Análisis de la cuenca media alta del Motagua
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Análisis de la cuenca media alta del Motagua

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Los datos climáticos e hidrológicos utilizados son crudos.

Los datos climáticos e hidrológicos utilizados son crudos.

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Análisis de la cuenca media alta del Motagua Análisis de la cuenca media alta del Motagua Presentation Transcript

  • MSc. Ing. Sergio Antonio López DubónMSc. Ing. Agr. Walter Arnoldo Bardales Espinoza
  • Mapa de Estaciones
  • Análisis de variaciones climáticasTemperaturaPrecipitaciónCaudalesContaminación del Aire
  • Latitud 14.95 Longitud -91.1072 UTM ESTE 703565.00 UTM NORTE 1653971.00UTM ZONA Y LETRA 15 P MGRS 15PYS03565397 Elevación msnm 2025.00 Depto. Quiche Municipio Chichicastenango Cuenca
  • Climadiagrama
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual #REF!600 #REF! #REF! #REF! #REF! #REF! #REF!500 #REF! 1978 1979 1980 1981 1982400 1983 1984 1985 1986 1987 1988300 1989 1990 1991 1992 1993 1994 1995200 1996 1997 #REF! #REF! #REF! #REF!100 #REF! #REF! #REF! #REF! #REF! #REF! 0 #REF! #REF! ene feb mar abr may jun jul ago sep oct nov dic #REF! #REF! Promedio Sup-100 Inf
  • Comparativo Multianual2,000.01,800.01,600.0 registro1,400.0 promedio Superior Inferior1,200.0 Linear (registro)1,000.0 800.0 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 1.76 4.08 7.39 16.45 31.29 46.27 39.22 38.56 47.74 32.08 11.28 8.82 61.03 0.80 5.00 3.73 12.01 17.60 26.42 46.31 57.64 50.89 53.65 61.92 47.10 19.67 17.18 72.62 0.90 10.00 4.76 16.16 22.94 31.63 54.17 63.59 56.99 61.54 69.33 54.95 24.06 21.54 78.67 0.93 15.00 5.27 18.23 25.60 34.22 58.09 66.55 60.04 65.48 73.02 58.86 26.25 23.72 81.70 0.95 20.00 5.61 19.58 27.35 35.93 60.65 68.50 62.03 68.06 75.44 61.43 27.69 25.15 83.67 0.96 25.00 5.86 20.58 28.63 37.18 62.54 69.93 63.50 69.95 77.23 63.32 28.74 26.20 85.13 0.98 50.00 6.57 23.43 32.31 40.77 67.95 74.02 67.70 75.39 82.33 68.72 31.76 29.21 89.30 0.99 75.00 6.95 24.97 34.28 42.69 70.86 76.22 69.96 78.30 85.07 71.62 33.39 30.82 91.54 0.99 100.00 7.20 26.00 35.62 44.00 72.82 77.71 71.48 80.28 86.92 73.59 34.48 31.91 93.06
  • Curva IDF Sequias1600.001400.001200.00 2 51000.00 10 15800.00 20 25600.00 50 75400.00 100200.00 0.00 0 2 4 6 8 10 12
  • Latitud 15.04 Longitud -91.02 UTM ESTE 712723.00 UTM NORTE 1663670.00UTM ZONA Y LETRA 15 P MGRS 15PYS12726367 Elevación msnm 1900.00 Depto. Quiche Municipio Quiche Cuenca MOTAGUA
  • Climadiagrama
  • Temperatura media
  • Comparativo Multimensual -multianual #REF!1200 #REF! #REF! 1973 1974 1975 1976 19771000 1978 1979 1980 1981 1982 1983800 1984 1985 1986 1987 1988 1989 1990600 1991 1992 1993 1994 1995 1996 1997400 1998 1999 2000 2001 2002 2003 2004200 2005 2006 2007 2008 2009 2010 0 2011 Promedio ene feb mar abr may jun jul ago sep oct nov dic Sup Inf
  • Comparativo Multianual3,000.02,500.02,000.0 registro1,500.0 promedio Superior Inferior1,000.0 Linear (registro) 500.0 0.0 1973 1975 1977 1979 1981 1983 1985 1987 1989 1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 2.54 5.24 7.97 20.90 36.03 60.10 40.90 40.83 48.12 37.55 15.60 5.99 78.38 0.80 5.00 5.73 12.43 15.51 37.07 58.10 130.01 55.32 55.98 68.40 52.91 26.91 12.65 146.39 0.90 10.00 7.40 16.18 19.45 45.53 69.63 166.56 62.85 63.90 79.00 60.93 32.83 16.13 181.94 0.93 15.00 8.23 18.06 21.42 49.75 75.39 184.79 66.61 67.86 84.29 64.93 35.78 17.87 199.68 0.95 20.00 8.78 19.29 22.71 52.51 79.16 196.73 69.07 70.45 87.75 67.56 37.71 19.00 211.30 0.96 25.00 9.18 20.19 23.66 54.55 81.93 205.53 70.89 72.35 90.30 69.49 39.14 19.84 219.85 0.98 50.00 10.33 22.78 26.38 60.37 89.88 230.70 76.08 77.81 97.61 75.02 43.21 22.24 244.34 0.99 75.00 10.94 24.17 27.83 63.50 94.14 244.21 78.86 80.74 101.52 77.98 45.40 23.52 257.48 0.99 100.00 11.36 25.11 28.82 65.61 97.03 253.34 80.75 82.72 104.18 79.99 46.87 24.40 266.37
  • Curva IDF Sequias1600.001400.001200.00 21000.00 5 10 15800.00 20 25600.00 50 75400.00 100200.00 0.00 0 2 4 6 8 10 12
  • Latitud 15.11 Longitud -90.61 UTM ESTE 757043.00 UTM NORTE 1671371.00UTM ZONA Y LETRA 15 P MGRS 15PYS57047137 Elevación msnm 994.00 Depto. Baja Verapaz Municipio Cubulco Cuenca SALINAS
  • Climadiagrama
  • Temperatura media
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual #REF!700 #REF! #REF! #REF! #REF! #REF! #REF!600 #REF! 1978 1979 1980 1981500 1982 1983 1984 1985 1986 1987400 1988 1989 1990 1991 1992 1993300 1994 1995 1996 1997 1998 1999200 2000 2001 2002 2003 2004 2005100 2006 2007 2008 2009 2010 0 2011 Promedio ene feb mar abr may jun jul ago sep oct nov dic Sup Inf
  • Comparativo Multianual2,000.01,800.01,600.01,400.01,200.0 registro1,000.0 promedio Superior 800.0 Inferior Linear (registro) 600.0 400.0 200.0 0.0 1986 2000 1988 2005 2011 1985 2009 1979 1989 2006 1980 1994 1995 1997 2008 1999 2001 2002 1984 1987 2003 1981 1982 1990 2004 2007 1983 1996 2010 1998 1978 1991 1992 1993
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 2.24 3.81 7.84 24.27 45.36 50.54 35.73 38.11 39.65 37.51 11.55 6.17 83.77 0.80 5.00 4.26 8.50 14.20 41.60 70.88 95.09 47.37 53.66 58.36 78.80 20.58 14.40 138.00 0.90 10.00 5.32 10.94 17.52 50.66 84.22 118.38 53.46 61.78 68.14 100.38 25.30 18.69 166.34 0.93 15.00 5.85 12.16 19.18 55.18 90.88 130.00 56.49 65.84 73.02 111.15 27.66 20.84 180.49 0.95 20.00 6.20 12.96 20.27 58.14 95.24 137.61 58.48 68.49 76.22 118.20 29.20 22.25 189.75 0.96 25.00 6.45 13.55 21.07 60.32 98.45 143.21 59.94 70.45 78.57 123.39 30.33 23.28 196.57 0.98 50.00 7.18 15.24 23.36 66.56 107.64 159.25 64.14 76.04 85.31 138.26 33.58 26.24 216.10 0.99 75.00 7.58 16.14 24.58 69.90 112.57 167.86 66.39 79.05 88.92 146.23 35.33 27.83 226.58 0.99 100.00 7.84 16.75 25.42 72.17 115.90 173.68 67.91 81.08 91.37 151.63 36.51 28.91 233.66
  • Curva IDF Sequias1200.001000.00 2800.00 5 10 15600.00 20 25400.00 50 75 100200.00 0.00 0 2 4 6 8 10 12
  • Latitud 14.59 Longitud -90.53 UTM ESTE 766520.00 UTM NORTE 1613898.00UTM ZONA Y LETRA 15 P MGRS 15PYS66521389 Elevación msnm 1502.00 Depto. Guatemala Municipio Guatemala Cuenca MARIA LINDA
  • Climadiagrama
  • Temperatura media
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual 1970500.0 1971 1972 1973 1974 1975 1976 1977400.0 1978 1979 1980 1981 1982 1983 1984300.0 1985 1986 1987 1988 1989 1990 1991200.0 1992 1993 1994 1995 1996 1997 1998 1999100.0 2000 2001 2002 2003 2004 2005 2006 0.0 2007 2008 ene feb mar abr may jun jul ago sep oct nov dic 2009 2010 2011 Promedio Sup-100.0 Inf
  • Comparativo Multianual2,500.02,000.01,500.0 registro promedio Superior1,000.0 Inferior Linear (registro) 500.0 0.0 1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 2.10 3.31 6.72 11.90 40.90 49.15 46.09 39.40 48.74 37.17 16.22 4.24 77.05 0.80 5.00 4.61 9.72 14.32 20.71 69.93 66.32 63.82 54.50 66.77 55.80 42.50 11.48 110.33 0.90 10.00 5.92 13.07 18.29 25.32 85.11 75.29 73.09 62.39 76.19 65.53 56.23 15.27 127.73 0.93 15.00 6.58 14.74 20.27 27.62 92.68 79.77 77.72 66.33 80.89 70.39 63.08 17.16 136.41 0.95 20.00 7.01 15.84 21.57 29.13 97.64 82.71 80.75 68.91 83.97 73.58 67.57 18.40 142.10 0.96 25.00 7.32 16.64 22.52 30.24 101.29 84.87 82.98 70.80 86.24 75.92 70.87 19.31 146.28 0.98 50.00 8.23 18.95 25.26 33.41 111.75 91.05 89.37 76.24 92.73 82.63 80.33 21.92 158.27 0.99 75.00 8.71 20.19 26.73 35.12 117.36 94.37 92.79 79.16 96.22 86.23 85.41 23.31 164.70 0.99 100.00 9.04 21.03 27.72 36.27 121.15 96.61 95.11 81.13 98.57 88.66 88.84 24.26 169.05
  • Curva IDF Sequias1400.001200.001000.00 2 5800.00 10 15 20600.00 25 50400.00 75 100200.00 0.00 0 2 4 6 8 10 12
  • Latitud 15.05 Longitud -89.97 UTM ESTE 181009.00 UTM NORTE 1666091.00UTM ZONA Y LETRA 16 P MGRS 16PAB81006609 Elevación msnm 1323.00 Depto. Progreso Municipio S.Agustin Aca. Cuenca MOTAGUA
  • Climadiagrama
  • Temperatura media
  • Comparativo Multimensual -multianual #REF!900 #REF! #REF! #REF! #REF!800 #REF! #REF! #REF! #REF! #REF!700 #REF! #REF! #REF! #REF!600 #REF! #REF! #REF! #REF! #REF!500 #REF! #REF! #REF! #REF!400 #REF! 1994 1995 1996 1997300 1998 1999 2000 2001200 2002 2003 2004 2005 2006100 2007 2008 2009 2010 0 2011 Promedio ene feb mar abr may jun jul ago sep oct nov dic Sup Inf
  • Comparativo Multianual2,800.02,600.02,400.02,200.0 registro2,000.0 promedio1,800.0 Superior Inferior1,600.0 Linear (registro)1,400.01,200.01,000.0 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 6.42 9.04 12.41 19.17 45.80 51.47 56.53 46.63 55.02 50.03 31.94 9.21 84.94 0.80 5.00 11.76 18.92 22.33 31.92 70.38 71.61 81.85 69.70 79.78 83.07 55.31 16.07 111.94 0.90 10.00 14.54 24.08 27.52 38.59 83.23 82.14 95.08 81.76 92.73 100.34 67.53 19.67 126.05 0.93 15.00 15.93 26.65 30.11 41.91 89.64 87.40 101.68 87.78 99.19 108.95 73.63 21.46 133.10 0.95 20.00 16.84 28.34 31.80 44.09 93.84 90.84 106.00 91.72 103.42 114.60 77.62 22.63 137.71 0.96 25.00 17.52 29.58 33.05 45.70 96.93 93.37 109.19 94.62 106.53 118.75 80.56 23.49 141.10 0.98 50.00 19.44 33.13 36.62 50.29 105.78 100.62 118.30 102.92 115.45 130.65 88.98 25.97 150.83 0.99 75.00 20.47 35.04 38.54 52.75 110.53 104.52 123.19 107.38 120.23 137.03 93.50 27.30 156.04 0.99 100.00 21.16 36.33 39.83 54.42 113.75 107.15 126.50 110.40 123.47 141.35 96.55 28.19 159.57
  • Curva IDF Sequias2000.001800.001600.001400.00 2 51200.00 10 151000.00 20800.00 25 50600.00 75 100400.00 200.00 0.00 0 2 4 6 8 10 12
  • Latitud 14.92 Longitud -90.14 UTM ESTE 807852.00 UTM NORTE 1651990.00UTM ZONA Y LETRA 15 P MGRS 15PZS07855199 Elevación msnm 370.00 Depto. Progreso Municipio Morazan Cuenca MOTAGUA
  • Climadiagrama
  • Temperatura media
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual #REF!450 #REF! 1972 1973 1974400 1975 1976 1977 1978350 1979 1980 1981 1982 1983300 1984 1985 1986 1987250 1988 1989 1990 1991200 1992 1993 1994 1995 1996150 1997 1998 1999 2000100 2001 2002 2003 2004 2005 50 2006 2007 2008 2009 0 #REF! #REF! ene feb mar abr may jun jul ago sep oct nov dic Promedio Sup-50 Inf
  • 1,200.0 1,400.0 600.0 0.0 800.0 200.0 1,600.0 400.0 1,000.0 1972 19731974 19751976 1977197819791980 19811982 19831984198519861987198819891990 19911992 1993199419951996199719981999200020012002200320042005 Comparativo Multianual2006200720082009 Inferior registro Superior promedio Linear (registro)
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 3.93 3.09 8.01 14.15 34.16 36.49 27.00 31.21 42.14 44.10 17.39 6.53 66.93 0.80 5.00 8.33 9.44 19.10 29.97 52.41 54.68 40.44 47.73 56.64 65.43 35.97 13.99 82.87 0.90 10.00 10.63 12.76 24.89 38.24 61.95 64.19 47.47 56.37 64.22 76.59 45.69 17.89 91.20 0.93 15.00 11.77 14.42 27.79 42.37 66.71 68.93 50.98 60.68 68.00 82.15 50.53 19.83 95.36 0.95 20.00 12.53 15.50 29.68 45.07 69.83 72.04 53.27 63.51 70.48 85.80 53.71 21.11 98.08 0.96 25.00 13.08 16.30 31.08 47.06 72.12 74.33 54.96 65.59 72.30 88.48 56.05 22.04 100.08 0.98 50.00 14.66 18.59 35.07 52.76 78.69 80.88 59.81 71.54 77.52 96.16 62.74 24.73 105.82 0.99 75.00 15.51 19.82 37.21 55.81 82.22 84.39 62.40 74.73 80.32 100.28 66.33 26.17 108.90 0.99 100.00 16.08 20.65 38.66 57.88 84.60 86.77 64.16 76.89 82.22 103.07 68.76 27.14 110.99
  • Curva IDF Sequias900.00800.00700.00 2600.00 5 10500.00 15 20400.00 25300.00 50 75200.00 100100.00 0.00 1 2 3 4 5 6 7 8 9 10 11 12
  • Latitud 14.76 Longitud -89.93 UTM ESTE 184960.00 UTM NORTE 1633422.00UTM ZONA Y LETRA 16 P MGRS 16PAB84963342 Elevación msnm 1760.00 Depto. Jalapa Municipio Jalapa Cuenca MOTAGUA
  • Climadiagrama
  • Temperatura media
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual #REF!500 #REF! 1972 1973 1974450 1975 1976 1977 1978400 1979 1980 1981 1982350 1983 1984 1985 1986300 1987 1988 1989 1990250 1991 1992 1993 1994200 1995 1996 1997 1998150 1999 2000 2001 2002100 2003 2004 2005 2006 50 2007 2008 2009 2010 0 2011 Promedio ene feb mar abr may jun jul ago sep oct nov dic Sup Inf
  • Comparativo Multianual2,000.01,800.01,600.01,400.01,200.0 registro1,000.0 promedio Superior 800.0 Inferior Linear (registro) 600.0 400.0 200.0 0.0 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 5.69 5.67 8.29 17.68 30.37 46.85 35.70 37.97 44.56 36.60 16.18 6.81 66.91 0.80 5.00 11.12 13.28 16.69 38.11 46.31 62.03 50.54 53.17 63.27 58.78 31.70 13.02 85.38 0.90 10.00 13.96 17.25 21.08 48.79 54.64 69.96 58.29 61.11 73.04 70.37 39.82 16.27 95.04 0.93 15.00 15.37 19.24 23.27 54.12 58.80 73.92 62.17 65.07 77.92 76.16 43.87 17.89 99.86 0.95 20.00 16.30 20.54 24.70 57.61 61.52 76.52 64.70 67.67 81.12 79.95 46.52 18.96 103.01 0.96 25.00 16.99 21.49 25.76 60.18 63.53 78.42 66.57 69.58 83.47 82.74 48.47 19.74 105.33 0.98 50.00 18.94 24.23 28.78 67.54 69.27 83.89 71.91 75.05 90.21 90.72 54.06 21.98 111.99 0.99 75.00 19.99 25.70 30.40 71.49 72.35 86.82 74.78 77.98 93.82 95.01 57.06 23.18 115.56 0.99 100.00 20.70 26.70 31.50 74.16 74.43 88.81 76.72 79.97 96.27 97.91 59.09 23.99 117.97
  • Curva IDF Sequias1200.001000.00 2800.00 5 10 15600.00 20 25400.00 50 75 100200.00 0.00 0 2 4 6 8 10 12
  • Latitud 15.06 Longitud -90.25 UTM ESTE 795666.00 UTM NORTE 1666442.00UTM ZONA Y LETRA 15 P MGRS 15PYS95666644 Elevación msnm 1000.00 Depto. Baja Verapaz Municipio S.Jeronimo Cuenca SALINAS
  • Climadiagrama
  • Temperatura media
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual 1970700.0 1971 1972 1973 1974 1975 1976600.0 1977 1978 1979 1980 1981500.0 1982 1983 1984 1985 1986 1987400.0 1988 1989 1990 1991 1992 1993300.0 1994 1995 1996 1997 1998 1999200.0 2000 2001 2002 2003 2004 2005100.0 2006 2007 2008 2009 2010 0.0 2011 Promedio ene feb mar abr may jun jul ago sep oct nov dic Sup Inf
  • Comparativo Multianual2,000.01,800.01,600.01,400.01,200.0 registro1,000.0 promedio Superior 800.0 Inferior Linear (registro) 600.0 400.0 200.0 0.0 1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 20.00 36.00 30.60 57.00 69.90 127.70 107.50 95.20 109.00 102.00 58.40 49.00 127.70 0.80 5.00 23.25 42.18 35.43 72.04 85.22 147.66 126.64 112.67 128.08 118.82 68.95 56.26 145.85 0.90 10.00 24.95 45.42 37.95 79.91 93.24 158.09 136.65 121.81 138.05 127.61 74.47 60.05 155.33 0.93 15.00 25.79 47.03 39.21 83.83 97.23 163.30 141.64 126.37 143.03 131.99 77.22 61.95 160.07 0.95 20.00 26.35 48.09 40.03 86.40 99.85 166.71 144.91 129.35 146.29 134.87 79.02 63.19 163.17 0.96 25.00 26.76 48.86 40.64 88.29 101.78 169.22 147.32 131.55 148.68 136.98 80.35 64.10 165.45 0.98 50.00 27.93 51.09 42.38 93.71 107.30 176.41 154.21 137.84 155.55 143.04 84.15 66.71 171.99 0.99 75.00 28.55 52.29 43.31 96.61 110.26 180.27 157.91 141.22 159.24 146.29 86.18 68.11 175.49 0.99 100.00 28.98 53.09 43.94 98.58 112.26 182.87 160.41 143.50 161.73 148.49 87.56 69.06 177.86
  • Curva IDF Sequias1200.001000.00 5800.00 10 15 20600.00 25 50400.00 75 100 2200.00 0.00 0 2 4 6 8 10 12
  • Latitud 14.7855 Longitud -90.79 UTM ESTE 738018.00 UTM NORTE 1635774.00UTM ZONA Y LETRA 15 P MGRS 15PYS38013577 Elevación msnm 1820.00 Depto. Chimaltenango Municipio S. Martin Jilo. Cuenca MOTAGUA
  • Climadiagrama
  • Temperatura media
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual 1970450.0 1971 1972 1973 1974400.0 1975 1976 1977 1978350.0 1979 1980 1981 1982 1983300.0 1984 1985 1986 1987250.0 1988 1989 1990 1991200.0 1992 1993 1994 1995 1996150.0 1997 1998 1999 2000100.0 2001 2002 2003 2004 2005 50.0 2006 2007 2008 2009 0.0 2010 2011 ene feb mar abr may jun jul ago sep oct nov dic Promedio Sup-50.0 Inf
  • Comparativo Multianual2,000.01,800.01,600.01,400.0 registro promedio Superior1,200.0 Inferior Linear (registro)1,000.0 800.0 600.0 1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 1.75 2.60 7.88 15.69 45.00 49.80 42.80 40.85 49.32 38.84 15.85 5.09 70.85 0.80 5.00 4.10 7.45 16.92 27.24 70.01 63.67 55.82 58.61 63.29 54.78 28.02 11.89 90.03 0.90 10.00 5.33 9.98 21.64 33.28 83.08 70.92 62.63 67.89 70.59 63.11 34.39 15.45 100.05 0.93 15.00 5.94 11.24 24.00 36.30 89.60 74.54 66.02 72.53 74.24 67.27 37.56 17.22 105.05 0.95 20.00 6.34 12.07 25.54 38.27 93.88 76.91 68.25 75.56 76.62 69.99 39.64 18.39 108.33 0.96 25.00 6.64 12.68 26.68 39.72 97.02 78.65 69.89 77.79 78.38 71.99 41.17 19.24 110.74 0.98 50.00 7.48 14.43 29.93 43.89 106.03 83.65 74.58 84.19 83.41 77.73 45.56 21.69 117.64 0.99 75.00 7.94 15.36 31.68 46.12 110.86 86.33 77.09 87.62 86.11 80.81 47.91 23.01 121.35 0.99 100.00 8.25 16.00 32.86 47.63 114.13 88.14 78.79 89.94 87.94 82.90 49.50 23.89 123.85
  • Curva IDF Sequias1600.001400.001200.00 2 51000.00 10 15800.00 20 25600.00 50 75400.00 100200.00 0.00 0 2 4 6 8 10 12
  • Latitud 14.77 Longitud -90.45 UTM ESTE 774210.00 UTM NORTE 1634719.00UTM ZONA Y LETRA 15 P MGRS 15PYS74213471 Elevación msnm 1200.00 Depto. Guatemala Municipio S.Pedro Ayampuc Cuenca MOTAGUA
  • Climadiagrama
  • Temperatura media
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual 1970500.0 1971 1972 1973 1974 1975 1976 1977400.0 1978 1979 1980 1981 1982 1983 1984300.0 1985 1986 1987 1988 1989 1990 1991200.0 1992 1993 1994 1995 1996 1997 1998 1999100.0 #REF! #REF! 2002 2003 2004 2005 2006 0.0 2007 2008 ene feb mar abr may jun jul ago sep oct nov dic 2009 2010 2011 Promedio Sup-100.0 Inf
  • Comparativo Multianual2,000.01,800.01,600.01,400.01,200.0 registro1,000.0 promedio Superior 800.0 Inferior Linear (registro) 600.0 400.0 200.0 0.0 1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2002 2004 2006 2008 2010
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 2.90 2.17 9.73 18.89 39.76 53.43 40.05 40.20 52.82 42.48 14.87 5.43 76.89 0.80 5.00 6.94 5.84 21.86 31.50 58.06 73.07 57.09 58.56 75.60 60.14 30.20 11.96 94.55 0.90 10.00 9.05 7.76 28.20 38.10 67.63 83.33 66.00 68.17 87.51 69.37 38.21 15.38 103.78 0.93 15.00 10.11 8.72 31.36 41.39 72.40 88.45 70.45 72.96 93.45 73.98 42.21 17.08 108.38 0.95 20.00 10.80 9.34 33.44 43.54 75.53 91.81 73.36 76.10 97.34 77.00 44.83 18.20 111.40 0.96 25.00 11.31 9.80 34.96 45.13 77.83 94.28 75.50 78.40 100.21 79.22 46.76 19.02 113.62 0.98 50.00 12.77 11.13 39.33 49.67 84.42 101.35 81.64 85.02 108.41 85.58 52.28 21.38 119.98 0.99 75.00 13.55 11.84 41.67 52.11 87.96 105.14 84.93 88.57 112.81 88.99 55.24 22.64 123.39 0.99 100.00 14.07 12.32 43.26 53.76 90.35 107.70 87.16 90.97 115.79 91.30 57.25 23.49 125.70
  • Curva IDF Sequias1200.001000.00 2800.00 10 10 15600.00 20 25400.00 50 75 100200.00 0.00 0 2 4 6 8 10 12
  • Latitud 14.62 Longitud -90.66 UTM ESTE 752427.00 UTM NORTE 1617235.00UTM ZONA Y LETRA 15 P MGRS 15PYS52421723 Elevación msnm 2105.00 Depto. Sacatepequez Municipio S.Lucas Sacatep Cuenca MOTAGUA
  • Climadiagrama
  • Temperatura media
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual #REF!600 #REF! 1972 1973 1974 1975 1976500 1977 1978 1979 1980 1981 1982400 1983 1984 1985 1986 1987 1988300 1989 1990 1991 1992 1993 1994 1995200 1996 1997 1998 1999 2000 2001100 2002 2003 2004 2005 2006 2007 0 2008 2009 ene feb mar abr may jun jul ago sep oct nov dic 2010 2011 Promedio Sup-100 Inf
  • Comparativo Multianual2,000.01,800.01,600.01,400.01,200.0 registro1,000.0 promedio Superior 800.0 Inferior Linear (registro) 600.0 400.0 200.0 0.0 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 2.22 2.64 7.41 11.10 32.51 38.20 38.92 37.55 32.21 28.18 11.24 3.85 61.51 0.80 5.00 6.87 6.89 17.32 21.68 49.35 52.30 58.00 52.93 45.62 46.41 31.69 10.09 80.28 0.90 10.00 9.30 9.10 22.49 27.21 58.16 59.67 67.98 60.96 52.64 55.94 42.39 13.36 90.10 0.93 15.00 10.52 10.21 25.08 29.97 62.55 63.35 72.96 64.98 56.14 60.70 47.72 14.99 94.99 0.95 20.00 11.31 10.94 26.77 31.78 65.43 65.76 76.22 67.60 58.43 63.81 51.22 16.06 98.20 0.96 25.00 11.90 11.47 28.01 33.11 67.55 67.53 78.62 69.54 60.11 66.11 53.79 16.84 100.56 0.98 50.00 13.57 13.00 31.58 36.92 73.61 72.61 85.49 75.08 64.94 72.67 61.15 19.09 107.32 0.99 75.00 14.47 13.82 33.50 38.96 76.87 75.33 89.18 78.05 67.54 76.19 65.11 20.30 110.95 0.99 100.00 15.08 14.38 34.79 40.35 79.07 77.18 91.67 80.06 69.29 78.57 67.78 21.11 113.40
  • Curva IDF Sequias1200.001000.00 2800.00 5 10 15600.00 20 25400.00 50 75 100200.00 0.00 0 2 4 6 8 10 12
  • Latitud 14.62 Longitud -90.66 UTM ESTE 752427.00 UTM NORTE 1617235.00UTM ZONA Y LETRA 15 P MGRS 15PYS52421723 Elevación msnm 2105.00 Depto. Sacatepequez Municipio S.Lucas Sacatep Cuenca MOTAGUA
  • Climadiagrama
  • Temperatura media
  • Tendencia de la temperatura
  • Anomalía de temperatura
  • Comparativo Multimensual -multianual #REF!600 #REF! 1972 1973 1974 1975 1976500 1977 1978 1979 1980 1981 1982400 1983 1984 1985 1986 1987 1988300 1989 1990 1991 1992 1993 1994 1995200 1996 1997 1998 1999 2000 2001100 2002 2003 2004 2005 2006 2007 0 2008 2009 ene feb mar abr may jun jul ago sep oct nov dic 2010 2011 Promedio Sup-100 Inf
  • Comparativo Multianual2,000.01,800.01,600.01,400.01,200.0 registro1,000.0 promedio Superior 800.0 Inferior Linear (registro) 600.0 400.0 200.0 0.0 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010
  • Datos fuera de rango de confianza
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.50 2.00 2.22 2.64 7.41 11.10 32.51 38.20 38.92 37.55 32.21 28.18 11.24 3.85 61.51 0.80 5.00 6.87 6.89 17.32 21.68 49.35 52.30 58.00 52.93 45.62 46.41 31.69 10.09 80.28 0.90 10.00 9.30 9.10 22.49 27.21 58.16 59.67 67.98 60.96 52.64 55.94 42.39 13.36 90.10 0.93 15.00 10.52 10.21 25.08 29.97 62.55 63.35 72.96 64.98 56.14 60.70 47.72 14.99 94.99 0.95 20.00 11.31 10.94 26.77 31.78 65.43 65.76 76.22 67.60 58.43 63.81 51.22 16.06 98.20 0.96 25.00 11.90 11.47 28.01 33.11 67.55 67.53 78.62 69.54 60.11 66.11 53.79 16.84 100.56 0.98 50.00 13.57 13.00 31.58 36.92 73.61 72.61 85.49 75.08 64.94 72.67 61.15 19.09 107.32 0.99 75.00 14.47 13.82 33.50 38.96 76.87 75.33 89.18 78.05 67.54 76.19 65.11 20.30 110.95 0.99 100.00 15.08 14.38 34.79 40.35 79.07 77.18 91.67 80.06 69.29 78.57 67.78 21.11 113.40
  • Curva IDF Sequias1200.001000.00 2800.00 5 10 15600.00 20 25400.00 50 75 100200.00 0.00 1 2 3 4 5 6 7 8 9 10 11 12
  • Estación Hidrométrica
  • Comparativo Multimensual –multianual Mínimos 1969-1970250 1970-1971 1971-1972 1972-1973 1973-1974 1974-1975 1975-1976 1976-1977 1978-1979200 1979-1980 1980-1981 1981-1982 1982-1983 1984-1985 1985-1986 1985-1986 1986-1987150 1987-1988 1988-1989 1989-1990 1990-1991 1991-1992 1992-1993 1993-1994100 1994-1995 1995-1996 1996-1997 1997-1998 1998-1999 1999-2000 2000-2001 2001-2002 50 2002-2003 2003-2004 2004-2005 2005-2006 2006-2007 2007-2008 2008-2009 2009-2010 0 Promedio Superior MAY JUN JUL AGO SEP OCT NOV DIC ENE FEB MAR ABR Inferior
  • 25.00 5.00 15.00 35.00 20.00 0.00 10.00 30.00 1969-1970 1970-1971 1971-1972 1972-1973 1973-1974 1974-1975 1975-1976 1976-1977 1978-1979 1979-1980 1980-1981 1981-1982 1982-1983 1984-1985 1985-1986 1985-1986 1986-1987 1987-1988 1988-1989 1989-1990 1990-1991 1991-1992 1992-1993 1993-1994 1994-1995 1995-1996 1996-1997 1997-1998 1998-19991999-20002000-2001 2001-20022002-20032003-20042004-20052005-20062006-20072007-20082008-20092009-2010 Promedio Comparativo Multianual Mínimos Series Anuales Limite Inferior Limite Superior
  • Análisis de MínimosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.500 2 7.65 17.38 26.58 32.01 56.99 36.40 17.26 12.51 9.70 7.92 6.62 6.07 5.57 0.200 5 3.82 6.62 14.08 17.23 20.79 20.84 10.51 7.54 5.25 3.92 3.49 3.25 0.86 0.100 10 1.81 0.99 7.56 9.50 1.87 12.71 6.97 4.93 2.93 1.83 1.85 1.78 0.00 0.067 15 0.81 0.00 4.30 5.65 0.00 8.65 5.21 3.63 1.77 0.79 1.03 1.05 0.00 0.050 20 0.16 0.00 2.16 3.12 0.00 6.00 4.06 2.78 1.02 0.10 0.49 0.57 0.00 0.020 50 0.00 0.00 0.00 0.00 0.00 0.00 0.78 0.36 0.00 0.00 0.00 0.00 0.00 0.013 75 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 0.010 100 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 0.001 1000 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
  • Comparativo Multimensual –multianual Máximos 1969-19703000 1970-1971 1971-1972 1972-1973 1973-1974 1974-1975 1975-19762500 1976-1977 1978-1979 1979-1980 1980-1981 1981-1982 1982-1983 1984-19852000 1985-1986 1985-1986 1986-1987 1987-1988 1988-1989 1989-19901500 1990-1991 1991-1992 1992-1993 1993-1994 1994-1995 1995-1996 1996-19971000 1997-1998 1998-1999 1999-2000 2000-2001 2001-2002 2002-2003 2003-2004 500 2004-2005 2005-2006 2006-2007 2007-2008 2008-2009 2009-2010 0 Promedio Superior MAY JUN JUL AGO SEP OCT NOV DIC ENE FEB MAR ABR Inferior
  • Comparativo Multianual Máximos3000.002500.002000.001500.00 Series Anuales Promedio Limite Superior1000.00 Limite Inferior 500.00 0.00
  • Análisis de MáximosProb Retorno ene feb mar abr may jun jul ago sep oct nov dic Total Anual 0.500 2 66.25 178.52 262.76 431.55 621.42 405.03 68.52 27.63 13.79 11.95 12.27 17.57 835.74 0.800 5 106.92 254.64 406.60 973.16 1071.94 606.43 113.04 44.01 18.53 18.42 18.48 26.17 1409.92 0.900 10 128.18 294.43 481.78 1256.27 1307.44 711.71 136.32 52.58 21.01 21.80 21.73 30.67 1710.06 0.933 15 138.79 314.29 519.30 1397.54 1424.95 764.25 147.93 56.85 22.25 23.48 23.35 32.91 1859.83 0.950 20 145.74 327.29 543.87 1490.06 1501.91 798.65 155.54 59.65 23.06 24.59 24.41 34.38 1957.92 0.980 50 165.50 364.27 613.75 1753.20 1720.80 896.51 177.17 67.61 25.36 27.73 27.43 38.56 2236.88 0.987 75 173.36 378.98 641.55 1857.84 1807.84 935.42 185.77 70.78 26.27 28.97 28.63 40.23 2347.82 0.990 100 178.67 388.93 660.34 1928.62 1866.72 961.74 191.59 72.92 26.89 29.82 29.44 41.35 2422.86 0.999 1000 215.59 458.02 790.89 2420.20 2275.63 1144.54 232.00 87.79 31.19 35.68 35.08 49.16 2944.01
  • Comparativo Multimensual –multianual 1969-19701000 1970-1971 1971-1972 1972-1973 1973-1974900 1974-1975 1975-1976 1976-1977 1978-1979800 1979-1980 1980-1981 1981-1982 1982-1983700 1984-1985 1985-1986 1985-1986 1986-1987600 1987-1988 1988-1989 1989-1990500 1990-1991 1991-1992 1992-1993 1993-1994400 1994-1995 1995-1996 1996-1997 1997-1998300 1998-1999 1999-2000 2000-2001 2001-2002200 2002-2003 2003-2004 2004-2005 2005-2006 100 2006-2007 2007-2008 2008-2009 2009-2010 0 Promedio Superior MAY JUN JUL AGO SEP OCT NOV DIC ENE FEB MAR ABR Inferior
  • Comparativo Multianual140.00120.00100.0080.00 Series Anuales60.00 Promedio Limite Superior Limite Inferior40.0020.00 0.00
  • Calidad del Aire
  • Calidad del Aire
  • Normas y Regulaciones
  • -20 20 40 140 0 120 100 160 60 80 01/01/2012 01/05/2012 01/10/2012 01/15/2012 01/20/2012 01/25/2012 01/30/201202/03/201202/08/2012 02/13/2012 02/18/201202/23/201202/28/201203/03/201203/08/2012 03/13/2012 03/18/201203/23/201203/28/201204/01/201204/06/2012 04/11/2012 RADIO SONDA:SO2(PPB)04/16/2012 04/21/201204/26/201204/30/2012 Dióxido de Azufre05/05/2012 Prom 05/10/2012 05/15/201205/20/201205/25/201205/29/2012 24 HRS06/03/201206/08/2012 06/13/201206/18/2012 3006/23/201206/27/201207/02/201207/07/2012 07/12/2012 07/17/201207/22/201207/26/2012 07/31/201208/05/201208/10/2012 08/15/201208/20/2012
  • Temperatura media anual
  • Lluvia media anual
  • Evapotranspiración potencial anual
  • Balance climático anual
  • Sequía del año 2007
  • Sequía del año 2001