RIEGO Y ABONADO DEL MANG0 - mangoz.org.mx · daños por sales . Momentos críticos para el riego ....

46
RIEGO Y ABONADO DEL MANG0 VÍCTOR GALÁN SAÚCO Especialista en Fruticultura Tropical Mayo de 2017

Transcript of RIEGO Y ABONADO DEL MANG0 - mangoz.org.mx · daños por sales . Momentos críticos para el riego ....

  • RIEGO Y ABONADO DEL MANG0

    VCTOR GALN SACO

    Especialista en Fruticultura Tropical

    Mayo de 2017

  • Consideraciones generales I Gran tolerancia a estrs hdrico (rpido cierre de estomas) Clima, planta (edad, cultivar y patrn y estado fenolgico), suelo

    (textura y profundidad) y rendimiento son factores importantespara disear un protocolo de riego:

    Suelos ligeros deben regarse ns frecuentemente y con menoresdosis (menor capacidad de almacenamiento)

    Suelos con mulching o cultivos en cobertera retienen mejor lahumedad

    Mayor evapotranspiracin con altas temperaturas (calentamientoglobal), baja humedad del aire e incidencia de vientos

    Mayor evapotranspiracin con mayor densidad de follaje (efectodel cultivar y de la poda)

  • Consideraciones generales II

    Riego apropiado Proteccin sequaProteccin frente a temperaturaAumento de rendimientoMejores cosechas futurasMejora de la calidad del frutoReduccin daos por salesMenores daos fitosanitarios

  • Pases tropicales con escaso rendimientoRiego por inundacin o ausencia de riego Pases subtropicales y tropicales con mayor rendimiento (p ej. Brasil) Riego

    localizado (microaspersin o goteo con fertiirrigacin)

    6,63

    9,568,23

    10,29

    11,21

    16,04

    7,626,51

    10,21

    3,97

    28,2

    22,2

    4,23

    9,09

    6,54

    7,669,689,5610,5

    8,277,2

    9,56

    16,53

    0

    5

    10

    15

    20

    25

    30

    India

    China

    Tailandia

    Indonesia

    Mxico

    Pakistn

    Brasil

    Banglads

    Nigeria

    Egipto

    Filipinas

    Israel

    20122013

    Rendimiento (t/ha) en los principales pases productores (2012-2013)

  • Necesidades hdricas y momentos crticos7.000 10.000 m/Ha y ao,

    Regar si la precipitacin es

  • Momentos crticos para el riego

    Fase juvenil Riego todo el ao rpido crecimientoFase adulta:Momentos fenolgicos crticos: Floracin- CuajadoFase de crecimiento del fruto (4-6 semana tras cuajado en los trpicos) Crecimiento vegetativo tras poda de poscosecha

  • InduccinEstimulo ambiental induce la floracin

    MANGO El estmulo para IF son temperaturas bajas entre 20/15-18 C (da/noche) en los subtrpicos. Bajo estas condiciones no es necesario un estrs hdrico. A temeperaturasms bajas puede aumentar el % de flores masculinas por inflorescencia y si hay garndesfluctuaciones de temperatura puede aumentar el n de ramas mixtas

  • Induccin floral vs. estrs hdrico

    Las temperaturas nocturnas en los trpicos son muy altas

    para favorecer la IF estrs hdrico necesario? edad de

    los brotes? ambos?

    Estrs hdrico evita la iniciacin de brotes y mantiene

    reposo del rbol hasta que la maduracin de las hojas hace

    disminuir el promotor vegetativo (VP)

  • Eleccin sistema y equipo de riego

    - Capacidad y eficiencia del sistema de obtencin del agua

    - Consideraciones econmicas - Condiciones climticas - Tipo de suelo- Combinacin patrn-injerto - Densidad y marco de plantacin - Sistema de poda- Existencia de cortavientos

  • Eleccin sistema y equipo de riego

    - En principio cualquier sistema de riego,inundacin, aspersin o goteo, puede serutilizado para el riego del mango, aunque lamayora de las plantaciones modernas conelevados rendimientos se realizan bien conmicroaspersin o goteo.

    - Pero, dado que un rbol adulto con un dimetrode copa de 6m puede tener una demandaevaporativa mxima de 1.500-2.000 l deagua/semana cualquier sistema que se instaledebe tener la capacidad de aportar estacantidad cuando se requiera

  • RIEGOEn climas muy clidos y secos el riego por goteo y el mulching del suelo mejoran la eficiencia del riego y fertilizacin reduciendo la escorrenta y las prdidas por evapotranspiracin, as como disminuyendo las prdidas de suelo por arrastre y erosin

  • Cundo y como regar: Necesidades

    Material de riego: mangueras, goteros,microaspersores, vlvulas, etc)

    Programa de riego Sensores para determinar la cantidad de agua y

    frecuencia necesaria (tensimetros,dendrmetros para medir dimetro de tronco ytallos, medidores de temperatura y o potencialde agua en hoja, medidores de flujo de savia enel xilema, etc)

  • Determinacin Necesidades de riego: Mtodos

    1. Emprico: Basado en recomendaciones generales

    2. Uso de parmetros de planta y/o sensores de suelo

    3. Determinacin de un coeficiente de cultivo establecido

    basado en medidas locales de evapotranspiracin (ETP) o

    evaporacin pan de un tanque evaporimtrico de clase A

  • Ejemplo: RECOMENDACIONES DE RIEGO PARAMANGOS EN ISRAEL (Marco 4x4m)(P=~ 25-30 mm/ao) Y CANARIAS (Marco 4x3 m)

    Edad del rbol (Aos) Cantidad de agua (l/rbol y da)(marco 4 x 4 m)

    1 2-5

    2 10-15

    3 20-25

    4 30-35

    > 4 30-40% evaporacin tanque clase A

    Marco 4 x 3 abr-oct nov-mar

    Riego: verano invierno

    l/planta/dia 29 18

  • Ejemplos de recomendaciones generales orientativas

    Aspersin baja (Australia) 1 aspersor/rbol. 60-120 l/h. Dosis media 1.000-1.200 (Extremas 500-2.000)

    Goteo (Israel) 1-2 goteros/rbol de 3,5 l/h en 1erao y luego 2 ms ( separados 75 cm). 1 lnea de goteros ( 2 en suelos arenosos). Aguas con 250-300 mg Cl-/l

  • 15 cm

    30 cm

  • RECOMENDACIONES GENERALES Riego . Tensimetros

    Sudfrica; 3 profundidades (30. 60 y 90 cm). Riego a lecturas entre 30 y 60 kPa segn suelos

    Australia: 2 profundidades (15-20 cm ( tubo de 30 cm) y 80 cm (tubo de 90 cm) Regar cuando lectura 20 cm = 20 kPa (suelos arenosos o 30-40 (suelos arcillosos

    parar cuando 80 cm = 10 KPa

  • Recomendacin basada en el coeficiente de cultivo (ETo)

    Nt = ETo x Kc - Pef (Necesidades tericas Nt) ETo calculada por Hargreaves Pef = Precipitacin efectiva (75% de la real) Nr = Nt/Fr con Nr = Necesidades reales de riego) Fr = Factor de riego 0,66 en Sudfrica)

    Mtodo de Hargreaves para el clculo de la ETo.

    ETo = 0,0023 x Ra x 0,408 x (Tmedia+17,8) x (Tmax Tmin)0,5

    Ra = Radiacin solar extraterrestre

  • Si el PAS 65% tomaremosel 100% y el rbol deberser regado como si fueseadulto y hubiese alcanzadola copa mxima esperada.

    La curva descrita sigue una ecuacin que se ajusta a:

    NECESIDADES DE RIEGO EN RBOLES EN CRECIMIENTO.

  • Calendario fenolgico. Los Mochis. Mxico

  • Temperaturas y precipitacin medias Los Mochis. MxicoRegistros Promedio de 2000 a 2013

    Mes LLUVIA (mm) T max media (C) T min media (C) T media (C) T max Extrema (C) T min extrema (C)

    E 13,6 26,7 11,6 19.1 36,0 6,0

    F 9,4 28,1 11,9 20,0 37,5 7,0*

    M 1,9 31,0 13,4 22,2 40,,0 8,0

    A 0,2 33,1 15,8 24,5 40,0 10,0

    M 0,5 36,4 19,0 27,7 41,5 12,,5

    J 4,6 38,1 23,5 30,8 44,0 16,0

    J 42,7 38,9 25,4 32,1 45,0 20,0

    A 84,6 38,8 25,5 32,2 44,0 21,0

    S 126,7 37,3 25,2 31,2 48,0 21,0

    O 28,8 35,8 22,0 28,9 43,0 14,0

    N 4,9 31,5 16,3 23,9 40,0 7,5

    D 7,6 26,7 12,2 19,5 36,0 4,0

  • Clculo de las necesidades de riego para mangos en Los Mochis, Mxico.

    Fecha 15-nov.-16

    Temperatura mxima 31,5

    Temperatura mnima 16,3

    Latitud 25,7667Precipitacin 4,9

    Diastancia plantas 6 Kc de UA de Sinaloa Kc fijo de 0,65litros/planta m3/ha.

    litros/planta m3/ha.

    Enero 5147 1071 3761 782

    Febrero 6132 1275 4600 957

    Marzo 9565 1990 7394 1538

    Abril 11108 2311 8503 1769

    Mayo 13154 2736 10080 2097

    Junio 12450 2590 9713 2020

    Julio 10483 2181 7469 1554

    Distancia calles 8 Agosto 7491 1558 4643 966

    Dimetro de copa 6 Septiembre 2955 615 634 132

    Octubre 7256 1509 5179 1077

    Noviembre 6421 1336 4847 1008

    Riego planta y mes 4847,30 litros/planta Diciembre 5084 1057 3790 788

    Riego ha/mes 1008,24m3/ha. Ao 97247 20227 70612 14687

  • Clculo de las necesidades de riego. Los mochis Mxico

    Kc de UA Sinaloa Kc fijo de 0,65litros/planta m3/ha. litros/planta m3/ha.

    Enero 5147 1071 3761 782

    Febrero 6132 1275 4600 957

    Marzo 9565 1990 7394 1538

    Abril 11108 2311 8503 1769

    Mayo 13154 2736 10080 2097

    Junio 12450 2590 9713 2020

    Julio 10483 2181 7469 1554

    Agosto 7491 1558 4643 966

    Septiembre 2955 615 634 132

    Octubre 7256 1509 5179 1077

    Noviembre 6421 1336 4847 1008

    Diciembre 5084 1057 3790 788

    Ao 97247 20227 70612 14687

  • Evolucin de las temperaturas y precipitacin en Los Mochis. Mxico antes y despus del ao 2000

    0,0

    5,0

    10,0

    15,0

    20,0

    25,0

    30,0

    35,0

    40,0

    45,0

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

    meses del ao

    C

    0,00

    20,00

    40,00

    60,00

    80,00

    100,00

    120,00

    140,00

    mmPrecipitacin 1961-99Precipitacin 2000-13T med mx 1961-99T med min 1961-99T med mx 2000-13T med min 2000-13

    Grfico2

    25.895500848911.727079796326.709677419411.585253456213.910526315813.5928571429

    27.535161677412.14411393228.103200667211.87986746426.95128205139.4142857143

    29.410441426113.310360360430.953917050713.4182027653.33947368421.9428571429

    32.308547008515.467948717933.133078231315.77738095240.52051282050.1642857143

    34.726294567118.1672538236.372119815718.98041474650.80263157890.5142857143

    36.751282051323.031623931638.130402930423.52661361636.68461538464.6153846154

    37.147642679925.357402812238.863523573225.437965260549.138461538542.7

    37.027295285425.115798180338.751323407825.473945409489.902564102684.6076923077

    36.474358974424.647435897437.323474801125.232051282180.6641025641126.6846153846

    35.063799283221.515715467335.849875930522.002481389633.95897435928.8461538462

    30.480341880316.057350427431.484615384616.266666666722.04615384624.8615384615

    26.327543424312.656741108426.72944582312.244665012422.40512820517.6

    T med mx 1961-99

    T med min 1961-99

    T med mx 2000-13

    T med min 2000-13

    Precipitacin 1961-99

    Precipitacin 2000-13

    meses del ao

    C

    mm

    Lo que pidi

    LluviaEnerofebreroMarzoAbrilMayoJunioJulioAgostoSeptiembreOctubreNoviembreDiciembreTmed maxEnerofebreroMarzoAbrilMayoJunioJulioAgostoSeptiembreOctubreNoviembreDiciembreTmax medEnerofebreroMarzoAbrilMayoJunioJulioAgostoSeptiembreOctubreNoviembreDiciembreT med minEnerofebreroMarzoAbrilMayoJunioJulioAgostoSeptiembreOctubreNoviembreDiciembreT min medEnerofebreroMarzoAbrilMayoJunioJulioAgostoSeptiembreOctubreNoviembreDiciembre

    19617.60.00.02.50.00.973.4129.819.185.319.01.5339.1196126.129.930.833.536.638.737.938.337.435.928.827.9196131.535.535.037.541.043.040.541.540.540.534.532.0196111.69.310.614.216.723.124.223.622.220.712.911.019617.56.57.59.512.013.021.021.013.017.57.07.0

    196230.90.00.00.00.086.57.077.6180.562.31.514.4460.7196228.027.524.733.836.638.339.139.636.735.432.728.2196232.534.035.539.540.540.042.041.540.040.037.032.019628.912.215.015.216.020.624.926.024.421.816.914.119623.57.57.510.511.514.521.022.520.019.010.011.0

    19630.00.00.00.00.00.026.898.515.036.00.026.0202.3196326.429.131.533.937.937.537.138.239.136.632.527.9196331.037.039.040.043.040.042.041.044.042.037.033.0196311.212.312.115.318.922.925.424.725.422.216.513.719635.09.010.012.014.017.022.021.021.019.011.010.0

    19640.00.01.50.00.02.020.571.759.011.00.011.7177.4196425.126.929.133.334.535.136.536.335.834.829.625.9196429.032.036.037.037.539.041.039.038.539.034.529.019649.69.711.214.215.821.224.624.223.521.214.211.719647.06.06.011.011.016.523.022.521.517.59.09.0

    19650.05.03.50.00.00.086.491.775.012.00.854.4328.8196525.926.728.431.934.636.136.936.135.035.232.226.0196533.532.033.040.039.038.540.539.038.538.035.033.0196511.69.310.614.415.820.524.624.423.319.316.513.519657.54.56.011.012.016.020.522.019.016.014.07.5

    19662.58.60.00.00.02.064.939.8106.60.00.310.5235.2196625.025.630.131.835.336.335.835.135.434.031.126.2196631.032.034.035.038.038.539.538.039.037.534.031.0196610.99.512.315.517.223.525.225.124.419.415.411.619667.07.08.514.015.020.023.023.022.515.09.55.0

    19670.02.80.01.00.511.79.6215.6133.114.90.556.4446.1196725.627.830.231.534.435.336.734.735.133.531.623.9196731.033.034.036.538.039.040.538.039.036.537.529.019679.210.213.314.717.522.925.224.524.321.517.011.919675.58.09.510.012.019.023.022.021.018.511.56.0

    196822.843.560.63.50.00.012.3111.229.73.013.14.2303.9196824.727.127.930.833.833.535.535.535.834.629.125.9196830.531.534.037.037.037.538.540.539.037.034.529.5196812.414.113.815.418.022.025.223.924.120.615.011.419688.011.510.012.515.518.522.519.522.017.59.57.5

    19690.011.70.00.00.00.158.681.52.713.17.013.0187.7196927.124.927.932.433.833.836.437.036.733.130.026.0196930.530.035.536.539.536.541.041.539.039.034.031.0196912.412.312.015.318.121.025.526.025.020.016.811.519699.58.09.013.014.017.524.022.523.015.511.56.0

    19700.00.04.00.00.00.079.673.6154.50.00.02.2313.9197025.427.728.230.234.535.736.036.534.133.630.725.7197030.533.033.035.039.038.039.040.538.036.034.530.0197011.012.612.814.717.322.125.125.324.019.214.312.519707.57.59.511.011.518.022.523.018.514.511.09.5

    19710.011.40.00.00.00.023.5264.891.9137.911.57.5548.5197125.026.930.731.034.035.736.433.934.632.328.524.3197130.033.036.036.036.539.539.039.037.037.534.030.019719.29.712.313.817.122.125.424.323.620.414.811.419712.56.09.011.513.517.023.521.020.017.010.05.5

    197232.20.00.00.012.10.056.7133.74.7112.941.013.4406.7197224.527.931.233.334.435.037.035.735.733.227.525.8197229.033.034.038.037.539.041.039.038.039.032.030.5197211.611.214.315.018.624.725.724.924.622.615.314.319728.09.010.011.512.022.020.023.022.517.511.010.0

    197316.127.60.00.00.00.074.823.940.40.70.00.0183.5197324.126.126.729.933.234.635.736.135.835.330.527.1197331.532.032.034.537.540.540.042.039.538.037.031.5197311.313.712.013.518.621.825.325.424.920.414.310.419736.010.09.09.514.018.023.523.523.016.59.06.5

    19749.00.00.00.00.00.073.737.953.72.2152.014.0342.5197424.926.928.333.333.536.234.636.335.034.328.323.6197429.532.534.037.037.039.039.038.538.038.033.028.0197411.69.412.714.517.823.824.925.124.521.515.910.619746.56.59.510.512.518.523.023.023.015.010.58.0

    197517.90.90.00.00.02.544.364.149.211.20.03.8193.9197525.326.028.729.133.435.335.036.235.834.330.125.3197529.531.033.035.537.039.038.540.040.538.034.530.0197510.410.811.813.015.922.425.424.824.819.915.211.219757.07.09.010.012.018.023.023.022.016.012.06.0

    19760.02.50.00.00.016.826.019.4132.650.98.30.0256.5197625.928.128.830.033.836.936.237.434.732.229.326.3197634.032.533.533.036.541.539.040.038.036.536.029.5197610.813.012.515.318.223.424.825.524.020.016.113.319767.09.08.512.014.017.023.022.522.514.09.010.0

    197713.80.01.60.00.00.044.385.125.410.60.00.0180.8197725.028.827.631.633.536.837.235.937.235.531.729.7197730.033.033.535.538.538.539.542.041.038.535.533.0197713.512.012.214.817.023.225.125.425.723.017.714.119779.59.07.59.014.520.023.023.024.018.015.010.5

    19780.019.14.60.00.01.0145.627.187.735.90.013.2334.2197826.926.630.532.334.637.737.237.735.035.329.925.1197831.033.536.535.538.540.040.540.042.540.035.032.0197813.011.915.015.517.824.125.524.824.322.516.311.919788.58.511.513.014.019.023.022.522.518.011.07.0

    197940.817.70.00.014.50.014.518.350.90.00.02.5159.2197922.925.728.331.532.537.437.638.037.335.930.027.3197927.530.034.035.036.041.540.041.042.539.035.032.5197911.611.513.014.617.622.925.425.425.121.013.612.119799.58.09.011.015.019.022.023.022.012.08.08.0

    19800.01.93.00.00.00.010.089.867.070.00.014.0255.7198027.128.529.332.234.137.738.536.336.834.230.928.2198029.533.035.038.539.040.042.040.040.538.536.531.5198012.014.414.615.217.324.626.424.925.321.615.312.819808.010.511.012.014.520.022.520.023.517.510.09.0

    198193.30.511.50.20.00.045.029.292.5149.50.00.0421.7198125.528.828.332.533.734.436.438.036.334.532.228.4198129.534.034.538.038.540.040.043.042.038.035.534.0198113.913.813.216.818.822.925.025.824.621.716.712.9198110.09.011.012.515.020.023.023.021.018.013.08.0

    19820.80.00.00.00.00.08.755.0190.00.095.2110.7460.4198225.427.529.733.734.037.337.337.436.734.729.425.5198230.533.033.537.038.540.041.040.041.537.035.030.0198211.511.613.816.418.022.125.525.424.920.216.613.019828.08.011.012.015.019.023.023.522.016.513.06.0

    198334.212.829.53.60.00.025.1156.1108.839.518.518.0446.1198326.427.728.630.235.338.238.436.236.035.130.028.4198330.032.034.034.539.041.040.540.040.038.034.531.5198313.713.314.515.418.422.925.624.725.122.516.413.219839.011.511.012.015.520.022.522.521.519.510.010.0

    198439.80.00.00.00.0115.6149.8180.157.838.42.0100.2683.7198426.928.431.432.036.036.835.935.636.532.529.725.4198429.031.535.536.040.039.039.040.040.537.034.530.0198413.412.613.615.920.724.024.524.624.520.015.114.0198410.09.011.013.514.520.523.021.022.016.010.09.0

    198546.90.22.02.50.01.548.441.730.5235.71.60.0411.0198524.026.528.232.335.136.736.737.036.834.830.227.9198528.031.533.536.038.539.039.040.540.042.036.033.0198511.711.413.516.919.123.425.225.324.321.016.311.919859.06.511.012.015.019.023.523.521.017.011.08.5

    19860.519.50.00.00.00.015.0119.626.912.00.013.8207.3198629.628.732.333.735.336.138.437.837.434.731.626.3198633.534.537.538.038.041.043.541.540.538.034.531.5198613.112.815.017.619.323.725.525.224.721.517.513.3198610.010.011.513.516.520.020.023.021.518.511.09.0

    19870.03.50.00.00.00.06.3128.220.50.216.21.2176.1198726.327.129.333.134.337.939.238.938.537.631.226.0198734.034.536.537.038.040.542.040.541.041.037.031.5198710.512.112.716.218.723.026.426.025.123.816.313.119875.59.010.011.016.519.024.523.023.522.011.08.0

    19880.00.00.21.80.00.052.514.90.76.50.033.8110.4198826.429.131.031.734.437.737.439.038.236.531.325.9198831.533.536.037.037.541.042.547.541.040.037.530.0198811.613.613.416.218.222.926.126.526.023.015.812.019887.08.010.511.014.518.024.523.522.518.510.05.0

    198927.720.30.00.00.00.044.682.369.90.012.244.6301.6198923.527.730.834.935.337.038.035.937.635.630.626.5198935.534.038.539.038.039.042.538.541.038.535.033.0198910.812.714.517.919.822.725.824.925.022.318.012.819894.510.011.015.016.019.023.023.020.019.013.58.5

    1990s.d.8.0s.d.0.0s.d.0.3189.542.142.045.749.767.0444.31990s.d.26.1s.d.33.6s.d.38.235.537.236.335.730.525.91990s.d.36.5s.d.37.5s.d.40.537.540.539.538.536.032.01990s.d.11.9s.d.18.0s.d.26.024.925.324.823.017.814.71990s.d.8.0s.d.15.0s.d.21.023.023.022.520.514.510.0

    19911.77.30.00.00.01.042.4117.7131.50.1109.783.7495.1199125.328.727.832.833.937.136.738.135.735.929.725.8199129.533.033.036.036.540.040.541.039.041.535.532.5199113.014.614.016.118.722.725.326.024.423.716.614.519919.012.011.013.515.519.023.522.522.519.012.09.5

    199235.218.54.50.00.00.035.789.4102.621.01.024.5332.4199224.826.929.033.635.538.137.136.938.336.630.025.5199230.033.035.040.040.040.540.039.041.540.534.031.5199214.914.115.418.021.124.426.025.525.822.915.714.5199211.012.012.515.019.021.024.023.524.021.011.07.5

    199335.319.80.00.00.04.729.480.7161.123.0111.04.0469.0199326.626.630.334.034.938.137.237.135.535.929.027.5199330.031.533.538.040.540.042.042.040.539.033.031.0199314.613.214.316.219.423.725.425.424.422.317.515.3199310.09.010.513.517.019.023.022.023.017.013.010.0

    19940.00.00.00.00.28.172.457.455.929.766.976.4367.0199428.027.730.334.036.137.839.037.938.235.930.325.4199433.032.534.039.040.040.541.540.541.039.535.530.0199413.112.114.816.719.224.326.025.425.722.217.614.819949.59.012.013.015.022.023.022.524.019.012.59.5

    19950.22.30.00.00.00.07.719.1209.40.01.20.0239.9199526.630.030.633.034.738.039.838.737.737.332.727.9199530.034.034.537.038.041.042.043.040.543.038.532.5199512.416.215.215.019.022.926.326.425.622.218.213.219959.012.012.512.014.519.023.522.523.018.515.010.0

    19960.00.00.00.00.01.0112.9346.683.414.840.60.0599.3199627.929.730.534.036.938.638.536.636.436.732.027.1199631.034.035.038.038.540.043.041.540.041.037.031.0199610.914.214.216.420.124.625.524.424.622.115.511.719967.011.511.013.016.523.023.022.023.015.012.08.0

    199719.40.00.45.23.20.013.768.5171.236.479.033.2430.2199726.228.032.332.536.837.439.139.237.536.131.224.7199730.535.037.037.539.539.543.042.541.039.036.030.0199711.210.8s.d.15.319.523.925.625.425.121.516.812.119976.08.0s.d.11.015.521.024.024.021.018.013.07.5

    19980.05.70.00.00.00.09.165.5174.52.00.00.0256.8199827.225.628.230.534.137.437.737.836.335.830.925.2199830.531.536.035.039.041.042.042.042.539.033.530.5199812.412.413.714.017.623.825.524.924.622.716.210.919989.510.511.011.513.020.023.023.022.018.014.06.0

    19990.00.00.00.00.05.055.757.038.00.00.00.0155.7199926.628.630.131.034.637.337.138.337.736.231.625.2199930.538.538.037.038.040.041.040.043.039.036.030.019999.511.412.114.417.522.224.824.524.922.115.910.519997.09.010.09.013.018.024.022.022.018.011.07.0

    1961_9913.97.03.30.50.86.749.189.980.734.022.022.4330.325.927.529.432.334.736.837.137.036.535.130.526.330.833.134.936.938.539.840.740.740.238.935.331.111.712.113.315.518.223.025.425.124.621.516.112.77.78.79.911.914.318.922.822.521.817.411.38.1

    20000.00.04.00.00.09.424.235.337.037.07.11.5200026.529.229.034.236.237.539.038.037.332.827.227.3200032.033.033.037.038.041.042.042.040.038.032.031.0200010.312.212.915.218.524.124.724.324.521.713.211.620006.010.011.012.016.021.021.021.022.015.010.09.0

    20012.38.715.00.02.50.067.1172.0153.70.70.00.0200124.126.827.931.536.338.438.638.937.835.932.925.9200131.033.034.037.039.541.041.543.043.039.537.531.0200110.310.511.914.419.423.624.625.225.221.517.711.120016.07.59.010.016.020.020.022.022.018.57.55.0

    20025.510.10.00.00.00.049.557.049.97.70.113.3200227.228.430.433.737.838.439.439.938.035.832.326.6200231.035.036.038.539.544.042.544.041.038.536.030.5200210.712.412.916.919.522.825.225.826.021.917.012.920027.58.010.014.015.520.020.023.023.517.014.08.5

    20032.531.30.20.70.00.028.467.2127.234.80.10.0200329.229.030.733.337.439.140.440.538.837.932.327.3200335.036.038.037.540.041.544.044.044.042.036.031.5200314.415.214.116.619.422.825.825.325.023.117.012.1200311.012.012.513.515.516.023.522.522.518.514.06.5

    2004149.68.47.71.60.00.039.337.2278.983.72.95.2200425.226.332.732.738.740.439.740.337.435.229.427.2200432.034.040.037.040.042.542.542.542.040.535.032.0200412.210.214.216.219.523.425.125.524.321.315.112.820048.08.08.013.517.020.523.023.522.018.011.07.5

    200518.948.20.00.00.00.050.294.962.115.93.70.0200528.027.330.834.236.639.041.040.440.636.834.128.2200532.032.534.037.039.542.543.044.048.040.040.032.0200513.613.012.615.718.421.626.125.626.121.716.312.0200510.08.59.513.014.518.524.022.021.517.010.59.5

    20060.00.00.00.00.00.00.00.00.00.00.00.0200627.430.130.934.036.940.139.538.437.736.833.727.0200632.034.535.037.040.043.042.542.541.042.036.531.0200611.713.213.616.219.425.125.825.324.822.918.313.320068.011.010.014.015.021.022.523.023.019.516.010.0

    20079.00.00.00.00.00.012.498.7183.20.012.539.4200724.228.131.933.536.538.338.539.037.437.731.824.0200730.033.038.037.041.041.542.542.544.041.537.530.0200710.912.714.215.618.623.925.525.524.421.217.311.620076.09.512.012.516.521.022.523.021.018.012.54.0

    20081.00.00.00.00.01.564.0174.3320.334.30.00.0200828.330.131.534.937.438.739.738.331.639.529.529.5200836.037.537.040.041.542.545.042.035.543.036.036.0200811.510.213.114.717.323.925.524.924.322.512.612.620087.07.09.510.512.519.023.021.021.019.08.08.0

    20091.00.00.00.04.743.888.7105.449.3126.21.46.1200928.530.433.732.936.036.938.838.438.232.532.926.2200936.037.539.036.038.540.041.541.541.537.037.534.0200911.49.912.715.820.823.525.826.025.821.517.912.420097.07.010.012.018.021.523.023.023.014.015.56.0

    20100.523.70.30.00.00.071.329.2212.07.00.00.6201027.327.130.432.334.535.536.737.836.233.930.727.0201031.031.537.035.038.040.039.542.039.538.537.530.5201010.711.813.615.918.023.625.826.525.621.715.011.820108.010.010.513.014.521.023.023.022.017.512.010.0

    20110.00.00.00.00.00.018.8104.839.00.035.40.0201125.726.932.332.334.036.337.137.138.236.330.524.5201129.032.539.536.038.038.040.040.541.040.538.036.0201110.510.413.916.118.323.825.826.026.722.916.111.120118.5-1.511.013.016.020.024.022.024.018.512.08.5

    20120.01.40.00.00.05.341.2123.9134.327.70.032.7201227.727.629.532.636.137.236.836.836.334.932.126.7201231.036.034.038.039.040.039.542.040.538.035.032.0201212.012.413.415.619.623.825.025.525.522.018.213.9201210.09.011.012.017.518.521.023.022.019.014.011.0

    20130.00.00.00.00.0201324.826.131.731.934.9201331.531.035.036.037.0201311.912.314.716.119.220137.09.011.513.017.5

    2000_1313.69.41.90.20.54.642.784.6126.728.84.97.6325.526.728.131.033.136.438.138.938.837.335.831.526.732.134.136.437.139.341.342.042.541.639.936.532.111.611.913.415.819.023.525.425.525.222.016.312.27.98.210.412.615.919.822.322.522.317.712.18.0

    000000010000

    Los Mochis 1961-990000001010002.54.56.09.011.013.020.019.513.012.07.05.0

    MesPrecipitacin 1961-99T med mx 1961-99T mx medT mediaT med min 1961-99T mn med6.0-1.58.010.012.516.020.021.021.014.07.54.0

    mm.CCCCC35.538.539.040.043.043.043.547.544.043.038.534.0

    Enero13.9125.930.818.811.77.736.037.540.040.041.544.045.044.048.043.040.036.0

    febrero6.9527.533.119.812.18.7

    Marzo3.3429.434.921.413.39.9

    Abril0.5232.336.923.915.511.9

    Mayo0.8034.738.526.418.214.3

    Junio6.6836.839.829.923.018.9

    Julio49.1437.140.731.325.422.8

    Agosto89.9037.040.731.125.122.5

    Septiembre80.6636.540.230.624.621.8

    Octubre33.9635.138.928.321.517.4

    Noviembre22.0530.535.323.316.111.3

    Diciembre22.4126.331.119.512.78.1

    Ao330.3232.436.725.318.314.6

    Los Mochis 2000-13

    MesPrecipitacin 2000-13T med mx 2000-13T mx medT mediaT med min 2000-13T mn med

    mm.CCCCC

    Enero13.5926.732.119.111.67.9

    febrero9.4128.134.120.011.98.2

    Marzo1.9431.036.422.213.410.4

    Abril0.1633.137.124.515.812.6

    Mayo0.5136.439.327.719.015.9

    Junio4.6238.141.330.823.519.8

    Julio42.7038.942.032.225.422.3

    Agosto84.6138.842.532.125.522.5

    Septiembre126.6837.341.631.325.222.3

    Octubre28.8535.839.928.922.017.7

    Noviembre4.8631.536.523.916.312.1

    Diciembre7.6026.732.119.512.28.0

    Ao325.5433.537.926.018.515.0

    Lo que pidi

    T med mx 1961-99

    T med min 1961-99

    T med mx 2000-13

    T med min 2000-13

    Precipitacin 1961-99

    Precipitacin 2000-13

    meses del ao

    C

    mm

    Das

    Nmero de das mensual y anual con temperatura mxima mayor o igual a =40.0

    MesJunioJulioAgostoSeptiembre

    19610000

    19620000

    19630000

    19640000

    19650000

    19660000

    19670000

    19680000

    19690000

    19700000

    19710000

    19720000

    19730000

    19740000

    19750000

    19760000

    19770000

    19780000

    19797356

    19801621

    19811152

    19821213

    19834411

    19840011

    19850041

    19862762

    198771173

    198853174

    19890104

    19905030

    19911230

    19925208

    19932571

    19944828

    1995417134

    19963612

    1997010117

    19983541

    19990000

    Total55939359

    Promedio1.412.382.381.51

    20000000

    20010000

    20020000

    20030000

    20040000

    20050001

    2006172074

    2007811114

    2008121680

    2009113109

    20101090

    20110436

    20121061

    Total40645425

    Promedio3.084.924.151.92

    Hoja4

    FechaLluviaEvapotranspiracinTemperatura MximaTemperatura MnimaLluviaT max medTmaxTmin medTminLluviaT max medTmaxTmin medTmin

    1/1/610.0 mm0.8 mm22.58.0C

    1/2/610.0 mm1.8 mm26.58.5C

    1/3/610.0 mm2.0 mm25.57.5C

    1/4/610.0 mm2.5 mm24.510.5C

    1/5/610.0 mm1.5 mm20.512.5C

    1/6/610.0 mm2.4 mm20.014.5C

    1/7/610.0 mm4.9 mm25.514.5C

    1/8/610.0 mm5.7 mm30.515.0C

    1/9/610.0 mm4.1 mm31.511.5C

    1/10/610.0 mm3.2 mm29.510.0C

    1/11/610.0 mm3.5 mm28.58.5C

    1/12/610.0 mm4.1 mm30.510.5C

    1/13/610.0 mm4.2 mm26.58.5C

    1/14/610.0 mm4.1 mm27.09.5C

    1/15/610.0 mm4.7 mm29.09.0C

    1/16/610.0 mm0.6 mm28.58.5C

    1/17/610.0 mm3.0 mm27.512.0C

    1/18/613.5 mm0.1 mm24.515.5C

    1/19/612.3 mm3.8 mm24.518.0C

    1/20/611.3 mm1.5 mm25.518.5C

    1/21/610.0 mm1.3 mm25.511.5C

    1/22/610.0 mm1.0 mm24.511.5C

    1/23/610.0 mmNulo20.515.5C

    1/24/610.5 mm1.6 mm24.513.5C

    1/25/610.0 mm3.5 mm25.511.5C

    1/26/610.0 mm3.5 mm27.511.5C

    1/27/610.0 mm3.9 mm28.59.5C

    1/28/610.0 mm4.2 mm26.510.0C

    1/29/610.0 mm1.7 mm26.510.0C

    1/30/610.0 mm1.6 mm26.511.0C

    1/31/610.0 mm1.5 mm26.012.5C7.6 mm26.1C31.5C11.6C7.5C7.626.131.511.67.5

    2/1/610.0 mm7.1 mm26.511.5C

    2/2/610.0 mm4.1 mm30.510.5C

    2/3/610.0 mm4.3 mm29.59.5C

    2/4/610.0 mm4.2 mm29.59.5C

    2/5/610.0 mm4.2 mm29.09.0C

    2/6/610.0 mm4.3 mm29.010.0C

    2/7/610.0 mm5.0 mm26.56.5C

    2/8/610.0 mm5.1 mm27.57.5C

    2/9/610.0 mm5.3 mm28.56.5C

    2/10/610.0 mm6.6 mm32.59.5C

    2/11/610.0 mm3.7 mm33.59.5C

    2/12/610.0 mm4.0 mm35.510.0C

    2/13/610.0 mm3.7 mm34.59.5C

    2/14/610.0 mm7.1 mm32.510.0C

    2/15/610.0 mm6.4 mm31.59.5C

    2/16/610.0 mm5.5 mm32.59.5C

    2/17/610.0 mm5.1 mm26.59.5C

    2/18/610.0 mm4.1 mm27.07.5C

    2/19/610.0 mm4.7 mm29.58.5C

    2/20/610.0 mm6.2 mm25.57.5C

    2/21/610.0 mm5.0 mm30.511.5C

    2/22/610.0 mm6.1 mm30.58.5C

    2/23/610.0 mm5.4 mm31.510.0C

    2/24/610.0 mm8.2 mm27.511.5C

    2/25/610.0 mm7.7 mm28.511.5C

    2/26/610.0 mm4.3 mm32.511.5C

    2/27/610.0 mm7.7 mm30.56.5C

    2/28/610.0 mm7.0 mm27.58.0C0.0 mm29.9C35.5C9.3C6.5C0.029.935.59.36.5

    3/1/610.0 mm5.8 mm29.58.5C

    3/2/610.0 mm7.0 mm32.59.5C

    3/3/610.0 mm4.5 mm30.59.5C

    3/4/610.0 mm5.8 mm30.510.5C

    3/5/610.0 mm7.0 mm28.511.5C

    3/6/610.0 mm5.4 mm29.59.5C

    3/7/610.0 mm9.0 mm30.510.0C

    3/8/610.0 mm7.7 mm28.511.5C

    3/9/610.0 mm6.7 mm29.012.5C

    3/10/610.0 mm6.9 mm35.012.0C

    3/11/610.0 mm5.6 mm30.512.5C

    3/12/610.0 mm8.5 mm32.59.5C

    3/13/610.0 mm6.1 mm33.59.5C

    3/14/610.0 mm7.1 mm33.510.5C

    3/15/610.0 mm5.5 mm31.09.5C

    3/16/610.0 mm6.6 mm26.513.0C

    3/17/610.0 mm7.9 mm26.511.5C

    3/18/610.0 mm5.5 mm30.57.5C

    3/19/610.0 mm7.1 mm29.510.0C

    3/20/610.0 mm7.8 mm33.58.5C

    3/21/610.0 mm7.5 mm33.510.5C

    3/22/610.0 mm6.8 mm34.59.5C

    3/23/610.0 mm5.6 mm32.59.5C

    3/24/610.0 mm6.2 mm32.013.0C

    3/25/610.0 mm5.8 mm28.512.5C

    3/26/610.0 mm5.6 mm29.012.5C

    3/27/610.0 mm6.9 mm31.513.5C

    3/28/610.0 mm9.7 mm30.510.5C

    3/29/610.0 mm10.6 mm30.010.0C

    3/30/610.0 mm3.6 mm30.511.5C

    3/31/610.0 mm4.4 mm29.510.0C0.0 mm30.8C35.0C10.6C7.5C0.030.835.010.67.5

    4/1/610.0 mm8.1 mm31.012.5C

    4/2/610.0 mm7.0 mm30.511.5C

    4/3/610.3 mm6.6 mm30.515.5C

    4/4/610.0 mm5.4 mm29.015.5C

    4/5/610.0 mm5.1 mm28.013.5C

    4/6/610.0 mm5.2 mm30.512.0C

    4/7/610.0 mm5.2 mm29.013.0C

    4/8/610.0 mm9.2 mm33.512.5C

    4/9/610.0 mm7.1 mm35.513.5C

    4/10/610.0 mm8.5 mm32.511.5C

    4/11/610.0 mm7.9 mm33.012.5C

    4/12/610.0 mm8.4 mm33.513.5C

    4/13/610.0 mm7.4 mm35.011.5C

    4/14/610.0 mm7.7 mm34.516.5C

    4/15/610.0 mm8.7 mm36.515.5C

    4/16/612.2 mm10.0 mm37.516.5C

    4/17/610.0 mm7.9 mm37.520.0C

    4/18/610.0 mm7.2 mm33.59.5C

    4/19/610.0 mm7.8 mm32.511.5C

    4/20/610.0 mm6.5 mm34.512.0C

    4/21/610.0 mm9.2 mm36.516.5C

    4/22/610.0 mm9.9 mm31.519.5C

    4/23/610.0 mm9.8 mm36.521.5C

    4/24/610.0 mm7.6 mm33.516.5C

    4/25/610.0 mm8.4 mm34.514.5C

    4/26/610.0 mm9.6 mm35.513.5C

    4/27/610.0 mm9.3 mm35.013.5C

    4/28/610.0 mm12.5 mm35.013.5C

    4/29/610.0 mm8.7 mm37.513.5C

    4/30/610.0 mm6.6 mm32.513.5C2.5 mm33.5C37.5C14.2C9.5C2.533.537.514.29.5

    5/1/610.0 mm8.9 mm37.514.5C

    5/2/610.0 mm8.9 mm36.514.5C

    5/3/610.0 mm6.7 mm32.519.5C

    5/4/610.0 mm1.9 mm35.517.5C

    5/5/610.0 mm9.6 mm34.518.5C

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    4/6/640.0 mm5.3 mm31.011.0C

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    4/23/640.0 mmNulo35.015.0C

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    4/27/640.0 mmNulo33.011.0C

    4/28/640.0 mmNulo33.012.0C

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    5/6/640.0 mm9.6 mm33.014.0C

    5/7/640.0 mm12.7 mm31.013.5C

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    5/9/640.0 mm14.9 mm32.011.0C

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    5/17/650.0 mm8.0 mm33.512.0C

    5/18/650.0 mm10.4 mm34.016.0C

    5/19/650.0 mm9.2 mm36.015.5C

    5/20/650.0 mm10.4 mm35.017.5C

    5/21/650.0 mm9.5 mm37.019.0C

    5/22/650.0 mm5.5 mm35.018.0C

    5/23/650.0 mm10.4 mm33.016.0C

    5/24/650.0 mm9.9 mm34.012.5C

    5/25/650.0 mm9.9 mm35.016.0C

    5/26/650.0 mm9.4 mm35.016.0C

    5/27/650.0 mm9.8 mm36.016.0C

    5/28/650.0 mm11.1 mm36.016.5C

    5/29/650.0 mm9.7 mm35.016.5C

    5/30/650.0 mm9.3 mm36.516.0C

    5/31/650.0 mm10.0 mm37.017.0C0.0 mm34.6C39.0C15.8C12.0C0.034.639.015.812.0

    6/1/650.0 mm10.2 mm36.518.5C

    6/2/650.0 mm13.0 mm38.017.0C

    6/3/650.0 mm11.9 mm38.519.0C

    6/4/650.0 mm10.8 mm35.518.5C

    6/5/650.0 mm11.8 mm36.016.0C

    6/6/650.0 mm11.6 mm37.017.5C

    6/7/650.0 mm11.1 mm36.517.0C

    6/8/650.0 mm11.0 mm38.018.0C

    6/9/650.0 mm11.5 mm36.517.0C

    6/10/650.0 mm9.3 mm35.022.0C

    6/11/650.0 mm10.2 mm37.019.0C

    6/12/650.0 mm9.4 mm36.018.5C

    6/13/650.0 mm9.4 mm36.519.0C

    6/14/650.0 mm8.0 mm34.018.5C

    6/15/650.0 mm10.2 mm34.519.0C

    6/16/650.0 mm8.9 mm36.019.0C

    6/17/650.0 mm11.5 mm33.018.5C

    6/18/650.0 mm9.8 mm33.018.0C

    6/19/650.0 mm8.1 mm34.018.5C

    6/20/650.0 mm7.2 mm35.019.0C

    6/21/650.0 mm9.7 mm36.022.5C

    6/22/650.0 mm9.2 mm35.024.0C

    6/23/650.0 mm9.7 mm36.025.0C

    6/24/650.0 mm10.0 mm38.024.0C

    6/25/650.0 mm11.5 mm37.025.0C

    6/26/650.0 mm11.6 mm37.525.0C

    6/27/650.0 mm12.4 mm38.025.0C

    6/28/650.0 mm9.3 mm38.524.0C

    6/29/650.0 mm10.5 mm35.026.0C

    6/30/650.0 mm10.4 mm36.526.0C0.0 mm36.1C38.5C20.5C16.0C0.036.138.520.516.0

    7/1/650.0 mm9.9 mm37.025.0CJunio0

    7/2/650.0 mm10.3 mm37.026.0CJulio0

    7/3/650.0 mm11.7 mm37.026.5CAgosto0

    7/4/650.0 mm11.0 mm38.026.0CSeptiembre0

    7/5/656.5 mm6.6 mm37.026.0C

    7/6/650.0 mm9.7 mm35.024.0C

    7/7/653.8 mm12.6 mm35.024.0C

    7/8/650.0 mm7.1 mm36.023.5C

    7/9/650.0 mm10.4 mm36.024.0C

    7/10/650.0 mm11.7 mm36.525.0C

    7/11/651.8 mm12.0 mm39.023.0C

    7/12/650.0 mm12.0 mm38.024.5C

    7/13/650.0 mm9.4 mm39.526.0C

    7/14/650.0 mm10.6 mm37.526.5C

    7/15/650.0 mm6.0 mm37.526.0C

    7/16/654.0 mm4.1 mm35.025.0C

    7/17/650.0 mm11.6 mm36.523.5C

    7/18/650.0 mm9.5 mm39.026.0C

    7/19/650.0 mm8.3 mm40.525.0C

    7/20/6526.5 mm12.4 mm38.024.5C

    7/21/655.5 mm1.3 mm36.020.5C

    7/22/650.0 mm5.7 mm34.521.5C

    7/23/650.0 mm8.2 mm37.024.5C

    7/24/650.0 mm7.4 mm36.025.0C

    7/25/6513.0 mm3.1 mm35.025.5C

    7/26/6523.5 mm7.8 mm34.023.0C

    7/27/650.0 mm8.7 mm35.022.0C

    7/28/650.0 mm7.6 mm36.523.5C

    7/29/650.0 mm9.0 mm38.025.0C

    7/30/651.8 mm10.0 mm39.027.5C

    7/31/650.0 mm9.2 mm38.025.0C86.4 mm36.9C40.5C24.6C20.5C86.436.940.524.620.5

    8/1/650.0 mm9.4 mm39.025.0C

    8/2/650.0 mm8.2 mm37.025.5C

    8/3/650.0 mm9.8 mm37.525.0C

    8/4/650.0 mm8.0 mm37.026.0C

    8/5/656.5 mm11.0 mm37.024.0C

    8/6/650.0 mm6.1 mm36.523.0C

    8/7/650.0 mm5.3 mm35.024.0C

    8/8/650.0 mm7.1 mm34.524.0C

    8/9/650.0 mm9.0 mm35.024.5C

    8/10/650.0 mm9.1 mm36.025.0C

    8/11/650.0 mm9.0 mm36.026.0C

    8/12/651.7 mm5.8 mm37.024.0C

    8/13/650.0 mm8.7 mm36.023.0C

    8/14/650.0 mm6.9 mm36.525.0C

    8/15/650.0 mm7.0 mm37.025.0C

    8/16/650.2 mm2.0 mm29.026.0C

    8/17/650.5 mm6.0 mm35.022.0C

    8/18/650.0 mm5.2 mm35.524.0C

    8/19/650.0 mm7.1 mm36.023.5C

    8/20/650.0 mm7.5 mm37.525.0C

    8/21/650.0 mm5.6 mm35.024.0C

    8/22/6554.0 mm5.0 mm37.023.0C

    8/23/650.0 mm4.0 mm33.022.0C

    8/24/650.0 mm6.6 mm35.024.0C

    8/25/650.0 mm8.4 mm37.025.5C

    8/26/650.0 mm8.3 mm38.025.0C

    8/27/651.8 mm9.0 mm38.025.0C

    8/28/6510.0 mm3.4 mm35.026.5C

    8/29/6517.0 mm1.8 mm38.024.0C

    8/30/650.0 mm6.6 mm35.022.0C

    8/31/650.0 mm6.3 mm37.025.


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