análisis de la cuenca media alta del motagua

MSc. Ing. Sergio Antonio López DubónMSc. Ing. Agr. Walter Arnoldo Bardales Espinoza

Mapa de Estaciones

Análisis de variaciones climáticas

TemperaturaPrecipitaciónCaudalesContaminación del Aire

Latitud 14.95

Longitud -91.1072

UTM ESTE 703565.00

UTM NORTE 1653971.00

UTM 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

-100

0

100

200

300

400

500

600

ene feb mar abr may jun jul ago sep oct nov dic

#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!19781979198019811982198319841985198619871988198919901991199219931994199519961997#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!PromedioSupInf

Comparativo Multianual

800.0

1,000.0

1,200.0

1,400.0

1,600.0

1,800.0

2,000.0

1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997

registro

promedio

Superior

Inferior

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 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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

1400.00

1600.00

0 2 4 6 8 10 12

2

5

10

15

20

25

50

75

100

Latitud 15.04

Longitud -91.02

UTM ESTE 712723.00



MGRS 15PYS12726367


Depto. Quiche

Municipio Quiche

Cuenca MOTAGUA

Climadiagrama

Temperatura media


0

200

400

600

800

1000

1200


#REF!#REF!#REF!197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf


0.0

500.0

1,000.0

1,500.0

2,000.0

2,500.0

3,000.0

1973 1975 1977 1979 1981 1983 1985 1987 1989 1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

1400.00

1600.00

0 2 4 6 8 10 12

2

5

10

15

20

25

50

75

100

Latitud 15.11

Longitud -90.61

UTM ESTE 757043.00



MGRS 15PYS57047137


Depto. Baja Verapaz

Municipio Cubulco

Cuenca SALINAS

Climadiagrama

Temperatura media


0

100

200

300

400

500

600

700


#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!1978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf


0.0

200.0

400.0

600.0

800.0

1,000.0

1,200.0

1,400.0

1,600.0

1,800.0

2,000.0

1978

1979

198

0

198

1

198

2

198

3

198

4

198

5

198

6

198

7

198

8

198

9

199

0

199

1

199

2

199

3

199

4

199

5

199

6

199

7

199

8

199

9

200

0

200

1

200

2

200

3

200

4

200

5

200

6

200

7

200

8

200

9

2010

2011

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

0 2 4 6 8 10 12

2

5

10

15

20

25

50

75

100

Latitud 14.59

Longitud -90.53

UTM ESTE 766520.00



MGRS 15PYS66521389


Depto. Guatemala

Municipio Guatemala

Cuenca MARIA LINDA

Climadiagrama

Temperatura media


-100.0

0.0

100.0

200.0

300.0

400.0

500.0


197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf


0.0

500.0

1,000.0

1,500.0

2,000.0

2,500.0

1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

1400.00

0 2 4 6 8 10 12

2

5

10

15

20

25

50

75

100

Latitud 15.05

Longitud -89.97

UTM ESTE 181009.00



MGRS 16PAB81006609


Depto. Progreso

Municipio S.Agustin Aca.

Cuenca MOTAGUA

Climadiagrama

Temperatura media


0

100

200

300

400

500

600

700

800

900


#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf


1,000.0

1,200.0

1,400.0

1,600.0

1,800.0

2,000.0

2,200.0

2,400.0

2,600.0

2,800.0

1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

1400.00

1600.00

1800.00

2000.00

0 2 4 6 8 10 12

2

5

10

15

20

25

50

75

100

Latitud 14.92

Longitud -90.14

UTM ESTE 807852.00



MGRS 15PZS07855199


Depto. Progreso

Municipio Morazan

Cuenca MOTAGUA

Climadiagrama

Temperatura media


-50

0

50

100

150

200

250

300

350

400

450


#REF!#REF!19721973197419751976197719781979198019811982198319841985198619871988198919901991199219931994199519961997199819992000200120022003200420052006200720082009#REF!#REF!PromedioSupInf


0.0

200.0

400.0

600.0

800.0

1,000.0

1,200.0

1,400.0

1,600.0

1972

1973

1974

1975

1976

1977

1978

1979

198

0

198

1

198

2

198

3

198

4

198

5

198

6

198

7

198

8

198

9

199

0

199

1

199

2

199

3

199

4

199

5

199

6

199

7

199

8

199

9

200

0

200

1

200

2

200

3

200

4

200

5

200

6

200

7

200

8

200

9

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

100.00

200.00

300.00

400.00

500.00

600.00

700.00

800.00

900.00

1 2 3 4 5 6 7 8 9 10 11 12

2

5

10

15

20

25

50

75

100

Latitud 14.76

Longitud -89.93

UTM ESTE 184960.00



MGRS 16PAB84963342


Depto. Jalapa

Municipio Jalapa

Cuenca MOTAGUA

Climadiagrama

Temperatura media


0

50

100

150

200

250

300

350

400

450

500


#REF!#REF!1972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf


0.0

200.0

400.0

600.0

800.0

1,000.0

1,200.0

1,400.0

1,600.0

1,800.0

2,000.0

1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

0 2 4 6 8 10 12

2

5

10

15

20

25

50

75

100

Latitud 15.06

Longitud -90.25

UTM ESTE 795666.00



MGRS 15PYS95666644


Depto. Baja Verapaz

Municipio S.Jeronimo

Cuenca SALINAS

Climadiagrama

Temperatura media


0.0

100.0

200.0

300.0

400.0

500.0

600.0

700.0


197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf


0.0

200.0

400.0

600.0

800.0

1,000.0

1,200.0

1,400.0

1,600.0

1,800.0

2,000.0

1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

0 2 4 6 8 10 12

5

10

15

20

25

50

75

100

2

Latitud14.7855

Longitud -90.79

UTM ESTE 738018.00



MGRS 15PYS38013577


Depto. Chimaltenango

Municipio S. Martin Jilo.

Cuenca MOTAGUA

Climadiagrama

Temperatura media


-50.0

0.0

50.0

100.0

150.0

200.0

250.0

300.0

350.0

400.0

450.0


197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf


600.0

800.0

1,000.0

1,200.0

1,400.0

1,600.0

1,800.0

2,000.0

1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

1400.00

1600.00

0 2 4 6 8 10 12

2

5

10

15

20

25

50

75

100

Latitud 14.77

Longitud -90.45

UTM ESTE 774210.00



MGRS 15PYS74213471


Depto. Guatemala

Municipio S.Pedro Ayampuc

Cuenca MOTAGUA

Climadiagrama

Temperatura media


-100.0

0.0

100.0

200.0

300.0

400.0

500.0


197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999#REF!#REF!2002200320042005200620072008200920102011PromedioSupInf


0.0

200.0

400.0

600.0

800.0

1,000.0

1,200.0

1,400.0

1,600.0

1,800.0

2,000.0

1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2002 2004 2006 2008 2010

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

0 2 4 6 8 10 12

2

10

10

15

20

25

50

75

100

Latitud 14.62

Longitud -90.66

UTM ESTE 752427.00



MGRS 15PYS52421723


Depto. Sacatepequez

Municipio S.Lucas Sacatep

Cuenca MOTAGUA

Climadiagrama

Temperatura media


-100

0

100

200

300

400

500

600




0.0

200.0

400.0

600.0

800.0

1,000.0

1,200.0

1,400.0

1,600.0

1,800.0

2,000.0

1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

0 2 4 6 8 10 12

2

5

10

15

20

25

50

75

100

Latitud 14.62

Longitud -90.66

UTM ESTE 752427.00



MGRS 15PYS52421723


Depto. Sacatepequez

Municipio S.Lucas Sacatep

Cuenca MOTAGUA

Climadiagrama

Temperatura media


-100

0

100

200

300

400

500

600




0.0

200.0

400.0

600.0

800.0

1,000.0

1,200.0

1,400.0

1,600.0

1,800.0

2,000.0

1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010

registro

promedio

Superior

Inferior

Linear (registro)


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 Sequias

0.00

200.00

400.00

600.00

800.00

1000.00

1200.00

1 2 3 4 5 6 7 8 9 10 11 12

2

5

10

15

20

25

50

75

100

Estación Hidrométrica

Comparativo Multimensual –multianual Mínimos

0

50

100

150

200

250

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

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

1998-1999

1999-2000

2000-2001

2001-2002

2002-2003

2003-2004

2004-2005

2005-2006

2006-2007

2007-2008

2008-2009

2009-2010

Promedio

Superior

Inferior

Comparativo Multianual Mínimos

0.00

5.00

10.00

15.00

20.00

25.00

30.00

35.00

196

9-1

970

1970

-19

7119

71-1

972

1972

-19

7319

73-1

974

1974

-19

7519

75-1

976

1976

-19

7719

78-1

979

1979

-19

80

198

0-1

98

119

81-

198

219

82-

198

319

84

-19

85

198

5-19

86

198

5-19

86

198

6-1

98

719

87-

198

819

88

-19

89

198

9-1

99

019

90

-19

91

199

1-19

92

199

2-19

93

199

3-19

94

199

4-1

99

519

95-

199

619

96

-19

97

199

7-19

98

199

8-1

99

919

99

-20

00

200

0-2

00

120

01-

200

220

02-

200

320

03-

200

420

04

-20

05

200

5-20

06

200

6-2

00

720

07-

200

820

08

-20

09

200

9-2

010

Series Anuales

Promedio

Limite Superior

Limite Inferior

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

0

500

1000

1500

2000

2500

3000


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

1998-1999

1999-2000

2000-2001

2001-2002

2002-2003

2003-2004

2004-2005

2005-2006

2006-2007

2007-2008

2008-2009

2009-2010

Promedio

Superior

Inferior

Comparativo Multianual Máximos

0.00

500.00

1000.00

1500.00

2000.00

2500.00

3000.00

Series Anuales

Promedio

Limite Superior

Limite Inferior


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

0

100

200

300

400

500

600

700

800

900

1000


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

1998-1999

1999-2000

2000-2001

2001-2002

2002-2003

2003-2004

2004-2005

2005-2006

2006-2007

2007-2008

2008-2009

2009-2010

Promedio

Superior

Inferior


0.00

20.00

40.00

60.00

80.00

100.00

120.00

140.00

Series Anuales

Promedio

Limite Superior

Limite Inferior

Calidad del Aire

Normas y Regulaciones

Dióxido de Azufre

-20

0

20

40

60

80

100

120

140

160

01/

01/

2012

01/

05/

2012

01/

10/2

012

01/

15/2

012

01/

20/2

012

01/

25/2

012

01/

30/2

012

02/

03/

2012

02/

08

/20

120

2/13

/20

120

2/18

/20

120

2/23

/20

120

2/28

/20

120

3/0

3/20

120

3/0

8/2

012

03/

13/2

012

03/

18/2

012

03/

23/2

012

03/

28/2

012

04

/01/

2012

04

/06

/20

120

4/1

1/20

120

4/1

6/2

012

04

/21/

2012

04

/26

/20

120

4/3

0/2

012

05/

05/

2012

05/

10/2

012

05/

15/2

012

05/

20/2

012

05/

25/2

012

05/

29/2

012

06

/03/

2012

06

/08

/20

120

6/1

3/20

120

6/1

8/2

012

06

/23/

2012

06

/27/

2012

07/

02/

2012

07/

07/

2012

07/

12/2

012

07/

17/2

012

07/

22/2

012

07/

26/2

012

07/

31/2

012

08

/05/

2012

08

/10

/20

120

8/1

5/20

120

8/2

0/2

012

RADIO SONDA:SO2(PPB) Prom 24 HRS 30

Temperatura media anual

Lluvia media anual

Evapotranspiración potencial anual

Balance climático anual

Sequía del año 2007

Sequía del año 2001

análisis de la cuenca media alta del motagua

Education