Análisis de la cuenca media alta del Motagua
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Transcript of Análisis de la cuenca media alta del Motagua
![Page 1: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/1.jpg)
MSc. Ing. Sergio Antonio López DubónMSc. Ing. Agr. Walter Arnoldo Bardales Espinoza
![Page 2: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/2.jpg)
Mapa de Estaciones
![Page 3: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/3.jpg)
Análisis de variaciones climáticas
TemperaturaPrecipitaciónCaudalesContaminación del Aire
![Page 4: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/4.jpg)
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
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Climadiagrama
![Page 6: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/6.jpg)
![Page 7: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/7.jpg)
Tendencia de la temperatura
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Anomalía de temperatura
![Page 9: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/9.jpg)
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
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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)
![Page 11: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/11.jpg)
Datos fuera de rango de confianza
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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
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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
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15
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50
75
100
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Latitud 15.04
Longitud -91.02
UTM ESTE 712723.00
UTM NORTE 1663670.00
UTM ZONA Y LETRA 15 P
MGRS 15PYS12726367
Elevación msnm 1900.00
Depto. Quiche
Municipio Quiche
Cuenca MOTAGUA
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Climadiagrama
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Temperatura media
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Comparativo Multimensual -multianual
0
200
400
600
800
1000
1200
ene feb mar abr may jun jul ago sep oct nov dic
#REF!#REF!#REF!197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf
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Comparativo Multianual
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)
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Datos fuera de rango de confianza
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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
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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
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Latitud 15.11
Longitud -90.61
UTM ESTE 757043.00
UTM NORTE 1671371.00
UTM ZONA Y LETRA 15 P
MGRS 15PYS57047137
Elevación msnm 994.00
Depto. Baja Verapaz
Municipio Cubulco
Cuenca SALINAS
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Climadiagrama
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Temperatura media
![Page 25: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/25.jpg)
Tendencia de la temperatura
![Page 26: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/26.jpg)
Anomalía de temperatura
![Page 27: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/27.jpg)
Comparativo Multimensual -multianual
0
100
200
300
400
500
600
700
ene feb mar abr may jun jul ago sep oct nov dic
#REF!#REF!#REF!#REF!#REF!#REF!#REF!#REF!1978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf
![Page 28: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/28.jpg)
Comparativo Multianual
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)
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Datos fuera de rango de confianza
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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
![Page 31: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/31.jpg)
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
![Page 32: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/32.jpg)
Latitud 14.59
Longitud -90.53
UTM ESTE 766520.00
UTM NORTE 1613898.00
UTM ZONA Y LETRA 15 P
MGRS 15PYS66521389
Elevación msnm 1502.00
Depto. Guatemala
Municipio Guatemala
Cuenca MARIA LINDA
![Page 33: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/33.jpg)
Climadiagrama
![Page 34: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/34.jpg)
Temperatura media
![Page 35: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/35.jpg)
Tendencia de la temperatura
![Page 36: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/36.jpg)
Anomalía de temperatura
![Page 37: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/37.jpg)
Comparativo Multimensual -multianual
-100.0
0.0
100.0
200.0
300.0
400.0
500.0
ene feb mar abr may jun jul ago sep oct nov dic
197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf
![Page 38: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/38.jpg)
Comparativo Multianual
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)
![Page 39: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/39.jpg)
Datos fuera de rango de confianza
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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
![Page 41: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/41.jpg)
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
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Latitud 15.05
Longitud -89.97
UTM ESTE 181009.00
UTM NORTE 1666091.00
UTM ZONA Y LETRA 16 P
MGRS 16PAB81006609
Elevación msnm 1323.00
Depto. Progreso
Municipio S.Agustin Aca.
Cuenca MOTAGUA
![Page 43: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/43.jpg)
Climadiagrama
![Page 44: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/44.jpg)
Temperatura media
![Page 45: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/45.jpg)
Comparativo Multimensual -multianual
0
100
200
300
400
500
600
700
800
900
ene feb mar abr may jun jul ago sep oct nov dic
#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
![Page 46: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/46.jpg)
Comparativo Multianual
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)
![Page 47: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/47.jpg)
Datos fuera de rango de confianza
![Page 48: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/48.jpg)
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
![Page 49: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/49.jpg)
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
![Page 50: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/50.jpg)
Latitud 14.92
Longitud -90.14
UTM ESTE 807852.00
UTM NORTE 1651990.00
UTM ZONA Y LETRA 15 P
MGRS 15PZS07855199
Elevación msnm 370.00
Depto. Progreso
Municipio Morazan
Cuenca MOTAGUA
![Page 51: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/51.jpg)
Climadiagrama
![Page 52: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/52.jpg)
Temperatura media
![Page 53: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/53.jpg)
Tendencia de la temperatura
![Page 54: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/54.jpg)
Anomalía de temperatura
![Page 55: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/55.jpg)
Comparativo Multimensual -multianual
-50
0
50
100
150
200
250
300
350
400
450
ene feb mar abr may jun jul ago sep oct nov dic
#REF!#REF!19721973197419751976197719781979198019811982198319841985198619871988198919901991199219931994199519961997199819992000200120022003200420052006200720082009#REF!#REF!PromedioSupInf
![Page 56: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/56.jpg)
Comparativo Multianual
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)
![Page 57: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/57.jpg)
Datos fuera de rango de confianza
![Page 58: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/58.jpg)
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
![Page 59: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/59.jpg)
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
![Page 60: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/60.jpg)
Latitud 14.76
Longitud -89.93
UTM ESTE 184960.00
UTM NORTE 1633422.00
UTM ZONA Y LETRA 16 P
MGRS 16PAB84963342
Elevación msnm 1760.00
Depto. Jalapa
Municipio Jalapa
Cuenca MOTAGUA
![Page 61: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/61.jpg)
Climadiagrama
![Page 62: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/62.jpg)
Temperatura media
![Page 63: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/63.jpg)
Tendencia de la temperatura
![Page 64: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/64.jpg)
Anomalía de temperatura
![Page 65: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/65.jpg)
Comparativo Multimensual -multianual
0
50
100
150
200
250
300
350
400
450
500
ene feb mar abr may jun jul ago sep oct nov dic
#REF!#REF!1972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf
![Page 66: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/66.jpg)
Comparativo Multianual
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)
![Page 67: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/67.jpg)
Datos fuera de rango de confianza
![Page 68: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/68.jpg)
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
![Page 69: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/69.jpg)
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
![Page 70: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/70.jpg)
Latitud 15.06
Longitud -90.25
UTM ESTE 795666.00
UTM NORTE 1666442.00
UTM ZONA Y LETRA 15 P
MGRS 15PYS95666644
Elevación msnm 1000.00
Depto. Baja Verapaz
Municipio S.Jeronimo
Cuenca SALINAS
![Page 71: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/71.jpg)
Climadiagrama
![Page 72: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/72.jpg)
Temperatura media
![Page 73: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/73.jpg)
Tendencia de la temperatura
![Page 74: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/74.jpg)
Anomalía de temperatura
![Page 75: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/75.jpg)
Comparativo Multimensual -multianual
0.0
100.0
200.0
300.0
400.0
500.0
600.0
700.0
ene feb mar abr may jun jul ago sep oct nov dic
197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf
![Page 76: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/76.jpg)
Comparativo Multianual
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)
![Page 77: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/77.jpg)
Datos fuera de rango de confianza
![Page 78: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/78.jpg)
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
![Page 79: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/79.jpg)
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
![Page 80: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/80.jpg)
Latitud14.7855
Longitud -90.79
UTM ESTE 738018.00
UTM NORTE 1635774.00
UTM ZONA Y LETRA 15 P
MGRS 15PYS38013577
Elevación msnm 1820.00
Depto. Chimaltenango
Municipio S. Martin Jilo.
Cuenca MOTAGUA
![Page 81: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/81.jpg)
Climadiagrama
![Page 82: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/82.jpg)
Temperatura media
![Page 83: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/83.jpg)
Tendencia de la temperatura
![Page 84: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/84.jpg)
Anomalía de temperatura
![Page 85: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/85.jpg)
Comparativo Multimensual -multianual
-50.0
0.0
50.0
100.0
150.0
200.0
250.0
300.0
350.0
400.0
450.0
ene feb mar abr may jun jul ago sep oct nov dic
197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf
![Page 86: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/86.jpg)
Comparativo Multianual
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)
![Page 87: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/87.jpg)
Datos fuera de rango de confianza
![Page 88: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/88.jpg)
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
![Page 89: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/89.jpg)
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
![Page 90: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/90.jpg)
Latitud 14.77
Longitud -90.45
UTM ESTE 774210.00
UTM NORTE 1634719.00
UTM ZONA Y LETRA 15 P
MGRS 15PYS74213471
Elevación msnm 1200.00
Depto. Guatemala
Municipio S.Pedro Ayampuc
Cuenca MOTAGUA
![Page 91: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/91.jpg)
Climadiagrama
![Page 92: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/92.jpg)
Temperatura media
![Page 93: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/93.jpg)
Tendencia de la temperatura
![Page 94: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/94.jpg)
Anomalía de temperatura
![Page 95: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/95.jpg)
Comparativo Multimensual -multianual
-100.0
0.0
100.0
200.0
300.0
400.0
500.0
ene feb mar abr may jun jul ago sep oct nov dic
197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999#REF!#REF!2002200320042005200620072008200920102011PromedioSupInf
![Page 96: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/96.jpg)
Comparativo Multianual
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)
![Page 97: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/97.jpg)
Datos fuera de rango de confianza
![Page 98: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/98.jpg)
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
![Page 99: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/99.jpg)
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
![Page 100: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/100.jpg)
Latitud 14.62
Longitud -90.66
UTM ESTE 752427.00
UTM NORTE 1617235.00
UTM ZONA Y LETRA 15 P
MGRS 15PYS52421723
Elevación msnm 2105.00
Depto. Sacatepequez
Municipio S.Lucas Sacatep
Cuenca MOTAGUA
![Page 101: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/101.jpg)
Climadiagrama
![Page 102: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/102.jpg)
Temperatura media
![Page 103: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/103.jpg)
Tendencia de la temperatura
![Page 104: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/104.jpg)
Anomalía de temperatura
![Page 105: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/105.jpg)
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!1972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf
![Page 106: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/106.jpg)
Comparativo Multianual
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)
![Page 107: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/107.jpg)
Datos fuera de rango de confianza
![Page 108: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/108.jpg)
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
![Page 109: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/109.jpg)
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
![Page 110: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/110.jpg)
Latitud 14.62
Longitud -90.66
UTM ESTE 752427.00
UTM NORTE 1617235.00
UTM ZONA Y LETRA 15 P
MGRS 15PYS52421723
Elevación msnm 2105.00
Depto. Sacatepequez
Municipio S.Lucas Sacatep
Cuenca MOTAGUA
![Page 111: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/111.jpg)
Climadiagrama
![Page 112: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/112.jpg)
Temperatura media
![Page 113: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/113.jpg)
Tendencia de la temperatura
![Page 114: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/114.jpg)
Anomalía de temperatura
![Page 115: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/115.jpg)
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!1972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011PromedioSupInf
![Page 116: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/116.jpg)
Comparativo Multianual
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)
![Page 117: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/117.jpg)
Datos fuera de rango de confianza
![Page 118: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/118.jpg)
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
![Page 119: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/119.jpg)
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
![Page 120: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/120.jpg)
Estación Hidrométrica
![Page 121: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/121.jpg)
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
![Page 122: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/122.jpg)
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
![Page 123: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/123.jpg)
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
![Page 124: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/124.jpg)
Comparativo Multimensual –multianual Máximos
0
500
1000
1500
2000
2500
3000
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
![Page 125: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/125.jpg)
Comparativo Multianual Máximos
0.00
500.00
1000.00
1500.00
2000.00
2500.00
3000.00
Series Anuales
Promedio
Limite Superior
Limite Inferior
![Page 126: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/126.jpg)
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
![Page 127: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/127.jpg)
Comparativo Multimensual –multianual
0
100
200
300
400
500
600
700
800
900
1000
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
![Page 128: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/128.jpg)
Comparativo Multianual
0.00
20.00
40.00
60.00
80.00
100.00
120.00
140.00
Series Anuales
Promedio
Limite Superior
Limite Inferior
![Page 129: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/129.jpg)
Calidad del Aire
![Page 130: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/130.jpg)
Calidad del Aire
![Page 131: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/131.jpg)
Normas y Regulaciones
![Page 132: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/132.jpg)
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
![Page 133: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/133.jpg)
![Page 134: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/134.jpg)
Temperatura media anual
![Page 135: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/135.jpg)
Lluvia media anual
![Page 136: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/136.jpg)
Evapotranspiración potencial anual
![Page 137: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/137.jpg)
Balance climático anual
![Page 138: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/138.jpg)
![Page 139: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/139.jpg)
Sequía del año 2007
![Page 140: Análisis de la cuenca media alta del Motagua](https://reader033.fdocuments.co/reader033/viewer/2022051414/559b25f01a28ab5f488b4744/html5/thumbnails/140.jpg)
Sequía del año 2001
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