| title: “Información hidrometeorolóogica” |
| author: “Ing. Juan Manuel Bazan” |
| date: “31/03/2024” |
| output: html_document |
VISUALIZACION Y ANALISIS DE DATOS HIDROLOGICOS DE LA CUENCA DEL RIO BERMEJO EN LENGUAJE R
Fuente de Informacion : Sistema Nacional de Informacion Hidrólogica.
https://snih.hidricosargentina.gob.ar/
Ubicación geográfica de la cuenca del rio Bermejo (Argentina-Bolivia)
## Loading required package: spUbicación de las estaciones hidrometeorlógicas utilizadas para el esudio
ANALISIS DE PRECIPITACIONES MENSUALES
Primeramente vamos a fijar el directorio de trabajo donde se encuentran los datos
Leemos los datos de las estaciones con precipitaciones mensuales.
# PRECIPITACIONES MENSUALES
balapuca <- read.csv("balapuca0172.csv")
aguasblancas <- read.csv("aguasblancas0145.csv")
cuatrocedros <- read.csv ("cuatrocedros0164.csv")
santelmo <- read.csv("santelmo1071.csv")
pozosarmiento <- read.csv("pozosarmiento0145.csv")
caimancito <- read.csv("caimancito0147.csv")
elcolorado <- read.csv("elcolorado0166.csv")Transformamos los datos a la clase ts(timeseries)
Bala <- ts(balapuca[,1],start = c(1972,1),freq =12)
ABla <- ts(aguasblancas[,1],start = c(1945,1),freq =12)
STel <- ts(santelmo[,1],start = c(1971,10),freq =12)
CCed <- ts(cuatrocedros[,1],start = c(1964,1),freq =12)
PSar <- ts(pozosarmiento[,1],start = c(1945,1),freq =12)
CAim <- ts(caimancito[,1],start = c(1947,1),freq =12)
ECol <- ts(elcolorado[,1],start = c(1966,1),freq =12)Graficamos la series de Precipitaciones Mensuales
Estacion: Balapuca - Rio Bermejo
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1972 185.7 174.9 430.1 97.8 22.0 21.4 11.4 5.8 12.5 61.3 123.7 186.0
## 1973 384.7 247.4 156.1 125.0 0.0 5.7 6.7 7.0 12.8 15.9 103.3 157.5
## 1974 555.4 422.4 379.8 175.9 11.8 21.9 14.8 16.4 17.7 92.9 34.6 288.4
## 1975 255.5 300.6 174.2 119.3 38.7 25.6 6.8 12.6 21.6 91.3 194.7 392.5
## 1976 381.4 251.3 448.7 32.3 57.1 7.2 7.5 16.6 7.2 9.7 66.7 383.0
## 1977 276.1 413.9 278.8 269.2 58.7 80.2 20.7 8.4 56.7 22.1 145.2 394.4
## 1978 317.4 203.9 91.2 101.7 11.2 6.8 1.4 0.0 5.3 112.9 151.4 229.9
## 1979 471.2 342.0 270.2 78.8 30.0 14.0 34.7 9.7 20.2 67.1 191.4 407.0
## 1980 433.6 179.7 375.9 97.9 16.8 36.9 1.5 15.9 0.0 110.6 135.0 144.8
## 1981 435.0 590.7 295.6 175.4 35.0 10.4 15.7 11.5 35.0 11.4 214.1 150.7
## 1982 352.7 231.1 456.9 124.2 28.3 20.9 16.9 4.7 79.1 25.9 62.9 334.7
## 1983 265.6 221.4 105.5 98.0 61.7 16.7 23.8 11.6 9.9 87.9 34.9 165.1
## 1984 312.8 352.6 635.2 88.5 43.1 41.2 14.7 52.7 6.1 53.1 128.8 349.8
## 1985 374.1 596.6 213.2 257.5 16.5 12.5 24.8 32.7 48.9 128.3 125.5 315.4
## 1986 188.2 372.9 237.9 154.0 31.6 22.2 18.9 16.7 30.3 69.6 173.3 467.0
## 1987 534.4 133.6 148.7 161.1 34.1 3.8 7.0 11.0 1.7 52.1 401.4 239.9
## 1988 279.3 257.4 275.3 154.0 42.0 2.7 29.5 0.6 0.9 27.6 50.9 146.9
## 1989 284.7 152.8 453.7 81.1 7.0 39.5 12.6 1.3 15.9 119.9 172.4 148.8
## 1990 275.3 159.8 291.2 188.7 41.0 13.6 3.5 1.1 5.9 79.3 184.5 417.0
## 1991 306.2 188.6 395.2 71.3 39.6 9.4 20.8 2.7 7.0 87.9 181.4 150.3
## 1992 299.9 441.4 141.6 78.9 35.0 12.8 21.7 15.4 24.9 41.3 240.8 275.2
## 1993 238.7 154.5 197.8 68.2 33.7 10.2 20.3 6.8 13.7 68.5 161.7 151.9
## 1994 368.8 533.2 97.7 128.2 43.7 10.4 6.4 5.8 26.4 130.7 145.4 232.8
## 1995 261.7 163.9 486.0 15.1 127.4 9.9 10.8 11.7 29.3 36.0 186.8 195.3
## 1996 230.1 366.7 289.4 177.8 136.9 25.7 0.0 0.0 15.3 61.5 171.5 268.3
## 1997 192.5 370.5 448.3 70.3 7.8 13.9 8.3 18.6 18.9 29.7 100.6 171.5
## 1998 305.8 133.4 179.8 120.3 36.8 25.7 18.0 41.4 19.0 81.5 147.5 137.4
## 1999 394.9 232.9 550.7 80.4 95.6 34.2 41.8 2.1 59.3 79.7 49.9 125.5
## 2000 334.7 184.5 354.5 114.5 41.1 14.0 30.9 11.3 2.7 118.9 172.0 113.4
## 2001 335.3 249.5 114.8 191.1 40.5 24.3 3.4 3.7 60.1 175.3 112.5 146.9
## 2002 197.7 235.3 277.9 106.0 38.9 15.8 19.1 2.0 11.0 214.2 166.0 228.4
## 2003 602.0 240.5 306.9 161.6 41.5 25.4 9.5 3.2 3.5 81.8 271.1 432.2
## 2004 286.3 305.7 103.1 208.2 61.7 15.6 3.6 17.3 94.5 16.7 157.7 208.3
## 2005 217.5 368.1 147.7 171.8 25.3 21.1 8.4 0.0 16.8 16.6 81.0 542.4
## 2006 443.0 188.7 624.5 220.7 55.7 24.1 0.9 11.4 3.4 79.2 139.1 369.1
## 2007 347.0 330.4 307.1 68.6 41.0 12.9 12.8 2.9 7.5 68.1 126.7 276.4
## 2008 451.5 259.3 409.6 147.3 29.5 4.5 0.0 9.8 5.5 55.6 163.3 394.5
## 2009 226.3 267.1 445.2 134.0 44.4 1.8 4.0 0.0 4.0 22.0 267.0 501.7
## 2010 224.0 521.8 130.9 76.5 40.5 15.7 3.0 0.0 10.8 30.0 19.5 236.0
## 2011 347.4 561.0 235.5 56.8 79.0 32.7 13.0 9.3 6.5 10.2 98.6 300.4
## 2012 177.0 443.3 335.2 197.9 42.5 11.5 5.0 0.5 3.0 105.3 155.0 78.5
## 2013 325.5 185.0 197.6 20.2 17.8 39.6 15.5 0.0 5.6 51.5 51.5 373.0
## 2014 461.0 405.0 125.5 108.0 19.0 45.5 17.5 2.0 28.5 179.3 155.5 154.0
## 2015 388.0 350.5 366.8 219.5 42.7 19.2 22.1 28.6 13.9 22.3 84.6 267.9
## 2016 282.0 439.3 139.0 130.0 66.8 28.2 19.3 17.0 11.5 80.5 218.0 206.5
## 2017 333.0 403.3 330.5 144.5 78.5 11.8 10.5 6.5 6.3 63.4 90.0 323.0
## 2018 291.5 381.0 154.0 131.2 117.5 20.0 46.5 3.0 12.0 181.0 211.0 383.0
## 2019 323.5 313.0 206.5 140.0 67.5 34.0 13.5 0.0 9.5 36.7 109.7 222.0
## 2020 318.1 389.5 100.5 258.5 23.5 10.0 15.0 5.5 21.0 72.5 110.5 133.5
## 2021 411.3 225.5 436.5 146.0 26.5 23.5 5.6 0.0 48.5 9.5 183.0 314.0
## 2022 256.5 392.3 250.5 96.1 28.5 18.0 5.0 7.0 20.0 7.0 64.5 277.8
## 2023 326.0 107.5 401.5 159.5 26.9 15.0 17.5 3.5 10.8 63.0 117.0 304.0
## 2024 124.0 291.0 231.0 222.5 54.0Precipitacion Máxima (mm):
## [1] 635.2Estacion: Aguas Blancas - Rio Bermejo
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1945 143.2 140.0 252.5 128.8 5.0 2.0 0.0 14.0 16.1 76.1 40.5 275.1
## 1946 124.4 182.1 131.6 25.5 40.4 9.5 24.5 1.1 9.1 99.9 147.6 211.4
## 1947 225.7 163.1 151.5 47.8 42.8 24.6 5.0 11.7 36.1 17.9 76.7 34.6
## 1948 197.4 298.0 45.0 39.5 4.6 2.2 1.5 0.0 12.5 31.6 122.2 161.9
## 1949 214.7 242.9 84.1 53.6 13.6 23.9 9.5 0.0 23.0 119.0 298.1 205.3
## 1950 240.1 362.2 65.1 44.8 7.5 15.7 0.0 0.0 3.5 21.6 30.7 79.8
## 1951 344.3 204.2 86.1 64.8 0.0 19.0 0.0 1.6 0.0 97.3 90.8 472.3
## 1952 116.9 329.0 199.4 17.5 12.0 15.5 0.0 10.8 20.9 73.1 79.2 148.6
## 1953 144.1 108.1 89.8 112.2 17.7 16.7 10.5 0.0 0.0 93.3 200.8 118.3
## 1954 224.3 269.7 73.1 88.2 13.9 25.1 10.5 8.6 20.4 25.3 205.8 169.2
## 1955 163.5 264.9 225.8 6.1 24.0 7.6 0.0 0.0 0.0 15.8 119.0 336.9
## 1956 139.2 381.5 55.3 34.4 3.7 42.2 10.1 112.0 3.0 169.1 184.7 233.7
## 1957 221.5 279.3 228.1 103.2 8.1 16.0 0.0 5.5 28.2 82.4 181.9 199.5
## 1958 197.5 NA NA NA NA NA NA NA NA NA NA NA
## 1959 NA NA NA NA NA NA 15.9 16.5 3.3 130.4 187.5 405.0
## 1960 538.7 261.6 454.7 64.7 17.2 16.2 19.6 NA NA NA NA NA
## 1961 NA NA NA NA NA NA NA NA NA NA NA NA
## 1962 NA NA NA NA NA NA NA NA NA NA NA NA
## 1963 NA NA NA NA NA NA 30.5 0.0 8.7 46.1 80.3 80.7
## 1964 142.9 125.1 276.4 65.8 47.1 3.0 4.6 0.0 42.3 90.2 117.0 210.1
## 1965 305.4 158.1 80.3 56.5 22.5 4.0 7.5 9.1 11.2 64.4 55.6 228.7
## 1966 255.2 235.1 167.4 70.0 69.7 6.5 0.0 0.0 5.1 83.6 197.9 221.4
## 1967 49.7 179.5 89.6 7.6 37.8 4.3 20.5 7.5 23.6 105.4 196.9 114.3
## 1968 472.5 220.6 86.8 48.4 0.9 10.7 10.4 27.8 9.1 75.6 139.2 155.5
## 1969 141.8 568.5 79.3 36.5 46.5 10.0 3.7 0.0 0.9 35.1 72.4 102.5
## 1970 299.2 279.5 197.4 158.1 31.8 39.9 NA NA 2.2 37.6 49.2 148.1
## 1971 281.2 145.8 248.7 88.7 12.3 1.4 5.2 0.5 3.4 123.6 59.7 124.3
## 1972 149.3 104.9 163.9 129.7 24.8 10.9 13.5 3.6 36.8 66.3 152.9 245.7
## 1973 283.0 126.2 375.7 71.3 34.2 9.6 9.3 8.2 4.8 19.5 121.9 129.5
## 1974 271.2 270.0 300.9 154.6 7.1 28.7 16.1 8.4 32.6 73.9 42.1 224.4
## 1975 297.5 253.5 176.2 72.8 26.2 19.4 5.0 9.0 14.4 79.1 160.9 203.1
## 1976 300.9 282.1 258.9 10.5 42.2 0.0 0.0 12.0 16.6 3.0 64.0 228.3
## 1977 314.8 178.9 326.9 102.9 39.1 21.5 12.5 7.8 53.2 25.1 162.5 203.1
## 1978 118.2 143.3 124.4 71.1 8.3 1.6 0.0 0.0 4.2 77.8 179.1 194.9
## 1979 251.7 170.3 258.2 79.6 12.8 6.6 27.2 5.5 19.4 28.6 285.5 383.1
## 1980 425.1 122.9 225.4 132.5 34.9 19.8 1.7 14.8 0.0 70.9 121.3 147.8
## 1981 351.2 520.9 211.2 130.4 16.0 3.9 6.1 13.7 14.8 32.9 132.2 48.4
## 1982 248.6 287.7 575.4 92.8 20.1 16.7 17.4 0.0 26.6 22.8 66.2 378.1
## 1983 335.2 173.6 66.8 138.9 39.9 8.3 23.8 5.8 0.0 40.7 20.3 87.3
## 1984 225.2 185.8 425.2 38.0 42.2 0.0 8.9 35.3 0.0 62.9 121.2 217.2
## 1985 315.3 NA NA 242.5 19.3 0.0 22.5 28.3 0.0 88.9 126.0 216.2
## 1986 162.7 229.1 108.0 103.6 20.6 6.3 20.1 19.3 35.4 22.4 167.3 340.1
## 1987 360.6 69.5 109.5 238.8 33.4 0.0 5.0 6.9 0.0 12.8 398.5 463.4
## 1988 243.8 95.1 380.3 122.7 44.8 0.4 32.2 0.0 0.0 27.6 18.8 124.0
## 1989 145.5 113.1 290.3 60.9 13.6 54.2 18.5 0.0 12.2 77.9 105.0 154.1
## 1990 235.8 157.2 334.4 376.4 38.8 11.8 0.0 0.0 2.0 57.8 213.7 271.0
## 1991 337.5 266.4 484.1 157.0 35.8 8.1 6.6 1.7 23.6 64.0 332.3 251.8
## 1992 318.3 346.6 119.5 52.8 29.4 3.5 15.3 8.0 34.0 16.5 182.9 289.6
## 1993 245.6 119.5 298.5 108.5 19.5 0.7 21.2 2.5 5.4 63.2 145.3 131.9
## 1994 235.5 505.3 96.1 49.7 103.0 14.6 2.5 5.7 37.9 147.2 123.1 248.5
## 1995 239.4 152.4 349.0 9.6 64.2 10.1 5.1 3.7 26.7 51.0 145.1 132.4
## 1996 259.2 285.6 129.1 118.6 76.0 15.6 0.0 4.0 15.0 55.8 104.7 177.4
## 1997 280.4 337.1 243.8 82.0 39.5 3.0 5.0 9.6 14.5 29.5 24.8 99.7
## 1998 216.0 99.4 170.6 96.8 23.8 15.3 13.2 31.6 8.2 74.1 261.0 80.8
## 1999 421.9 271.7 346.3 75.7 57.8 17.6 19.9 0.7 54.2 92.2 43.6 63.7
## 2000 222.8 245.0 254.5 106.5 28.7 15.7 17.5 4.0 0.0 104.5 150.1 205.3
## 2001 258.3 372.2 78.9 121.9 24.0 15.3 1.0 2.0 52.3 121.7 78.7 62.9
## 2002 207.6 246.8 164.1 68.8 58.5 6.5 11.0 0.0 10.0 199.9 71.0 132.2
## 2003 506.4 201.0 261.7 65.8 28.5 12.5 1.0 3.0 3.0 130.5 145.3 288.2
## 2004 218.0 160.5 141.8 147.3 34.8 12.2 0.0 10.2 53.0 13.0 127.9 240.8
## 2005 177.1 190.5 185.0 107.2 23.8 15.3 1.5 0.0 17.2 15.0 58.8 403.2
## 2006 359.4 239.1 473.5 246.7 32.0 7.5 0.0 4.5 3.5 71.5 181.4 541.2
## 2007 394.1 316.4 359.2 56.2 27.3 9.0 5.8 0.5 10.4 43.1 142.4 158.8
## 2008 442.6 448.7 460.4 115.4 4.3 0.0 0.0 10.0 3.5 43.8 68.2 369.8
## 2009 135.9 286.2 291.8 139.7 62.8 0.0 0.0 0.0 0.7 8.0 204.5 440.0
## 2010 113.3 401.0 130.0 53.8 34.0 12.8 1.5 0.0 8.0 18.5 33.0 265.0
## 2011 242.0 542.5 136.2 65.0 37.2 15.0 12.5 2.5 2.5 35.0 41.0 307.7
## 2012 206.5 205.5 193.5 276.2 36.7 7.7 1.0 0.0 2.5 27.5 196.5 183.5
## 2013 157.0 173.5 92.5 22.0 8.0 30.5 11.0 0.0 4.5 27.0 49.0 123.5
## 2014 339.5 284.0 102.0 106.5 9.5 33.5 8.0 0.0 24.0 119.5 211.5 210.5
## 2015 296.1 155.5 319.0 263.0 46.0 11.5 7.0 35.5 9.5 10.5 78.7 102.0
## 2016 258.5 184.5 120.0 61.0 38.0 28.5 16.5 8.5 13.5 45.5 207.5 287.5
## 2017 177.5 287.5 161.0 152.0 34.8 10.5 13.0 1.5 6.6 33.5 68.0 358.0
## 2018 306.3 176.5 97.0 183.0 66.5 10.0 24.5 0.0 20.0 183.0 238.5 184.0
## 2019 193.0 308.3 279.5 129.5 68.0 36.5 4.0 0.0 2.5 50.5 59.0 253.5
## 2020 101.0 431.5 106.5 89.0 23.5 5.0 9.5 6.5 8.5 22.0 167.5 174.5
## 2021 463.5 191.0 552.0 57.0 35.5 8.0 0.0 0.5 6.3 39.0 91.5 325.8
## 2022 149.0 190.5 42.5 139.5 18.5 8.0 5.0 3.5 33.0 6.0 33.0 128.5
## 2023 201.5 107.0 238.0 242.5 55.0 14.5 5.0 0.0 11.0 28.0 50.5 288.0
## 2024 50.5 313.5 287.0 342.8 21.5Precipitacion Máxima (mm):
## [1] 575.4Estacion: Cuatro Cedros - Rio Pescado
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1964 185.3 205.2 340.3 71.6 29.3 6.7 4.3 0.0 28.8 156.4 145.5 121.2
## 1965 254.2 179.4 74.6 59.1 28.4 12.4 13.1 12.2 17.6 57.2 51.7 164.2
## 1966 323.3 358.0 157.8 80.6 56.8 3.2 6.3 0.0 0.6 79.5 103.8 172.9
## 1967 81.7 241.6 177.8 12.7 35.6 12.7 14.0 2.7 41.3 194.1 289.2 86.4
## 1968 441.3 260.5 74.9 84.2 13.3 15.0 13.3 11.4 14.3 110.9 147.1 253.1
## 1969 163.8 493.1 69.6 31.2 54.7 9.4 4.5 6.5 3.6 36.5 97.3 92.9
## 1970 221.0 151.4 182.5 134.1 47.6 NA 0.0 0.0 17.2 53.3 51.4 278.7
## 1971 176.5 231.6 273.7 74.4 25.3 4.3 4.4 0.0 3.6 109.5 117.3 146.2
## 1972 141.4 55.9 226.2 113.2 7.5 11.0 0.0 3.7 30.1 87.3 160.0 255.5
## 1973 207.1 187.9 425.4 110.9 58.8 2.0 11.8 8.5 17.7 25.5 96.8 122.7
## 1974 184.7 450.3 337.4 153.2 16.1 27.9 12.2 12.5 35.6 33.9 30.5 243.7
## 1975 272.6 222.4 179.9 169.6 24.3 14.2 14.6 14.4 22.6 59.3 110.4 246.1
## 1976 314.6 295.3 303.5 29.3 36.1 1.6 3.3 18.9 15.4 1.2 41.6 199.9
## 1977 388.0 250.3 220.5 168.6 45.3 38.9 11.2 7.7 79.3 31.1 191.9 251.2
## 1978 223.9 275.4 99.0 92.5 13.2 0.2 0.0 0.0 7.5 72.5 191.5 337.1
## 1979 275.6 176.4 396.7 130.8 8.5 8.8 26.2 47.4 21.9 36.2 252.4 329.7
## 1980 407.1 170.2 194.6 NA NA NA NA NA NA NA NA NA
## 1981 496.0 208.0 NA NA 13.0 8.0 9.5 18.0 19.5 22.5 211.5 172.1
## 1982 244.5 284.8 132.7 159.2 18.9 21.0 24.0 6.3 65.4 52.3 91.3 340.1
## 1983 285.8 368.3 226.5 154.4 81.3 20.3 24.1 10.3 NA NA 93.3 262.3
## 1984 464.0 172.0 689.7 105.2 65.9 30.5 11.0 37.0 0.0 42.4 174.5 281.1
## 1985 364.7 668.7 190.4 292.7 30.6 3.0 21.4 32.0 29.9 173.9 207.3 214.0
## 1986 221.0 375.5 218.4 87.9 26.7 11.1 14.5 47.1 32.7 88.1 173.6 424.9
## 1987 522.5 104.1 123.4 209.9 21.6 7.0 6.8 14.2 0.0 14.0 311.9 371.7
## 1988 498.2 154.8 253.4 150.0 50.0 0.2 28.0 0.0 1.7 38.2 5.9 146.7
## 1989 159.9 169.5 247.2 84.5 10.7 85.4 21.2 0.0 7.4 100.6 94.3 165.7
## 1990 175.3 207.6 514.1 509.7 50.8 11.8 0.6 5.9 2.6 69.8 138.2 308.5
## 1991 328.7 290.0 397.2 197.0 34.0 12.4 9.0 2.5 77.8 94.0 264.0 174.3
## 1992 410.1 466.8 107.4 77.4 41.8 5.8 16.8 5.4 19.0 30.4 64.9 341.5
## 1993 228.3 178.5 296.0 169.0 38.0 5.2 25.3 9.0 11.2 86.7 186.5 214.0
## 1994 378.1 458.3 68.2 88.3 54.3 10.6 3.1 6.1 37.2 214.3 92.2 217.5
## 1995 377.0 78.8 332.6 28.5 96.2 15.5 9.0 7.7 28.5 119.5 129.8 64.0
## 1996 303.0 268.0 130.5 93.3 65.6 18.6 0.0 4.0 17.1 33.4 156.5 300.0
## 1997 273.5 250.0 259.0 112.5 24.8 6.6 7.7 12.1 14.2 36.9 88.5 172.5
## 1998 224.5 65.0 237.3 127.3 41.5 24.7 15.4 41.0 19.0 75.0 195.5 85.5
## 1999 406.0 173.5 325.5 91.5 59.7 30.4 38.5 2.0 20.0 102.1 70.8 75.0
## 2000 273.5 218.2 308.9 153.8 23.4 9.0 21.3 4.0 0.0 141.8 199.7 131.8
## 2001 249.3 296.8 148.9 272.4 35.1 27.0 2.8 1.0 65.0 114.0 213.5 103.8
## 2002 257.9 343.1 265.4 159.5 48.4 4.0 11.5 2.9 8.0 310.2 110.0 152.0
## 2003 517.5 253.0 267.9 87.5 30.0 14.5 0.0 7.0 7.0 132.5 229.5 324.0
## 2004 223.8 238.5 213.5 194.0 56.4 11.6 0.0 32.7 73.0 14.3 226.5 173.8
## 2005 170.5 224.3 244.3 109.9 11.0 10.7 3.8 0.0 18.5 25.8 49.6 461.3
## 2006 351.5 206.0 483.0 269.5 28.5 14.3 0.4 17.0 5.0 78.5 165.7 457.4
## 2007 426.2 290.5 267.4 92.9 40.4 7.0 6.5 0.0 14.5 59.5 140.5 241.2
## 2008 395.5 251.0 439.7 237.4 14.5 1.0 0.0 7.7 0.0 67.3 53.0 296.2
## 2009 157.0 411.5 359.7 161.0 53.0 0.0 1.0 0.0 2.1 5.3 271.0 685.0
## 2010 79.5 413.1 175.1 75.8 37.0 11.0 3.2 0.0 4.8 20.8 40.7 286.2
## 2011 220.5 328.1 136.1 55.9 43.3 14.5 12.3 5.8 0.8 19.5 68.8 238.0
## 2012 166.0 231.5 180.0 336.6 25.2 9.3 2.0 1.7 0.6 44.5 149.8 142.0
## 2013 149.5 103.3 122.5 27.1 12.2 37.5 12.3 0.0 2.3 34.9 51.6 174.9
## 2014 404.3 295.5 236.0 79.8 34.3 32.5 5.4 0.0 63.5 70.0 228.7 206.5
## 2015 286.0 166.0 414.7 178.4 55.0 15.6 14.5 41.0 10.2 16.2 99.1 162.5
## 2016 367.5 258.5 159.0 105.8 63.3 22.6 18.5 16.0 11.8 42.6 338.0 206.8
## 2017 253.0 193.0 245.8 142.0 51.5 15.0 13.0 1.5 4.5 39.6 62.3 241.0
## 2018 350.5 349.5 136.1 133.5 115.0 13.3 26.0 6.5 14.5 209.5 242.5 177.4
## 2019 229.0 186.3 204.0 162.8 92.0 22.8 4.0 0.0 6.5 50.8 93.6 285.1
## 2020 212.3 508.5 135.0 132.0 28.0 9.5 14.5 6.5 29.0 52.5 80.1 183.1
## 2021 362.6 359.0 510.1 94.7 23.8 18.0 0.0 0.0 25.6 22.0 116.8 302.6
## 2022 104.2 296.5 112.1 110.8 15.5 12.0 6.0 5.0 8.5 8.5 25.7 143.9
## 2023 307.0 82.1 119.6 224.7 9.6 1.0 5.5 0.0 13.0 16.5 80.0 224.0
## 2024 116.7 362.0 216.0 229.0 52.5Precipitacion Máxima (mm):
## [1] 689.7Estacion: San Telmo - Rio Grande de Tarija
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1971 67.6 169.8 124.1
## 1972 173.2 93.8 182.6 103.5 13.6 14.8 7.7 8.0 16.6 19.5 69.3 247.2
## 1973 347.9 138.2 422.7 190.7 48.2 10.0 16.7 3.6 5.5 9.3 165.6 241.3
## 1974 318.0 340.1 109.8 227.1 112.4 47.0 14.3 4.5 6.3 63.0 54.3 185.3
## 1975 164.7 158.4 157.9 99.6 27.7 22.2 0.6 9.0 13.2 84.1 163.6 331.9
## 1976 362.2 325.0 289.8 7.7 36.8 0.0 6.5 8.2 11.6 2.2 78.8 238.5
## 1977 349.6 198.0 279.6 124.6 53.9 10.6 15.0 6.7 61.9 63.0 192.9 325.1
## 1978 303.0 243.4 75.5 162.4 8.2 0.0 0.0 0.0 0.0 81.5 205.6 156.6
## 1979 242.7 262.8 198.2 83.7 12.8 5.2 23.5 6.0 18.7 81.8 155.2 317.6
## 1980 392.3 227.4 232.6 146.1 22.2 32.5 0.0 11.4 0.0 79.9 175.7 181.9
## 1981 482.3 291.5 94.0 259.0 44.3 4.2 2.3 30.1 9.9 11.8 259.6 140.2
## 1982 299.5 308.3 540.2 129.2 0.0 29.0 25.7 6.3 16.4 21.0 105.4 266.2
## 1983 NA 158.2 145.5 138.5 54.2 13.8 28.7 16.9 5.4 19.7 90.8 191.1
## 1984 265.4 235.3 452.0 52.8 30.9 31.8 13.2 45.5 3.1 177.9 219.6 311.3
## 1985 280.8 429.2 173.0 101.9 11.3 6.1 7.6 18.1 24.3 73.8 146.1 172.0
## 1986 105.2 225.3 160.9 107.7 15.8 13.6 16.1 17.9 28.9 47.9 148.1 324.3
## 1987 441.4 156.6 160.7 204.1 22.9 7.8 6.8 6.9 0.0 28.0 190.3 306.5
## 1988 351.9 78.8 254.8 181.6 28.1 1.5 29.6 0.0 0.2 24.5 28.8 191.1
## 1989 220.9 79.1 303.9 72.4 18.6 37.8 8.6 0.0 6.0 52.2 227.1 231.0
## 1990 228.2 245.3 284.1 426.8 31.1 10.5 0.0 0.0 2.4 47.9 272.6 391.3
## 1991 312.9 194.9 345.2 127.3 40.0 18.3 6.5 0.0 12.5 41.3 220.7 351.6
## 1992 274.6 579.1 151.9 42.3 45.4 4.5 12.6 8.2 40.5 25.5 50.5 108.8
## 1993 146.7 214.4 191.6 97.9 22.4 2.8 15.1 0.8 6.8 62.8 106.5 196.8
## 1994 236.5 437.6 102.0 69.4 41.0 15.8 3.3 9.7 37.9 171.7 128.9 178.1
## 1995 255.5 158.1 339.7 13.0 87.2 19.2 9.3 4.7 22.0 22.0 124.0 146.1
## 1996 233.9 424.7 303.1 177.0 72.4 25.0 0.0 2.7 14.4 103.8 101.1 290.5
## 1997 234.0 487.3 298.9 138.0 38.2 4.2 7.2 12.1 14.5 15.6 91.7 146.7
## 1998 174.8 92.5 174.5 175.0 19.1 13.7 16.2 26.7 11.9 58.0 209.5 179.9
## 1999 444.1 386.6 550.8 68.1 67.6 NA NA NA NA NA NA NA
## 2000 NA NA NA NA NA NA NA NA NA NA NA NA
## 2001 NA NA NA NA NA NA NA NA NA NA NA NA
## 2002 NA NA NA NA NA NA NA NA NA NA NA NA
## 2003 NA NA NA NA NA NA NA NA NA NA NA NA
## 2004 NA NA NA NA NA NA NA NA NA NA NA NA
## 2005 NA NA NA NA NA NA NA NA NA NA NA NA
## 2006 NA NA NA NA NA NA NA NA NA NA NA NA
## 2007 NA NA NA NA NA NA NA NA NA NA NA NA
## 2008 NA NA NA NA NA NA NA NA NA NA NA NA
## 2009 107.5 265.8 294.0 123.0 67.0 1.0 0.0 0.0 0.3 45.8 175.8 517.8
## 2010 147.5 370.0 156.3 63.3 35.5 14.8 1.5 0.0 1.3 25.0 22.5 199.2
## 2011 247.4 393.1 204.5 90.0 62.1 24.6 11.3 2.0 14.5 42.8 72.0 349.2
## 2012 257.5 367.3 233.0 223.2 28.2 6.5 0.0 0.0 0.0 73.0 131.5 125.0
## 2013 179.5 146.5 183.3 12.6 16.0 21.8 9.6 2.5 3.5 32.1 52.3 210.5
## 2014 251.0 337.0 116.2 93.3 10.7 38.5 4.1 0.4 7.5 88.4 193.5 172.5
## 2015 211.0 167.0 318.2 395.0 42.0 19.5 5.0 23.5 12.0 12.0 59.5 149.5
## 2016 374.0 278.5 114.5 52.0 49.0 24.0 18.0 14.0 14.5 51.5 231.5 203.5
## 2017 155.5 199.0 171.0 205.1 44.1 14.0 9.0 1.0 11.0 55.4 41.0 339.5
## 2018 441.0 218.0 97.2 132.0 46.7 9.0 42.5 0.0 19.5 177.5 139.5 176.0
## 2019 303.5 345.5 321.0 109.5 66.0 44.5 12.0 0.0 2.5 27.5 55.5 134.5
## 2020 237.0 419.5 118.0 70.0 22.0 1.5 19.5 6.0 6.5 24.0 149.0 112.0
## 2021 616.5 204.5 484.5 79.0 30.0 22.0 0.0 0.0 15.0 30.5 72.5 246.0
## 2022 165.0 339.0 32.5 165.0 36.0 0.0 8.0 6.0 23.0 6.5 14.5 85.5
## 2023 181.5 95.0 265.0 208.0 27.0 6.5 3.0 0.0 8.0 16.6 97.5 236.5
## 2024 137.5 117.0 239.5 195.0 31.0Precipitacion Máxima (mm):
## [1] 616.5Estacion: Pozo Sarmiento - Rio Bermejo
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1945 177.2 87.7 194.1 35.2 0.5 0.0 0.0 7.7 17.5 37.9 18.0 376.8
## 1946 51.5 151.0 63.3 9.6 9.3 2.5 1.4 0.0 2.5 45.8 60.8 81.0
## 1947 228.6 89.0 85.0 38.6 22.4 12.8 2.4 5.1 9.7 30.2 47.0 43.5
## 1948 74.4 152.9 133.0 23.2 35.9 0.0 0.0 0.0 3.5 25.5 49.6 118.3
## 1949 200.9 153.4 40.4 20.0 0.5 5.6 2.0 0.0 3.0 58.1 146.1 115.7
## 1950 233.6 157.1 77.7 13.6 5.6 9.2 0.0 0.0 16.6 9.5 54.0 34.7
## 1951 173.6 124.0 45.5 2.2 0.0 9.0 0.0 0.0 1.7 32.5 114.3 220.1
## 1952 239.4 118.9 101.8 23.9 4.5 3.0 0.0 3.5 16.5 132.0 38.4 61.3
## 1953 84.4 51.1 56.9 34.6 7.0 19.0 0.0 0.0 2.0 73.0 50.3 145.9
## 1954 234.2 140.5 96.5 74.0 12.5 4.2 2.3 4.0 3.0 36.0 141.6 149.6
## 1955 104.6 164.5 201.7 6.8 5.5 0.0 0.5 0.0 0.0 30.7 75.8 125.8
## 1956 126.6 394.5 46.7 53.9 0.0 32.7 0.5 59.7 4.0 169.7 136.1 119.3
## 1957 205.4 209.9 86.2 42.7 5.7 3.7 0.0 7.3 11.2 41.3 68.5 159.3
## 1958 142.4 NA NA NA NA NA NA NA NA NA NA NA
## 1959 NA NA NA NA NA NA NA NA NA NA NA NA
## 1960 181.7 103.1 214.8 18.7 2.1 3.1 8.3 NA NA NA NA NA
## 1961 NA NA NA NA NA NA NA NA NA NA NA NA
## 1962 NA NA NA NA NA NA NA NA 0.0 9.6 91.8 128.2
## 1963 NA NA NA NA NA NA 7.2 0.0 0.0 73.4 38.1 96.2
## 1964 102.6 101.5 142.9 24.6 14.7 0.0 0.0 0.0 16.0 26.5 91.0 70.1
## 1965 151.4 115.4 68.7 21.7 4.7 0.0 0.0 0.0 5.2 52.6 64.1 232.0
## 1966 174.5 173.1 97.9 61.1 36.3 0.0 0.0 0.0 9.0 42.6 86.8 126.8
## 1967 14.0 78.9 62.3 0.0 42.8 0.0 1.7 0.0 21.3 131.3 106.3 99.3
## 1968 281.0 228.2 37.6 33.0 0.0 1.6 7.2 0.2 0.0 81.4 113.8 83.7
## 1969 208.1 165.2 98.1 14.0 28.9 2.3 1.7 0.0 0.4 10.3 100.2 61.0
## 1970 203.7 173.3 98.5 45.8 25.9 9.5 0.0 0.0 2.3 20.6 24.6 138.3
## 1971 165.4 63.1 157.7 22.3 0.5 0.0 1.3 0.0 0.4 138.6 55.3 141.5
## 1972 154.7 71.2 99.0 53.6 3.3 1.9 1.7 0.0 2.8 44.8 49.9 212.0
## 1973 87.7 72.9 133.8 82.1 19.5 7.7 5.0 2.2 0.0 2.1 46.5 56.1
## 1974 161.6 419.6 177.5 95.3 4.5 17.5 6.6 0.0 10.9 36.1 17.0 131.7
## 1975 207.1 101.6 111.9 28.1 7.3 12.1 4.9 2.3 6.5 55.5 43.2 159.1
## 1976 285.7 101.8 159.6 0.0 5.3 1.4 0.0 4.0 15.3 0.4 97.0 137.6
## 1977 172.9 192.3 112.3 131.8 19.4 0.7 4.9 3.0 24.5 20.0 149.5 187.7
## 1978 133.1 172.6 82.8 64.8 4.0 0.0 0.0 0.0 9.6 35.9 81.9 92.1
## 1979 121.2 80.5 191.8 81.1 0.9 1.0 4.5 38.5 12.5 17.1 130.6 213.6
## 1980 244.1 118.2 259.3 75.6 15.6 1.7 0.0 12.7 0.0 73.1 71.1 70.9
## 1981 192.3 243.3 142.1 116.2 18.2 0.0 0.0 5.3 0.0 20.0 200.3 94.7
## 1982 177.7 179.4 176.3 137.5 1.1 0.0 0.0 3.0 45.6 19.7 39.2 139.2
## 1983 214.7 128.5 47.4 55.8 12.0 4.6 7.4 3.0 2.6 10.8 74.3 150.4
## 1984 258.4 217.8 352.9 22.9 11.4 16.4 1.2 6.9 0.0 34.1 67.6 215.0
## 1985 272.5 296.1 101.1 57.1 3.5 0.0 2.8 4.1 2.6 41.7 127.0 83.5
## 1986 149.9 214.6 104.6 41.2 14.9 9.4 1.8 36.5 6.2 15.3 149.5 248.7
## 1987 402.1 34.5 61.9 178.2 6.7 0.0 0.0 0.0 0.0 12.1 201.8 240.8
## 1988 NA NA 195.7 70.8 3.3 0.0 14.1 0.0 0.0 34.6 12.2 80.6
## 1989 104.9 69.5 241.5 50.1 9.9 28.0 5.5 0.0 1.1 27.2 53.4 158.4
## 1990 118.0 103.0 146.3 103.7 35.2 3.6 0.0 0.0 0.0 40.9 120.4 202.4
## 1991 289.0 222.9 309.5 97.7 11.5 2.3 1.0 0.0 34.5 122.1 181.1 118.6
## 1992 274.3 182.9 99.6 25.1 14.7 1.8 2.6 6.3 31.9 2.5 99.6 153.1
## 1993 172.8 131.5 254.9 91.4 1.5 0.0 3.8 1.2 0.8 88.2 42.3 141.7
## 1994 191.6 223.2 29.6 26.5 30.9 0.9 0.6 1.1 14.0 102.8 93.3 151.3
## 1995 185.6 45.4 188.4 14.5 15.8 6.4 0.5 0.0 44.7 9.6 18.1 47.0
## 1996 216.7 220.4 57.1 41.6 228.6 2.0 0.0 2.5 16.4 124.1 128.7 156.8
## 1997 258.1 356.8 259.5 36.0 12.4 0.0 0.0 0.0 13.6 38.4 93.4 32.7
## 1998 131.5 61.4 55.9 72.9 10.7 2.6 2.7 15.4 0.0 53.5 88.5 137.8
## 1999 272.5 152.7 334.8 45.9 30.8 6.9 10.7 0.0 37.2 23.0 36.4 47.7
## 2000 324.5 185.0 399.6 135.3 13.2 10.8 2.6 0.0 0.0 79.2 148.9 235.2
## 2001 199.0 235.3 102.2 48.4 7.4 6.8 0.0 0.0 29.4 134.5 58.0 67.0
## 2002 168.9 249.5 298.9 45.2 54.5 0.0 6.5 0.0 13.6 66.4 64.8 216.6
## 2003 244.3 338.7 130.6 34.6 18.7 9.4 0.0 0.0 1.7 62.8 186.7 172.9
## 2004 128.6 286.2 156.5 200.5 7.5 0.7 0.5 62.2 42.1 27.8 201.5 149.4
## 2005 117.4 90.2 122.4 37.7 0.0 1.5 0.0 0.0 9.6 17.8 49.3 287.8
## 2006 243.5 206.5 228.0 145.3 11.9 1.6 0.0 0.4 3.2 47.7 84.1 479.8
## 2007 244.6 144.6 107.2 21.8 13.0 0.0 0.0 0.0 15.5 52.1 145.9 152.9
## 2008 297.6 258.5 284.8 129.5 0.0 0.0 0.0 5.1 11.0 18.5 37.0 257.1
## 2009 138.0 154.9 160.5 77.5 22.0 0.0 0.0 0.0 0.0 22.7 221.5 376.0
## 2010 54.5 366.0 91.5 27.0 17.0 3.0 0.5 0.0 0.0 2.5 34.3 223.5
## 2011 50.5 339.0 137.0 69.0 5.0 6.5 15.0 0.0 1.0 7.5 27.0 139.5
## 2012 242.0 256.0 133.5 160.5 24.0 0.0 0.0 0.0 0.0 12.5 102.0 105.5
## 2013 76.0 56.5 86.0 2.5 9.0 38.0 7.5 0.0 0.0 65.5 41.0 104.0
## 2014 271.5 321.0 39.5 120.0 19.5 15.5 1.0 0.0 55.0 32.5 74.0 191.0
## 2015 147.5 99.0 209.0 59.0 33.5 9.0 11.0 22.5 0.5 10.0 63.0 58.5
## 2016 401.5 231.5 90.5 27.0 20.5 10.5 6.5 8.0 26.0 35.5 254.5 83.5
## 2017 178.0 131.0 137.0 95.5 7.0 1.0 2.5 1.0 2.5 3.0 68.0 202.5
## 2018 127.0 66.0 100.5 88.5 17.0 1.0 10.5 0.0 8.3 111.0 100.0 162.5
## 2019 122.0 233.2 118.9 64.5 19.0 11.5 0.0 0.0 0.0 13.6 88.5 137.5
## 2020 133.5 316.5 46.0 57.2 5.5 0.0 3.5 7.0 8.0 14.0 80.5 47.5
## 2021 257.5 138.1 195.6 13.0 13.3 6.9 0.0 0.0 16.5 0.5 73.2 82.5
## 2022 183.0 80.5 118.5 107.0 0.5 0.5 5.0 1.0 15.0 3.0 19.0 54.2
## 2023 153.5 49.5 182.5 132.0 7.9 2.5 0.0 0.0 0.7 12.9 43.7 122.8
## 2024 86.7 132.0 131.0 51.0 1.4Precipitacion Máxima (mm):
## [1] 479.8Estacion: Caimancito - Rio San Francisco
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1947 263.0 39.4 124.1 59.6 18.2 11.4 0.0 1.0 8.1 23.0 54.0 22.7
## 1948 94.0 136.6 142.5 5.8 0.2 0.0 0.0 2.5 0.7 11.8 47.1 149.8
## 1949 114.3 112.4 137.7 19.3 9.6 27.6 4.6 0.0 9.0 55.3 289.9 172.2
## 1950 212.3 336.2 102.9 39.7 10.4 4.2 0.0 0.0 0.0 0.0 58.3 75.9
## 1951 237.9 115.3 154.6 71.8 0.0 23.4 0.0 0.6 2.7 50.0 186.9 326.5
## 1952 290.7 187.2 158.1 16.5 16.0 3.9 0.0 8.9 7.8 68.3 165.2 81.3
## 1953 49.7 72.0 98.6 14.5 25.7 31.6 0.0 0.0 0.0 67.1 43.4 88.9
## 1954 251.9 209.7 107.4 141.5 7.2 8.1 5.5 15.0 11.1 8.4 118.9 116.9
## 1955 73.0 271.7 208.3 9.6 0.0 0.0 0.0 0.0 15.1 6.5 31.3 101.6
## 1956 113.9 264.5 33.8 37.7 1.0 27.0 1.8 69.7 0.0 94.1 130.4 88.1
## 1957 145.4 128.8 103.0 52.8 2.5 4.5 0.0 30.0 6.6 99.5 77.6 282.5
## 1958 128.4 195.2 28.1 24.8 6.3 3.1 0.0 NA NA NA NA NA
## 1959 NA NA NA NA NA NA NA NA NA NA NA NA
## 1960 NA NA NA NA NA NA NA NA NA NA NA NA
## 1961 NA NA NA NA NA NA NA NA NA NA NA NA
## 1962 NA NA NA NA NA NA NA NA NA NA NA NA
## 1963 NA NA NA NA NA NA NA NA NA NA NA NA
## 1964 NA NA NA NA NA NA NA NA 0.0 60.0 76.9 45.2
## 1965 176.2 156.9 119.7 24.3 8.4 34.5 0.0 0.0 12.0 9.2 43.3 225.7
## 1966 260.6 241.7 176.2 84.6 22.7 0.0 0.0 0.0 9.4 NA NA NA
## 1967 NA NA NA NA NA NA NA NA NA NA NA NA
## 1968 NA 162.1 32.3 33.1 2.0 4.9 2.1 NA NA 24.2 130.7 79.4
## 1969 151.0 238.5 76.5 133.9 44.8 4.0 11.3 3.0 1.9 38.6 89.2 92.7
## 1970 246.3 134.9 66.6 69.2 29.4 36.1 0.0 0.0 1.0 1.2 36.4 58.1
## 1971 217.9 114.2 163.3 62.1 1.6 4.0 1.0 0.0 0.7 56.0 118.7 148.6
## 1972 230.2 91.9 202.8 95.4 8.3 3.7 6.7 4.2 10.2 20.7 21.2 205.7
## 1973 182.8 170.7 161.8 126.6 21.0 5.1 6.1 0.0 0.0 2.9 58.2 56.4
## 1974 378.1 356.6 194.6 149.8 10.7 28.9 14.3 6.6 20.7 41.4 14.4 101.6
## 1975 266.8 238.6 104.1 170.0 18.5 32.4 11.9 15.4 27.2 22.2 64.0 109.3
## 1976 293.1 239.0 293.8 3.2 43.6 0.0 4.2 18.6 7.7 0.0 13.4 165.0
## 1977 299.3 354.3 96.2 159.8 52.8 3.5 0.0 4.1 28.6 28.5 127.7 209.8
## 1978 305.4 136.0 168.7 NA NA NA 0.0 0.0 9.4 84.1 79.8 240.9
## 1979 163.5 212.4 136.6 64.1 0.0 6.8 14.4 7.1 8.6 7.3 171.7 236.0
## 1980 358.8 196.0 447.9 136.9 34.7 5.6 0.0 20.1 0.0 56.0 92.9 139.5
## 1981 275.2 540.9 128.5 190.5 20.5 NA 9.9 0.0 2.9 5.4 71.1 101.3
## 1982 218.0 265.5 226.0 357.8 NA NA NA NA NA NA 75.4 258.4
## 1983 346.9 171.7 118.3 159.1 26.5 6.8 2.0 1.4 0.3 3.0 88.1 122.8
## 1984 220.8 125.3 489.2 50.0 27.6 10.8 1.8 2.6 19.2 30.4 225.6 156.7
## 1985 178.5 381.2 169.4 180.8 7.6 6.3 6.7 15.7 26.8 32.8 46.2 61.8
## 1986 65.9 139.8 198.9 69.7 20.2 7.7 18.4 18.6 0.0 27.9 81.4 270.8
## 1987 705.9 27.7 226.5 211.3 1.1 0.0 0.0 7.7 1.4 10.8 187.6 108.5
## 1988 286.1 109.6 240.7 73.4 12.6 0.0 14.1 0.0 0.0 19.2 0.3 108.7
## 1989 97.2 85.6 347.4 223.7 11.9 31.0 5.6 0.0 0.8 55.2 54.1 148.9
## 1990 190.7 72.2 168.0 233.8 95.9 0.0 0.0 8.2 2.3 59.6 161.8 141.9
## 1991 471.6 261.4 314.5 146.3 57.9 0.0 6.7 0.0 0.0 89.8 60.2 17.0
## 1992 145.2 NA NA 108.0 0.0 0.0 0.0 0.0 11.0 4.0 94.0 189.0
## 1993 49.6 113.4 139.0 54.3 16.0 0.2 4.9 6.8 5.0 49.5 110.1 129.8
## 1994 336.7 272.7 58.6 38.7 19.0 1.6 4.2 0.8 3.1 56.9 58.7 113.1
## 1995 309.3 88.2 214.7 18.8 33.2 10.2 0.5 0.0 14.2 11.5 72.6 72.4
## 1996 211.7 176.5 67.3 32.8 86.9 18.1 0.0 0.0 17.4 27.2 54.6 126.7
## 1997 320.7 256.9 225.2 3.6 25.4 1.2 7.5 0.5 4.8 7.4 55.3 72.9
## 1998 276.8 125.5 167.6 64.3 6.2 8.3 1.8 14.8 2.0 120.9 108.7 107.5
## 1999 345.2 282.5 204.7 37.8 46.0 11.7 8.2 2.9 7.4 44.7 49.0 38.4
## 2000 88.9 252.1 205.3 111.3 25.5 22.9 4.8 3.7 0.0 93.9 70.9 198.4
## 2001 264.2 155.8 140.7 250.1 30.3 23.9 1.2 1.5 15.6 28.2 68.2 131.1
## 2002 189.3 221.8 194.3 25.8 24.1 0.0 2.6 4.5 0.0 177.9 130.5 128.7
## 2003 349.0 207.6 245.7 32.8 17.8 6.8 0.0 1.5 3.2 44.8 19.0 203.5
## 2004 108.5 167.7 92.2 83.9 59.6 10.0 0.0 4.0 64.5 0.0 124.1 142.8
## 2005 169.1 71.8 275.9 118.1 7.9 3.5 7.8 0.0 28.9 19.8 62.0 388.9
## 2006 118.8 160.0 303.7 151.1 18.5 2.4 0.9 1.6 0.3 27.0 51.9 480.9
## 2007 211.7 201.2 259.8 54.8 25.5 5.0 1.5 1.4 17.0 33.5 51.5 176.8
## 2008 211.7 194.0 325.1 109.1 14.8 0.0 0.0 6.0 0.0 27.8 38.6 265.0
## 2009 124.7 124.0 203.4 94.0 38.4 0.0 1.5 0.0 0.5 0.0 80.1 254.5
## 2010 207.1 223.1 227.9 32.3 13.9 2.7 3.5 0.0 4.0 6.0 10.0 132.2
## 2011 324.1 216.6 140.5 60.0 12.1 20.6 2.5 5.0 1.7 14.0 26.5 245.4
## 2012 211.0 149.0 98.6 140.0 42.5 5.0 0.0 7.5 0.0 16.5 95.2 111.0
## 2013 121.5 90.0 56.7 10.0 7.0 18.5 2.5 0.0 0.5 14.5 62.5 187.5
## 2014 230.5 383.7 91.6 168.5 113.7 14.5 8.5 1.0 0.0 37.0 13.0 232.5
## 2015 192.5 178.0 176.0 104.0 29.5 8.0 5.5 16.0 0.8 18.0 82.0 75.0
## 2016 363.0 314.5 37.3 129.0 23.0 7.0 7.0 1.5 12.5 20.5 110.5 78.8
## 2017 189.0 227.0 126.0 162.5 36.8 0.0 13.5 4.8 2.0 5.0 15.7 144.2
## 2018 296.5 159.0 222.0 149.5 66.0 5.5 7.8 0.0 1.0 141.5 169.0 211.0
## 2019 290.5 138.5 211.6 93.0 25.8 11.0 2.5 0.0 0.0 29.3 64.8 58.0
## 2020 329.5 178.0 NA 102.5 3.5 2.0 1.3 10.0 5.5 8.5 70.5 80.0
## 2021 270.0 130.0 232.0 128.5 14.5 13.5 0.0 0.0 7.5 0.0 24.0 77.0
## 2022 137.0 191.0 99.5 81.0 0.0 10.0 3.5 3.5 16.0 5.0 35.5 115.0
## 2023 209.5 98.0 257.8 179.9 3.0 4.0 0.5 0.8 13.0 10.0 25.5 177.0
## 2024 176.0 192.8 84.0 131.0 20.5Precipitacion Máxima (mm):
## [1] 705.9Estacion: El Colorado - Rio Bermejo
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1966 113.5 485.2 136.5 69.6 73.0 32.0 12.5 64.5 0.6 137.9 104.8 72.6
## 1967 NA NA NA NA NA NA NA NA NA NA NA NA
## 1968 146.9 93.4 45.6 108.6 121.3 5.7 18.1 NA NA NA 1.8 204.4
## 1969 146.9 93.4 45.6 108.6 121.3 5.7 18.1 5.1 43.8 160.8 65.1 67.8
## 1970 80.7 89.4 125.1 39.0 109.7 33.3 21.5 30.6 97.3 122.7 48.7 122.2
## 1971 175.7 112.4 209.6 197.7 27.2 33.1 113.6 53.6 28.3 90.4 86.5 226.1
## 1972 88.6 30.7 207.3 NA NA 49.9 NA 89.8 64.2 60.1 117.9 219.4
## 1973 200.9 71.6 231.0 179.0 83.5 87.9 102.1 39.8 24.0 109.0 129.7 142.2
## 1974 34.4 196.6 92.7 148.1 22.0 7.6 69.3 12.4 6.7 232.0 59.3 132.0
## 1975 46.2 77.8 122.2 61.5 22.3 45.0 3.3 72.0 52.1 54.0 280.0 107.1
## 1976 72.6 20.0 116.9 54.6 0.0 12.0 0.0 12.0 33.7 145.3 70.8 87.0
## 1977 161.5 14.2 62.9 57.8 95.1 2.9 27.6 45.1 2.5 105.7 145.1 207.0
## 1978 106.5 125.0 49.5 55.5 26.8 9.5 32.0 1.0 70.3 110.5 144.8 62.5
## 1979 34.5 150.5 107.0 79.8 45.0 3.5 31.3 45.3 54.0 116.8 77.7 285.5
## 1980 113.3 74.0 147.8 137.0 138.5 95.0 0.0 22.5 48.8 127.5 341.5 80.5
## 1981 349.5 132.0 233.0 130.5 192.5 26.5 4.2 24.5 40.0 31.0 241.5 94.0
## 1982 131.4 234.8 43.0 97.0 6.0 123.0 23.5 40.5 220.0 93.0 259.8 162.5
## 1983 148.5 234.5 47.0 203.5 644.0 21.0 77.5 5.3 6.0 51.5 111.0 63.5
## 1984 116.8 55.0 142.5 133.0 91.5 100.0 8.5 6.0 95.8 202.5 213.5 110.2
## 1985 107.3 177.0 24.5 288.5 114.0 0.5 31.0 55.5 125.0 135.0 52.0 140.0
## 1986 32.5 228.5 344.5 297.5 181.5 108.5 42.5 4.8 124.0 220.5 172.0 223.0
## 1987 217.5 180.0 54.5 81.5 82.5 52.5 102.5 41.0 23.0 119.5 73.5 237.7
## 1988 221.0 14.5 84.0 116.5 14.0 0.0 0.0 0.0 10.5 103.0 70.5 82.0
## 1989 69.0 80.0 283.5 181.0 0.0 44.5 19.0 43.5 23.0 57.0 48.0 62.0
## 1990 89.5 72.0 NA 262.0 32.0 105.0 NA 35.5 100.0 62.0 47.5 75.0
## 1991 69.0 163.5 63.0 131.0 78.0 7.0 7.0 0.0 43.0 106.5 128.5 230.0
## 1992 74.0 NA 97.0 201.0 0.0 90.0 2.5 48.0 35.0 217.0 124.0 325.5
## 1993 177.0 53.5 109.5 33.0 7.5 10.0 30.5 68.0 4.0 52.0 155.0 82.5
## 1994 28.0 212.0 198.5 126.5 144.0 13.0 42.0 44.5 49.5 144.0 209.0 69.0
## 1995 108.5 56.5 342.0 232.0 120.5 1.0 2.0 4.0 32.0 32.0 75.0 27.0
## 1996 138.0 164.0 203.0 133.0 80.0 12.5 13.0 13.0 57.5 321.0 182.0 264.0
## 1997 77.0 150.0 17.0 95.0 13.0 20.0 0.0 0.0 25.0 123.0 250.0 28.0
## 1998 132.0 199.0 125.5 365.0 0.0 0.0 12.0 34.0 74.0 119.0 98.0 211.0
## 1999 192.0 115.0 176.0 73.5 25.0 6.0 0.0 0.0 11.0 29.0 66.0 144.0
## 2000 90.0 316.0 70.0 123.0 70.0 49.0 0.0 17.0 0.0 151.0 123.0 0.0
## 2001 114.5 96.0 112.0 15.0 0.0 65.0 6.0 21.0 35.0 41.0 146.0 53.0
## 2002 40.0 227.0 347.0 147.0 67.0 16.0 45.0 16.0 63.0 113.0 67.0 274.0
## 2003 240.0 180.0 127.0 78.0 0.0 60.0 0.0 0.0 17.0 90.0 189.0 83.0
## 2004 15.0 67.0 75.0 56.0 0.0 52.0 15.0 16.0 43.0 57.0 287.0 201.0
## 2005 53.0 0.0 67.0 351.0 199.0 39.0 0.0 0.0 13.0 13.0 132.0 0.0
## 2006 19.8 18.0 70.0 27.0 73.0 0.0 0.0 53.0 37.0 181.0 57.0 167.0
## 2007 176.0 17.0 206.0 125.0 0.0 0.0 0.0 0.0 29.5 146.0 207.0 88.0
## 2008 153.0 165.0 14.0 35.0 15.0 31.0 23.0 4.0 32.0 227.0 39.0 8.0
## 2009 156.0 245.0 0.0 8.0 18.0 0.0 41.0 0.0 9.0 32.0 252.0 130.0
## 2010 21.0 76.0 169.0 11.0 124.0 0.0 29.5 0.0 105.0 66.0 19.0 129.0
## 2011 56.0 47.0 40.0 129.0 81.0 0.0 0.0 0.0 140.0 80.0 73.0 0.0
## 2012 23.0 17.0 36.0 22.0 51.0 0.0 16.0 47.0 17.0 89.0 117.0 23.0
## 2013 65.0 97.0 22.0 148.0 35.0 67.0 27.0 12.0 46.0 86.0 302.0 94.0
## 2014 217.0 83.0 166.0 81.0 28.0 63.0 50.0 0.0 125.0 14.0 231.0 26.0
## 2015 101.0 9.0 55.0 174.0 247.0 54.8 25.0 32.0 0.0 31.6 187.0 293.8
## 2016 259.0 182.5 203.0 288.0 8.0 141.0 0.5 151.0 11.0 241.0 105.0 125.5
## 2017 72.0 208.0 84.0 218.0 216.0 52.0 0.0 25.0 89.0 119.0 35.5 67.0
## 2018 323.5 51.5 134.0 15.0 195.0 0.0 0.0 36.0 81.0 0.0 140.0 47.0
## 2019 72.0 109.0 185.0 90.0 277.5 5.5 66.0 25.0 10.0 8.0 67.8 132.5
## 2020 160.1 82.0 52.0 58.0 19.0 19.0 10.0 0.0 16.0 58.1 125.0 47.0
## 2021 160.0 68.0 171.0 101.6 39.0 13.0 0.0 20.5 67.5 66.9 174.5 136.0
## 2022 71.8 12.5 109.0 427.7 72.0 70.5 21.0 3.0 30.0 104.5 66.0 31.5
## 2023 86.0 65.7 68.0 95.3 125.6 0.0 21.0 NA 67.7 97.5 112.7 170.8
## 2024 35.0 113.0 169.7 167.0 30.5Precipitacion Máxima (mm):
## [1] 644ANALISIS DE CAUDALES MEDIOS MENSUALES
Leemos los datos de las estaciones con caudales medios mensuales.
# CAUDALES MEDIOS MENSUALES
QBala <- read.csv("BalaQMM0971.csv")
QABla <- read.csv("ABlaQMM0944.csv")
QCCed <- read.csv("CCedQMM0956.csv")
QPSar <-read.csv("PSarQMM0940.csv")
QCaim <- read.csv("CaimQMM0147.csv")
QECol <- read.csv("EColQMM0968.csv")Transformamos los datos a la clase ts(timeseries)
QBala <- ts(QBala[,1],start = c(1971,9),freq =12)
QABla <- ts(QABla[,1],start = c(1944,9),freq =12)
QCCed <- ts(QCCed[,1],start = c(1956,9),freq =12)
QPSar <- ts(QPSar[,1],start = c(1940,9),freq =12)
QCaim <- ts(QCaim[,1],start = c(1947,1),freq =12)
QECol <- ts(QECol[,1],start = c(1968,9),freq =12)Graficamos la series de caudales Medios Mensuales
Estacion: Balapuca - Rio Bermejo
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1971 8 11 29 46
## 1972 62 88 203 67 29 17 12 10 10 13 15 66
## 1973 186 215 188 102 49 26 17 13 11 11 23 44
## 1974 197 341 270 151 41 26 21 17 13 20 14 53
## 1975 131 315 125 100 40 23 16 12 13 13 23 103
## 1976 214 225 314 72 35 18 12 11 10 8 10 46
## 1977 100 234 203 168 66 30 19 15 14 12 32 74
## 1978 175 255 143 114 37 20 13 9 10 17 33 122
## 1979 196 294 291 103 46 25 21 17 14 14 43 178
## 1980 215 177 238 99 37 23 16 12 9 18 28 62
## 1981 268 426 173 188 53 29 20 15 13 11 33 69
## 1982 224 258 332 150 54 28 20 15 16 14 20 123
## 1983 91 148 77 57 41 27 17 14 11 9 21 40
## 1984 181 233 600 137 51 29 21 21 13 18 51 109
## 1985 201 504 179 131 44 24 18 17 19 20 76 114
## 1986 173 205 198 129 36 22 16 13 12 20 40 154
## 1987 368 138 70 60 39 21 14 12 11 12 84 96
## 1988 210 164 238 188 56 29 20 14 12 14 11 62
## 1989 84 81 195 98 35 23 17 11 11 20 25 73
## 1990 125 129 175 139 38 22 15 13 11 18 73 172
## 1991 275 206 372 128 40 24 19 16 12 18 43 63
## 1992 233 216 98 51 26 18 16 14 12 12 32 110
## 1993 161 138 180 68 37 19 15 12 10 13 49 99
## 1994 177 303 104 58 30 20 13 11 10 36 100 93
## 1995 210 132 276 77 42 21 15 13 11 14 35 75
## 1996 188 198 260 80 72 32 20 14 13 18 63 197
## 1997 184 319 223 81 34 22 16 13 11 11 16 67
## 1998 165 148 232 105 52 31 23 19 15 17 64 50
## 1999 227 222 423 149 54 34 29 17 17 22 27 45
## 2000 314 215 456 118 53 29 22 17 13 21 50 84
## 2001 183 215 115 79 43 23 17 12 11 23 45 99
## 2002 180 346 346 109 48 25 17 12 11 32 36 56
## 2003 280 107 242 88 46 26 19 14 11 16 21 168
## 2004 163 264 158 143 70 33 20 17 17 15 35 111
## 2005 138 225 186 136 39 23 17 12 10 9 14 163
## 2006 282 264 357 242 64 31 24 14 10 18 28 178
## 2007 302 232 234 82 39 25 18 13 12 16 24 106
## 2008 321 311 380 162 37 24 18 15 11 12 23 222
## 2009 191 182 292 95 45 24 20 15 12 10 97 532
## 2010 307 607 273 108 69 44 33 26 23 26 20 61
## 2011 405 843 272 89 49 32 21 15 11 13 18 128
## 2012 198 265 254 176 56 27 19 14 12 15 32 72
## 2013 184 167 119 49 26 20 15 12 11 14 12 139
## 2014 230 320 97 58 34 24 21 14 13 23 28 81
## 2015 214 266 458 140 59 29 23 18 14 13 20 54
## 2016 135 266 167 83 59 39 25 20 15 20 49 108
## 2017 172 139 226 115 44 26 17 12 11 12 15 115
## 2018 219 335 184 72 76 27 21 14 13 34 89 139
## 2019 222 218 145 143 51 31 22 15 13 15 26 79
## 2020 210 328 171 176 46 25 18 13 14 14 21 82
## 2021 233 265 309 145 45 26 19 15 14 11 45 159
## 2022 191 333 179 80 35 25 17 13 11 10 9 27
## 2023 98 180 174 124 38 22 17 12Estacion: Aguas Blancas - Rio Bermejo
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1944 10 19 19 33
## 1945 107 137 227 121 53 24 18 14 13 10 20 71
## 1946 72 163 125 45 36 20 14 10 10 14 37 126
## 1947 269 164 165 105 39 24 18 16 15 17 33 29
## 1948 80 118 145 39 22 16 13 10 10 9 14 43
## 1949 154 226 167 75 33 23 19 15 14 24 86 238
## 1950 285 417 232 56 31 25 19 18 14 12 26 38
## 1951 185 208 181 91 33 18 15 11 9 16 33 144
## 1952 122 235 90 48 25 21 15 12 11 12 23 110
## 1953 68 185 101 102 32 25 23 16 12 15 51 106
## 1954 168 356 181 112 43 26 21 16 15 14 80 70
## 1955 115 538 715 93 37 25 18 16 11 8 20 59
## 1956 110 220 81 42 22 19 15 16 12 36 107 114
## 1957 125 286 216 86 49 24 21 17 15 19 29 77
## 1958 178 180 149 71 54 34 25 19 15 40 44 129
## 1959 352 309 218 84 48 31 29 21 14 23 49 247
## 1960 474 257 353 220 63 41 31 23 16 23 39 150
## 1961 78 350 188 219 92 32 22 17 13 21 33 86
## 1962 187 157 165 77 47 26 19 13 11 10 17 89
## 1963 230 255 250 163 37 48 26 19 13 15 30 82
## 1964 113 186 135 82 47 18 12 11 9 10 32 58
## 1965 140 140 76 45 31 23 17 13 14 12 15 65
## 1966 157 178 142 60 35 15 12 9 10 19 31 233
## 1967 98 153 284 78 35 32 28 23 13 30 70 101
## 1968 170 482 122 74 31 24 18 21 15 23 67 123
## 1969 80 196 122 44 28 22 16 10 8 10 22 64
## 1970 175 108 137 115 37 26 16 11 12 11 12 26
## 1971 70 260 194 76 41 20 15 11 12 15 36 54
## 1972 71 89 228 82 36 23 19 14 12 16 17 77
## 1973 239 260 263 133 60 30 18 14 13 12 26 48
## 1974 257 444 389 225 43 27 21 20 15 23 15 64
## 1975 145 374 128 104 43 25 19 15 13 14 25 106
## 1976 270 261 387 78 41 23 21 16 14 11 12 88
## 1977 128 295 252 190 70 32 21 12 18 11 30 76
## 1978 194 282 161 120 45 28 20 16 14 20 34 129
## 1979 225 343 325 118 48 26 24 19 17 15 51 217
## 1980 295 198 311 137 43 29 24 16 12 21 32 58
## 1981 330 605 213 234 66 34 24 20 18 14 42 77
## 1982 260 281 407 189 68 35 27 23 19 16 22 144
## 1983 105 173 89 74 58 38 23 17 14 11 26 49
## 1984 216 269 708 162 62 33 24 23 15 20 61 134
## 1985 253 646 223 161 52 28 21 19 21 23 102 137
## 1986 199 231 237 155 43 25 18 15 13 21 41 204
## 1987 512 166 96 97 50 26 17 13 11 12 93 114
## 1988 239 190 271 229 69 35 25 18 16 18 14 67
## 1989 89 82 260 122 44 30 23 16 13 25 32 90
## 1990 147 167 209 184 49 24 19 17 13 18 83 210
## 1991 362 292 433 153 50 29 24 18 13 18 53 72
## 1992 327 308 120 65 34 24 20 17 15 15 47 157
## 1993 219 160 219 79 45 23 18 15 12 14 46 100
## 1994 186 378 97 62 34 23 17 12 11 31 100 90
## 1995 200 137 308 82 46 28 19 15 12 14 38 78
## 1996 170 194 240 88 80 34 23 16 14 16 61 182
## 1997 182 331 237 85 36 25 19 16 15 14 19 74
## 1998 159 137 239 110 57 32 23 20 15 17 65 52
## 1999 237 239 449 157 62 37 35 19 18 23 28 48
## 2000 328 240 429 132 60 33 24 18 13 23 59 92
## 2001 188 252 124 92 51 27 18 13 12 22 48 105
## 2002 169 327 333 129 51 26 20 14 11 33 39 66
## 2003 331 120 266 106 50 27 19 14 11 16 23 171
## 2004 195 264 160 143 70 35 21 17 18 15 37 118
## 2005 143 236 186 158 45 26 20 12 10 9 14 179
## 2006 318 284 418 291 73 29 19 15 10 20 26 207
## 2007 354 300 281 89 42 27 18 16 15 19 27 109
## 2008 331 323 399 185 45 29 22 18 13 18 29 270
## 2009 211 202 396 129 52 27 19 14 12 10 54 305
## 2010 151 367 146 62 42 30 24 18 17 15 9 37
## 2011 202 584 261 104 55 35 24 17 13 13 19 134
## 2012 188 253 243 196 68 33 22 16 14 16 41 99
## 2013 330 292 257 106 43 29 21 15 12 17 14 174
## 2014 229 355 93 60 38 27 22 15 13 20 26 92
## 2015 279 327 483 182 91 36 24 19 15 14 17 51
## 2016 127 260 164 97 67 43 27 20 18 24 56 104
## 2017 167 139 232 150 57 38 27 22 19 19 25 137
## 2018 242 357 192 89 90 42 31 18 16 40 99 155
## 2019 229 245 171 162 75 48 30 19 14 19 34 77
## 2020 224 353 157 214 48 28 23 18 17 16 25 73
## 2021 289 279 388 125 45 26 22 18 17 17 29 150
## 2022 207 187 179 65 42 34 26 21 18 19 19 32
## 2023 117 171 218 262 43 33 29 25Estacion: Cuatro Cedros - Rio Pescado
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1956 9 25 73 50
## 1957 65 175 198 35 26 11 12 8 9 11 20 51
## 1958 184 164 126 45 32 17 10 9 7 30 30 99
## 1959 217 176 159 54 23 13 10 9 7 10 37 150
## 1960 325 135 152 126 34 17 13 10 8 12 24 75
## 1961 57 159 134 155 64 20 12 9 8 12 25 38
## 1962 114 89 77 57 32 16 12 8 6 5 7 26
## 1963 88 163 139 103 26 20 9 5 5 8 15 75
## 1964 54 78 76 66 44 12 8 6 5 5 14 27
## 1965 94 120 61 26 17 10 7 6 5 5 5 34
## 1966 78 117 93 43 23 11 8 6 5 7 10 87
## 1967 52 92 141 44 19 12 9 6 5 13 35 58
## 1968 73 239 68 45 18 11 9 10 7 12 28 62
## 1969 57 104 60 23 14 10 7 6 5 5 11 22
## 1970 60 56 49 75 16 12 7 6 6 5 6 17
## 1971 63 106 83 39 17 8 6 4 5 7 14 24
## 1972 24 34 157 46 19 11 8 5 6 6 10 39
## 1973 93 140 131 67 26 13 9 7 6 6 11 27
## 1974 103 260 247 99 23 13 9 7 6 9 6 39
## 1975 71 204 91 78 25 13 8 5 5 6 16 38
## 1976 112 142 245 49 21 12 9 7 6 5 6 26
## 1977 81 236 133 120 42 16 10 8 10 7 16 38
## 1978 161 146 91 75 21 11 8 7 6 9 16 75
## 1979 43 164 109 72 29 14 11 8 7 7 26 128
## 1980 151 127 NA NA NA NA NA NA NA NA 12 20
## 1981 164 95 NA 19 19 12 8 7 7 30 78 172
## 1982 202 40 73 16 17 13 9 9 9 14 122 100
## 1983 126 95 64 31 21 9 7 NA NA NA 40 138
## 1984 187 444 97 34 17 10 9 6 8 28 91 141
## 1985 352 129 117 33 15 11 9 9 11 62 66 129
## 1986 148 138 58 21 14 10 8 7 11 23 138 253
## 1987 71 44 64 34 19 15 13 10 9 63 73 182
## 1988 91 120 121 44 34 14 9 8 8 6 22 44
## 1989 56 211 125 40 29 20 13 12 19 17 41 81
## 1990 119 182 137 29 14 10 8 7 13 59 103 314
## 1991 NA 228 90 28 17 12 9 9 11 27 32 213
## 1992 180 55 39 19 12 9 8 7 7 16 95 106
## 1993 66 78 37 22 11 8 7 6 7 26 52 88
## 1994 197 58 40 26 16 10 7 6 18 53 41 103
## 1995 93 165 51 26 13 9 7 6 8 22 39 107
## 1996 153 153 44 45 18 12 9 8 10 48 81 95
## 1997 163 125 48 18 12 9 8 6 5 8 43 101
## 1998 77 144 64 33 17 11 8 7 11 43 24 167
## 1999 155 255 93 35 26 21 10 7 7 9 15 106
## 2000 128 222 83 27 15 11 9 7 13 26 45 89
## 2001 122 76 93 35 19 13 10 8 14 25 59 97
## 2002 167 194 93 39 21 12 9 6 33 23 52 162
## 2003 60 141 58 27 15 11 9 7 9 12 67 88
## 2004 145 79 63 41 21 13 10 11 9 24 71 57
## 2005 95 119 95 27 17 12 8 7 6 7 91 163
## 2006 152 221 136 38 17 12 9 7 11 17 107 172
## 2007 191 185 70 31 16 12 9 7 8 15 67 204
## 2008 177 176 116 26 16 11 9 7 8 15 96 98
## 2009 115 158 57 27 16 11 8 7 6 34 236 141
## 2010 180 103 56 28 19 14 11 8 8 7 35 175
## 2011 350 161 66 36 19 12 10 8 8 10 76 100
## 2012 127 117 116 38 19 14 12 8 9 23 38 113
## 2013 91 89 38 17 12 9 7 7 8 7 76 97
## 2014 151 68 70 33 16 12 8 7 9 24 60 95
## 2015 129 268 79 36 16 11 10 8 7 12 30 81
## 2016 143 106 60 26 15 10 9 8 10 30 58 100
## 2017 75 134 88 36 20 13 9 8 7 9 93 144
## 2018 177 129 68 78 24 17 13 9 20 73 94 142
## 2019 150 105 95 37 22 15 10 10 12 19 61 89
## 2020 218 80 124 26 14 10 10 8 7 10 30 169
## 2021 139 228 106 36 20 14 11 10 8 30 115 76
## 2022 156 103 54 22 15 10 8 7 6 5 13 32
## 2023 68 85 85 22 15 11 10Estacion: Pozo Sarmiento - Rio Bermejo
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1940 53 71 191 270
## 1941 278 619 516 240 172 93 107 52 40 55 50 76
## 1942 192 360 244 302 180 97 67 46 37 42 117 140
## 1943 184 620 748 496 220 151 101 64 43 41 112 230
## 1944 705 769 867 209 155 97 62 45 38 55 68 97
## 1945 358 409 594 386 163 80 57 44 47 40 69 263
## 1946 238 409 407 156 115 68 50 38 34 37 108 355
## 1947 781 520 562 386 125 70 49 41 41 46 123 106
## 1948 288 555 620 153 92 59 42 34 31 35 46 183
## 1949 951 1090 673 306 118 78 59 40 35 82 238 909
## 1950 1189 1541 1100 273 128 94 66 47 45 34 71 114
## 1951 815 1136 629 438 142 77 62 50 42 57 115 521
## 1952 524 1132 334 183 91 76 58 48 43 40 108 375
## 1953 253 749 403 461 130 93 70 46 34 50 191 444
## 1954 770 1589 760 348 164 98 84 57 43 48 352 268
## 1955 403 1794 2521 413 136 92 69 56 43 34 84 226
## 1956 470 1176 370 146 84 59 49 52 35 132 360 318
## 1957 487 1024 791 280 185 95 64 48 50 70 131 275
## 1958 959 546 367 174 131 81 55 45 47 159 150 641
## 1959 1483 1396 934 363 174 114 83 74 59 85 232 963
## 1960 2405 1312 1234 879 252 147 101 78 54 67 143 416
## 1961 346 1424 895 940 333 136 87 67 59 86 129 262
## 1962 616 645 522 380 210 115 82 58 49 41 68 298
## 1963 911 1305 1289 747 227 205 111 68 55 60 100 363
## 1964 476 607 564 349 236 96 66 55 41 41 119 270
## 1965 504 676 283 156 109 70 46 39 36 31 38 289
## 1966 612 822 642 344 203 105 64 50 39 59 81 623
## 1967 298 633 1064 301 128 90 64 49 40 99 213 336
## 1968 564 1651 517 344 126 76 63 69 54 93 171 462
## 1969 373 767 433 165 102 95 60 48 39 41 68 266
## 1970 624 497 515 495 148 113 73 51 52 40 36 119
## 1971 361 973 764 324 168 90 62 49 31 41 107 197
## 1972 257 351 1012 382 132 75 51 34 35 44 60 280
## 1973 686 896 938 546 226 131 79 61 48 40 81 157
## 1974 684 1693 1461 862 210 117 84 63 49 71 46 233
## 1975 629 1331 573 457 196 105 70 50 43 43 96 387
## 1976 951 1235 1625 388 172 96 69 59 50 34 38 180
## 1977 458 1327 1140 958 358 154 93 69 73 54 133 270
## 1978 939 1225 661 547 186 102 66 47 35 63 137 484
## 1979 874 1447 1410 605 257 133 109 82 53 51 201 833
## 1980 1286 921 1581 708 210 127 90 63 48 72 127 225
## 1981 1405 2855 1099 1272 330 153 104 76 62 53 179 321
## 1982 1031 1159 2192 809 311 153 117 104 92 89 101 735
## 1983 611 743 447 408 225 133 87 69 47 34 85 173
## 1984 962 1090 3488 954 347 178 122 110 66 74 183 323
## 1985 693 2536 736 571 253 145 102 103 86 79 398 543
## 1986 1075 1054 1230 783 163 107 91 68 80 64 397 526
## 1987 1116 787 1049 965 320 164 114 78 58 54 41 210
## 1988 358 363 963 552 189 134 96 63 47 86 68 296
## 1989 465 619 841 838 216 115 82 57 33 53 268 653
## 1990 1538 1286 2050 759 227 139 99 77 60 75 238 274
## 1991 1232 1293 551 290 167 112 85 73 59 54 195 564
## 1992 718 569 798 304 202 100 80 65 51 62 214 456
## 1993 636 1312 531 317 182 119 72 64 43 153 451 337
## 1994 900 676 1387 390 203 111 73 62 48 54 140 278
## 1995 621 906 1054 385 413 158 96 62 48 62 260 612
## 1996 803 1553 1098 443 152 101 78 60 42 36 62 244
## 1997 518 431 834 468 235 127 87 68 50 63 282 284
## 1998 1109 1156 1980 781 291 177 153 95 80 96 104 154
## 1999 1245 992 2030 648 282 155 105 86 53 110 256 381
## 2000 838 1286 779 576 275 141 90 64 57 103 188 406
## 2001 661 1458 1339 566 263 142 95 81 53 127 181 286
## 2002 1449 647 1275 456 210 135 88 60 44 60 97 696
## 2003 830 1094 785 627 354 178 106 75 66 60 163 428
## 2004 521 947 794 748 196 105 74 41 33 32 47 508
## 2005 1434 1392 1752 1412 302 133 93 66 44 72 114 1025
## 2006 1937 1563 1306 430 193 112 80 59 52 53 86 376
## 2007 1359 1394 2166 873 202 128 94 71 57 63 115 906
## 2008 830 870 1637 546 253 134 95 73 55 50 141 1259
## 2009 795 1987 951 294 169 113 84 66 45 38 25 134
## 2010 968 2758 1291 509 265 152 134 62 61 63 77 691
## 2011 979 1291 978 971 350 134 86 61 43 48 136 195
## 2012 806 617 521 200 105 85 67 53 42 50 39 515
## 2013 845 1935 600 379 171 112 88 54 44 56 98 286
## 2014 831 1300 2466 850 367 168 114 82 52 47 87 215
## 2015 587 1231 779 372 218 149 103 69 47 64 137 345
## 2016 483 508 984 653 233 138 83 59 45 39 73 468
## 2017 1002 1568 973 457 389 141 105 85 83 173 409 733
## 2018 1269 1218 930 729 270 171 119 86 67 70 108 317
## 2019 594 2271 690 872 268 160 109 72 71 71 88 260
## 2020 1110 1103 1670 764 217 105 74 71 72 59 94 722
## 2021 803 1559 810 243 137 119 99 88 79 74 65 108
## 2022 207 455 671 675 159 116 94 71Estacion: Caimancito - Rio San Francisco
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1947 217 236 318 168 38 23 22 20 16 12 12 9
## 1948 30 103 170 27 15 16 15 15 11 6 7 30
## 1949 336 297 329 108 31 27 28 21 16 21 51 194
## 1950 307 508 385 89 46 34 27 22 16 10 11 14
## 1951 213 326 133 94 37 27 23 18 15 10 15 83
## 1952 266 522 114 78 42 41 32 24 16 13 28 58
## 1953 85 254 150 62 27 23 22 19 12 10 12 47
## 1954 86 310 117 72 44 34 26 21 14 11 44 23
## 1955 45 480 713 82 39 26 24 20 15 11 12 28
## 1956 70 324 84 31 25 24 22 25 16 20 89 59
## 1957 62 233 264 69 51 32 28 22 21 19 27 34
## 1958 236 216 124 75 49 36 26 26 19 18 26 127
## 1959 401 1325 1173 203 85 45 35 32 19 34 48 308
## 1960 567 329 390 320 72 53 47 32 26 27 30 63
## 1961 154 611 307 229 100 51 36 25 20 19 32 42
## 1962 89 159 148 73 59 42 37 26 20 12 11 86
## 1963 159 409 339 171 66 73 47 27 20 14 10 80
## 1964 170 133 221 75 58 34 24 16 17 14 15 17
## 1965 204 234 95 23 21 20 18 12 13 9 6 28
## 1966 92 230 170 80 44 31 22 20 18 14 13 106
## 1967 36 79 210 50 22 24 22 24 13 11 24 34
## 1968 51 324 101 84 40 32 29 20 15 21 22 60
## 1969 169 196 125 46 33 31 25 23 16 13 9 19
## 1970 107 102 149 121 39 39 29 21 14 8 6 8
## 1971 116 341 158 96 51 31 24 19 11 9 22 23
## 1972 54 52 159 74 32 30 29 19 11 6 5 64
## 1973 120 161 522 161 74 43 29 25 15 9 11 8
## 1974 210 683 411 166 52 32 29 22 17 15 9 16
## 1975 128 541 198 119 42 28 NA NA NA NA NA NA
## 1976 NA NA NA NA NA 46 34 33 35 25 14 23
## 1977 120 466 541 355 156 61 47 35 17 13 14 87
## 1978 421 NA NA NA NA NA 25 27 25 23 31 75
## 1979 352 412 529 292 114 96 71 68 19 16 39 77
## 1980 254 286 NA NA NA NA NA NA NA NA NA NA
## 1981 NA NA NA NA NA NA NA NA NA NA NA NA
## 1982 NA NA NA NA NA NA NA NA NA NA 19 105
## 1983 155 190 138 122 59 52 41 35 24 16 17 32
## 1984 379 655 1068 418 148 95 59 38 21 18 46 123
## 1985 226 718 303 257 118 57 44 58 43 23 153 149
## 1986 277 174 201 133 60 42 43 34 21 21 31 208
## 1987 639 198 88 87 89 63 37 30 22 14 58 135
## 1988 529 264 284 264 86 61 59 51 34 18 10 17
## 1989 61 60 159 174 67 24 37 27 21 19 13 58
## 1990 101 265 216 142 72 49 40 28 NA NA NA NA
## 1991 NA NA NA NA NA NA NA NA NA NA NA NA
## 1992 NA NA NA NA NA NA NA NA 40 27 49 173
## 1993 334 190 179 88 70 53 51 44 31 29 28 38
## 1994 121 298 116 57 56 54 48 38 32 24 39 65
## 1995 198 181 293 110 65 57 44 36 24 16 17 41
## 1996 124 213 193 66 82 54 54 31 20 17 35 57
## 1997 331 549 387 115 53 50 53 35 19 14 13 16
## 1998 121 100 173 129 68 40 38 34 21 25 40 33
## 1999 181 300 552 255 114 70 64 37 21 18 17 18
## 2000 160 187 598 203 83 64 46 43 23 19 19 45
## 2001 172 377 267 224 105 62 51 35 30 22 25 43
## 2002 73 264 347 138 75 51 53 33 21 20 20 51
## 2003 263 124 221 135 69 48 39 30 23 23 16 52
## 2004 118 297 102 96 97 63 52 42 28 22 14 51
## 2005 68 91 124 126 75 52 44 34 28 17 14 142
## 2006 253 459 292 333 107 67 51 42 29 21 14 90
## 2007 187 349 406 182 77 60 48 40 27 20 23 51
## 2008 310 461 506 252 82 56 47 40 25 21 17 149
## 2009 161 202 324 164 86 72 58 48 24 17 26 151
## 2010 211 311 259 114 79 62 47 47 33 21 10 28
## 2011 246 677 414 193 42 42 45 36 23 12 8 47
## 2012 108 396 268 205 95 71 75 64 37 20 36 48
## 2013 240 110 82 40 28 32 36 37 24 19 11 47
## 2014 106 313 111 95 119 50 47 34 20 17 11 29
## 2015 134 305 827 184 92 64 54 46 23 20 30 34
## 2016 195 383 282 178 146 149 142 75 34 17 49 79
## 2017 151 93 238 286 92 97 108 81 25 13 9 46
## 2018 159 389 167 199 129 45 75 64 29 57 101 311
## 2019 277 368 387 261 112 57 52 40 33 22 33 49
## 2020 90 341 125 452 30 37 45 32 24 16 20 42
## 2021 151 149 301 223 74 56 54 41 35 29 23 71
## 2022 160 224 427 96 101 109 106 59 17 9 5 28
## 2023 45 113 72 205 51 45 49 37Estacion: El Colorado - Rio Bermejo
## Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1968 46 46 53 365
## 1969 374 713 584 227 160 153 92 64 41 28 26 151
## 1970 391 592 497 594 216 155 107 67 45 32 27 23
## 1971 257 723 1014 583 264 150 96 65 42 27 53 185
## 1972 168 259 545 592 227 123 90 61 38 25 32 215
## 1973 470 890 913 1118 431 251 142 99 66 44 55 59
## 1974 439 926 1517 1802 566 275 186 138 86 80 64 72
## 1975 782 1135 1087 649 220 190 127 86 59 44 47 255
## 1976 751 1131 1327 985 301 195 133 100 71 60 35 54
## 1977 341 715 1400 1016 795 361 247 171 61 45 47 177
## 1978 859 1326 NA NA NA NA NA 40 30 27 53 245
## 1979 NA 1223 1510 1305 481 193 131 42 33 NA 60 279
## 1980 1189 1201 1457 1484 485 213 163 84 51 NA 98 172
## 1981 647 1672 2259 1692 935 301 151 NA NA 36 75 183
## 1982 830 1062 1664 2077 735 262 156 NA 64 72 48 270
## 1983 605 656 621 499 460 223 114 209 37 23 132 203
## 1984 787 NA NA 2145 706 282 NA 164 92 56 138 235
## 1985 887 1457 1831 1299 1471 NA 293 NA 120 99 284 396
## 1986 1021 NA NA NA NA NA NA NA NA 104 114 637
## 1987 1656 NA 468 479 428 235 163 113 70 39 228 435
## 1988 1238 1022 1084 1191 531 282 195 140 81 57 29 71
## 1989 309 327 656 854 318 193 159 95 54 71 41 211
## 1990 421 604 NA 896 336 203 136 85 49 27 169 436
## 1991 1161 1319 1571 1525 515 291 198 149 111 98 231 322
## 1992 1302 1151 1052 485 335 238 192 153 109 86 99 509
## 1993 1175 843 968 519 342 217 167 129 91 68 139 420
## 1994 561 1315 930 461 301 237 203 149 85 122 388 333
## 1995 674 1026 1427 1019 363 246 180 131 84 52 44 289
## 1996 467 1036 1043 532 514 290 206 124 69 80 217 344
## 1997 997 1327 1511 876 352 235 194 145 92 64 62 157
## 1998 499 531 736 735 411 245 192 132 122 90 218 300
## 1999 643 1294 1431 1440 609 450 314 212 136 141 115 137
## 2000 405 1086 1642 1454 673 381 259 185 79 47 251 333
## 2001 488 1437 1182 886 486 281 189 123 81 78 152 292
## 2002 389 1228 1400 1086 432 240 162 119 73 61 127 239
## 2003 748 806 1089 829 330 198 133 94 67 58 52 267
## 2004 920 985 791 749 392 238 143 90 63 62 66 296
## 2005 427 476 885 843 392 174 115 72 38 20 17 226
## 2006 1058 1355 1053 1602 637 276 168 108 78 60 103 676
## 2007 1258 1680 1690 1095 399 243 150 104 80 62 67 349
## 2008 803 1330 1660 1632 493 231 176 113 81 58 64 369
## 2009 1051 852 1059 823 369 229 153 106 61 43 75 698
## 2010 1209 726 1318 454 273 181 134 95 71 49 31 20
## 2011 578 1377 1570 836 409 252 167 114 69 50 33 198
## 2012 596 1174 948 1091 579 253 160 102 65 40 86 151
## 2013 472 568 556 309 128 83 83 68 39 22 32 241
## 2014 342 1073 911 526 396 196 149 88 61 40 60 156
## 2015 475 945 1259 1241 735 309 183 137 94 64 86 160
## 2016 566 926 1126 644 371 299 203 134 80 72 77 423
## 2017 568 403 846 1035 557 264 150 94 82 59 65 203
## 2018 638 1174 1228 772 700 247 159 121 76 70 387 718
## 2019 985 1144 965 1228 633 316 216 157 97 77 93 247
## 2020 560 968 957 927 372 204 150 109 NA NA NA NA
## 2021 NA NA NA NA NA NA NA NA 75 60 62 NA
## 2022 476 1064 1130 541 251 175 126 85