Año CUEVA BLAN INCAHUASI LLAMA TOCMOCHE PORCULLA1965 679.5 1053.6 462.71966 423.5 185.4 266.61967 434 500 648.21968 271.5 36 2331969 523 789.2 1007.91970 583.5 435 5591971 829.5 909 912.11972 537.5 1053 1575.21973 687.5 994 1272.31974 638 251 428.51975 604.5 1267 1189.51976 420.5 528 2576.21977 369.5 913 847.51978 366.1 328 649.61979 399.5 578 631.91980 526.9 357.1 174 629.81981 616.4 401.5 472 1094.81982 641.9 447.6 829 1233.61983 1076.6 456 3599 1907.51984 1025.8 489 931 1371.41985 653.3 148.5 265 620.31986 892.4 438 394 1209.61987 620.8 373 1603 855.21988 732.2 515.2 569 1351.41989 722.7 580.5 1190 1555.11990 670.7 470 78 821.21991 435.4 195.5 26.9 850.21992 490.3 319.8 1447.6 1660.81993 867.3 699.3 874.5 1904.21994 620.8 518 204.4 888.61995 711.9 418.9 152.7 694.11996 595.1 343 249 8171997 495.9 338.3 698 809.21998 969.2 599.1 1481.4 2696 1282.31999 944 591.9 1115 1085 1862.32000 813.9 719.1 1156.1 1078.5 1399.32001 735.3 702.5 1095.7 1309 798.92002 797 644.9 836.7 1060 601.82003 620.4 488.9 608.8 273 421.12004 540.8 441.6 516.8 473 338.52005 574.6 403.5 777 432 519.32006 785.7 719.4 827.7 450.7 817.82007 810 566 608 377.5 502.12008 1057.9 863.3 1317.3 1600.6 1438.22009 731.8 765 1010 1022.82010 891.3 684.5 816.3 793.92011 870.1 698.2 447.9 658

2012 1034.8 812.4 1295.9 1063.2

Id Estación No Años D.E. Obs. Coef. Variaci Media Obs. Media Calcul Media DesvíoD.E. DesvíosCUEVA BLAN 33 176.8 0.237 744.6 624 0.135 0.245INCAHUASI 48 165.3 0.318 520.4 474.2 0.097 0.318LLAMA 11 314 0.334 940 768.2 0.055 0.104TOCMOCHE 48 660.1 0.834 791.3 993 -0.203 0.467PORCULLA 48 491.8 0.502 980.3 1045.5 -0.062 0.316

HomogeneidaCorrel. /Vect Lin. a priori Lin. a post. Proporcional Calidad(/10) Evaluación(/10)0.25 0.81 0.3 0.24 0.1235 8 7.2

0 0.621 0.26 0.37 0.1653 6.6 6.60.978 0.975 0.31 0.11 0.0586 9.5 9.50.837 0.821 0.94 0.8 0.4063 0.8 0.8

0 0.746 0.33 0.33 0.1593 6.8 6.8

Año Vector No EstacioneSuma Vector Media DesvíoD.E. Desvíos1965 0.995 3 -0.005 -0.017 0.4091966 0.449 3 -0.555 -0.005 0.3181967 0.665 3 -0.89 0.014 0.1741968 0.263 3 -1.627 0.014 0.2231969 0.954 3 -1.673 0 0.1261970 0.74 3 -1.933 -0.005 0.3531971 1.184 3 -1.749 -0.005 0.4041972 1.233 3 -1.516 0 0.1951973 1.311 3 -1.205 -0.088 0.2031974 0.677 3 -1.528 -0.007 0.4821975 1.229 3 -1.298 0 0.0651976 1.306 3 -0.992 -0.012 0.841977 0.836 3 -1.156 0 0.061978 0.596 3 -1.56 -0.021 0.1851979 0.618 3 -1.942 0.059 0.1321980 0.601 4 -2.341 -0.008 0.2571981 0.883 4 -2.458 -0.043 0.2271982 0.997 4 -2.462 0 0.1261983 1.901 4 -1.56 0.133 0.9861984 1.213 4 -1.347 0.018 0.2761985 0.567 4 -1.78 -0.012 0.311986 1.02 4 -1.76 -0.043 0.3821987 1.032 4 -1.728 0.021 0.3341988 1.086 4 -1.641 -0.055 0.281989 1.267 4 -1.374 0 0.1291990 0.753 4 -1.621 -0.021 0.3931991 0.474 4 -2.147 0.013 0.3041992 1.125 4 -2.022 0.001 0.4011993 1.419 4 -1.602 -0.028 0.3381994 0.859 4 -1.743 -0.073 0.3531995 0.705 4 -2.038 0.005 0.3631996 0.723 4 -2.315 -0.046 0.2641997 0.746 4 -2.569 0 0.0391998 1.761 5 -1.808 -0.024 0.551999 1.499 5 -1.309 -0.082 0.2492000 1.42 5 -0.889 -0.07 0.1722001 1.27 5 -0.62 -0.036 0.2592002 1.119 5 -0.5 -0.045 0.2762003 0.737 5 -0.764 -0.037 0.312004 0.673 5 -1.091 -0.019 0.232005 0.801 5 -1.29 -0.058 0.242006 1.096 5 -1.194 -0.078 0.3782007 0.84 5 -1.354 -0.011 0.3682008 1.644 5 -0.711 0 0.152009 1.086 4 -0.625 0.11 0.2752010 1.115 4 -0.51 -0.002 0.3232011 0.991 4 -0.519 -0.004 0.452

2012 1.519 4 0 -0.095 0.298

Resultados del Vector:Iteraciones 2NoVal entradas 188NoVal filtradas 100Media Vector 1D.E. Vector 0.351Coef. Variación 0.351Homogeneidad B.M. 0.563Coef. Autocorrelación 0.293Media Desvíos -0.016Media Abs. Desvíos 0.257D.E. Desvíos 0.344Lin. a priori 0.279Lin. a post. 0.403Desvío Abs. Global 0.35

1964 1969 1974 1979 1984 1989 1994 1999 2004 20090

0.5

1

1.5

2

2.5

3

3.5

4Indices anuales del Vector y de las Estaciones (Brunet Moret)

CUEVA BLANCA

INCAHUASI

LLAMA

TOCMOCHE

PORCULLA

Vector

Lím. Inf.

Lím. Sup.

Año

Indi

ces

Año Vector Lím. Inf. Lím. Sup. CUEVA BLAN INCAHUASI LLAMA TOCMOCHE1965 0.995 0.796 1.244 1.433 1.0611966 0.449 0.36 0.562 0.893 0.1871967 0.665 0.532 0.832 0.915 0.5041968 0.263 0.211 0.329 0.572 0.0361969 0.954 0.763 1.192 1.103 0.7951970 0.74 0.592 0.925 1.23 0.4381971 1.184 0.947 1.48 1.749 0.9151972 1.233 0.987 1.542 1.133 1.061973 1.311 1.049 1.639 1.45 1.0011974 0.677 0.541 0.846 1.345 0.2531975 1.229 0.984 1.537 1.275 1.2761976 1.306 1.045 1.633 0.887 0.5321977 0.836 0.669 1.045 0.779 0.9191978 0.596 0.477 0.745 0.772 0.331979 0.618 0.494 0.772 0.842 0.5821980 0.601 0.481 0.752 0.844 0.753 0.1751981 0.883 0.706 1.103 0.988 0.847 0.4751982 0.997 0.797 1.246 1.029 0.944 0.8351983 1.901 1.521 2.376 1.725 0.962 3.6241984 1.213 0.971 1.517 1.644 1.031 0.9381985 0.567 0.454 0.709 1.047 0.313 0.2671986 1.02 0.816 1.275 1.43 0.924 0.3971987 1.032 0.826 1.29 0.995 0.787 1.6141988 1.086 0.869 1.358 1.173 1.086 0.5731989 1.267 1.014 1.584 1.158 1.224 1.1981990 0.753 0.603 0.942 1.075 0.991 0.0791991 0.474 0.379 0.593 0.698 0.412 0.0271992 1.125 0.9 1.406 0.786 0.674 1.4581993 1.419 1.135 1.774 1.39 1.475 0.8811994 0.859 0.687 1.074 0.995 1.092 0.2061995 0.705 0.564 0.881 1.141 0.883 0.1541996 0.723 0.578 0.904 0.954 0.723 0.2511997 0.746 0.597 0.933 0.795 0.713 0.7031998 1.761 1.409 2.202 1.553 1.263 1.928 2.7151999 1.499 1.199 1.874 1.513 1.248 1.451 1.0932000 1.42 1.136 1.774 1.304 1.516 1.505 1.0862001 1.27 1.016 1.587 1.178 1.481 1.426 1.3182002 1.119 0.895 1.399 1.277 1.36 1.089 1.0672003 0.737 0.589 0.921 0.994 1.031 0.792 0.2752004 0.673 0.538 0.841 0.867 0.931 0.673 0.4762005 0.801 0.641 1.001 0.921 0.851 1.011 0.4352006 1.096 0.877 1.37 1.259 1.517 1.077 0.4542007 0.84 0.672 1.05 1.298 1.193 0.791 0.382008 1.644 1.315 2.054 1.695 1.82 1.715 1.6122009 1.086 0.869 1.357 1.173 1.613 1.0172010 1.115 0.892 1.394 1.428 1.443 0.8222011 0.991 0.793 1.239 1.394 1.472 0.451

2012 1.519 1.215 1.898 1.658 1.713 1.305

PORCULLA0.4430.255

0.620.2230.9640.5350.8721.5071.217

0.411.1382.4640.8110.6210.6040.6021.047

1.181.8241.3120.5931.1570.8181.2931.4870.7850.8131.5881.821

0.850.6640.7810.7741.2261.7811.3380.7640.5760.4030.3240.4970.782

0.481.3760.9780.7590.629

1.017

0 5 10 15 20 25 30 35 40 450

10

20

30

40

50

60Suma de los índices anuales del Vector y de las Estaciones

CUEVA BLANCA

INCAHUASI

LLAMA

TOCMOCHE

PORCULLA

Vector

Esta

cion

es

Año Vector CUEVA BLAN INCAHUASI LLAMA TOCMOCHE PORCULLA1965 1 2.43 4.06 4.441966 1.44 3.33 4.25 4.71967 2.11 4.24 4.75 5.321968 2.37 4.81 4.79 5.541969 3.33 5.92 5.58 6.51970 4.07 7.15 6.02 7.041971 5.25 8.9 6.94 7.911972 6.48 10.03 8 9.421973 7.8 11.48 9 10.631974 8.47 12.82 9.25 11.041975 9.7 14.1 10.53 12.181976 11.01 14.99 11.06 14.651977 11.84 15.76 11.98 15.461978 12.44 16.54 12.31 16.081979 13.06 17.38 12.89 16.681980 13.66 13.9 18.13 13.06 17.291981 14.54 14.89 18.98 13.54 18.331982 15.54 15.92 19.92 14.37 19.511983 17.44 17.64 20.88 18 21.341984 18.65 19.29 21.92 18.94 22.651985 19.22 20.34 22.23 19.2 23.241986 20.24 21.77 23.15 19.6 24.41987 21.27 22.76 23.94 21.21 25.221988 22.36 23.93 25.02 21.79 26.511989 23.63 25.09 26.25 22.99 281990 24.38 26.17 27.24 23.06 28.781991 24.85 26.86 27.65 23.09 29.61992 25.98 27.65 28.33 24.55 31.181993 27.4 29.04 29.8 25.43 331994 28.26 30.03 30.89 25.64 33.851995 28.96 31.18 31.78 25.79 34.521996 29.68 32.13 32.5 26.04 35.31997 30.43 32.92 33.21 26.74 36.071998 32.19 34.48 34.48 34.36 29.46 37.31999 33.69 35.99 35.72 35.81 30.55 39.082000 35.11 37.29 37.24 37.32 31.64 40.422001 36.38 38.47 38.72 38.74 32.96 41.182002 37.5 39.75 40.08 39.83 34.02 41.762003 38.24 40.74 41.11 40.62 34.3 42.162004 38.91 41.61 42.04 41.3 34.77 42.492005 39.71 42.53 42.9 42.31 35.21 42.982006 40.81 43.79 44.41 43.38 35.66 43.772007 41.65 45.09 45.61 44.18 36.04 44.252008 43.29 46.78 47.43 45.89 37.66 45.622009 44.37 47.96 49.04 38.67 46.62010 45.49 49.39 50.48 39.49 47.362011 46.48 50.78 51.95 39.95 47.99

2012 48 52.44 53.67 41.25 49

Año Vector CUEVA BLAN INCAHUASI LLAMA TOCMOCHE PORCULLA1965 1 0.44 0.07 -0.551966 0.45 0.44 -0.26 -0.191967 0.67 0.25 -0.16 -0.051968 0.26 0.31 -0.23 -0.041969 0.95 0.15 -0.16 0.011970 0.74 0.49 -0.3 -0.211971 1.18 0.57 -0.27 -0.311972 1.23 -0.1 -0.17 0.271973 1.31 0.14 -0.31 -0.091974 0.68 0.67 -0.42 -0.271975 1.23 0.05 0.05 -0.091976 1.31 -0.42 -0.77 1.161977 0.84 -0.06 0.08 -0.031978 0.6 0.18 -0.27 0.031979 0.62 0.22 -0.04 -0.011980 0.6 0.24 0.15 -0.43 01981 0.88 0.11 -0.04 -0.41 0.161982 1 0.03 -0.05 -0.16 0.181983 1.9 -0.18 -0.94 1.72 -0.081984 1.21 0.43 -0.18 -0.28 0.11985 0.57 0.48 -0.25 -0.3 0.031986 1.02 0.41 -0.1 -0.62 0.141987 1.03 -0.04 -0.25 0.58 -0.211988 1.09 0.09 0 -0.51 0.211989 1.27 -0.11 -0.04 -0.07 0.221990 0.75 0.32 0.24 -0.67 0.031991 0.47 0.22 -0.06 -0.45 0.341992 1.13 -0.34 -0.45 0.33 0.461993 1.42 -0.03 0.06 -0.54 0.41994 0.86 0.14 0.23 -0.65 -0.011995 0.71 0.44 0.18 -0.55 -0.041996 0.72 0.23 0 -0.47 0.061997 0.75 0.05 -0.03 -0.04 0.031998 1.76 -0.21 -0.5 0.17 0.95 -0.531999 1.5 0.01 -0.25 -0.05 -0.41 0.282000 1.42 -0.12 0.1 0.09 -0.33 -0.082001 1.27 -0.09 0.21 0.16 0.05 -0.512002 1.12 0.16 0.24 -0.03 -0.05 -0.542003 0.74 0.26 0.29 0.06 -0.46 -0.332004 0.67 0.19 0.26 0 -0.2 -0.352005 0.8 0.12 0.05 0.21 -0.37 -0.32006 1.1 0.16 0.42 -0.02 -0.64 -0.312007 0.84 0.46 0.35 -0.05 -0.46 -0.362008 1.64 0.05 0.18 0.07 -0.03 -0.272009 1.09 0.09 0.53 -0.07 -0.112010 1.12 0.31 0.33 -0.29 -0.362011 0.99 0.4 0.48 -0.54 -0.36

2012 1.52 0.14 0.19 -0.21 -0.5

Año Vector CUEVA BLAN INCAHUASI LLAMA TOCMOCHE PORCULLA1965 0.995 1.44 1.066 0.4451966 0.449 1.987 0.415 0.5671967 0.665 1.376 0.757 0.9321968 0.263 2.175 0.138 0.8471969 0.954 1.156 0.833 1.0111970 0.74 1.663 0.592 0.7231971 1.184 1.477 0.773 0.7371972 1.233 0.919 0.86 1.2211973 1.311 1.106 0.764 0.9281974 0.677 1.988 0.374 0.6061975 1.229 1.037 1.038 0.9251976 1.306 0.679 0.407 1.8861977 0.836 0.932 1.099 0.9691978 0.596 1.296 0.554 1.0431979 0.618 1.364 0.942 0.9781980 0.601 1.404 1.252 0.291 1.0021981 0.883 1.119 0.959 0.539 1.1871982 0.997 1.032 0.947 0.838 1.1841983 1.901 0.908 0.506 1.906 0.961984 1.213 1.355 0.85 0.773 1.0811985 0.567 1.846 0.552 0.47 1.0461986 1.02 1.402 0.906 0.389 1.1341987 1.032 0.964 0.762 1.564 0.7921988 1.086 1.08 1 0.528 1.191989 1.267 0.914 0.966 0.946 1.1741990 0.753 1.427 1.315 0.104 1.0431991 0.474 1.471 0.869 0.057 1.7141992 1.125 0.698 0.599 1.296 1.4121993 1.419 0.979 1.039 0.62 1.2831994 0.859 1.158 1.272 0.24 0.9891995 0.705 1.618 1.253 0.218 0.9421996 0.723 1.319 1 0.347 1.0811997 0.746 1.065 0.956 0.942 1.0371998 1.761 0.882 0.717 1.095 1.541 0.6961999 1.499 1.009 0.833 0.968 0.729 1.1882000 1.42 0.919 1.068 1.06 0.765 0.9432001 1.27 0.928 1.167 1.123 1.038 0.6022002 1.119 1.141 1.215 0.973 0.954 0.5142003 0.737 1.35 1.4 1.076 0.373 0.5472004 0.673 1.288 1.384 1 0.708 0.4812005 0.801 1.15 1.063 1.263 0.543 0.622006 1.096 1.149 1.384 0.983 0.414 0.7142007 0.84 1.546 1.421 0.942 0.453 0.5722008 1.644 1.032 1.108 1.043 0.981 0.8372009 1.086 1.08 1.486 0.937 0.9012010 1.115 1.281 1.294 0.737 0.6812011 0.991 1.407 1.486 0.455 0.635

2012 1.519 1.092 1.128 0.859 0.67

Id Estación No Años Tgte Inf. Tgte Sup. Pendiente InfPendiente SuDesvío Rieles Desvío Inf.CUEVA BLAN 33 1964-2011 1983-2001 681.7 686.2 4.23 1.29INCAHUASI 48 1975-2012 1964-1999 490 488.8 4.67 3.06LLAMA 11 1964-2005 1964-1997 779.8 768.2 0.48 0.45TOCMOCHE 48 1983-1987 1981-1996 833.1 819.7 9.82 2.88PORCULLA 48 1993-1997 1975-2012 1057.9 1005.2 4.64 4.79

Desvío Sup. Desvío Esperado1.39 0.68

3.1 1.060.6 0.18

2.57 0.734.12 0.86