presa, consistencia

REGISTRO DE PRECIPITACIONES MENSUAL (mm)72

ESTACION : HUAMANGA DISTRITO : AYACUCHO ALTITUD : 2772.0 msnmCODIGO : 005 PROVINCIA : HUAMANGA LATITUD : 13º08'51"

DEPARTAMENTO : AYACUCHO LONGITUD : 74º13'06"

AÑO ENE FEB MAR ABR MAY JUN JUL AGO SEP OCT NOV DIC TOTAL

datos Dudosos1962 84.0 55.2 102.1 39.7 15.9 2.9 2.1 9.0 8.2 54.7 3.5 95.5 472.8 n1 = 601963 287.5 241.9 106.9 51.5 2.3 0.4 0.0 2.6 32.2 22.7 28.4 141.4 917.8 Media 48.5 Sd = 8.891964 49.0 97.7 80.6 34.0 29.2 0.0 6.4 8.1 38.1 13.6 47.6 35.5 439.8 D. Stand. 54.801965 94.0 93.0 100.6 17.4 3.9 0.0 11.5 0.3 30.7 38.6 59.8 99.5 549.3 Var. 1 = 3003.01966 67.8 88.9 67.0 4.2 32.2 0.1 8.3 23.0 31.1 109.1 47.5 48.4 527.6

1967 69.2 131.5 194.3 25.8 11.9 0.7 21.8 17.2 21.1 29.2 46.6 126.6 695.9 datos canfiables Sp = 50.831968 103.4 89.3 129.9 23.6 4.5 15.5 6.0 21.8 5.6 48.5 38.0 82.3 568.4 n2 = 721969 43.7 55.9 120.1 29.0 0.0 24.6 4.1 7.6 14.9 53.4 45.1 72.7 471.1 Media 48.81970 162.8 83.6 54.5 49.6 12.7 1.0 11.2 0.0 55.8 23.6 43.6 99.0 597.4 D. Stand. 47.281971 118.3 198.8 87.4 35.9 0.6 12.9 0.7 13.9 9.2 35.3 60.2 73.8 647.0 Var. 2 = 2235.2 Tc -0.040051972 144.9 31.3 93.3 54.5 2.0 0.0 18.0 10.7 29.8 50.0 39.9 60.2 534.61973 90.2 120.8 141.3 69.2 12.4 5.0 43.0 21.7 28.5 29.2 56.3 95.7 713.31974 125.0 176.0 128.2 34.0 1.3 13.2 0.0 25.1 27.7 22.5 7.8 34.4 595.2 Tc = -0.04005

1975 108.4 56.8 59.2 21.7 31.9 2.0 0.8 2.4 26.5 28.3 50.6 85.1 473.7 Tt =(0.05,130g.l) 1.978 NS Tc <Tt1976 142.8 103.0 126.8 37.5 25.4 11.5 2.3 1.0 48.2 16.3 8.1 53.8 576.7 0.04005 < 1.9781977 59.3 115.5 34.7 35.8 18.5 0.0 11.5 2.5 11.2 4.0 98.6 44.9 436.5 Fc= variancia mayor1978 161.3 140.2 52.9 21.4 0.9 4.1 0.0 0.0 26.6 47.2 78.6 94.0 627.2 variancia menor1979 89.2 69.8 79.9 23.3 1.2 0.7 13.5 19.0 12.4 21.5 36.6 35.2 402.3 Fc= 1.343551

1980 85.5 77.4 121.6 1.6 7.4 20.9 2.9 5.5 30.7 71.4 67.3 53.4 545.6 Ft= 1.61537 Fc < Ft1981 100.1 159.2 66.7 41.6 0.5 3.4 0.0 53.5 52.9 90.5 73.4 121.9 763.7 Ft= 1.5101 1.343551< 1.51011982 126.7 159.9 56.3 16.0 1.3 14.8 0.0 22.1 25.7 63.2 75.1 31.2 592.31983 82.7 45.4 90.9 41.2 1.8 7.5 6.2 15.3 31.8 54.3 14.6 53.2 444.9

1984 120.5 208.1 100.2 10.9 0.0 13.2 3.7 4.9 5.5 46.4 105.4 91.3 710.1 datos canfiables1985 73.4 33.9 39.8 52.8 0.0 1.9 2.6 0.0 24.6 6.2 42.9 85.4 363.5 n1 = 72 Sd = 6.401986 124.1 148.0 168.6 67.0 12.5 0.0 7.5 16.7 22.5 19.8 45.7 48.4 680.8 Media 48.81987 129.2 37.1 28.8 20.7 12.3 7.6 10.7 3.3 12.0 37.3 62.0 44.7 405.7 D. Stand. 47.28 Sp = 45.921988 84.0 79.4 93.3 61.1 8.7 2.5 0.0 0.0 18.6 16.8 26.5 83.1 474.0 Var. 1 = 2235.2 prueba de T1989 107.3 65.3 109.5 4.9 16.0 1.6 0.0 3.2 30.5 7.8 26.3 51.2 423.6 Tc 0.3942751990 76.6 1.7 2.7 11.4 5.6 48.2 6.0 8.0 11.1 7.0 142.0 143.1 463.4 datos dudosos1991 44.3 42.0 107.0 17.5 4.5 26.0 10.5 16.5 15.0 40.0 53.6 15.5 392.4 n2 = 180 Tt =(0.05,250g.l) 1.960

1992 106.3 64.2 53.5 17.0 9.3 10.0 6.0 26.0 13.0 24.0 28.5 25.5 383.3 Media 46.3 prueba de F Tc < Tt NSC1993 125.0 100.0 94.0 34.5 8.0 7.0 15.0 16.5 26.0 22.0 75.0 116.0 639.0 D. Stand. 45.38 Fc 1.085523

1994 115.5 140.0 102.0 30.0 6.5 3.0 0.0 6.5 9.8 19.4 49.3 88.0 570.0 Var. 2 = 2059.1 Ft= 1.3021995 157.4 128.9 123.3 12.5 16.5 0.5 2.0 5.6 9.2 34.3 78.7 48.5 617.4 Fc < Ft NSC1996 75.2 126.8 99.0 43.8 14.0 0.0 0.0 16.2 25.3 20.8 22.3 61.9 505.3

1997 136.8 122.6 78.1 25.4 2.9 0.0 2.0 20.2 38.7 25.4 75.3 98.9 626.3 datos canfiables1998 118.0 109.5 95.9 7.2 0.4 6.2 0.0 3.9 19.6 46.6 32.4 42.6 482.3 n1 = 72 Sd = 6.201999 107.3 144.2 91.5 29.0 2.6 0.6 4.8 0.0 57.7 13.2 91.6 59.3 601.8 Media 48.82000 130.2 176.0 91.5 6.0 14.6 10.8 55.8 12.7 4.4 66.0 26.9 79.2 674.1 D. Stand. 47.28 Sp = 45.552001 161.9 101.9 86.5 23.0 23.2 4.4 24.3 12.6 7.7 31.9 62.6 80.9 620.9 Var. 1 = 2235.2 prueba de T2002 105.7 141.8 91.0 21.0 15.1 5.7 25.8 19.3 42.8 22.5 58.6 102.4 651.7 Tc 0.2310682003 76.6 164.9 121.5 77.5 20.6 0.0 0.0 30.6 27.2 11.6 28.0 83.8 642.3 datos dudosos2004 69.9 149.1 83.0 29.8 11.3 10.7 26.3 7.5 16.1 26.6 39.7 162.2 632.2 n2 = 216 Tt =(0.05,250g.l) 1.960

2005 96.7 69.8 78.4 11.7 0.2 0.0 2.6 0.0 5.4 47.2 29.7 87.4 429.1 Media 47.4 prueba de F Tc < Tt NSC2006 107.4 102.3 151.8 21.3 1.2 13.2 0.2 23.0 18.1 47.1 72.1 107.7 665.4 D. Stand. 44.96 Fc 1.105745

2007 71.2 69.6 151.5 38.4 2.5 0.0 6.4 1.0 13.6 37.7 74.0 104.7 570.6 Var. 2 = 2021.4 Ft= 1.3082008 80.7 86.4 113.8 25.5 11.5 4.8 8.3 11.7 23.3 34.9 51.7 77.2 529.7 Fc < Ft NSC

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) EN TAMBILLO

AÑO ENE FEB MAR ABR MAY JUN JUL AGO SET OCT NOV DIC TOTAL

1992 105.1 193.3 144.8 38.9 10.1 35.3 24.7 36.4 15.1 42.9 42.0 55.9 744.6 datos canfiables1993 148.4 127.1 100.0 105.0 15.4 12.5 20.4 22.4 66.1 52.8 114.5 192.5 977.1 n1 = 601994 156.4 167.9 150.0 71.9 5.2 6.2 32.7 7.3 22.6 25.2 60.4 126.3 832.1 Media 66.0 Sd = 12.561995 143.2 111.4 148.9 60.8 13.0 1.0 10.3 4.5 19.2 54.7 89.6 83.2 739.8 D. Stand. 60.631996 101.2 100.4 186.5 48.8 13.2 2.1 0.3 19.5 31.3 68.6 26.4 82.8 681.1 Var. 1 = 3675.81997 180.3 195.6 108.2 53.5 6.2 0.0 3.1 42.8 50.5 51.4 124.1 135.4 951.1

1998 181.9 152.0 98.8 44.3 2.1 18.8 0.0 0.8 19.0 73.8 50.1 75.2 716.8 datos dudosos Sp = 59.581999 136.6 165.9 130.5 19.8 0.5 3.7 5.0 0.0 57.2 25.7 79.1 96.1 720.1 n2 = 362000 137.9 225.0 110.5 16.4 30.3 17.3 49.0 5.1 9.4 65.7 20.8 94.1 781.43 Media 60.02001 188.4 75.5 123.1 36.4 43.9 5.9 28.3 16.6 15.9 40.2 134.3 80.5 788.97 D. Stand. 57.772002 111.2 187.7 162.1 47.8 17.7 1.8 32.6 12.8 35.5 30.2 72.8 115.6 827.835 Var. 2 = 3337.0 Tc 0.4752342003 94.2 181.2 120.1 60.8 10.7 0.0 0.0 44.3 9.9 5.8 11.7 118.0 656.517

2004 69.8 162.5 65.4 17.0 10.8 9.8 28.8 7.5 29.2 48.8 58.1 168.1 675.8

2005 86.5 75.4 178.2 19.4 0.2 0.0 4.4 1.5 22.1 55.3 44.1 151.7 638.8 Tc = 0.475234

2006 121.3 109.2 111.2 40.7 1.5 1.8 0.0 14.9 9.0 66.6 172.0 68.1 716.35 Tt =(0.05,94g.l) 1.986 NS Tc <Tt2007 110.2 82.2 141.8 57.5 4.3 0.0 19.0 1.0 25.2 77.7 31.6 109.7 660.25 0.260168 < 1.9652008 110.2 148.5 72.8 7.9 10.4 2.0 16.2 14.8 27.3 49.1 70.7 109.6 639.5 Fc= variancia mayorTOT 2182.7 2460.8 2152.97 746.83 195.5 118.15 274.89 252.29063 464.4506 834.56719 1202.2506 1862.7113 variancia menor

PROM 128.4 144.8 126.6 43.9 11.5 6.9 16.2 14.8 27.3 49.1 70.7 109.6

D-EST 34.792 46.164 33.676 24.305 11.250 9.464 14.863 14.361 16.675 19.284 44.157 36.740 Fc= 1.101519 Fc < FtFt= 1.52453 1.1015 < 1.642Ft= 1.642 No necesita corregir

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) : CHIARA


1993 125.4 113.8 140.9 85.0 18.4 8.0 12.6 16.5 39.0 64.0 94.3 156.4 874.3

1994 177.6 135.6 117.8 39.6 15.2 2.0 0.0 3.3 30.3 50.1 56.3 87.0 714.8

1995 143.0 108.5 159.3 30.0 9.7 2.5 12.2 5.4 26.0 33.4 85.0 42.1 657.1

1996 118.3 183.8 166.6 65.2 3.9 1.3 5.3 10.7 22.2 38.0 19.4 86.6 721.3

1997 147.2 124.8 72.6 41.0 6.5 1.3 0.0 42.7 39.6 42.7 78.8 125.2 722.4

1998 130.7 76.6 89.4 19.3 4.9 12.9 0.0 0.0 6.1 33.1 51.3 86.2 510.5

1999 182.2 126.8 101.6 78.5 16.4 6.0 10.2 0.0 41.5 21.2 56.7 84.1 725.1884

2000 135.5 157.0 103.7 12.8 8.8 14.8 38.6 16.9 9.9 51.0 19.5 69.7 638.1756

2001 186.9 92.5 127.1 31.2 32.2 4.7 15.9 16.3 9.5 21.0 88.7 61.8 687.8642

2002 95.6 93.8 100.0 23.1 24.1 4.2 28.2 19.1 60.6 71.3 111.8 74.6 706.4

2003 27.5 160.8 163.7 50.7 15.1 0.0 0.7 32.3 16.4 15.6 36.2 102.9 621.9

2004 56.3 65.7 80.9 22.3 10.5 8.4 26.2 20.8 27.4 33.7 54.0 162.6 568.8

2005 133.1 74.9 119.1 42.5 13.5 0.0 6.1 16.7 33.3 106.9 37.1 125.9 709.1

2006 139.0 109.7 164.8 60.0 0.0 14.1 0.0 40.9 9.0 48.9 71.5 77.0 734.9

2007 111.5 73.8 108.8 24.3 6.1 0.0 2.2 0.0 2.9 31.5 57.6 103.9 522.55

2008 97.0 88.2 82.2 40.7 14.0 3.5 10.6 16.1 24.9 44.2 61.2 96.4 579.0

Media 125.4 111.6 118.7 41.6 12.5 5.2 10.6 16.1 24.9 44.2 61.2 96.4

D.Est 42.6 34.7 32.0 21.3 8.1 5.0 11.7 13.4 15.7 22.5 26.2 32.6

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) : ALLPACHACA

120AÑO ENE FEB MAR ABR MAY JUN JUL AGO SET OCT NOV DIC TOTAL datos confiable Sd = 16.011992 220.5 151.6 117.2 34.0 0.0 20.8 23.4 1.3 0.0 144.9 14.5 181.2 909.4 n1 = 1201993 331.6 112.2 212.5 53.4 30.0 3.9 13.0 20.8 22.1 106.4 79.4 186.5 1171.8 Media 70.71994 71.7 109.2 156.3 86.5 48.2 1.3 0.0 3.9 32.5 17.5 71.6 70.5 669.2 D. Stand. 67.081995 132.1 182.2 185.2 62.0 15.0 4.0 8.5 1.3 24.0 48.8 109.2 75.0 847.3 Var. 1 = 4500.11996 208.9 215.5 206.4 46.9 9.3 1.8 3.6 15.2 18.7 76.4 60.7 107.2 970.6 Sp = 71.581997 157.6 114.5 105.4 41.2 15.9 0.0 2.5 59.0 41.9 25.4 71.3 144.5 779.2 datos dudosos

1998 156.5 106.0 149.4 27.5 1.3 6.4 0.0 11.5 8.9 42.7 48.3 118.2 676.7 n2 = 241999 182.6 147.1 134.8 73.2 16.7 4.1 5.8 0.0 38.3 60.3 60.1 69.4 792.4 Media 86.82000 172.9 256.3 130.6 62.1 53.6 9.8 21.9 30.1 10.7 73.5 42.5 82.5 946.5 D. Stand. 91.372001 180.6 108.0 190.1 22.1 45.9 5.0 15.7 20.8 23.2 19.1 89.9 71.2 791.6 Var. 2 = 8348.82002 79.3 92.5 195.3 32.2 14.5 3.7 49.0 14.6 50.7 55.5 86.9 159.6 833.9 -0.225612003 124.2 141.5 176.0 55.3 20.2 0.0 2.0 23.6 23.6 17.4 31.1 156.3 771.2

2004 95.4 176.5 123.5 36.8 7.2 72.3 99.8 47.1 406.6 11.9 51.4 183.7 1312.2

2005 100.4 72.3 178.2 22.0 5.9 0.0 13.4 24.1 40.8 50.0 34.0 155.9 697.02 Tc = -0.22561

2006 138.0 115.6 118.7 72.3 0.0 5.4 0.0 32.1 13.5 85.4 85.4 124.2 790.6 Tt =(0.05,142g.l) 1.96 NS Tc <Tt2007 95.8 132.4 226.6 46.4 23.2 0.0 6.9 0.0 11.1 50.8 30.6 149.9 773.7 0.36293 < 1.9752008 166.1 179.6 132.3 15.0 30.7 8.2 19.7 23.9 60.8 44.7 57.4 128.7 867.2 Fc= variancia mayor

variancia menorPROM. 137.5 136.9 155.1 42.2 19.6 9.6 19.7 23.9 60.8 44.7 57.4 128.7 836.0

D-EST 63.59 47.48 37.87 20.34 16.82 17.17 24.70 16.63 93.63 35.05 25.36 41.88 Fc= 1.855224 FT < FCFt= 1.624 1.624 < 1.855 SE NECESITA CORREGIR

DATOS CORREGIDOS DEL PERIODO DUDOSO ESTACION ALPACHACAdatos confiable Sd = 11.13

2003 98.1 110.8 136.1 47.5 21.8 6.9 8.4 24.3 24.3 19.7 29.8 121.7 n1 = 1202004 77.0 136.5 97.6 33.9 12.2 60.0 80.2 41.5 305.4 15.7 44.7 141.8 Media 70.7

D. Stand. 67.08Var. 1 = 4500.1

Sp = 65.15datos dudosos

n2 = 48Media 65.2D. Stand. 59.97Var. 2 = 3596.8

0.084152

Tc = 0.084152

Tt =(0.05,166g.l) 1.960 NSC Tc <Tt0.36293 < 1.975

Fc= variancia mayor

variancia menor

Fc= 1.25 Fc < FtFt= 1.54 1.25 < 1.54 NO NC

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) PAMPA CANGALLO

48

AÑO ENE FEB MAR ABR MAY JUN JUL AGO SEP OCT NOV DIC TOTAL datos canfiables1992 0.0 n1 = 60

1993 0.0 Media 58.8 Sd = 10.46

1994 0.0 D. Stand. 61.82

1995 140.6 127.4 141.5 63.2 1.6 0.0 0.8 9.1 19.8 20.8 131.9 105.3 762.0 Var. 1 = 3822.1

1996 218.8 175.4 146.3 58.6 0.0 1.0 3.8 5.5 29.5 21.4 22.6 73.4 756.3

1997 163.0 104.1 70.6 21.2 13.3 0.0 2.6 46.7 36.7 9.1 59.4 102.4 629.1 datos dudosos Sp = 59.81

1998 163.2 155.7 127.6 17.3 1.2 13.3 0.0 1.5 6.3 40.4 46.0 62.8 635.3 n2 = 72

1999 98.0 225.9 144.1 70.0 2.6 1.7 6.2 0.0 58.2 32.9 39.7 67.3 746.6 Media 60.6

2000 84.6 65.0 137.4 29.1 24.1 15.1 3.5 22.5 3.5 96.9 20.0 84.6 586.2 D. Stand. 58.09

2001 195.0 81.8 218.8 37.1 39.8 7.3 11.8 8.1 15.7 39.8 59.8 28.6 743.5 Var. 2 = 3374.2 Tc -0.17436

2002 130.8 155.6 134.0 23.8 10.5 2.0 46.5 13.6 73.2 31.1 132.4 243.1 996.6

2003 155.3 131.4 136.8 52.2 9.5 0.0 0.0 18.5 37.4 40.4 53.8 135.8 771.1

2004 56.8 170.5 131.1 27.3 2.8 9.8 10.9 8.4 37.1 44.1 69.7 119.9 688.4 Tc = -0.17436

2005 80.9 67.1 120.8 38.6 0.1 0.0 4.1 34.4 43.9 43.0 29.3 118.5 580.7 Tt =(0.05,130g.l) 1.978 NS Tc <Tt NSC

2006 0.0

2007 0.0 Fc= variancia mayor2008 0.0 variancia menor

MEDIA 135.2 132.7 137.2 39.8 9.6 4.6 8.2 15.3 32.8 38.2 60.4 103.8 Fc= 1.13275 Fc < FtD.Est 50.6 50.3 34.1 18.3 12.4 5.8 13.3 14.4 21.2 22.4 38.8 55.6 Ft= 1.515 1.13 < 1.515 NO NECESITA

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) PUTACCA

AÑO ENE FEB MAR ABR MAY JUN JUL AGO SEP OCT NOV DIC1991 0.0 161.3 158.2 46.9 38.7 6.5 6.6 0.0 19.0 48.4 57.4 39.9 582.9

1992 67.4 131.3 51.1 17.2 0.0 11.8 23.2 64.6 10.3 100.0 40.0 78.2 595.1 datos DUDOSO1993 202.9 144.2 177.0 44.1 49.4 3.4 39.7 19.3 37.1 112.0 156.2 197.3 1182.6 n1 = 120 Sd = 10.31

1994 182.6 173.9 157.5 66.0 27.2 27.7 0.0 0.0 15.3 18.9 43.9 83.6 796.6 Media 84.0

1995 149.4 248.6 169.8 56.1 1.6 6.0 11.6 5.2 27.8 37.9 127.5 111.7 953.2 D. Stand. 77.41 Sp = 69.16

1996 277.6 266.4 181.2 50.3 17.9 0.6 3.2 40.7 9.8 54.3 45.6 161.7 1109.3 Var. 1 = 5992.9 prueba de T

1997 176.6 215.0 98.8 71.0 25.1 0.0 1.7 50.8 29.9 34.8 89.6 242.9 1036.2 Tc 2.271365

1998 250.7 116.3 158.9 37.9 1.4 22.0 0.0 17.9 0.0 49.0 62.2 114.1 830.4 datos CONFIABLE

1999 175.7 213.1 200.3 129.4 8.2 7.6 10.1 0.7 57.8 122.4 37.3 119.6 1082.2 n2 = 72 Tt =(0.05,190g.l) 1.96

2000 163.8 308.1 175.8 25.3 55.6 62.7 23.2 13.9 13.7 84.1 41.7 158.9 1127.0 Media 60.5 prueba de F Tt < Tc Se necesita corregir

2001 199.8 124.9 224.4 31.2 56.3 12.6 18.9 9.1 16.5 20.0 105.1 86.5 905.4 D. Stand. 52.47 Fc 2.176427

2002 114.5 194.5 149.5 45.4 18.9 1.5 89.9 10.6 74.7 94.1 93.9 164.4 1051.9 Var. 2 = 2753.6 Ft= 1.498212003 157.6 109.6 113.5 56.9 12.4 0.1 1.9 22.3 23.2 10.6 49.5 164.4 722.0 Ft= 1.449 Fc < Ft NSC

2004 36.0 130.0 119.5 20.4 10.0 18.1 10.7 16.0 57.3 47.4 35.3 138.2 638.9 Ft < Fc Se necesita corregir

2005 143.0 71.5 107.7 26.0 20.8 0.0 15.8 28.8 49.9 38.5 29.5 123.8 655.3

2006 143.8 138.9 117.3 70.6 3.2 7.4 0.0 35.2 13.3 67.5 122.9 88.9 809.0

2007 118.1 89.4 157.3 44.4 15.4 2.2 17.1 2.7 20.1 49.7 27.7 134.0 678.1

2008 160.4 144.7 148.1 49.4 21.3 11.2 16.1 19.9 28.0 58.2 68.6 129.9 855.7

MEDIA 151.1 165.6 148.1 49.4 21.3 11.2 16.1 19.9 28.0 58.2 68.6 129.9D.Est 68.2 63.7 41.0 25.7 18.0 15.1 21.2 18.2 20.0 32.4 38.4 47.8

DATOS CORREGIDOS DEL PERIODO DUDOSO ESTACION PUTACCA

1993 141.2 101.4 123.6 33.5 37.1 5.9 30.5 16.7 28.8 79.5 109.5 137.4

1994 127.4 121.5 110.4 48.4 22.1 22.4 3.6 3.6 14.0 16.4 33.4 60.3

1995 104.9 172.1 118.7 41.7 4.7 7.7 11.5 7.2 22.5 29.3 90.1 79.3

1996 191.8 184.2 126.5 37.7 15.8 4.0 5.8 31.2 10.3 40.4 34.5 113.2

1997 123.3 149.4 70.6 51.8 20.6 3.6 4.8 38.1 23.9 27.2 64.4 168.3

1998 173.6 82.5 111.3 29.3 4.6 18.5 3.6 15.8 3.6 36.8 45.8 81.0

1999 122.7 148.1 139.4 91.3 9.2 8.8 10.5 4.1 42.8 86.6 28.9 84.7

2000 114.7 212.5 122.8 20.8 41.3 46.1 19.4 13.0 12.9 60.7 31.9 111.3

2001 139.1 88.3 155.7 24.8 41.8 12.2 16.4 9.8 14.8 17.2 74.9 62.3

2002 81.3 135.4 105.0 34.4 16.4 4.7 64.6 10.8 54.3 67.4 67.3 115.1

CORREGIDOPRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) PUTACCA


1992 67.4 131.3 51.1 17.2 0.0 11.8 23.2 64.6 10.3 100.0 40.0 78.2 595.1

1993 141.2 101.4 123.6 33.5 37.1 5.9 30.5 16.7 28.8 79.5 109.5 137.4 845.2

1994 127.4 121.5 110.4 48.4 22.1 22.4 3.6 3.6 14.0 16.4 33.4 60.3 583.5

1995 104.9 172.1 118.7 41.7 4.7 7.7 11.5 7.2 22.5 29.3 90.1 79.3 689.7

1996 191.8 184.2 126.5 37.7 15.8 4.0 5.8 31.2 10.3 40.4 34.5 113.2 795.5

1997 123.3 149.4 70.6 51.8 20.6 3.6 4.8 38.1 23.9 27.2 64.4 168.3 746.0

1998 173.6 82.5 111.3 29.3 4.6 18.5 3.6 15.8 3.6 36.8 45.8 81.0 606.5

1999 122.7 148.1 139.4 91.3 9.2 8.8 10.5 4.1 42.8 86.6 28.9 84.7 777.1

2000 114.7 212.5 122.8 20.8 41.3 46.1 19.4 13.0 12.9 60.7 31.9 111.3 807.5

2001 139.1 88.3 155.7 24.8 41.8 12.2 16.4 9.8 14.8 17.2 74.9 62.3 657.3

2002 81.3 135.4 105.0 34.4 16.4 4.7 64.6 10.8 54.3 67.4 67.3 115.1 756.6

2003 157.6 109.6 113.5 56.9 12.4 0.1 1.9 22.3 23.2 10.6 49.5 164.4 722.0

2004 36.0 130.0 119.5 20.4 10.0 18.1 10.7 16.0 57.3 47.4 35.3 138.2 638.9

2005 143.0 71.5 107.7 26.0 20.8 0.0 15.8 28.8 49.9 38.5 29.5 123.8 655.3

2006 143.8 138.9 117.3 70.6 3.2 7.4 0.0 35.2 13.3 67.5 122.9 88.9 809.0

2007 118.1 89.4 157.3 44.4 15.4 2.2 17.1 2.7 20.1 49.7 27.7 134.0 678.1

2008 160.4 144.7 148.1 49.4 21.3 11.2 16.1 19.9 28.0 58.2 68.6 129.9 855.7

MEDIA 125.5 131.8 119.8 41.4 18.6 10.6 14.6 18.9 24.9 49.0 56.2 106.1D.Est 37.7 37.5 27.8 18.9 13.3 10.9 14.9 16.1 16.0 25.0 28.5 36.3

Sd=S p √ 1n1+ 1n2SP=√ (n1−1)S12+(n2−1)S22

n1+n2−2

TC=( x1−x2 )−(u1−u2)

Sd

Sd=S p √ 1n1+ 1n2SP=√ (n1−1)S12+(n2−1)S22

n1+n2−2

T C=( x1−x2 )−(u1−u2)

Sd

Sd=S p √ 1n1+ 1n2SP=√ (n1−1)S12+(n2−1)S22

n1+n2−2

TC=( x1−x2 )−(u1−u2)

Sd

Sd=S p √ 1n1+ 1n2SP=√ (n1−1 )S12+(n2−1)S22

n1+n2−2

TC=( x1−x2 )−(u1−u2)

Sd

Sd=S p √ 1n1 + 1n2 SP=√ (n1−1)S12+(n2−1)S22

n1+n2−2

Sd=S p √ 1n1+ 1n2SP=√ (n1−1)S12+(n2−1)S22

n1+n2−2

T C=( x1−x2 )−(u1−u2)

Sd

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) EN TAMBILLO


1992 105.1 193.3 144.8 38.9 10.1 35.3 24.7 36.4 15.1 42.9 42.0 55.9 744.6

1993 148.4 127.1 100.0 105.0 15.4 12.5 20.4 22.4 66.1 52.8 114.5 192.5 977.1

1994 156.4 167.9 150.0 71.9 5.2 6.2 32.7 7.3 22.6 25.2 60.4 126.3 832.1

1995 143.2 111.4 148.9 60.8 13.0 1.0 10.3 4.5 19.2 54.7 89.6 83.2 739.8

1996 101.2 100.4 186.5 48.8 13.2 2.1 0.3 19.5 31.3 68.6 26.4 82.8 681.1

1997 180.3 195.6 108.2 53.5 6.2 0.0 3.1 42.8 50.5 51.4 124.1 135.4 951.1

1998 181.9 152.0 98.8 44.3 2.1 18.8 0.0 0.8 19.0 73.8 50.1 75.2 716.8

1999 136.6 165.9 130.5 19.8 0.5 3.7 5.0 0.0 57.2 25.7 79.1 96.1 720.1

2000 137.9 225.0 110.5 16.4 30.3 17.3 49.0 5.1 9.4 65.7 20.8 94.1 781.43

2001 188.4 75.5 123.1 36.4 43.9 5.9 28.3 16.6 15.9 40.2 134.3 80.5 788.97

2002 111.2 187.7 162.1 47.8 17.7 1.8 32.6 12.8 35.5 30.2 72.8 115.6 827.835

2003 94.2 181.2 120.1 60.8 10.7 0.0 0.0 44.3 9.9 5.8 11.7 118.0 656.517

2004 69.8 162.5 65.4 17.0 10.8 9.8 28.8 7.5 29.2 48.8 58.1 168.1 675.8

2005 86.5 75.4 178.2 19.4 0.2 0.0 4.4 1.5 22.1 55.3 44.1 151.7 638.8

2006 121.3 109.2 111.2 40.7 1.5 1.8 0.0 14.9 9.0 66.6 172.0 68.1 716.35

2007 110.2 82.2 141.8 57.5 4.3 0.0 19.0 1.0 25.2 77.7 31.6 109.7 660.25

2008 110.2 148.5 72.8 7.9 10.4 2.0 16.2 14.8 27.3 49.1 70.7 109.6 639.5

TOT 2182.7 2460.8 2152.97 746.83 195.5 118.15 274.89 252.29063 464.4506 834.5672 1202.251 1862.711

PROM 128.4 144.8 126.6 43.9 11.5 6.9 16.2 14.8 27.3 49.1 70.7 109.6

D-EST 34.792 46.164 33.676 24.305 11.250 9.464 14.863 14.361 16.675 19.284 44.157 36.740

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) : ALLPACHACA


1992 220.5 151.6 117.2 34.0 0.0 20.8 23.4 1.3 0.0 144.9 14.5 181.2 909.4

1993 331.6 112.2 212.5 53.4 30.0 3.9 13.0 20.8 22.1 106.4 79.4 186.5 1171.8

1994 71.7 109.2 156.3 86.5 48.2 1.3 0.0 3.9 32.5 17.5 71.6 70.5 669.2

1995 132.1 182.2 185.2 62.0 15.0 4.0 8.5 1.3 24.0 48.8 109.2 75.0 847.3

1996 208.9 215.5 206.4 46.9 9.3 1.8 3.6 15.2 18.7 76.4 60.7 107.2 970.6

1997 157.6 114.5 105.4 41.2 15.9 0.0 2.5 59.0 41.9 25.4 71.3 144.5 779.2

1998 156.5 106.0 149.4 27.5 1.3 6.4 0.0 11.5 8.9 42.7 48.3 118.2 676.7

1999 182.6 147.1 134.8 73.2 16.7 4.1 5.8 0.0 38.3 60.3 60.1 69.4 792.4

2000 172.9 256.3 130.6 62.1 53.6 9.8 21.9 30.1 10.7 73.5 42.5 82.5 946.5

2001 180.6 108.0 190.1 22.1 45.9 5.0 15.7 20.8 23.2 19.1 89.9 71.2 791.6

2002 79.3 92.5 195.3 32.2 14.5 3.7 49.0 14.6 50.7 55.5 86.9 159.6 833.9

2003 124.2 141.5 176.0 55.3 20.2 0.0 2.0 23.6 23.6 17.4 31.1 156.3 771.2

2004 95.4 176.5 123.5 36.8 7.2 72.3 99.8 47.1 406.6 11.9 51.4 183.7 1312.2

2005 100.4 72.3 178.2 22.0 5.9 0.0 13.4 24.1 40.8 50.0 34.0 155.9 697.02

2006 138.0 115.6 118.7 72.3 0.0 5.4 0.0 32.1 13.5 85.4 85.4 124.2 790.6

2007 95.8 132.4 226.6 46.4 23.2 0.0 6.9 0.0 11.1 50.8 30.6 149.9 773.7

2008 166.1 179.6 132.3 15.0 30.7 8.2 19.7 23.9 60.8 44.7 57.4 128.7 867.1

PROM. 137.5 136.9 155.1 42.2 19.6 9.6 19.7 23.9 60.8 44.7 57.4 128.7 836.0

D-EST 63.59 47.48 37.87 20.34 16.82 17.17 24.70 16.63 93.63 35.05 25.36 41.88

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) : CHIARA


1993 125.4 113.8 140.9 85.0 18.4 8.0 12.6 16.5 39.0 64.0 94.3 156.4 874.3

1994 177.6 135.6 117.8 39.6 15.2 2.0 0.0 3.3 30.3 50.1 56.3 87.0 714.8

1995 143.0 108.5 159.3 30.0 9.7 2.5 12.2 5.4 26.0 33.4 85.0 42.1 657.1

1996 118.3 183.8 166.6 65.2 3.9 1.3 5.3 10.7 22.2 38.0 19.4 86.6 721.3

1997 147.2 124.8 72.6 41.0 6.5 1.3 0.0 42.7 39.6 42.7 78.8 125.2 722.4

1998 130.7 76.6 89.4 19.3 4.9 12.9 0.0 0.0 6.1 33.1 51.3 86.2 510.5

1999 182.2 126.8 101.6 78.5 16.4 6.0 10.2 0.0 41.5 21.2 56.7 84.1 725.1884

2000 135.5 157.0 103.7 12.8 8.8 14.8 38.6 16.9 9.9 51.0 19.5 69.7 638.1756

2001 186.9 92.5 127.1 31.2 32.2 4.7 15.9 16.3 9.5 21.0 88.7 61.8 687.8642

2002 95.6 93.8 100.0 23.1 24.1 4.2 28.2 19.1 60.6 71.3 111.8 74.6 706.4

2003 27.5 160.8 163.7 50.7 15.1 0.0 0.7 32.3 16.4 15.6 36.2 102.9 621.9

2004 56.3 65.7 80.9 22.3 10.5 8.4 26.2 20.8 27.4 33.7 54.0 162.6 568.8

2005 133.1 74.9 119.1 42.5 13.5 0.0 6.1 16.7 33.3 106.9 37.1 125.9 709.1

2006 139.0 109.7 164.8 60.0 0.0 14.1 0.0 40.9 9.0 48.9 71.5 77.0 734.9

2007 111.5 73.8 108.8 24.3 6.1 0.0 2.2 0.0 2.9 31.5 57.6 103.9 522.55

2008 97.0 88.2 82.2 40.7 14.0 3.5 10.6 16.1 24.9 44.2 61.2 96.4 579.0

Media 125.4 111.6 118.7 41.6 12.5 5.2 10.6 16.1 24.9 44.2 61.2 96.4

D.Est 42.6 34.7 32.0 21.3 8.1 5.0 11.7 13.4 15.7 22.5 26.2 32.6

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) PAMPA CANGALLO TAMBILLO ALPACHACA CHIARA PAMPA CANGALLO PUTACCA promedio

PA PAAcum PA PAAcum PA PAAcum PA PAAcum PA PAAcum PA PAAcum

AÑO ENE FEB MAR ABR MAY JUN JUL AGO SEP OCT NOV DIC TOTAL 1992 909.4 909.4 595 595.1

1991 0.0 1993 977.1 977.1 1171.8 2081.2 874.3 874.3 0.0 0 1183 1778 1142.1 1.1

1992 0.0 1994 832.1 1809.2 669.2 2750.4 714.8 1589.1 0 0 797 2574 1744.6 1.7

1993 0.0 1995 739.8 2549.0 847.3 3597.7 657.1 2246.2 762 762 953 3528 2536.5 2.5

1994 0.0 1996 681.1 3230.1 970.6 4568.3 721.3 2967.5 756.3 1518.3 1109 4637 3384.2 3.4

1995 140.6 127.4 141.5 63.2 1.6 0.0 0.8 9.1 19.8 20.8 131.9 105.3 762.0 1997 951.1 4181.22 779.2 5347.5 722.4 3689.9 629.1 2147.4 1036 5673 4207.8 4.2

1996 218.8 175.4 146.3 58.6 0.0 1.0 3.8 5.5 29.5 21.4 22.6 73.4 756.3 1998 716.8 4898.02 676.7 6024.2 510.5 4200.4 635.3 2782.7 830 6503 4881.7 4.9

1997 163.0 104.1 70.6 21.2 13.3 0.0 2.6 46.7 36.7 9.1 59.4 102.4 629.1 1999 720.1 5618.12 792.4 6816.6 725.1884 4925.59 746.64 3529.34 1082 7586 5695.0 5.7

1998 163.2 155.7 127.6 17.3 1.2 13.3 0.0 1.5 6.3 40.4 46.0 62.8 635.3 2000 781.4 6399.55 946.5 7763.1 638.1756 5563.76 586.235 4115.575 1127 8713 6510.9 6.5

1999 98.0 225.9 144.1 70.0 2.6 1.7 6.2 0.0 58.2 32.9 39.7 67.3 746.6 2001 789.0 7188.52 791.6 8554.7 687.8642 6251.63 743.47 4859.05 905 9618 7294.4 7.3

2000 84.6 65.0 137.4 29.1 24.1 15.1 3.5 22.5 3.5 96.9 20.0 84.6 586.2 2002 827.8 8016.36 833.8572 9388.5572 706.437 6958.07 996.56 5855.60 1052 10670 8177.7 8.2

2001 195.0 81.8 218.8 37.1 39.8 7.3 11.8 8.1 15.7 39.8 59.8 28.6 743.5 2003 656.5 8672.87 771.2 10159.7572 621.9 7579.97 771.1 6626.70 722 11392 8886.2 8.9

2002 130.8 155.6 134.0 23.8 10.5 2.0 46.5 13.6 73.2 31.1 132.4 243.1 996.6 2004 675.8 9348.67 1312.2 11471.9572 568.8 8148.77 688.4 7315.10 639 12031 9663.0 9.7

2003 155.3 131.4 136.8 52.2 9.5 0.0 0.0 18.5 37.4 40.4 53.8 135.8 771.1 2005 638.8 9987.47 697.02 12168.9772 709.1 8857.87 580.7 7895.80 655 12686 10319.2 10.3

2004 56.8 170.5 131.1 27.3 2.8 9.8 10.9 8.4 37.1 44.1 69.7 119.9 688.4 2006 716.3 10703.82 790.6 12959.5772 734.9 9592.77 0 809 13495 9350.2 9.4

2005 80.9 67.1 120.8 38.6 0.1 0.0 4.1 34.4 43.9 43.0 29.3 118.5 580.7 2007 660.3 11364.07 773.7 13733.2772 522.55 10115.32 0 678 14173 9877.2 9.9

2006 0.0 2008 639.5 12003.59 867.1 14600.3772 578.9634 10694.28 0 856 15029 10465.4 10.5

2007 0.0

2008 0.0

Media 135.2 132.7 137.2 39.8 9.6 4.6 8.2 15.3 32.8 38.2 60.4 103.8

D.Est 50.6 50.3 34.1 18.3 12.4 5.8 13.3 14.4 21.2 22.4 38.8 55.6

PRECIPITACIONES PLUVIOMETRICAS MENSUALES (MM) PUTACCA


1992 67.4 131.3 51.1 17.2 0.0 11.8 23.2 64.6 10.3 100.0 40.0 78.2 595.1

1993 202.9 144.2 177.0 44.1 49.4 3.4 39.7 19.3 37.1 112.0 156.2 197.3 1182.6

1994 182.6 173.9 157.5 66.0 27.2 27.7 0.0 0.0 15.3 18.9 43.9 83.6 796.6

1995 149.4 248.6 169.8 56.1 1.6 6.0 11.6 5.2 27.8 37.9 127.5 111.7 953.2

1996 277.6 266.4 181.2 50.3 17.9 0.6 3.2 40.7 9.8 54.3 45.6 161.7 1109.3

1997 176.6 215.0 98.8 71.0 25.1 0.0 1.7 50.8 29.9 34.8 89.6 242.9 1036.2

1998 250.7 116.3 158.9 37.9 1.4 22.0 0.0 17.9 0.0 49.0 62.2 114.1 830.4

1999 175.7 213.1 200.3 129.4 8.2 7.6 10.1 0.7 57.8 122.4 37.3 119.6 1082.2

2000 163.8 308.1 175.8 25.3 55.6 62.7 23.2 13.9 13.7 84.1 41.7 158.9 1127.0

2001 199.8 124.9 224.4 31.2 56.3 12.6 18.9 9.1 16.5 20.0 105.1 86.5 905.4

2002 114.5 194.5 149.5 45.4 18.9 1.5 89.9 10.6 74.7 94.1 93.9 164.4 1051.9

2003 157.6 109.6 113.5 56.9 12.4 0.1 1.9 22.3 23.2 10.6 49.5 164.4 722.0

2004 36.0 130.0 119.5 20.4 10.0 18.1 10.7 16.0 57.3 47.4 35.3 138.2 638.9

2005 143.0 71.5 107.7 26.0 20.8 0.0 15.8 28.8 49.9 38.5 29.5 123.8 655.3

2006 143.8 138.9 117.3 70.6 3.2 7.4 0.0 35.2 13.3 67.5 122.9 88.9 809.0

2007 118.1 89.4 157.3 44.4 15.4 2.2 17.1 2.7 20.1 49.7 27.7 134.0 678.1

2008 160.4 144.7 148.1 49.4 21.3 11.2 16.1 19.9 28.0 58.2 68.6 129.9 855.8

MEDIA 151.1 165.6 148.1 49.4 21.3 11.2 16.1 19.9 28.0 58.2 68.6 129.9D.Est 68.2 63.7 41.0 25.7 18.0 15.1 21.2 18.2 20.0 32.4 38.4 47.8

ESTACION BASE ES LA ESTACION DE CHIARA

donde putacca necesita corregir y tambillo no necesita corregir

1.1 1.7 2.5 3.4 4.2 4.9 5.7 6.5 7.3 8.2 8.9 9.7 10.3 9.4 9.9 10.50

2000

4000

6000

8000

10000

12000

14000

16000

TAMBILLO

ALPA

CHIARA

CANGLLO

PUTACCA

estacion ficticia

Axis

Title

874.3 1589.1 2246.2 2967.5 3689.9 4200.4 4925.5884

5563.764 6251.6282

6958.0652

7579.9652

8148.7652

8857.8652

9592.7652

10115.3152

10694.2786

0

2000

4000

6000

8000

10000

12000

14000

16000

tambillo alpa canaga putacca

874.3 1589.1 2246.2 2967.5 3689.9 4200.4 4925.5884

5563.764 6251.6282

6958.0652

7579.9652

8148.7652

8857.8652

9592.7652

10115.3152

10694.2786

0

2000

4000

6000

8000

10000

12000

14000

16000

tambillo putacca

874.3 1589.1 2246.2 2967.5 3689.9 4200.4 4925.5884 5563.764 6251.6282 6958.0652 7579.9652 8148.7652 8857.8652 9592.7652 10115.3152

10694.2786

0

2000

4000

6000

8000

10000

12000

14000

16000

alpa canaga

ESTACION BASE CHIARA

PA E

STAC

ION

ES

presa, consistencia

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