conagua

ESTADISTICA DESCRIPTIVA

Estacin:

Estado:

Estacin # : 4010 Municipio:Latitud:

Longitud:

Altura (msnm):

Precip Evap Tmin Tmax

Media 4.0 Media 5.4 Media 19.7 Media 33.4

Error tpico 0.1 Error tpico 0.0 Error tpico 0.0 Error tpico 0.0

Mediana 0.0 Mediana 5.1 Mediana 20.0 Mediana 33.0

Moda 0.0 Moda 5.4 Moda 21.0 Moda 33.0

Desviacin estndar 11.8 Desviacin estndar 2.4 Desviacin estndar 3.2 Desviacin estndar 3.8

Varianza de la muestra 140.2 Varianza de la muestra 5.7 Varianza de la muestra 10.1 Varianza de la muestra 14.5

Curtosis 143.97 Curtosis 1.08 Curtosis 1.30 Curtosis -0.19

Coeficiente de asimetra 8.16 Coeficiente de asimetra 0.77 Coeficiente de asimetra -0.98 Coeficiente de asimetra -0.16

Rango 367.7 Rango 17.8 Rango 26.0 Rango 25.0

Mnimo 0.0 Mnimo 0.0 Mnimo 4.0 Mnimo 19.0

Mximo 367.7 Mximo 17.9 Mximo 30.0 Mximo 44.0

Suma 56,173.5 Suma 16,767.8 Suma 276,050.0 Suma 467,337.6

Cuenta 14,017 Cuenta 3,119 Cuenta 14,012 Cuenta 14,013

Mayor (10) 133.0 Mayor (10) 14.2 Mayor (10) 28.0 Mayor (10) 43.0

Menor(10) 0.0 Menor(10) 0.5 Menor(10) 6.0 Menor(10) 21.0 Nivel de confianza(95.0%) 0.196 Nivel de confianza(95.0%) 0.084 Nivel de confianza(95.0%) 0.053 Nivel de confianza(95.0%) 0.063

mm mm C C

ESCARCEGA (SMN)

18.6044

-90.7411

80

CAMPECHE

ESCARCEGA

CLIMATOLOGA ESTADSTICA 1 de 11 24/08/2012

PRECIPITACIN Y EVAPORACIN

TABLAS POR DECADA-AO

Estacin # 4010 Estacin # 4010

Precipitacin (mm) Evaporacin (mm)

Dcada Ao Mn Prom Mx Desvest Dcada Ao Mn Prom Mx Desvest

1940 1943 0.0 2.0 8.8 3.0 1940 1943

1944 0.0 3.0 87.5 9.2 1944

1945 0.0 3.6 100.0 10.1 1945

1946 0.0 3.9 61.0 9.3 1946

1947 0.0 4.3 63.0 10.3 1947

1948 0.0 2.5 58.0 6.7 1948

1949 0.0 2.6 81.0 8.1 1949

1950 0.0 3.1 64.0 9.3 1950

Total 1940 0.0 3.3 100.0 9.1 Total 1940

1950 1951 0.0 3.7 93.5 10.1 1950 1951

1952 0.0 3.5 63.0 8.5 1952

1953 0.0 3.3 65.5 8.7 1953

1954 0.0 3.5 96.0 9.5 1954

1955 0.0 3.7 70.5 10.1 1955

1956 0.0 3.2 64.0 8.9 1956

1957 0.0 3.8 80.0 9.4 1957

1958 0.0 4.4 91.0 10.7 1958

1959 0.0 3.6 78.0 8.5 1959 2.1 4.5 6.0 1.2

1960 0.0 2.3 52.5 6.7 1960

Total 1950 0.0 3.5 96.0 9.2 Total 1950 2.1 4.5 6.0 1.2

1980 1988 0.0 6.7 68.3 12.2 1980 1988

1989 0.0 4.6 90.0 11.1 1989

1990 0.0 4.3 55.8 9.0 1990

Total 1980 0.0 4.9 90.0 10.7 Total 1980

1990 1991 0.0 3.8 93.5 9.8 1990 1991

1992 0.0 5.6 236.0 16.7 1992

1993 0.0 0.9 40.0 3.9 1993

1994 0.0 4.5 96.0 11.5 1994

1995 0.0 6.2 328.0 24.2 1995

1996 0.0 3.9 85.6 11.0 1996

1997 0.0 4.4 61.0 10.3 1997

1998 0.0 3.6 68.3 10.5 1998

1999 0.0 4.5 69.0 10.2 1999

2000 0.0 4.7 93.5 12.8 2000

Total 1990 0.0 4.4 328.0 13.5 Total 1990

2000 2001 0.0 4.2 73.1 10.5 2000 2001 0.4 3.9 8.1 1.4

2002 0.0 5.2 367.7 23.5 2002 0.3 4.9 11.6 2.0

2003 0.0 4.8 96.8 12.3 2003 0.9 5.2 11.0 2.1

2004 0.0 4.2 99.0 11.2 2004 0.5 5.2 12.7 2.2

2005 0.0 4.2 141.5 12.3 2005 0.8 5.6 16.5 2.2

2006 0.0 6.0 186.0 17.5 2006 0.1 5.7 17.2 2.7

2007 0.0 3.3 163.0 11.4 2007 0.3 4.7 15.8 2.2

2008 0.0 4.3 126.1 12.8 2008 0.2 5.9 12.6 2.4

2009 0.0 4.2 106.0 12.0 2009 0.0 6.0 17.9 2.7

2010 0.0 3.9 164.4 13.5 2010 0.6 5.9 17.4 2.8

Total 2000 0.0 4.4 367.7 14.2 Total 2000 0.0 5.4 17.9 2.4

Total general 0.0 4.0 367.7 11.8 Total general 0.0 5.4 17.9 2.4



0.0

50.0

100.0

150.0

200.0

250.0

300.0

350.0

400.0

ENE

FEB

MA

R

AB

R

MA

Y

JUN

JUL

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SEP

OC

T

NO

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DIC

ENE

FEB

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AB

R

MA

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JUN

JUL

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SEP

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ENE

FEB

MA

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AB

R

MA

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JUN

JUL

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DIC

ENE

FEB

MA

R

AB

R

MA

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JUN

JUL

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SEP

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DIC

ENE

FEB

MA

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AB

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MA

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JUN

JUL

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DIC

1940 1950 1980 1990 2000

Pre

cip

itac

in

en

mm

Dcada - Mes

Promedio Diario y Mximo de Precipitacin en 24 horas por Dcada - Mes

Prom Mx


0.0

2.0

4.0

6.0

8.0

10.0

12.0

14.0

16.0

18.0

20.0

1 6

11

16

21

26

31 5

10

15

20

25 1 6

11

16

21

26

31 5

10

15

20

25

30 5

10

15

20

25

30 4 9

14

19

24

29 4 9

14

19

24

29 3 8

13

18

23

28 2 7

12

17

22

27 2 7

12

17

22

27 1 6

11

16

21

26 1 6

11

16

21

26

31

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

Pre

cip

itac

in

en

mm

Mes - Da

Distribucin Anual del Promedio Diario de Precipitacin


11,460

825

471

339

255

171

103 97 81

53

34 27 29

14

10

7

4 4

6

8

2

3

1 1

2

1 1 1

2

1 1 1 1 1 1

10

100

1,000

10,000

100,000

0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 120 125 130 140 155 160 180 185 235 325 365

Fre

cue

nci

a

Precipitacin en mm

Precipitacin-Frecuencia de Eventos por Rangos de 5 mm

TEMPERATURAS MMIMA Y MXIMA

TABLAS POR DECADA - AO


Temp mn (C) Temp mx (C)


1940 1943 9.0 16.7 21.5 4.1 1940 1943 23.5 28.3 31.4 2.6

1944 4.0 18.1 25.5 4.0 1944 20.0 33.6 41.5 3.9

1945 5.5 18.7 25.0 4.0 1945 23.5 35.4 44.0 3.8

1946 8.0 19.0 25.5 2.9 1946 23.0 34.0 41.5 3.4

1947 9.0 19.6 25.5 2.7 1947 23.0 32.2 40.5 3.1

1948 5.0 19.6 23.5 2.8 1948 22.0 31.8 39.0 3.1

1949 8.0 19.3 25.5 3.4 1949 23.0 34.1 42.0 3.7

1950 6.5 18.6 25.0 3.7 1950 24.0 33.0 40.5 3.5

Total 1940 4.0 19.0 25.5 3.4 Total 1940 20.0 33.5 44.0 3.7

1950 1951 7.0 19.4 25.5 3.6 1950 1951 22.5 33.4 42.0 3.2

1952 7.0 19.1 25.0 3.6 1952 24.5 33.2 41.5 3.5

1953 6.0 19.7 25.5 3.8 1953 22.0 33.4 43.5 3.8

1954 5.0 18.9 26.5 4.0 1954 24.0 31.8 41.5 3.0

1955 7.0 19.8 26.0 3.3 1955 23.0 33.1 44.0 3.7

1956 6.0 19.5 24.0 3.3 1956 24.0 32.7 39.0 2.3

1957 10.0 20.7 28.0 3.1 1957 24.5 33.3 42.0 2.7

1958 6.0 19.9 28.0 3.7 1958 21.5 32.9 40.5 3.6

1959 9.0 19.7 24.0 2.5 1959 21.5 32.9 39.0 3.0

1960 9.5 19.8 25.5 3.5 1960 21.0 32.9 43.5 3.1

Total 1950 5.0 19.7 28.0 3.5 Total 1950 21.0 33.0 44.0 3.2

1980 1988 13.0 22.3 30.0 2.5 1980 1988 26.0 32.6 38.0 2.6

1989 10.0 21.4 29.0 2.8 1989 20.0 33.3 42.0 3.5

1990 10.0 21.3 27.0 2.7 1990 22.0 33.4 42.0 3.3

Total 1980 10.0 21.6 30.0 2.7 Total 1980 20.0 33.2 42.0 3.3

1990 1991 11.0 20.6 25.0 1.8 1990 1991 24.0 34.2 43.0 4.0

1992 14.0 20.7 25.0 1.9 1992 23.0 34.1 40.0 3.5

1993 11.0 19.1 25.0 2.8 1993 25.0 33.9 40.0 3.5

1994 11.0 20.9 26.0 1.8 1994 27.0 35.1 41.0 3.3

1995 13.0 19.7 25.0 2.7 1995 26.0 34.4 42.0 3.7

1996 11.0 20.9 26.0 2.3 1996 26.0 33.9 42.0 3.0

1997 10.0 20.8 25.0 2.5 1997 21.0 33.7 42.0 4.4

1998 9.0 21.6 27.5 3.1 1998 21.0 33.7 43.0 4.3

1999 12.0 21.4 26.0 3.0 1999 22.0 32.7 42.5 4.0

2000 12.0 20.9 27.0 2.8 2000 22.0 33.3 44.0 4.5

Total 1990 9.0 20.7 27.5 2.6 Total 1990 21.0 33.9 44.0 3.9

2000 2001 9.0 20.6 26.0 2.7 2000 2001 22.0 33.5 41.5 4.1

2002 9.0 19.5 25.0 2.4 2002 21.5 33.4 42.0 4.4

2003 9.0 18.9 25.0 3.1 2003 23.0 33.3 42.0 4.8

2004 11.0 17.7 24.0 2.2 2004 22.0 32.9 42.0 4.1

2005 10.0 17.6 24.0 2.6 2005 24.0 33.1 42.0 4.2

2006 9.0 18.2 25.0 2.7 2006 19.0 33.1 43.0 4.3

2007 12.0 18.7 25.0 2.3 2007 21.9 33.2 43.0 4.0

2008 13.0 18.8 24.0 2.4 2008 21.0 33.3 43.0 4.2


TEMPERATURAS MMIMA Y MXIMA

TABLAS POR DECADA - AO


Temp mn (C) Temp mx (C)


2000 2009 10.0 19.2 26.0 2.6 2000 2009 23.0 33.8 43.0 4.3

2010 8.0 18.8 25.0 3.0 2010 20.0 32.5 44.0 4.9

Total 2000 8.0 18.8 26.0 2.7 Total 2000 19.0 33.2 44.0 4.3

Total general 4.0 19.7 30.0 3.2 Total general 19.0 33.4 44.0 3.8



0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

45.0

50.0

20/1

2/4

319

/05

/44

17/1

1/4

417

/04

/45

15/0

9/4

513

/02

/46

14/0

8/4

612

/01

/47

12/0

6/4

710

/11

/47

09/0

4/4

808

/10

/48

08/0

3/4

906

/08

/49

04/0

1/5

004

/06

/50

02/1

1/5

002

/04

/51

31/0

8/5

129

/01

/52

28/0

6/5

226

/11

/52

26/0

4/5

324

/09

/53

23/0

2/5

424

/07

/54

22/1

2/5

422

/05

/55

20/1

0/5

519

/03

/56

17/0

8/5

615

/01

/57

15/0

6/5

713

/11

/57

13/0

4/5

811

/09

/58

09/0

2/5

910

/07

/59

08/1

2/5

907

/05

/60

05/1

0/6

017

/08

/88

15/0

1/8

915

/06

/89

13/1

1/8

922

/05

/90

20/1

0/9

021

/03

/91

19/0

8/9

117

/01

/92

16/0

6/9

214

/11

/92

14/0

4/9

312

/04

/94

10/0

9/9

411

/05

/95

09/1

0/9

508

/03

/96

06/0

8/9

604

/01

/97

04/0

6/9

702

/11

/97

02/0

4/9

831

/08

/98

29/0

1/9

929

/06

/99

27/1

1/9

926

/04

/00

24/0

9/0

022

/02

/01

23/0

7/0

121

/12

/01

21/0

5/0

219

/10

/02

20/0

3/0

318

/08

/03

16/0

1/0

415

/06

/04

13/1

1/0

413

/04

/05

11/0

9/0

509

/02

/06

10/0

7/0

608

/12

/06

08/0

5/0

706

/10

/07

06/0

3/0

804

/08

/08

02/0

1/0

902

/06

/09

31/1

0/0

931

/03

/10

29/0

8/1

0

Tem

pe

ratu

ra e

n

C

Registro Diario de Temperaturas Mnima y Mxima

T min T max Polinmica (T min) Polinmica (T max)


23.0

24.5

26.6

28.9

29.7

28.8 28.1 27.8

27.4

25.9

24.4

23.1

0.9

1.2

0.7

1.3

2.9

6.8

5.9

8.4

9.7

6.2

2.8

1.3

0.0

2.0

4.0

6.0

8.0

10.0

12.0

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

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

Tem

pe

ratu

ra M

ed

ia (

C)

Pre

cip

itac

in

(m

m)

Mes

Promedio Diario de Precipitacin y Temperatura Media por Mes

Prom de Precip Prom de Tmed

PRECIPITACIN, TEMPERATURAS MNIMA Y MXIMA

PROMEDIOS ANUALES POR ESTACIN

Estacin # 4010

Estacin Promedios

Primavera Verano Otoo Invierno

Dcada Ao Precip. Tmin. Tmax. Precip. Tmin. Tmax. Precip. Tmin. Tmax. Precip. Tmin. Tmax.

1940 1943 0.0 31.4 2.2 16.7 28.0

1944 4.3 20.6 35.7 8.5 21.5 34.9 0.5 16.2 32.9 0.5 15.4 31.3

1945 3.1 20.3 39.5 7.5 21.6 35.1 3.0 17.4 32.0 0.7 15.5 35.1

1946 3.5 20.7 37.5 6.1 20.4 35.0 4.1 18.6 32.1 1.1 15.9 31.3

1947 4.6 20.1 35.6 5.8 21.1 32.0 5.4 19.9 30.8 1.4 17.4 30.3

1948 3.3 20.5 34.0 3.4 21.3 33.2 3.4 19.9 30.7 0.3 17.1 29.8

1949 1.0 21.7 38.1 4.4 21.2 35.8 4.4 17.8 31.0 0.5 16.4 31.6

1950 2.0 20.8 36.6 7.4 21.0 33.9 2.1 16.4 29.9 1.0 16.3 31.6

Total 1940 3.1 20.7 36.7 6.2 21.1 34.3 3.3 18.0 31.3 0.8 16.3 31.5

1950 1951 0.7 21.4 36.9 9.4 21.7 33.6 3.3 19.1 31.2 1.3 15.2 32.0

1952 2.4 21.6 35.9 6.9 20.5 34.1 4.6 17.7 29.8 0.1 16.5 32.8

1953 2.0 22.1 37.4 6.3 21.7 33.9 4.3 18.7 30.6 0.3 16.1 31.6

1954 5.0 21.3 34.3 5.5 21.4 33.1 2.0 17.1 29.6 1.4 15.5 30.3

1955 1.5 21.6 37.5 5.9 21.6 32.4 6.7 20.1 31.6 0.8 15.8 30.9

1956 2.0 20.8 34.2 5.9 21.2 33.6 4.2 19.7 31.7 0.5 16.5 31.5

1957 1.9 23.5 36.0 9.4 21.7 34.0 2.3 19.6 31.5 1.7 18.1 31.8

1958 4.1 21.4 35.6 6.9 21.9 34.3 5.3 20.1 32.0 1.3 16.1 29.7

1959 4.2 20.5 34.5 5.4 20.8 33.6 2.4 19.1 32.2 2.3 18.6 31.3

1960 2.0 21.1 35.6 4.5 22.2 33.4 2.0 19.5 31.3 0.5 16.5 31.5

Total 1950 2.6 21.5 35.8 6.6 21.5 33.6 3.7 19.1 31.1 1.0 16.5 31.3

1980 1988 7.9 23.3 33.2 10.1 23.5 34.2 3.8 21.3 31.2 0.8 19.2 30.5

1989 2.5 22.7 36.0 8.3 23.0 35.3 6.4 21.2 31.2 1.0 18.8 30.6

1990 2.9 22.6 36.5 9.7 22.7 34.5 2.1 20.6 31.5 1.5 18.8 30.5

Total 1980 2.9 22.7 36.2 9.4 23.1 34.7 4.1 21.0 31.3 1.2 18.8 30.6

1990 1991 1.2 21.7 38.4 8.1 21.4 36.1 4.3 19.3 31.2 1.5 19.8 31.1

1992 3.5 21.3 37.6 8.6 21.8 34.5 9.1 20.6 32.1 1.1 18.8 32.3

1993 1.6 21.0 36.6 0.3 17.4 31.4

1994 2.8 21.8 37.1 7.5 21.4 35.8 14.8 21.4 32.5 1.6 19.1 32.2

1995 3.3 21.2 38.9 6.9 21.8 34.8 13.7 18.0 32.3 0.9 17.6 31.3

1996 5.6 22.2 35.7 5.7 21.8 34.7 3.3 20.5 32.2 0.8 19.1 33.2

1997 1.9 21.8 38.7 9.5 22.4 32.7 4.9 21.0 30.9 1.1 18.0 32.4

1998 0.4 23.1 37.3 8.7 23.7 35.0 4.9 20.6 31.0 0.5 19.0 31.4

1999 3.9 23.0 36.9 9.3 23.4 33.7 4.3 20.4 29.1 0.7 18.6 31.1

2000 3.4 23.3 38.1 10.9 21.9 34.1 3.9 20.1 30.5 0.5 18.5 30.7

Total 1990 2.8 22.1 37.5 8.3 22.2 34.6 6.2 20.1 31.2 0.9 18.6 31.7

2000 2001 5.1 22.5 36.9 6.3 21.4 35.3 4.3 19.5 31.1 1.2 18.8 30.6

2002 2.0 21.1 37.2 6.3 20.5 35.7 9.2 18.6 30.5 3.2 17.9 30.0

2003 4.3 21.0 37.3 9.0 20.1 35.2 5.0 17.7 29.9 0.6 16.6 30.9

2004 4.2 18.7 35.9 7.8 19.0 35.5 3.5 16.7 30.0 1.3 16.5 30.2

2005 3.0 19.7 37.1 8.2 18.4 35.1 4.8 16.6 29.7 0.5 15.9 30.3

2006 5.5 20.0 36.6 8.3 19.3 34.8 9.5 17.3 30.4 0.5 16.3 30.7

2007 0.6 19.7 36.7 8.2 20.3 35.6 3.2 17.5 30.2 1.2 17.1 30.0

CLIMATOLOGA ESTADSTICA 10 DE 11 24/08/2012

PRECIPITACIN, TEMPERATURAS MNIMA Y MXIMA

PROMEDIOS ANUALES POR ESTACIN

Estacin # 4010

Estacin Promedios

Primavera Verano Otoo Invierno

Dcada Ao Precip. Tmin. Tmax. Precip. Tmin. Tmax. Precip. Tmin. Tmax. Precip. Tmin. Tmax.

2000 2008 3.6 20.4 36.6 5.8 20.2 35.8 6.1 17.0 29.5 1.7 17.6 31.4

2009 1.8 21.0 37.3 8.6 20.9 36.3 5.8 18.7 31.5 0.5 16.2 30.0

2010 2.4 20.8 36.8 10.0 20.7 34.9 2.6 17.6 29.4 0.4 16.2 28.8

Total 2000 3.3 20.5 36.8 7.9 20.1 35.4 5.4 17.7 30.2 1.1 16.9 30.3

Total general 2.9 21.3 36.7 7.5 21.3 34.5 4.6 18.9 31.0 1.0 17.2 31.1

CLIMATOLOGA ESTADSTICA 11 DE 11 24/08/2012

conagua

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