Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
CÁLCULOS Y RESULTADOS RESULTADOS
CUADRO Nº01 ESTACION DE ANTA
AÑO
ENE FEB 171.2 0 67.00 1953 102.8 169.0 0 0 1954 128.5 0 1955 97.90 1956
66.0 66.000 95.3 95.300 113.7 0 1957 73.30 147.1 0 195 40.40 113.3 123.8 0 0 1959 148.3 0 65.60 1960 121.5 122.9 0 0 1961 153.4 121.7 0 0 196! 109.0 0 1963 54.90
1964
MAR 117.1 0 147.5 0 148.5 0 121.7 0 157.7 0 155.8 0 105.0 0 137.8 0 182.5 0 198.7 0 125.5 0 142.4 0
ABR MAY JUN 46.20 30.20 5.40 78.40 25.40 0.80 84.80 34.40 0.00 69.90 22.70 0.60 85.30 24.30 0.60 94.50 74.40 0.30 119.7 0 32.80 0.90 113.4 0 31.90 3.70 80.60 14.20 0.40 117.6 0 11.80 0.90 100.7 0 34.20 8.50
57.7 57.700 76.3 76.300 49.40 22.40 0.00 104.4 0 53.40 67.80 43.50 20.50 0.00 1965 171.6 197.2 0 0 44.10 22.90 1.40 1966 94.10
1967
78.7 78 .700 52 52.9 .900 96 96.7 .700 113.5 48.800 19.3 19.300 0 196 48.8 135.8 101.8 0 84.80 0 1969 134.9 184.2 0 0 1970 70.60 136.0 195.0 250.0 0 0 0 1971 112.0 133.7 0 73.00 0 197! 155.2 109.0 141.0 0 0 0 1973 123.0 165.0 225.0 0 0 0 1974 149. 9.00 91 91.0 .000 93 93.0 .000 1975 14 HIDROLOGIA
()
18.1 18 .100 10.40 .40 0.10 .10 67.80
7.10
1.10
AG JUL O SET 27.5 0.10 0.10 0 22.2 0.30 1.80 0 15.3 0.00 4.30 0 20.0 0.00 1.60 0 27.6 0.00 0.70 0 10.5 0.00 1.20 0 13.5 0.20 9.40 0 24.7 0.10 1.00 0 19.8 0.00 0.40 0 16.4 0.00 0.50 0 12.8 5.30 0 7.60 10.3 6.20 1.70 0 38.6 0.50 0.40 0 10 . 22.1 3 4.00 0 11.0 0.40 .40 0 9.70 17.9 0.80 6.20 0
DIC
TOTA L
PRO M
OCT
NOV
70.60
134.5 0 52.20 722.10 60.1
57.60 50.90 65.50 722.20 60.1 32.90 25.00 72.00 643.60 53.6 29.80
6.50
8.10
442.20 36.8
78.00 24.20 54.30 639.70 53.3 61.00
8.00
38.60 631.80 52.6 148.7 77.20 35.40 0 779.90 64.9 39.90 64.00 33.60 664.00 55.3 118.7 119.7 21.00 0 0 801.70 66.8 38.80 46.10 53.40 759.30 63.2 116.8 39.70 91.90 0 706.90 58.9 41.60 56.80 31.00 495.80 41.3 62.40 34.10 83.00 508.60 42.3 105.8 0 43.10 55.50 761.80 69.2 100.8 0 27.40 27.80 434.00 36.1
61.00 32.30 39.40 415.20 34.6 199.2 97.20 48.10 7.90 1.70 6.20 5.70 47.90 81.30 0 817.60 68.1 46.3 40.10 1.10 0.10 0.00 6.10 0 64.20 56.20 81.50 685.30 57.1 78.00 20.30 0.00 0.00 4.00 7.90 16.0 90.00 18.00 1.00 4.00 2.00 0 37.0 64.0 11.00 1.00 0 0.00 0.00 0 142.0 19.0 26.0 63.00 0 3.00 00..00 0 0 75.0 75 .000 12.00 .00 12 12.0 .0 0.00 .00 5.00 .00 49 49.6 .6
21.50 28.30 92.60 833.60 69.4 17.00 38.00 74.00 578.70 48.2 117.0 54.00 37.00 0 726.20 60.5 54.20 39.90 44.00 904.10 75.3 96 96.0 .000 14 1433.0 37.00 7.00 76 7622.60 .60 63.5
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
0
0
0
0
168.5 0 93.40 25.60 25.50 0.00 0.00 0.00 8.00 1976 85.30 184.6 48.0 0 40.80 29.60 37.30 0.00 2.80 0.00 0 1977 58.20 130.0 179.0 15.0 49.0 0 0 57.00 11.00 0.00 0.00 0 0 197 67.00 43.0 .00 0 1979 64.00 55.00 64.00 32.00 7.00 3.00 0.20 0.00 205.0 135.2 16.5 0 0 37.80 0.00 0.00 00..30 0 0.00 190 67.00 142.0 0 84.50 49.20 33.10 0.20 1.40 1.40 3.30 191 80.80 138.0 106.8 0 0 52.00 0.00 0.00 0.00 2.00 7.00 19! 51.10 128.7 16.2 14.8 91.600 37.3 37.300 0 72.00 44 44.30 0 0.00 0.00 0 193 91.6 280.0 214.6 30.0 0 0 70.20 37.10 0.00 0.00 0.00 0 194 81.60 12.0 68.3 24.0 .000 86 86.0 .000 34 34.4 .400 70 70.0 .000 23.00 .00 0.00 .00 0.00 .00 0 0 195 24 118.0 115.2 0 84.20 64 64.00 0 17.00 0.00 0.00 8.00 1.80 196 146.1 139.8 24.3 0 90.00 0 78.60 23.30 0.00 0.00 0.00 0 197 137.3 137.8 106.0 22.2 0 0 76.40 0 14.20 0.00 0.00 2.00 0 19 135.0 122.8 136.6 122.0 26.4 0 0 0 0 19.00 3.00 0.00 8.00 0 199 101.0 17.0 0 79.70 39 39.20 7.60 0 0.00 0.00 6.00 1990 79.70 211.0 52.800 59.5 59.500 0 34.50 21.50 0.00 0.00 0.00 7.50 1991 52.8 100.1 12.300 79.0 79.000 0 65.70 12.80 9.00 1.00 6.10 6.70 199! 12.3 131.4 128.0 174.4 105.8 65.5 0 0 0 0 18.10 2.00 0.00 0.00 0 1993 115.0 131.8 23.2 MEDI 9 9 69.04 24.73 3.32 0.63 4.16 0 A 94.91 18.1 9.54 51.35 .35 50 50.8 .800 30 30.0 .055 23 23.7 .700 6.91 6.91 1.45 .45 5.1 5.12 0 DESV 39.54
20.20 13.90 48.20 488.60 40.7 121.0 30.60 0 59.00 611.90 50.9 41.00 44.00 48.00 641.00 53.4 0.00 36.00 33.00 337.20 28.1 140.0 113.0 100.0 0 0 0 814.80 67.9 26.20 65.30 79.90 567.30 47.2 147.0 100.4 0 0 67.00 671.30 55.9 111.8 40.10 58.80 0 615.60 51.3 60.30 31.90 84.90 890.60 74.2 9.00
22.30 78.00 427.00 35.5
23.90 54.40 85.30 571.80 47.6 2.00
59.00 75.00 638.10 53.1
41.30 88.70 63.70 689.60 57.4 126.0 0 24.00 69.05 791.85 65.9 124.5 0 99.80 74.40 628.90 52.4 88.60 41.50 63.60 580.50 48.3 56.60 20.50 10.10 379.90 31.6 211.3 66.40 93.20 0 996.10 83.0 56.50 56.35 73.35 36.25 35.75 42.65
CUADRO Nº0! ESTACION DE C"ANCOS AÑO
ENE
FEB
MAR
ABR
MAY
JU N
172.1 0 28.70 93.30 0.40 0.00 5.80 1953 193.0 157.9 0 0 57.40 53.90 12.20 0.00 1954 113.6 191.1 0 0 43.10 5.50 0.00 1955 21.30 HIDROLOGIA
()
JUL AGO SET
OCT
NOV
DIC
TOTAL
0.00
0.00
0.00 31.50 50.20 38.00
420.00
0.00
0.00
8.60 71.70 58.10 21.50
634.30
0.00
0.00
7.90 29.40 15.80 10.70
438.40
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
0
0
0
0
168.5 0 93.40 25.60 25.50 0.00 0.00 0.00 8.00 1976 85.30 184.6 48.0 0 40.80 29.60 37.30 0.00 2.80 0.00 0 1977 58.20 130.0 179.0 15.0 49.0 0 0 57.00 11.00 0.00 0.00 0 0 197 67.00 43.0 .00 0 1979 64.00 55.00 64.00 32.00 7.00 3.00 0.20 0.00 205.0 135.2 16.5 0 0 37.80 0.00 0.00 00..30 0 0.00 190 67.00 142.0 0 84.50 49.20 33.10 0.20 1.40 1.40 3.30 191 80.80 138.0 106.8 0 0 52.00 0.00 0.00 0.00 2.00 7.00 19! 51.10 128.7 16.2 14.8 91.600 37.3 37.300 0 72.00 44 44.30 0 0.00 0.00 0 193 91.6 280.0 214.6 30.0 0 0 70.20 37.10 0.00 0.00 0.00 0 194 81.60 12.0 68.3 24.0 .000 86 86.0 .000 34 34.4 .400 70 70.0 .000 23.00 .00 0.00 .00 0.00 .00 0 0 195 24 118.0 115.2 0 84.20 64 64.00 0 17.00 0.00 0.00 8.00 1.80 196 146.1 139.8 24.3 0 90.00 0 78.60 23.30 0.00 0.00 0.00 0 197 137.3 137.8 106.0 22.2 0 0 76.40 0 14.20 0.00 0.00 2.00 0 19 135.0 122.8 136.6 122.0 26.4 0 0 0 0 19.00 3.00 0.00 8.00 0 199 101.0 17.0 0 79.70 39 39.20 7.60 0 0.00 0.00 6.00 1990 79.70 211.0 52.800 59.5 59.500 0 34.50 21.50 0.00 0.00 0.00 7.50 1991 52.8 100.1 12.300 79.0 79.000 0 65.70 12.80 9.00 1.00 6.10 6.70 199! 12.3 131.4 128.0 174.4 105.8 65.5 0 0 0 0 18.10 2.00 0.00 0.00 0 1993 115.0 131.8 23.2 MEDI 9 9 69.04 24.73 3.32 0.63 4.16 0 A 94.91 18.1 9.54 51.35 .35 50 50.8 .800 30 30.0 .055 23 23.7 .700 6.91 6.91 1.45 .45 5.1 5.12 0 DESV 39.54
20.20 13.90 48.20 488.60 40.7 121.0 30.60 0 59.00 611.90 50.9 41.00 44.00 48.00 641.00 53.4 0.00 36.00 33.00 337.20 28.1 140.0 113.0 100.0 0 0 0 814.80 67.9 26.20 65.30 79.90 567.30 47.2 147.0 100.4 0 0 67.00 671.30 55.9 111.8 40.10 58.80 0 615.60 51.3 60.30 31.90 84.90 890.60 74.2 9.00
22.30 78.00 427.00 35.5
23.90 54.40 85.30 571.80 47.6 2.00
59.00 75.00 638.10 53.1
41.30 88.70 63.70 689.60 57.4 126.0 0 24.00 69.05 791.85 65.9 124.5 0 99.80 74.40 628.90 52.4 88.60 41.50 63.60 580.50 48.3 56.60 20.50 10.10 379.90 31.6 211.3 66.40 93.20 0 996.10 83.0 56.50 56.35 73.35 36.25 35.75 42.65
CUADRO Nº0! ESTACION DE C"ANCOS AÑO
ENE
FEB
MAR
ABR
MAY
JU N
172.1 0 28.70 93.30 0.40 0.00 5.80 1953 193.0 157.9 0 0 57.40 53.90 12.20 0.00 1954 113.6 191.1 0 0 43.10 5.50 0.00 1955 21.30 HIDROLOGIA
()
JUL AGO SET
OCT
NOV
DIC
TOTAL
0.00
0.00
0.00 31.50 50.20 38.00
420.00
0.00
0.00
8.60 71.70 58.10 21.50
634.30
0.00
0.00
7.90 29.40 15.80 10.70
438.40
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo” 1956
1957
0.00 .00 11.7 11.700
195 42.80 1959 79.00 1960
176.2 0
1961 94.20 196!
105.1 0
185.0 192.0 185 0 0 333.3 70.5 70.500 0 107.0 0 46.20 164.0 115.4 0 0 157.9 19.40 0 189.5 0 60.30 175.3 91.70 0
47.40 97.20 72.90 120.3 40.7 40.700 40.1 40.100 0 1964 91.70 44.30 92.90 1965 151.8 208.9 0 0 1966 41.30 69.20 11.50 83.20 1967 24.90 79.20 89.30 196 1963
80.80 43.70 96.00 216.9 22.5 22.500 94.8 94.800 0 1970 158.6 110.0 179.2 0 0 0 1971 142.2 79.0 79.000 49.2 49.200 0 197! 110.0 100.9 0 0 75.90 1973 154.9 121.5 209.6 0 0 0 1974 120.1 0 68.10 1975 95.40 201.7 0 89.30 1976 62.00 101.4 137.3 0 0 10.90 1977 135.5 66.2 66.200 54.7 54.700 0 197 108.1 49.3 49.300 24.3 24.300 0 1979 190.1 170.7 0 0 190 54.00 1969
55.90
9.10
1.80
98.40 4.90 0.00 161.0 0 76.50 3.60 94.20 24.30 0.00 151.9 0 0.00 0.00
0.00
0.00 18 1 8.20 3.40
3.00
7.30
475.70 724.70
0.00
0.00
114.8 0.00 0 57.70 33.40
0.00
0.00
8.50 44.30
0.00
496.00
0.00
0.00
0.00 40.10 73.90 58.00
648.90
0.00
0.00
565.60 537.80 567.10
6.10
22.50 6.70 0.00 107.5 0 22.50 0.00
0.00
0.00
4.90 14.60 19.40 21.30 121.5 0.00 0.00 43.10 0
0.00
0.00
0.00
95.90 34.00 0.00
8.50
0.00
9.10
46.20 10.30 106.4 0.00 27.90 77.70 0
568.50
57.70 37.10 0.00 18.20 0.00 0.00
0.00 0.00
0.00 0.00 17.00 6.70 3.00 0.00 49.20 26.10 49.20 49.20
322.60 420.80
17.00 12.10 0.00 3.00 6.50 0.00 78.30 8.50 0.00
5.40 0.00 0.00
0.00 9.70 0.00
615.70 250.30 398.00
38.90 35.80 0.00 27.30
0.00
0.00
7.90 63.80 40.70 66.80 0.00 58.80 5.40 3.00 7.90 60.70 7.90 41.30 142.1 0.00 28.50 43.70 0
509.50
0.00
0.00
0.00 47.40 34 34.70 41.50 69.90
555.00
77.20 16.40 0.00
0.00
9.70 13.90 33. 33.40 45.00 28.60
672.00
72.90 20.70 0.00
5.50
1.20 11.60
52.20 68.00
502.50
31.60
0.00
0.00 19.50 62. 62.00 67.50 93.60
561.00
0.00
0.00
0.00
7.90
624.70
0.00
0.00 22. 22.50 26 26.80 45.50 42.50
526.70
0.00
0.00
0.00
0.00
0.00
0.00
6.10
401.00
33.40 14.60 0.00 129.4 0 15.80 0.00
0.00
0.00
0.00
3.60
57.10 75.40
433.70
0.00 14.00 32.20 29.20 18.80 27.90
523.70
0.00
0.00
0.00
0.00
0.00
251.70
41.90
0.00
0.00
0.00
68.70
721.10
191
75.90 22.50 55.30 73.00
3.60
0.00
1.10
10.30
436.80
19! 193
75.90 22.50 55.30 73.00 3.60 0.00 0.00 122.1 59.80 150.0 162.9 110.1 19. 19.40 0.00
86.80 117.9
592.40 865.50
HIDROLOGIA
()
94.20 13.40 0.00 105.8 0 0.00 0.00 35.20
6.70
0.00 12 12.80 4. 4.90
0.00
5.50
0.00
0.00 24 24.30 3.20 42.50 108.2 0.00 0.00 0 87.50 129.5 0.00 7.30 58.30 0 128.2 147.1 0.00 0.00 0 0 0.00 6.10 27.30 89.90
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
0
194 195 196 197 19 199 1990 1991 199! 1993
MEDI A DESV
0 0 0 245.1 77.3 77.300 71.0 71.000 0 71.50 30.40 10.30 82.10 99.00 13.40 15.20 151.3 0 85.10 91.20 79.60 0.00 142.2 127.7 117.9 107.0 0 0 0 0 0.00 122.1 140.4 0 0 86.20 99.60 55.90 141.5 153.1 165.6 172.6 0 0 0 0 57.10 113.0 190.9 0 44.40 0 31.00 0.00 107.6 158.0 51.1 51.100 40.1 40.100 0 0 22.50 49.20 76.60 24.30 94.20 41.30 105.8 113.2 254.5 127.3 0 0 0 0 32.70 127.6 84.94 93.61 8 73.41 18.43 49.29 53.25 68.72 48.03 23.33
0 0.00 0.00
0.00 0.00 0.00
9.00 7.40 69.90 32.80 68.10 0.00 67.50 0.00 12.20 71.10 128.3 7.90 0.00 27.90 36.50 0
0.00
607.80
0.00
0.00
0.00
596.90
0.00
0.00
0.00
0.00
0.00
17.00 0.0 0.00
1.80 16.40 91. 91.70 35.80 72.50 104.0 0.00 7.30 95.90 0 37.00
0.00 9.10
0.00 0.00
0.00 0.00
14.00 0.00 1.72 4.67
0.00
1.20
42.50 58.40 108.1 0.00 27.30 48.60 0
0.00 0.00 29.20 68.60 0.00 21.30 52.30 4.90 169.0 0.00 24.30 93.60 68.00 0
0.29 1.19
682.50 370.80
688.20 908.10 640.50 477.10 373.20 1002.4 0
1.83 10.38 38.79 46.12 54.23 4.00 15.34 35.16 33.17 43.68
CUADRO Nº03 ESTACION DE CARA# AÑO 1953 1954 1955 1956 1957 195 1959 1960 1961 196! 1963 1964 1965 1966 1967 196 1969 1970 1971 197! 1973 1974 1975
ENE 56.20 23.30 18.20 0.00 0.00 1.80 23.70 8.50 17.00 7.30 1.80 15.80 31.60 18.20 13.90 6.60 44.90 11.50 23.10 28.50 45.60 38.30 24.90
FEB 14.50 54.50 86.30 36.60 20.90 33.40 97.20 0.00 0.00 18.60 6.10 10.30 8.50 57.10 15.10 23.00 9.70 57.80 35.30 17.60 56.50 53.50 13.40
MAR 51.20 70.50 83.20 34.60 117 117.60 35.20 79.00 30.40 58.30 107 107.60 67.40 58.30 15.60 96.60 16.40 39.40 40.10 127.10 115.40 86.30 22.50 208 208.40 20.00
ABR 0.00 9.40 12.50 10.30 32. 32.80 37.70 27.30 10 100.80 8.50 65. 65.60 57.70 11.50 6.10 0.00 0.00 0.00 15.20 12.80 24.30 18.50 0.00 23. 23.70 20.70
MAY 0.00 0.70 0.00 4.30 0.00 19.40 7.90 0.00 0.00 12.50 0.00 3.00 0.00 1.80 0.00 0.00 4.20 0.00 4.90 0.00 0.00 4.30 0.00
HIDROLOGIA
()
JUN 1.40 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
JUL AGO 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 2.40 0.00 0.00 0.00 0.00 2.40 0.00 0.00 1.80 0.00 0.00 0.00 5.50 0.00 0.00 .00 0.00 0.00 3.60 0.00 0.00 0.00 0.00 0.00 0.00 0.00
SET 0.00 1.80 0.00 12.20 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 7.30 1.20 0.00 4.20 0.00 14.00 0.00 6.10 7.30 0.00 0.00
OCT 5.40 10.90 3.60 0.00 17.00 0.00 17.00 6.70 0.00 0.00 0.00 6.10 0.00 9.10 30.40 10.30 13.90 14 14.00 4.90 0.00 4.30 1.80 0.00
NOV 13.80 12 12.00 2.60 0.00 4.30 0.00 18 18.70 15.80 20.00 18.20 10.30 1.80 3.00 1.20 1.20 0.00 74 74.00 14 14.00 23.70 23.70 7.90 0.00 0.00
DIC 7.70 3.60 0.00 0.00 13.40 0.00 26 26.10 9.70 20.00 0.00 20.60 0.00 21.30 12.20 0.00 0.00 58 58.90 11. 11.00 16 16.40 8.50 23.70 3.60 6.70
TOTAL PROM 150.20 12.52 186.70 15.56 206.40 17.20 98.00 8.17 206.00 17.17 127.50 10.63 296.90 24.74 171.90 14.33 123.80 10.32 229.80 19.15 166.30 13.86 106.80 8.90 93.40 7.78 199.80 16.65 78.80 6.57 83.50 6.96 266.40 22.20 262.20 21.85 248.00 20.67 192.80 16.07 167.80 13.98 333.60 27.80 85.70 7.14
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
1976 1977 197 1979 190 191 19! 193 194 195 196 197 19 199 1990 1991 199! 1993 MEDIA DESV
17.00 67.40 46.20 19.40 38.80 1.20 2.50 39.40 91.10 10.90 1.80 18.20 28.00 17.00 7.00 4.90 37.10 12.20 4.90 37.10 12.20 0.00 3.60 41.30 30.40 144.10 71.40 0.00 24.30 17.00 57.10 17.60 51.00 66.80 49.20 28.60 0.00 82.70 6.70 13.60 49.60 85.10 27.30 16.50 17.60 0.00 24.30 69.90 6.70 16.40 22.50 17.00 54.00 101.10 18.71 35.29 55.64 17.08 29.92 42.72
0.00 0.00 0.00 4.90 0.00 0.00 1.20 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 41.90 0.00 0.00 41.90 0.00 0.00 94.80 0.00 0.00 6.90 0.00 0.00 0.00 0.00 0.00 25.50 0.00 0.00 0.00 0.00 0.00 5.50 43.80 0.00 21.00 0.00 0.00 36.50 0.00 1.80 15.80 4.30 0.00 6.10 2.10 9.70 0.00 0.00 19.40 19.45 2.76 0.79 24.37 7.61 3.35
0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.15 0.67
0.00 0.00 0.00 0.00 9.10 139.70 0.00 0.00 0.00 14.50 0.00 78.80 0.00 10.90 25.40 0.00 4.20 174.70 0.00 0.00 0.00 9.70 3.00 43.60 0.00 0.00 27.40 51.70 13.40 144.50 0.00 0.00 20.70 11.50 10.90 139.20 0.00 0.00 21.30 14.00 27.90 159.30 0.00 0.00 0.00 13.40 81.40 234.50 0.00 0.00 33.40 14.60 0.00 300.80 0.00 6.10 0.00 3.00 0.00 50.40 0.00 0.00 0.00 0.00 5.50 156.70 0.00 0.00 0.00 7.30 0.00 151.90 0.00 0.00 0.00 0.00 0.00 138.70 0.00 0.00 0.00 6.00 11.60 186.90 0.00 0.00 48.60 31.60 17.70 197.60 0.00 13.40 26.70 0.00 3.00 157.40 0.00 2.40 4.90 0.00 0.00 70.80 0.00 0.00 0.00 32.20 0.00 223.70 0.24 2.12 8.87 11.60 11.00 0.96 4.09 11.87 14.98 16.08
Con o! "#$o! "% #! $#&#! o&$%n%'o! o! !()*(%n$%! )+,-(o!/
GRAFICO Nº01 SERIE "IST$RICA DE ANTA
ANTA +)1)) /)1)) .)1)) -)1)) ,)1)) 3RECI3ITACI%N 3R%MEDI%
()1)) 2)1)) 0)1)) *)1)) )1)) *+,)
*+-)
*+.) AN%S
HIDROLOGIA
()
*+/)
*++)
0)))
11.64 6.57 14.56 3.63 12.04 11.60 13.28 19.54 25.07 4.20 13.06 12.66 11.56 15.58 16.47 13.12 5.90 18.64
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
GRAFICO Nº0! SERIE "IST$RICA DE C"ANCOS
CHANCOS .)1)) -)1)) ,)1)) ()1))
3RECI3ITACI%N MEDIA
2)1)) 0)1)) *)1)) )1)) *+,)*+,,*+-)*+-,*+.)*+.,*+/)*+/,*++)*++,0)))
A4%S
GRAFICO Nº03 SERIE "IST$RICA DE CARA#
CARA5 2)1))
0,1))
0)1))
3RECI3ITACI%N 3R%MEDI%
*,1))
*)1))
,1))
)1)) *+,)
*+-)
*+.)
A4%S
HIDROLOGIA
()
*+/)
*++)
0)))
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
GRAFICO Nº04 SERIE "IST$RICA DE LAS PRECIPITACIONES DE LAS 3 ESTACIONES +)1)) /)1)) .)1)) -)1)) ,)1)) PRECIPITACION PROMEDIO
()1)) 2)1)) 0)1)) *)1)) )1)) *+,)
*+-)
*+.)
*+/)
*++)
0)))
AÑOS ANTA
C6ANC%S
CARA5
CUADRO Nº04 ANALISIS DE DOBLE MASA ESTACI$N DE ANTA
T%&'( ) *A+),
P-&.%(%/ .%2 A.' P-&.%(%/ P-&.%(%/ .%2 .%2 T)/ A2 A.' *'', *'', ) *'',
ESTACI$N DE C"ANCOS P-&.%(%/ P-&.%(%/ .%2 .%2 A2 A.' *'', ) *'',
ESTACI$N DE CARA# P-&.%(%/ .%2 A2 *'',
P-&.%(%/ .%2 A.' ) *'',
1953
43077
7!!10
7!!1
4!00
4!00
150!
150!
1954
94517
7!!!0
14443
6343
10543
167
3369
1955
137463
64360
!079
434
149!7
!064
5433
1956
1713!7
44!!0
!5301
4757
1964
90
6413
1957
!!3673
63970
3169
7!47
!6931
!060
473
195
!65517
6310
3016
4960
3191
1!75
974
1959
3!3040
77990
4515
649
330
!969
1!717
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
1960
369757
66400
5!455
5656
44036
1719
14436
1961
41533
0170
6047!
537
49414
1!3
15674
196!
470407
75930
6065
5671
5505
!!9
1797!
1963
51463
70690
75134
565
60770
1663
19635
1964
549303
4950
009!
3!!6
63996
106
!0703
1965
53397
5060
517
4!0
6!04
934
!1637
1966
635973
7610
9!796
6157
74361
199
!3635
1967
661410
43400
97136
!503
7664
7
!44!3
196
691300
415!0
101!
390
044
35
!5!5
1969
744417
1760
109464
5095
5939
!664
!79!!
1970
794500
6530
116317
5550
9149
!6!!
30544
1971
5!953
3360
1!4653
67!0
9!09
!40
330!4
197!
954!0
5770
130440
50!5
103!34
19!
3495!
1973
9439!0
7!6!0
13770!
5610
1044
167
36630
1974
1006000
90410
146743
6!47
115091
3336
39966
1975
105133
76!60
154369
5!67
1!035
57
40!3
1976
106143
460
159!55
4010
1!436
1397
4!!!0
1977
11!36!3
61190
165374
4337
1!705
7
4300
197
116!70
64100
17174
5!37
13394!
1747
44755
1979
119353
337!0
175156
!517
136459
436
45191
190
1!45367
140
13304
7!11
143670
1445
46636
191
1!3477
56730
1977
436
1403
139!
40!
19!
1330910
67130
195690
59!4
15396!
1593
496!1
193
13097
61560
!0146
655
16!617
!345
51966
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
194
1450560
9060
!1075!
6!5
16944!
300
54974
195
14733
4!700
!150!!
370
173150
504
5547
196
15!3377
5710
!!0740
607
179!!
1567
57045
197
1569607
6310
!!71!1
5969
15197
1519
5564
19
16!0157
6960
!34017
6!
19!079
137
59951
199
16305!
7915
!41936
901
!01160
169
61!0
1990
173195!
6!90
!4!!5
6405
!07565
1976
63796
1991
177!45!
5050
!54030
4771
!1!336
1574
65370
199!
1799915
37990
!57!9
373!
!1606
70
6607
1993
1739
99610
!67790
100!4
!!609!
!!37
6315
S% o'#+# #! !%+(%! "% $(%'o ("+o)(o "% #! %!$#(on%! %(n#! ("%n$(-(#+ %+(o"o! "*"o!o! o'#+#+ o! "#$o! "% +%(($#(n.
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
DOBLE MASA ANTA
C6ANC%S
CARA5
2))))1)
0,)))1)
0))))1)
PRECIPITACION ACUMULADA
*,)))1)
*))))1)
,)))1)
)1) )1))
,)))1))
*))))1))
*,)))1))
PRECIPITACION ACUMULADA PROMEDIO
GRAFICO Nº05 ACUMULADO 8 PROMEDIO D% #*%+"o # )+#-(o n 05 !%%(on#'o! # )+,-(# ',! +%$# C#+#.
HIDROLOGIA
()
0))))1))
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
S% +%#+# o$+o )+,-(o "on"% !% )+#-(# %n % %:% "% # o+"%n#"# o! #*'*#"o! "% #! %!$#(on%! An$# C#no! %n % %:% "% # #&!(!# o! #*'*#"o! "% # %!$#(n !% C#+#.
CUADRO Nº05 CARA# VS *ANTA C"ANCOS, PRECIPITACION ACUMULADO *'', CARA# ANTA C"ANCOS 150! 7!!1 4!00 3369 14443 10543 5433 !079 149!7 6413 !5301 1964 473 3169 !6931 974 3016 3191 1!717 4515 330 14436 5!455 44036 15674 6047! 49414 1797! 6065 5505 19635 75134 60770 !0703 009! 63996 !1637 517 6!04 !3635 9!796 74361 !44!3 97136 7664 !5!5 101! 044 !79!! 109464 5939 30544 116317 9149 330!4 1!4653 9!09 3495! 130440 103!34 36630 13770! 1044 39966 146743 115091 40!3 154369 1!035 4!!!0 159!55 1!436 4300 165374 1!705 44755 17174 13394! 45191 175156 136459 46636 13304 143670 40! 1977 1403 HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
496!1 51966 54974 5547 57045 5564 59951 61!0 63796 65370 6607 6315
195690 !0146 !1075! !150!! !!0740 !!71!1 !34017 !41936 !4!!5 !54030 !57!9 !67790
15396! 16!617 16944! 173150 179!! 15197 19!079 !01160 !07565 !1!336 !1606 !!609!
GRAFICO Nº06 CARA# 8 *ANTA C"ANCOS,
DOBLE MASA ESTACION MODELO 2))))1) 0,)))1) 0))))1)
PREIPITACION ACUMULADA DE ANTA Y CHANCOS
*,)))1) *))))1) ,)))1) )1)
,)))1) )1) *))))1)
PRECIPITACION ACUMULADA DE CARAZ ANTA
C6ANC%S
L#! %!$#(on%! "% An$# C#no! C#+# no +%!%n$#n !#$o! "% 'o"o ;*% no !% *%"% +%#(#+ #! o++%(on%! +%!%$(#!< o+ on!()*(%n$% !% $o' o$+# %!$#(n '%$%o+o)(#/ =ACHACOTO.
CUADRO Nº06 :ESTACI$N DE PAC"ACOTO;
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
A>O
E?E
1953
@E
MAR
MAY BU?
BUL AGO SET
89.50 153.80 119.40 91.70
19.80
6.10
1.80
3.70 24.50 62.10 119.20 46.80
1954
212.10 76.50
23.10
20.70
0.00
0.00
0.00 27.90 27.90
25.50
51.00
1955
68.60 155.50 204.70 32.80
17.00
0.00
0.00
0.00
4.30
15.20
51.60
1956
112.40 86.90 130.00 105.10
0.00
0.00
0.00
6.10 21.30 29.80
0.00
0.00
1957
96.00 101.40 71.00
70.00
6.70
0.00
0.00
0.00 21.90 63.80
13.40
72.90
1958
42.50 100.20 124.50 85.00
9.10
0.00
0.00
0.00
0.00
53.50
12.20
11.50
1959
28.60 140.30 135.50 82.00 118.50 0.00
0.00
0.00
9.10
79.60
23.70 115.40
1960
82.80
0.00
0.00
4.60
8.50
27.30
59.50
1961
129.44 139.10 88.10
81.40
38.30
9.10
0.00
0.00
6.10
10.40 137.50 135.50
1962
119.10 61.90 616.60 74.10
6.70
0.00
0.00
0.00
0.00
34.00
54.00
34.60
1963
180.90 105.70 130.00 58.80
13.90
0.00
0.00
0.00
0.00
23.10
77.70
80.80
1964
30.90
95.90 135.50 106.90 30.40
0.00
3.40 21.30 0.00
38.30
16.40
25.40
1965
38.90
51.50 169.50 38.90
6.10
0.00
0.00
0.00
37.60
18.20
46.20
1966
145.80 89.30
80.20
51.00
3.60
0.00
0.00
0.00 13.90 122.70 38.90
49.20
1967
91.10 127.60 93.70
21.90
18.20
0.00 12.10 1.80
6.10
98.40
30.40
24.90
1968
61.90
22.40
77.10
12.10
28.50
0.00
0.00
3.60
8.50
42.50
18.20
39.40
1969
47.30
40.00
95.30
74.70
0.00
0.00
0.00
0.00
0.90
47.90
38.20 155.50
1970
117.10 73.10
87.80
80.00
41.50
6.80
1.50
5.30 39.90 55.40
1971
59.00 117.30 133.70 27.90
0.00
0.00
0.00 16.50 0.00
1972
69.80
52.90 338.40 45.50
6.10
0.00
0.00
6.10
1973
89.40
86.40 122.10 100.90 24.30
2.40
0.00
3.00 43.10 80.80 122.10 127.00
1974
140.40 229.20 189.00 37.70
0.00
0.00
0.00
0.00
17.00
35.20
1975
109.40 122.10 136.10 69.90
55.90
0.00
0.00 10.90 18.80 36.40 21.90
63.80
1976
114.20 113.00 103.90 46.20
9.10
15.80 0.00
0.00
3.60
0.00
0.00
1977
145.80 127.60 144.00 24.90
2.40
5.50
0.00
0.00
0.00
20.70
82.00 103.90
1978
58.30 100.20 14.60
26.20
0.00
0.00
0.00
0.00 17.60 23.70
76.60
48.00
1979
47.60 104.70 281.00
4.30
24.30
0.00
0.00
0.00
2.40
0.00
6.70
27.30
1980
130.10
21.90
0.00
0.00
0.00
0.00
0.00
47.40
68.00
70.40
1981
149.40 193.80 349.80 16.40
0.00
0.00
0.00
9.10
0.00
39.50
34.00 103.90
63.80
AR
42.50 120.90 100.40 31.60
7.90
62.60
HIDROLOGIA
()
3.60
6.10
6.60
0.00
OCT
?OV
DIC
0.00
48.50
70.30
25.00
56.50
91.20
21.90
27.30
57.30
3.00
37.10
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
MEDIA 96.84 100.64 152.37 55.58 DESV
46.21
48.68 117.38 31.45
18.37
1.58
0.65
3.17 10.01 39.90
43.41
61.24
24.25
3.68
2.32
5.34 12.14 29.12
36.82
39.66
CUADRO Nº07 AN
N
TIEM3% 7MES8 A4%9
* 0 2 ( , . / + *) ** *0 *2 *( *, **. */ *+ 0) 0* 00 02 0( 0, 00. 0/ 0+
e!e8,2
3RECI3ITACI %N MENSUAL DE LA ESTACI:N DE 3AC6AC%T% 7mm9
89.50
153.80
119.40
91.70
19.80
6.10
1.80
3.70
24.50
62.10
119.20
46.80
212.10
76.50
63.80
23.10
20.70
0.00
0.00
0.00
27.90
27.90
25.50
51.00
68.60
155.50
204.70
32.80
HIDROLOGIA
()
17.00
N
TIEM3% 7MES8 A4%9
*., *.*.. *./ *.+ */) */* */0 */2 */( */, */*/. *// */+ *+) *+* *+0 *+2 *+( *+, *+*+. *+/ *++ 0)) 0)* 0)0 0)2
;ul8-. a"o8-. sep8-. oct8-. !ov8-. ic8-. e!e8-/
3RECI3ITACI %N MENSUAL DE LA ESTACI:N DE 3AC6AC%T% 7mm9
12.10
1.80
6.10
98.40
30.40
24.90
61.90
22.40
77.10
12.10
28.50
0.00
0.00
3.60
8.50
42.50
18.20
39.40
47.30
40.00
95.30
74.70
0.00
0.00
0.00
0.00
0.90
47.90
38.20
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
2) 2* 20 22 2( 2, 22. 2/ 2+ () (* (0 (2 (( (, ((. (/ (+ ,) ,* ,0 ,2 ,( ,, ,,. ,/ ,+ -) -* -0 -2 -( -, --. -/ -+ .) .* .0 .2
;u!8,, ;ul8,, a"o8,, sep8,, oct8,, !ov8,, ic8,, e!e8,
0.00
0.00
0.00
3.60
4.30
15.20
51.60
112.40
86.90
130.00
105.10
0.00
0.00
0.00
6.10
21.30
29.80
0.00
0.00
96.00
101.40
71.00
70.00
6.70
0.00
0.00
0.00
21.90
63.80
13.40
72.90
42.50
100.20
124.50
85.00
9.10
0.00
0.00
0.00
0.00
53.50
12.20
11.50
28.60
HIDROLOGIA
()
0)( 0), 0)0). 0)/ 0)+ 0*) 0** 0*0 0*2 0*( 0*, 0*0*. 0*/ 0*+ 00) 00* 000 002 00( 00, 0000. 00/ 00+ 02) 02* 020 022 02( 02, 0202. 02/ 02+ 0() 0(* 0(0 0(2 0(( 0(, 0(0(.
ic8-+ e!e8.)
155.50
117.10
73.10
87.80
80.00
41.50
6.80
1.50
5.30
39.90
55.40
48.50
70.30
59.00
117.30
133.70
27.90
0.00
0.00
0.00
16.50
0.00
25.00
56.50
91.20
69.80
52.90
338.40
45.50
6.10
0.00
0.00
6.10
6.60
21.90
27.30
57.30
89.40
86.40
122.10
100.90
24.30
2.40
0.00
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
.( ., ... ./ .+ /) /* /0 /2 /( /, //. // /+ +) +* +0 +2 +( +, ++. +/ ++ *)) *)* *)0 *)2 *)( *), *)*). *)/ *)+ **) *** **0 **2 **( **, ****.
140.30
135.50
82.00
118.50
0.00
0.00
0.00
9.10
79.60
23.70
115.40
82.80
42.50
120.90
100.40
31.60
0.00
0.00
4.60
8.50
27.30
59.50
0.00
129.44
139.10
88.10
81.40
38.30
9.10
0.00
0.00
6.10
10.40
137.50
135.50
119.10
61.90
616.60
74.10
6.70
0.00
0.00
0.00
0.00
HIDROLOGIA
()
0(/ 0(+ 0,) 0,* 0,0 0,2 0,( 0,, 0,0,. 0,/ 0,+ 0-) 0-* 0-0 0-2 0-( 0-, 0-0-. 0-/ 0-+ 0.) 0.* 0.0 0.2 0.( 0., 0.0.. 0./ 0.+ 0/) 0/* 0/0 0/2 0/( 0/, 0/0/. 0// 0/+ 0+) 0+*
a"o8.2 sep8.2 oct8.2 !ov8.2 ic8.2 e!e8.(
3.00
43.10
80.80
122.10
127.00
140.40
229.20
189.00
37.70
0.00
0.00
0.00
0.00
0.00
3.00
17.00
35.20
109.40
122.10
136.10
69.90
55.90
0.00
0.00
10.90
18.80
36.40
21.90
63.80
114.20
113.00
103.90
46.20
9.10
15.80
0.00
0.00
3.60
0.00
0.00
37.10
145.80
127.60
144.00
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
**/ **+ *0) *0* *00 *02 *0( *0, *0*0. *0/ *0+ *2) *2* *20 *22 *2( *2, *2*2. *2/ *2+ *() *(* *(0 *(2 *(( *(, *(*(. *(/ *(+ *,) *,* *,0 *,2 *,( *,, *,*,. *,/ *,+ *-) *-*
oct8-0 !ov8-0 ic8-0 e!e8-2
34.00
54.00
34.60
180.90
105.70
130.00
58.80
13.90
0.00
0.00
0.00
0.00
23.10
77.70
80.80
30.90
95.90
135.50
106.90
30.40
0.00
3.40
21.30
0.00
38.30
16.40
25.40
38.90
51.50
169.50
38.90
6.10
0.00
0.00
0.00
6.10
37.60
18.20
46.20
145.80
89.30
80.20
51.00
HIDROLOGIA
()
3.60
0+0 0+2 0+( 0+, 0+0+. 0+/ 0++ 2)) 2)* 2)0 2)2 2)( 2), 2)2). 2)/ 2)+ 2*) 2** 2*0 2*2 2*( 2*, 2*2*. 2*/ 2*+ 20) 20* 200 202 20( 20, 2020. 20/ 20+ 22) 22* 220 222 22( 22,
a=r8.. may8.. ;u!8.. ;ul8.. a"o8.. sep8.. oct8.. !ov8.. ic8.. e!e8./
24.90
2.40
5.50
0.00
0.00
0.00
20.70
82.00
103.90
58.30
100.20
14.60
26.20
0.00
0.00
0.00
0.00
17.60
23.70
76.60
48.00
47.60
104.70
281.00
4.30
24.30
0.00
0.00
0.00
2.40
0.00
6.70
27.30
130.10
7.90
62.60
21.90
0.00
0.00
0.00
0.00
0.00
47.40
68.00
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
*-0 *-2 *-( *-, *-*-. *-/ *-+ *.) *.* *.0 *.2 *.(
;u!8-;ul8-a"o8-sep8-oct8-!ov8-ic8-e!e8-.
0.00
0.00
0.00 13.90 122.70
38.90
49.20
91.10
127.60
93.70
21.90
18.20
0.00
2222. 22/ 22+ 2() 2(* 2(0 2(2 2(( 2(, 2(2(. 2(/
ic8/) e!e8/*
70.40
149.40
193.80
349.80
16.40
0.00
0.00
0.00
9.10
0.00
39.50
34.00 103.90
GRAFICO Nº07 PRECIPITACIONES MENSUALES 8 *AÑO=MES,
PRECIPITACION MENSUAL DE LA ESTACIÓN DE PACHACOTO (mm) .))1))
-))1))
,))1))
())1))
2))1))
0))1))
*))1))
)1))
O>8&-')8 ?& @ 2 8)>-&8/) &2 '-) & +) 196! .)2 2 (-&.%(%/.%2 & 61660 ''
ANALISIS ESTADISTICO (SALTO): HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
a) ANÁLISIS DE CONSISTENCIA DE LA MEDIA CON LA PRUEBA “T” CÁLCULO DE LAS VARIANCIAS DE AMBOS PERÍODOS:
´ = X 1
´ 2= X
1
n1
∑
n1 i =1
1
n2
X , S ( x )= ∑ =
n2 j
j
2
1
√[ ] 1
n2 − 1
n1
∑ ( X − X ´ ) =
2
j
j
2
1
1. "')8 '&% 8 &8%.%2 &8/2- & . /-')
.)28%&-2) &8& & 8)>-&8/) PROMEDIO
NMERO DE ELEMENTOS
DESVIACION ESTANDAR
1
49.40
21
110
S1
5!10
!
48.30
2!
238
S!
609
! SE ESTABLECE LA "IP$TESIS H p : μ = μ ( igualdad estadística dela media poblacional ) 1
•
•
2
H a : μ 1 ≠ μ2 α =0.05 ;conn 1 + n 2−2 =346 grados de libertad
3 C
√
1
+
1
n 1 n2
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
S p=
√
( n −1 ) × S + ( n − 1 ) × S 2
1
1
2
2
2
n1+ n2−2
S).%2
√
2
2
( 110−1 ) × 52.10 + ( 238 −1 ) × 68.09 =63.49 S p= 110 + 238− 2
S d =63.49 ×
√
1 110
+
1 238
=7.32
4 C
2
C
1
2
Sd
Dn"%/ μ − μ = 0 ( por hiptesis planteada ) 1
2
´ − X ´ ) X ( = 1
!T C
2
Sd
S).%2 T C =
( 49.40− 48.30 ) 7.32
=0.15
5 C
Dn"%/
2
α : %i&el de signi'icancia
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
G.L.: Grado de libertad.
S).%2 " # $ #=110+ 238−2 =346
U$((#n"o # $#&#/ T/ 165
6 CRITERIO DE DECISI$N ´ = X ´ %o se corrige # Si : T C ( T t ( 95 ) ! X 1 2
´ 1 ≠ X ´ 2 Secorrige# Si : T C > T t ( 95 ) ! X
T C =0.15 < T t =1.65
ESTADISTICAMENTE LAS MEDIAS SON IGUALES POR LO TANTO NO SE CORRIGE .
CONCLUSI$N PROMEDIO
NMERO DE
DESVIACI$N
GDL
1 49.40 ! 48.30
ELEMENTOS 21 110 2! 238
EST
346
?OMRE D%!(#(n %!$,n"#+ "% #! "(-%+%n(#! "%
RESULTADO S 73!
+o'%"(o! D%!(#(n %!$,n"#+ on"%+#"#
S(
6349
T #*#"o
T.
015
T $#&*#+
T/
165
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
95 "% !%)*+("#"
H
005
>, AN
2
[ −]
S 1 ( x )=
2
1
n1
1
n2
´ ) ( X − X ∑ =
1 i
[ −]
S 2 ( x )=
n1
i
2
1
1
n2
( X − X ´ ) ∑ =
1 j
2
j
2
1
NMERO ELEMENTOS n1 110 n2 238
DE DESVIACI$N EST
! SE ESTABLECE LA "IP$TESIS 2
=) ( &arian*a poblacional ) 2
H p : ) 1
H a : ) 1 ≠ ) 2
α =0.05
2
2
2
3 C
()
VARIAN#A S!1 2714.41 S!! 4636.25
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
2
+ C =
S1 ( x ) 2
S2 ( x )
2
2
2
2
, Si : S 1 ( x )> S 2 ( x )
2
+ C =
S2 ( x ) 2
S1 ( x )
, Si : S 2 ( x )> S 1 ( x )
S).%2
+ C =
68.09
2
2
52.10
=1.71
4 C
[ [
"$% =n1− 1 "$ =n2−1 "$% =n2 −1 "$ =n1−1
Dn"%/
] ]
2
2
, Si : S 1 ( x ) > S 2 ( x )
2
2
, Si : S 2 ( x )> S1 ( x )
α : %i&el de signi'icancia G.L.N: Grado de libertad del numerador. G.L.D: Grado de libertad del denominador.
S).%2 " # $ # % # = 238− 1= 237 " # $ # # =110−1 =109
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
F/ 1.046 5 CRITERIO DE DECISI$N
Si : + C ( + t ( 95 ) ! S 1 ( x ) = S 2 ( x ) %o se corrige#
Si : + C > + t ( 95 ) ! S 1 ( x ) ≠ S2 ( x ) Secorrige#
+ C =1.71 > + t = 1.046
LAS DESVIACIONES ESTÁNDAR SON DIFERENTES; POR LO TANTO SE CORRIGE
CONCLUSI$N NMERO DE DESVIACI$N
VARIAN#A
GDL
ELEMENTOS 21 110 2! 238
S!1 2714.41 S!! 4636.25
N D
EST
?OMRE F ..)
RESULTADO F. 1.71
F />-
F/
1.046
95 & 8&K-%
H
0.05
6 CORRECCI$N DE DATOS MODELO PARA CORREGIR EL PRIMER PERODO
HIDROLOGIA
()
237 109
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
-
´1 X t − X
[ ]
X ( t ) =
S 1 ( x )
´2 × S 2 ( x ) + X
MODELO PARA CORREGIR EL SEGUNDO PERODO
- ( t )
X
´2 X t − X
[ ]
=
S 2 ( x )
´1 × S 1 ( x ) + X
S).%2 S% *$((# % !%)*n"o 'o"%o o+;*% !% "%&%n o++%)(+ o! #o+%! "% # !*&'*%!$+# "% $#'#o n2. =#+# %o $%n%'o!/
=ROMEDIO
1 49.40 ! 48.30
?FMERO DE
DESVIACI?
ELEME?TOS 21 110 2! 238
ESTÁ?DAR 81 5!10 8! 609
Don"% X t =616.60
-
[
X ( 111) =
616.60
− 48.30
68.09
]
× 52.10 + 49.40 =484.24
CUADRO Nº09 CORRECCION DE DATOS
?
SI? CORREGIR =RECI=ITACIO?
CORREGIDO =RECI=ITACIO?
ME?SUAL DE LA
ME?SUAL DE LA
ESTACI? DE
ESTACI? DE
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
=ACHACOTO ''
=ACHACOTO ''
89.50 153.80 119.40 91.70 19.80 6.10 1.80 3.70 24.50 62.10 119.20 46.80 212.10 76.50 63.80 23.10 20.70 0.00 0.00 0.00 27.90 27.90 25.50 51.00 68.60 155.50 204.70 32.80 17.00 0.00 0.00 0.00 3.60 4.30 15.20 51.60 112.40 86.90 130.00 105.10 0.00 0.00 0.00 6.10
89.50 153.80 119.40 91.70 19.80 6.10 1.80 3.70 24.50 62.10 119.20 46.80 212.10 76.50 63.80 23.10 20.70 0.00 0.00 0.00 27.90 27.90 25.50 51.00 68.60 155.50 204.70 32.80 17.00 0.00 0.00 0.00 3.60 4.30 15.20 51.60 112.40 86.90 130.00 105.10 0.00 0.00 0.00 6.10
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 HIDROLOGIA
()
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90
21.30 29.80 0.00 0.00 96.00 101.40 71.00 70.00 6.70 0.00 0.00 0.00 21.90 63.80 13.40 72.90 42.50 100.20 124.50 85.00 9.10 0.00 0.00 0.00 0.00 53.50 12.20 11.50 28.60 140.30 135.50 82.00 118.50 0.00 0.00 0.00 9.10 79.60 23.70 115.40 82.80 42.50 120.90 100.40 31.60 0.00
HIDROLOGIA
()
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
21.30 29.80 0.00 0.00 96.00 101.40 71.00 70.00 6.70 0.00 0.00 0.00 21.90 63.80 13.40 72.90 42.50 100.20 124.50 85.00 9.10 0.00 0.00 0.00 0.00 53.50 12.20 11.50 28.60 140.30 135.50 82.00 118.50 0.00 0.00 0.00 9.10 79.60 23.70 115.40 82.80 42.50 120.90 100.40 31.60 0.00
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136
0.00 4.60 8.50 27.30 59.50 0.00 129.44 139.10 88.10 81.40 38.30 9.10 0.00 0.00 6.10 10.40 137.50 135.50 119.10 61.90 616.60 74.10 6.70 0.00 0.00 0.00 0.00 34.00 54.00 34.60 180.90 105.70 130.00 58.80 13.90 0.00 0.00 0.00 0.00 23.10 77.70 80.80 30.90 95.90 135.50 106.90
HIDROLOGIA
()
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
0.00 4.60 8.50 27.30 59.50 0.00 129.44 139.10 88.10 81.40 38.30 9.10 0.00 0.00 6.10 10.40 137.50 135.50 119.10 61.90 484.24 69.14 17.57 12.44 12.44 12.44 12.44 38.46 53.76 38.92 150.86 93.32 111.91 57.43 23.08 12.44 12.44 12.44 12.44 30.12 71.90 74.27 36.09 85.82 116.12 94.24
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182
30.40 0.00 3.40 21.30 0.00 38.30 16.40 25.40 38.90 51.50 169.50 38.90 6.10 0.00 0.00 0.00 6.10 37.60 18.20 46.20 145.80 89.30 80.20 51.00 3.60 0.00 0.00 0.00 13.90 122.70 38.90 49.20 91.10 127.60 93.70 21.90 18.20 0.00 12.10 1.80 6.10 98.40 30.40 24.90 61.90 22.40
HIDROLOGIA
()
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
35.70 12.44 15.04 28.74 12.44 41.75 24.99 31.88 42.21 51.85 142.14 42.21 17.11 12.44 12.44 12.44 17.11 41.21 26.37 47.79 124.00 80.77 73.81 51.47 15.20 12.44 12.44 12.44 23.08 106.33 42.21 50.09 82.15 110.08 84.14 29.20 26.37 12.44 21.70 13.82 17.11 87.73 35.70 31.50 59.81 29.58
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228
77.10 12.10 28.50 0.00 0.00 3.60 8.50 42.50 18.20 39.40 47.30 40.00 95.30 74.70 0.00 0.00 0.00 0.00 0.90 47.90 38.20 155.50 117.10 73.10 87.80 80.00 41.50 6.80 1.50 5.30 39.90 55.40 48.50 70.30 59.00 117.30 133.70 27.90 0.00 0.00 0.00 16.50 0.00 25.00 56.50 91.20
HIDROLOGIA
()
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
71.44 21.70 34.25 12.44 12.44 15.20 18.95 44.96 26.37 42.59 48.63 43.05 85.36 69.60 12.44 12.44 12.44 12.44 13.13 49.09 41.67 131.43 102.04 68.38 79.62 73.66 44.20 17.65 13.59 16.50 42.97 54.83 49.55 66.23 57.59 102.20 114.74 33.79 12.44 12.44 12.44 25.07 12.44 31.57 55.67 82.23
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274
69.80 52.90 338.40 45.50 6.10 0.00 0.00 6.10 6.60 21.90 27.30 57.30 89.40 86.40 122.10 100.90 24.30 2.40 0.00 3.00 43.10 80.80 122.10 127.00 140.40 229.20 189.00 37.70 0.00 0.00 0.00 0.00 0.00 3.00 17.00 35.20 109.40 122.10 136.10 69.90 55.90 0.00 0.00 10.90 18.80 36.40
HIDROLOGIA
()
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
65.85 52.92 271.37 47.26 17.11 12.44 12.44 17.11 17.49 29.20 33.33 56.29 80.85 78.55 105.87 89.65 31.04 14.28 12.44 14.74 45.42 74.27 105.87 109.62 119.87 187.82 157.06 41.29 12.44 12.44 12.44 12.44 12.44 14.74 25.45 39.38 96.15 105.87 116.58 65.93 55.22 12.44 12.44 20.78 26.83 40.29
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320
21.90 63.80 114.20 113.00 103.90 46.20 9.10 15.80 0.00 0.00 3.60 0.00 0.00 37.10 145.80 127.60 144.00 24.90 2.40 5.50 0.00 0.00 0.00 20.70 82.00 103.90 58.30 100.20 14.60 26.20 0.00 0.00 0.00 0.00 17.60 23.70 76.60 48.00 47.60 104.70 281.00 4.30 24.30 0.00 0.00 0.00
HIDROLOGIA
()
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
29.20 61.26 99.82 98.91 91.94 47.79 19.41 24.53 12.44 12.44 15.20 12.44 12.44 40.83 124.00 110.08 122.63 31.50 14.28 16.65 12.44 12.44 12.44 28.28 75.19 91.94 57.05 89.11 23.61 32.49 12.44 12.44 12.44 12.44 25.91 30.58 71.05 49.17 48.86 92.56 227.45 15.73 31.04 12.44 12.44 12.44
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348
2.40 0.00 6.70 27.30 130.10 7.90 62.60 21.90 0.00 0.00 0.00 0.00 0.00 47.40 68.00 70.40 149.40 193.80 349.80 16.40 0.00 0.00 0.00 9.10 0.00 39.50 34.00 103.90
HIDROLOGIA
()
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
14.28 12.44 17.57 33.33 111.99 18.49 60.34 29.20 12.44 12.44 12.44 12.44 12.44 48.71 64.47 66.31 126.76 160.73 280.10 24.99 12.44 12.44 12.44 19.41 12.44 42.67 38.46 91.94
Multiservicios “Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
*0))1))
*)))1))
/))1))
-))1))
())1))
0))1))
)1))
3AC6AC%T% 7Lt>s98SIN C%RREGIR
3AC6AC%T% 7Lt>s98C%RREGID%
GRAFICO Nº8 CORRECCION DE DATOS
HIDROLOGIA
() Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
GRAFICO Nº9 DATOS CORREGIDOS DE LA PRECIPITACION ANUAL
DATOS CORREGIDOS *0))1)) *)))1)) /))1)) -))1))
<7?9 @ )1),? 8 )1.0? ,+*1-0 ,+(1,2 ())1)) RB @ ) 0))1)) )1))
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
GRAFICO Nº9 DATOS CORREGIDOS DE LA PRECIPITACION ANUAL
DATOS CORREGIDOS *0))1)) *)))1)) /))1)) -))1))
<7?9 @ )1),? 8 )1.0? ,+*1-0 ,+(1,2 ())1)) RB @ ) 0))1)) )1))
3RECI3ITACI%N DE LA ESTACI%N DE 3AC6AC%T% 7Lt>s9 Li!ear 73RECI3ITACI%N DE LA ESTACI%N DE 3AC6AC%T% 7Lt>s99 3RECI3ITACI%N C%RREGID% DE LA ESTACI%N DE 3AC6AC%T% 7Lt>s9 Li!ear 73RECI3ITACI%N C%RREGID% DE LA ESTACI%N DE 3AC6AC%T% 7Lt>s99 Li!ear 73RECI3ITACI%N C%RREGID% DE LA ESTACI%N DE 3AC6AC%T% 7Lt>s99
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
RESULTADOS Y DISCUSIO?ES RESULTADOS
, AN
E #o+ ',('o "% # +%(($#(n #n*# -*% "%/ 996.10 '' %n % #o 1993.
•
E #o+ 'n('o "% # +%(($#(n #n*# -*% "%/ 337.20 '' %n % #o 1979.
•
E #o+ ',('o '%n!*# -*% "%/ 280.00 '' %n % '%! "% -%&+%+o "% 1984.
•
L# '%"(# '%n!*# %n$+% o! '%!%! %n%+oJ "((%'&+% %! "%/ ''.
E8/.%2 C"ANCOS •
E #o+ ',('o #n*# -*% "%/.
•
E #o+ 'n('o #n*# -*% "%/
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E #o+ ',('o '%n!*# -*% "%/
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E #o+ 'n('o '%n!*# -*% "%/
•
L# '%"(# '%n!*# %n$+% o! '%!%! %n%+oJ "((%'&+% %! "%/ 48.65 ''.
E8/.%2 CARA# •
E #o+ ',('o #n*# -*% "%/
•
E #o+ 'n('o #n*# -*% "%/
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
•
E #o+ ',('o '%n!*# -*% "%
•
E #o+ 'n('o '%n!*# -*% "%/
•
L# '%"(# '%n!*# %n$+% o! '%!%! %n%+oJ "((%'&+% %! "%
>, AN
., AN
AN
T 0.15 T/ 1.65 T C =0.15 < T t =1.65
.or lo /ue estadísticamente son iguales
ANALISIS DE CONSISTENCIA EN LA DESVIACION ESTANDAR CON LA PRUEVA DE F S% o&$*o ;*%/
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
@ #*#"o @ $#&*#+
F. 1.71 F/ 1.046
+ C =1.71 > + t =1.046
.or lo /ue son di'erentesestadísticamente , es necesario corregir
, TENDENCIA En # )+,-(# "% +%(($#(n #o! !% +%#( # +%)+%!(n (n%# %n # *# !% o&$(%n% # %*#(n (n%# % o%-((%n$% "% o++%#(n # +%#(n %n$+% % + $ % + %!/ 0.423 1.71
=o+ o ;*% + no %! !()n(-(#$(o %n$on%! no # $%n"%n(# no # n%%!("#" "% o++%)(+
&, CORRECCION DE DATOS En # %!$#(n "% =ACHACOTO !% +o"*:%+on !#$o! # #+$(+ "% '#+o "% 1962 #!$# 1981 %n o ;*% %! n%%!#+(o # o++%(n. S% o++()(%+on "#$o! '%! o+ '%! !% +%#( # )+,-(# "% #*"# o++%)("o on o! #o! +%!%$(o!.
DISCUSIONES
HIDROLOGIA
()
Mul tiservicios “ Copysistem”
UNI$ERSIDAD NACI%NAL “Sa!tia"o A!t&!e' e Mayolo”
•
FACULTAD CIENCIAS AGRARIAS “Escuela e I!"e!ier#a A"r#cola”
L# (n-o+'#(n #%+# "% #! +%(($#(on%! %n #! %!$#(on%! "%/ A?TA CHA?COS Y CARAK -*%+on o&$%n("#! "% # In!$($*(n ALA A!o(#(n Lo# "% A)*# o! "#$o! +oo+(on#"o! on!(!$#n #! +%(($#(on%! o'+%n"("#! %n$+% o! #o! "% 1953 1993 on !*! +%!%$(o! '%!%! %n%+o "((%'&+%. T#'&(n #! +%(($#(on%! "% # %!$#(n "% =ACHACOTO -*% o&$%n("# %n # '(!'# (n!$($*(n %n$+% o! #o! "% 1953 1981.
•
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•
HIDROLOGIA
()