3 102.9 71.8 154.6 6.91987 161.2 131.9 119.9 123.3 24.61988 131.7 105.6 99.9 120.2 41.21989 117.7 133.5 145.9 113.7 19.81990 121.0 90.2 103.6 40.0 6.11991 104.6 58.4 181.4 72.4 43.71992 48.6 54.9 97.1 62.8 14.21993 90.3 158.7 135.0 85.8 26.71994 110.0 118.6 121.8 104.5 6.91995 138.4 79.7 161.8 74.9 50.71996 141.2 207.0 110.0 70.4 8.41997 102.2 151.5 39.3 54.1 13.71998 148.2 160.8 164.8 104.8 11.4

1999 126.9 230.2 118.4 102.2 50.620002001

nota: los datos faltantes en en el registro lo he completado con otra estacion de anta y de chancosestan sealados de color rojo

JUN JUL AGO SEP OCT NOV3.0 0.0 0.0 0.0 0.0 80.8

18.6 0.0 0.0 21.6 24.9 73.30.0 0.0 0.0 7.1 16.6 6.40.0 0.0 0.0 4.2 22.6 14.20.0 0.0 0.0 9.5 144.8 8.90.0 0.0 0.0 17.8 26.8 7.10.0 0.0 0.0 0.0 90.2 11.90.0 0.0 5.9 8.9 14.8 62.40.0 0.0 0.0 4.2 0.0 96.80.0 0.0 0.0 39.2 32.1 50.50.0 0.0 0.0 23.7 38.8 104.60.0 1.2 3.6 5.4 23.2 34.50.0 0.0 0.0 22.6 53.6 19.00.0 0.0 0.0 9.6 87.7 52.40.0 10.6 3.6 21.1 121.8 25.00.0 0.0 11.9 3.6 58.8 23.80.0 0.0 0.0 0.0 39.8 60.3

10.4 2.4 9.6 52.9 38.7 47.81.7 1.7 1.7 34.8 81.3 108.90.0 1.0 0.0 0.0 0.0 0.07.4 7.5 12.8 62.3 115.8 116.8

12.5 3.8 21.5 26.2 30.8 27.36.9 0.0 18.1 39.9 56.2 61.1

10.1 1.1 0.7 8.7 9.9 15.00.0 0.5 1.3 36.2 24.3 122.30.0 2.6 0.0 55.4 36.1 45.50.0 0.0 8.1 35.7 18.4 15.71.1 0.0 4.3 0.0 174.4 117.52.1 0.0 13.6 4.6 106.8 99.30.0 0.3 0.6 12.7 154.0 118.2

18.0 0.9 1.3 28.5 55.5 49.314.9 2.3 0.9 35.1 119.0 62.9

0.0 5.3 5.3 68.2 20.0 34.90.0 1.8 6.6 20.2 11.9 56.00.0 0.5 22.6 48.0 38.9 60.70.3 0.0 1.1 34.2 53.7 50.31.9 0.0 22.0 24.3 101.2 19.07.8 0.0 0.0 12.0 128.7 122.00.0 0.0 0.0 4.3 95.5 31.4

22.0 3.3 14.3 31.7 81.2 30.68.4 0.3 0.0 66.5 80.9 82.4

61.1 61.1 61.1 76.4 65.2 106.42.1 0.8 0.6 8.1 63.2 69.30.7 0.0 0.0 31.7 73.2 25.30.4 0.6 0.0 15.7 58.1 92.95.5 0.0 5.5 22.4 43.9 42.6

21.2 9.2 2.9 74.5 38.2 26.0

los datos faltantes en en el registro lo he completado con otra estacion de anta y de chancosestan sealados de color rojo

DIC PRECIPITACIO X1 X2 S1 S2136.0 755.7 520.9 746.4 152.69884167 212.081645

51.6 632.1 n1= 18.078.4 561.8 n2= 29.015.5 282.2 n1-1 17.011.9 386.6 n2-1 28.010.1 397.3 s1^2 23316.9362

133.0 667.9 s2^2 44978.624350.5 511.2

107.5 597.3 numerador 1655789.434.4 602.4 denominador 45.0

140.1 793.2 sp 191.82106210.1 399.2 1/n1 0.0555555654.6 310.9 1/n2 0.0344827641.6 468.4 sd 57.558566531.6 648.0 entonces hay salto en la media30.3 308.0 tc -3.91772586 gld=

158.6 475.0 Tt 1.645 gld=99.0 578.969.9 1169.9 Fc 1.9

0.0 1.0 Ft 3.094.7 936.154.9 746.151.1 918.557.0 565.0 analisis de tendencia

100.9 780.0 Tm=50.1 551.8 rc= 036.8 606.0 gdl= 4589.7 645.5 rt= 0.28859.8 814.4 al 95% la tendencia no es significativa

134.4 837.9 y no se corrige la informacion126.5 772.9

66.4 1068.787.8 616.6

175.0 739.0113.0 844.677.7 715.9

8.1 707.155.7 687.154.2 645.912.6 473.3

126.9 861.9122.2 1015.1183.9 833.5

37.2 705.1183.3 711.8

58.2 768.1

106.5 906.7

correccion de datos755.7632.1561.8

282.24386.6397.3667.9511.2597.3602.4793.2399.2310.9468.4

64817 30828 475

578.9825.8

1057.6657.5520.7644.8390.3545.1380.8419.8448.2569.9586.8540.0753.0427.4515.6591.6498.9492.6478.2448.5324.3604.0714.4583.6491.2496.0536.5

1950 1960 1970 1980 1990 2000 20100

200

400

600

800

1000

1200

f(x) = - 0.2927161281x + 1122.1409310121R = 0.0007230886

correccion de datos

correccion de datosLinear (correccion de datos)

636.3

1950 1960 1970 1980 1990 2000 20100

200

400

600

800

1000

1200

f(x) = - 0.2927161281x + 1122.1409310121R = 0.0007230886

correccion de datos

correccion de datosLinear (correccion de datos)

1950 1960 1970 1980 1990 2000 20100

200

400

600

800

1000

1200

f(x) = - 0.2927161281x + 1122.1409310121R = 0.0007230886

correccion de datos

correccion de datosLinear (correccion de datos)

UBICACION ESTACIONANTACHANCOSHUARAZ