Limnología y calidad de agua. Elementos fisicoquímicos y biológicos que actúan en los cuerpos de...
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Transcript of Limnología y calidad de agua. Elementos fisicoquímicos y biológicos que actúan en los cuerpos de...
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Limnologa y calidad de agua
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Elementos fisicoqumicos y biolgicos que actan en los cuerpos de agua
-Gases (O2, CO2, CH4, H2S)
-Iones (Ca+2, Mg+2, Na, K, HCO3, CO3-2, SO4-2, Cl)
-Calor
-Luz
-Geologa
-Animales y plantas (invertebrados, vertebrados, zooplancton, algas filamentosas, fitoplancton, plantas acuticas, etc.)
Es importante tener en cuenta que todos estos elementos interaccionan entre s en los lagos determinando las caractersticas de los mismos.
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Origen de los lagos
-Glaciales
-Por movimientos tectnicos
-Por derrumbes
-Volcnicos
-Producidos por ros
-Lagos en costas
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Zonas en los lagos
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Patron Anuale de Circulacin Primavera Principio del Verano Final del Verano Otoo Invierno TempOxiTempOxiOxiOxiOxiTempTempTempHipolimnionTermoclinaEpilimnion
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Clasificacin de los lagos por su patrn anual de circulacin -Amixis: Cuerpos de agua que nunca circulan. Lagos cubiertos permanentemente de hielo donde el efecto del viento no los mezcla. Presentes en los polos y en altas montaas (Cordillera de los Andes). -Holomixis: Lagos donde el viento mezcla completamente sus aguas.
Oligomctico: Zonas Ecuatoriales. Son lagos que presentan aguas calientes en todas sus profundidades y que no estn sujetos a cambios por estaciones.
Monomcticos: Lagos donde existe un solo periodo de circulacin de sus aguas durante el ao. Estos lagos estn frecuentemente presentes en zonas donde existen fuertes cambios climticos. Monomcticos frios: Lagos que su superficie se congela durante el invierno y se estratifican (0o C - 4 C). Durante la primavera se mezclan cuando ocurre el deshielo. Durante el verano no presentan estratificacin (isotrmicos).
Monomcticos calidos: Lagos estratificados durante el verano y que circulan durante el invierno. Son lagos profundos donde los vientos fros del invierno son causantes de una prdida de calor de las aguas de la superficie lo que hace que su densidad aumente.
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Concepto
Limnologa:
Limnologa proviene del griego limne que significa estanque o lago y loga que significa estudio.
estudio de las aguas continentales
Los estudios limnolgicos incluyen a los organismos vivos su biologa y ecologa, tambin incluyen qumica, fsica y geologa.
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Dimcticos: Son lagos que tienen dos periodos de mezcla de sus cuerpos de agua. Durante el verano y durante el otoo.
Polimcticos: Son lagos que presentan varis periodos de circulacin. Son lagos que estn mas influenciados por cambios diarios de temperatura que por cambios de estaciones. Generalmente lagos presentes en montaas donde durante el da el agua gana calor y se estratifica (caliente en la superficie y fros en le fondo) y durante la noche la superficie pierde calor lo que produce corrientes de conveccin que destruyen la estratificacin ocurriendo la mezcla de las aguas. -Meromcticos: Lagos que presentan una mezcla parcial de sus aguas. Una gran parte del fondo de estos lagos no se mezclan permaneciendo estancados. Esta regin es anaerbica
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Ecosistema acutico
-Comunidad litoral: Se encuentra en los bordes de los cuerpos de agua y esta formada por productores primarios y los grupos que dependen de ellos como herbvoros, omnvoros, carnvoros y los detritvoros.
-Comunidad planctnica: Se encuentran en la zona pelgica o limntica y esta constituida por bacterias, protozoarios, fitoplancton y zooplancton.
-Comunidad bntonica: Es la comunidad de animales que se encuentra en el fondo de los lagos. Generalmente dependen del detritos pero tambin se encuentran carnvoros que se alimentan de los herbvoros y detritivoros.
-Comunidad nectnica: Animales mas grandes que el plancton. La mayora de ellos son peces y algunos invertebrados.
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Zonas en los lagos
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Elementos fisicoqumicos y biolgicos que actan en los cuerpos de agua
-Gases (O2, CO2, CH4, H2S)
-Iones (Ca+2, Mg+2, Na, K, HCO3, CO3-2, SO4-2, Cl)
-Calor
-Luz
-Animales y plantas (invertebrados, vertebrados, zooplancton, algas filamentosas, fitoplancton, plantas acuticas, etc.)
-Geologa
Es importante tener en cuenta que todos estos elementos interaccionan entre s en los lagos determinando las caractersticas de los mismos.
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Tomado de Gerald A. Cole 1994Tipologa de Lagos
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Diferencias entre un lago oligotrfico (izquierda) y uno eutrfico (derecha). Los volmenes del hipolimnion son diferentes como tambin el perfil de O2. Tomado de Cole 1994.
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El xito de la actividad acucola depende de un buen manejo de las condiciones biolgicas y fisicoqumicas del agua. Un estanque que presenta las condiciones de agua ideales para determinada especie, producir peces saludables en mayor cantidad.
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Caracterstica fisicoqumicas y biolgicas que afectan la calidad del agua-Temperatura -Salinidad-Turbidez y color-Concentracin de plancton-Gases (O2, CO2)-pH-Alcalinidad total y Dureza total-Amonaco -Malezas acuticas-Contaminantes (pesticidas, fertilizantes, metales pesados como mercurio y plomo, etc)
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AlimentoCO2, NH3, PHeces, NH3, PO2O2FitoplanctonO2No ingerido Descomposicin bacteriana NO2NO3Nitrosoma spNitrobacter spN2N2CO2Nitrificacin CO2Respiracin CO2
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Temperatura
Es importante tener presente que los peces son poco tolerantes a cambios bruscos de temperatura. Cambios de tan solo 5oC pueden ser fatales para algunos peces.Los peces en los trpicos estn adaptados a temperaturas entre los 25oC y 32oC. Estas son temperaturas relativamente constantes en zonas tropicales, lo que afecta poco en el crecimiento de los organismos. En zonas fras los peces estn adaptados a temperaturas por debajo de los 20oC (ejemplos: Salmones y truchas). La temperatura esta relacionada con la actividad biolgica. Las reacciones biolgicas incrementan el doble por cada incremento en 10oC (en peces de aguas clidas). Lo que quiere decir que un organismo acutico consumir el doble de O2 a 30oC que a 20oC.
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Estratificacin trmica en una piscina de cultivo
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Temperatura
Una temperatura ideal es un requisito para el crecimiento y desove de los peces. En pequeas instalaciones es posible regular la temperatura utilizando calentadores elctricos o manteniendo los tanques en cuartos con temperatura controlable. Tambin el uso de invernaderos es una practica comn en pases templados.
En espacios abiertos la temperatura de las lagunas esta determinada por la temperatura ambiente y su control es poco prctico al menos que se tenga agua de una fuente geotrmica.
En el trpico la variacin en la temperatura no son tan drsticas, por lo cual, este factor no es tomado muy en cuenta en la produccin acucola.
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oCHoraTemperatura
Amoniaco
0.0002028990.00020740970.00000978490.00000978490.00001534670.0000153467
0.00012999820.00013089040.00000408840.00000408840.00000777780.0000077778
0.04977449970.02588633950.00169989190.00169989190.01606106970.0160610697
0.00028441550.02948625350.00013308390.00013308390.01516683920.0151668392
0.01369233590.00380147720.01164333490.01164333490.00646717590.0064671759
0.01629011930.00118863480.000746560.000746560.00017450210.0001745021
0.17455885160.04880901670.02930965170.02930965170.01134444190.0113444419
0.21129785950.04580856510.09427065250.09427065250.02802618250.0280261825
0.0873880.0002792810.00741033450.00741033450.00037406570.0003740657
0.04654166670.00105199530.02787834470.02787834470.00034090.0003409
0.02924544070.00093009850.03083839570.03083839570.0007866860.000786686
0.03420137390.01197042640.04180656680.04180656680.00952035830.0095203583
0.03467913330.04467020.04736769210.04736769210.01601465560.0160146556
0.04152065070.05524027560.04088225270.04088225270.01592783560.0159278356
0.01848690.1541420.01169592260.01169592260.04332498760.0433249876
Amoniaco Exp.
Amoniaco Con.
Concentracion (mg/L)
CONCENTRACION DE AMONIACO
Amonio
0.0036257790.0036257790000
0.0021550.0021550000
0.82313733330.8405630.04374293040.04374293040.0055942730.005594273
0.0021550.67808166670.07583170020.075831700200
0.24259666530.2099466640.35707382330.35707382330.2074077120.207407712
0.2555960.18331733330.02670167060.02670167060.01383534710.0138353471
2.74503333332.3676380.55612835740.55612835740.47643052310.4764305231
1.4521011.27416966670.27653419550.27653419550.17075617160.1707561716
0.00619823330.01499933330.01811609670.01811609670.00287214440.0028721444
0.12249983330.10466166670.02641635980.02641635980.08729770320.0872977032
0.45494983330.10639533330.13565297120.13565297120.41211697350.4121169735
0.7959070.30460133330.17407923670.17407923670.53683574320.5368357432
0.89722513330.301460.08174231950.08174231951.010548131.01054813
1.009050.343940.04890082620.04890082621.09372056981.0937205698
0.1504691.44164313330.08766510470.08766510470.12687318050.1268731805
Amonio Exp.
Amonio Con.
Concentracion (mg/L)
CONCENTRACION DE AMONIO
Nitratos
000000
0.1963030.2014021060.01734962090.01734962090.05251462980.0525146298
00.0012746973000.00220784040.0022078404
000000
0.139579347700.07991802680.079918026800
0.00701083330.64086666670.01214311950.01214311950.55500681380.5550068138
0.08795400.07638606730.076386067300
000000
000000
000000
000000
000000
000000
00.6832376167000.23604551010.2360455101
2.60863333332.33396666671.82072374991.82072374991.45445773171.4544577317
Nitratos Exp.
Nitratos Con.
Concentracion (mg/L)
CONCENTRACION DE NITRATOS
Nitritos
0.00924520170.01258591670.00337018290.00337018290.0022325390.002232539
0.01209049830.008681590.00604495370.00604495370.00529869850.0052986985
0.01973351670.00918270730.00619984940.00619984940.00678238420.0067823842
0.06529920670.01864584330.01611911730.01611911730.0026394970.002639497
0.06576544670.01759562270.02581654450.02581654450.00507737970.0050773797
0.09624981330.04766319330.04263877020.04263877020.00512322890.0051232289
0.07854549650.01887891530.0851613560.0851613560.00528027090.0052802709
0.04203083670.02703647170.00646786250.00646786250.01142058330.0114205833
0.05978317330.09789071670.05106696910.05106696910.03816613350.0381661335
0.1057988560.1392966570.0648131250.0648131250.070474630.07047463
0.39882663330.01006098530.54675148030.54675148030.00374612410.0037461241
0.603969740.04847921160.52326850920.52326850920.01189357470.0118935747
1.11523520330.04834302920.8469381250.8469381250.00577008630.0057700863
1.62650066670.04820684671.21775589431.21775589430.00353964050.0035396405
0.41650446670.008584860.36071043370.36071043370.00071205040.0007120504
Nitritos Exp.
Nitritos Con.
Concentracion (mg/L)
CONCENTRACION DE NITRITOS
alcalinidad
2642604444
77.333333333310021.166010488521.16601048858.32666399798.3266639979
6889.333333333316.165807537316.165807537344
64848800
66.66666666678810.583005244310.58300524436.11010092666.1101009266
65.333333333380889.2376043079.237604307
79167.66666666672.08166599952.08166599957.81024967597.8102496759
91.5136.833333333323.239693055923.239693055910.392304845410.3923048454
10410740.706264874140.70626487411313
10711139.849717690339.849717690314.730919862714.7309198627
118.7101.833333333323.304148414723.304148414715.876712506115.8767125061
131.733333333393.33333333335.03322295685.033222956819.334252851719.3342528517
155.9333333333104.466666666712.290375638412.290375638417.711389932317.7113899323
181115.222.666274506422.666274506420.336174664920.3361746649
18816731.012094414931.012094414922.455511572922.4555115729
Alcalinidad Exp.
Alcalinidad Con.
Concentracion (mg/L)
ALCALINIDAD
dureza
500498.6666666667442.30940107682.3094010768
353.3333333333365.333333333311.547005383811.547005383812.858201014712.8582010147
341.3333333333350.66666666676.11010092666.11010092669.2376043079.237604307
364367.33333333334411.015141094611.0151410946
345.33333333333562.30940107682.309401076800
373.3333333333389.33333333332.30940107682.30940107686.11010092666.1101009266
376.33333333333542.08166599952.081665999524.758836806324.7588368063
391.3333333333360.33333333336.02771377336.027713773328.728615235228.7286152352
407.3333333333367.966666666713.203534880213.203534880230.585998975630.5859989756
410371.666666666714.106735979714.106735979729.297326385429.2973263854
424.5666666667380.666666666718.750022222218.750022222231.00537587831.005375878
441.4666666667387.626.41312804926.41312804933.416163753533.4161637535
461.7333333333382.333333333324.100069156224.100069156231.895663237131.8956632371
481.333333333337222.030282189122.030282189136.386810797336.3868107973
431389.333333333321.656407827721.656407827711.372481406211.3724814062
Dureza Exp.
Dureza Con.
Concentracion (mg/L)
DUREZA TOTAL
OD
8.073333333310.00666666670.48644972330.48644972330.46198845580.4619884558
8.53666666679.35666666670.55374482690.55374482690.46014490470.4601449047
7.8411.811.31343062251.31343062250.21633307650.2163330765
7.588.35333333330.70500591010.70500591010.18083141320.1808314132
7.456.920.93552124510.93552124510.30413812650.3041381265
7.85666666678.161.04129726781.04129726780.29484459180.2948445918
7.76666666677.62333333330.1305118130.1305118130.30270998220.3027099822
7.40333333335.94333333330.95756635980.95756635980.60912505560.6091250556
8.566.48333333330.13203534880.13203534880.15132745950.1513274595
9.23333333337.45666666670.77105987660.77105987660.15143755590.1514375559
11.10666666674.56333333330.75035547130.75035547130.43085186940.4308518694
9.44333333333.63333333330.51316014390.51316014390.80754772820.8075477282
7.971.14666666670.25579940060.25579940060.60555759430.6055575943
6.714.452.58215026672.58215026670.62553976690.6255397669
8.90666666675.95666666671.07155650031.07155650030.5873102530.587310253
7.61666666672.13333333330.41633319990.41633319990.92240627350.9224062735
8.49333333337.06666666670.56897568780.56897568781.77271919191.7727191919
7.44333333333.360.80068720480.80068720481.0336504891.033650489
7.336.262.09064583322.09064583320.34394767040.3439476704
6.13333333334.09666666671.72540816431.72540816430.41932485420.4193248542
7.54666666678.921.41361239381.41361239380.77216146840.7721614684
4.922.77666666670.29143323990.29143323990.50029991010.5002999101
5.452.53666666670.62803927690.62803927690.150.15
5.80333333336.840.29137604570.29137604570.51286775420.5128677542
4.50333333334.76666666670.59651767230.59651767230.78232559290.7823255929
7.7711.74666666671.08744348511.08744348510.44799553570.4479955357
5.26666666675.80.43588989440.43588989441.00166528011.0016652801
4.38333333330.83333333330.145716620.145716620.28728615240.2872861524
4.20666666671.29666666670.08962886440.08962886440.78621455930.7862145593
5.084.770.59732738090.59732738091.75553410681.7555341068
OD Exp.
OD Con.
Concentracion (mg/L)
OXIGENO DISUELTO
Temp.
28.333333333327.16666666670.28867513460.28867513460.57735026920.5773502692
28270.50.500
27.166666666726.43333333330.57735026920.57735026920.51316014390.5131601439
26.366666666725.86666666670.32145502540.32145502540.15275252320.1527525232
25.933333333325.30.50332229570.50332229570.10.1
26.626.70.45825756950.45825756950.87177978870.8717797887
27.366666666727.43333333330.15275252320.15275252320.05773502690.0577350269
26.633333333325.56666666670.40414518840.40414518840.30550504630.3055050463
26.0333333333250.30550504630.30550504630.10.1
26.525.40.34641016150.34641016150.00000047680.0000004768
26.833333333324.56666666672.05507501892.05507501890.15275252320.1527525232
26.933333333325.80.45092497530.45092497530.17320508080.1732050808
27.433333333326.30.50332229570.50332229570.17320508080.1732050808
27.826.60.43588989440.43588989440.65574385240.6557438524
27.426.63333333330.45825756950.45825756950.05773502690.0577350269
27.933333333326.83333333330.41633319990.41633319990.23094010770.2309401077
28.6280.85440037450.85440037450.10.1
28.8333333333280.40414518840.40414518840.10.1
27.666666666726.70.40414518840.40414518840.17320508080.1732050808
27.066666666726.10.40414518840.40414518840.26457513110.2645751311
26.566666666725.50.25166114780.25166114780.17320508080.1732050808
27.225.86666666671.49331845231.49331845230.15275252320.1527525232
26.266666666725.13333333330.20816659990.20816659990.51316014390.5131601439
26.525.20.34641016150.34641016150.10.1
2826.73333333330.34641016150.34641016150.15275252320.1527525232
29.128.20.75498344350.75498344350.36055512750.3605551275
28.233333333327.40.37859388970.37859388970.10.1
28.066666666726.90.25166114780.25166114780.50.5
27.733333333326.63333333330.23094010770.23094010770.35118845840.3511884584
28.366666666726.93333333330.41633319990.41633319990.35118845840.3511884584
Temperatura Exp.
Temperatura Con.
C
TEMPERATURA
pH
7.57.8333333333000.28867513460.2886751346
7.666666666780.28867513460.288675134600
7.66666666678.16666666670.28867513460.28867513460.57735026920.5773502692
7.66666666678.33333333330.28867513460.28867513460.28867513460.2886751346
88.3333333333000.28867513460.2886751346
880000
880000
87.6666666667000.28867513460.2886751346
87.50000
8.33333333337.83333333330.28867513460.28867513460.28867513460.2886751346
87.50000
87.50000
870000
87.6666666667000.28867513460.2886751346
87.50000
7.83333333337.50.28867513460.288675134600
8.33333333337.66666666670.28867513460.28867513460.28867513460.2886751346
7.83333333337.66666666670.28867513460.28867513460.28867513460.2886751346
8.166666666780.28867513460.28867513460.50.5
87.8333333333000.28867513460.2886751346
8.16666666678.33333333330.28867513460.28867513460.28867513460.2886751346
7.83333333337.33333333330.28867513460.28867513460.28867513460.2886751346
87.50000
7.66666666677.83333333330.28867513460.28867513460.28867513460.2886751346
87.50000
88.1666666667000.28867513460.2886751346
7.88.26666666670.17320508080.17320508080.25166114780.2516611478
87.50000
7.66666666677.50.28867513460.288675134600
7.98.13333333330.30.30.05773502690.0577350269
pH Exp.
pH Con.
pH
Alim.
4559.22012.513972.4978.1
Alimento Consumido Exp
Alimento Consumido Con.
Biomasa Incrementada Exp.
Biomasa Inc. Con.
gramos
ALIMENTO CONSUMIDO - BIOMASA INCREMENTADA
peso
29.1730.52069.3641.57
Inicio Exp.
Inicio Con.
Final Exp.
Final Con.
gramos
PESO PROMEDIO POR PEZ
Long. Est.
92.4793.780123.71105.24
Inicio Exp.
Inicio Con.
Grupo s/filtracion
Final Exp.
Final Con.
mm
LONGITUD ESTANDAR PROMEDIO
Long. Tot
121.47123.760148.51131.2
Inicio Exp.
Inicio Con.
Grupo s/filtracion
Final Exp.
Final Con.
gramos
LONGITUD TOTAL PROMEDIO
5.5T
25.50.34641016150.3464101615
27.33333333330.32145502540.3214550254
27.76666666670.25166114780.2516611478
27.03333333330.32145502540.3214550254
26.23333333330.45092497530.4509249753
Temperatura Con.
OD 5.5
5.83666666674.520.45902069670.45902069670.85558946540.8555894654
6.4812.83333333330.57951128840.57951128841.57692739211.5769273921
2.92333333338.970.98909049130.98909049130.3987898360.398789836
3.53666666673.03666666671.10870795671.10870795670.51597803570.5159780357
3.61666666670.32666666670.02516611480.02516611480.44298231720.4429823172
OD Exp.
OD Con.
OD (mg/L)
5.5pH
7.97.93333333330.11547005380.11547005380.20.2
8.133333333390.10.10.35118845840.3511884584
7.78.66666666670.15275252320.15275252320.10.1
7.47.73333333330.11547005380.11547005380.36055512750.3605551275
7.77.46666666670.05773502690.05773502690.10.1
pH Exp.
pH Con.
Hoja1
PROMEDIOSBIOMASA INCREMENTADA (gr)ALIMENTO CONSUMIDO (gr)CONVERSION DE ALIMENTOMORTALIDAD
Grupo c/filtracion3972,4 605,484559,2 677,211,15 0,041
Grupo s/filtracion978,1 62,922012,5 238,092,05 0,193
3972.44559.2
978.12012.5
Peso Promedio por PezLongitud Estandar Promedio por PezLongitud Total Promedio por Pez
PROMEDIOSInicioFinInicioFinInicioFin
Grupo c/filtracion29,17 1,6069,36 7,7792,47 1,27123,71 4,20121,47 2,59148,51 5,00
Grupo s/filtracion30,52 1,9241,57 1,6393,78 1,93105,24 2,44123,76 3,10131,20 3,93
29.1769.3692.47123.71121.47148.51
30.5241.5793.78105.24123.76131.2
PROMEDIOSOXIGENO DISUELTOpHTEMPERATURAALCALINIDADDUREZA
Grupo c/filtracion7,21 0,087,93 0,0327,38 0,22117,48 8,20406,83 9,563972.4
Grupo s/filtracion5,84 0,357,78 0,0826,40 0,08120,38 8,33379,55 16,53978.1
AmonioNitrito
ExperimentalControlExperimentalControl
10.030,0036 0,00000,0036 0,00000,0092 0,00340,0126 0,0022
23.030,0022 0,00000,0022 0,00000,0121 0,00600,0087 0,0053
25.030,8231 0,00560,8406 0,04370,0197 0,00620,0092 0,0068
29.030,0022 0,00000,6871 0,07580,0653 0,01610,0186 0,0026
30.030,2426 0,20740,2099 0,35710,0658 0,02580,01760 0,0051
1.040,2556 0,01380,1833 0,02670,0962 0,04260,0477 0,0051
5.042,7450 0,47642,3676 0,55610,0785 0,08510,0189 0,0053
7.041,4521 0,17081,2742 0,27650,042 0,00650,0270 0,0114
13.040,0062 0,00290,0150 0,01810,0598 0,05110,0979 0,0382
15.040,1225 0,08730,1047 0,02640,1058 0,06500,1393 0,0705
20.040,4549 0,41210,1064 0,13570,3988 0,54680,0101 0,0037
22.040,7959 0,53680,3046 0,17410,6040 0,52330,0484 0,0119
27.040,8972 1,01050,3015 0,08171,1152 0,84700,0483 0,0058
29.041,0091 1,09370,3439 0,04891,6265 1,21780,0482 0,0035
06.050,1505 0,12691,4416 0,08770,4165 0,36070,0086 0,0007
AMONIACOAmoniacoAmoniaco
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSDiaExperimentalControlValor P
10.030.00021121160.00019211550.000205370.0002111550.0001905370.0002205370.0002028990.00020740970.00000978490.000015346710.030.0002 0.00000.0002 0.0000
23.030.00012553740.00013356690.00013089040.00012732170.00012553740.00013981210.00012999820.00013089040.00000408840.000007777823.030.0001 0.00000.0001 0.0000
25.030.05124698540.05016229940.04791421430.01618235160.01705138980.04442527710.04977449970.02588633950.00169989190.016061069725.030.0498 0.00170.0259 0.0161
29.030.00013089040.00036699650.00035535950.0420567210.0126406920.03376134760.00028441550.02948625350.00013308390.015166839229.030.0003 0.00010.0295 0.015210.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
30.030.01974325560.0210643290.00026942320.01126912860.00006715870.00006814410.01369233590.00380147720.01164333490.006467175930.030.0137 0.01160.0038 0.00650.00021121160.00012553740.05124698540.00013089040.01974325560.01687330080.18490982520.10623143860.0846390.0785470.06246886550.0100397110.00595090.01463193720.0186017
1.040.01687330080.01544873190.01654832510.00123366850.00133620610.00099602980.01629011930.00118863480.000746560.00017450211.040.0163 0.00070.0012 0.00020.00019211550.00013356690.05016229940.00036699650.0210643290.01544873190.1972885380.28848347990.095780.033530.00153599510.010088980.0893510.08856718590.030125
5.040.18490982520.1972885380.14147819160.039680360.04523718610.0615095040.17455885160.04880901670.02930965170.01134444195.040.1746 0.02930.0488 0.01130.000205370.00013089040.04791421430.00035535950.00026942320.01654832510.14147819160.239178660.0817450.0275480.02373146160.08247543070.00873550.0213628290.006734
7.040.10623143860.28848347990.239178660.02397687660.07741256870.036036250.21129785950.04580856510.09427065250.02802618257.040.2113 0.09420.0458 0.02800.0002111550.00012732170.01618235160.0420567210.01126912860.00123366850.039680360.02397687660.0007111760.000915590.0010925640.02292295620.027060.03743580.1092
13.040.0846390.095780.0817450.0007111760.0000683510.0000583160.0873880.0002792810.00741033450.000374065713.040.0874 0.00740.0003 0.00040.0001905370.00012553740.01705138980.0126406920.00006715870.00133620610.04523718610.07741256870.0000683510.0014399760.0000748640.00731195830.04858860.0681358120.157581
15.040.0785470.033530.0275480.000915590.0014399760.000800420.04654166670.00105199530.02787834470.000340915.040.0465 0.02790.0011 0.00030.0002205370.00013981210.04442527710.03376134760.00006814410.00099602980.0615095040.036036250.0000583160.000800420.00162286740.00567636480.0583620.06014921490.195645
20.040.06246886550.00153599510.02373146160.0010925640.0000748640.00162286740.02924544070.00093009850.03083839570.00078668620.040.0292 0.03080.0009 0.0008
22.040.0100397110.010088980.08247543070.02292295620.00731195830.00567636480.03420137390.01197042640.04180656680.009520358322.040.0342 0.04180.0120 0.0095
27.040.00595090.0893510.00873550.027060.04858860.0583620.03467913330.04467020.04736769210.016014655627.040.0347 0.04740.0447 0.0160
29.040.01463193720.08856718590.0213628290.03743580.0681358120.06014921490.04152065070.05524027560.04088225270.015927835629.040.0415 0.04090.0552 0.0159
06.050.01860170.0301250.0067340.10920.1575810.1956450.01848690.1541420.01169592260.043324987606.050.0185 0.01170.1541 0.0433
AMONIOAmonio
experimentalescontrolExp-PromCon-PromExp-DSCon-DS
10.030.0036257790.0036257790.0036257790.0036257790.0036257790.0036257790.0036257790.00362577900
23.030.0021550.0021550.0021550.0021550.0021550.0021550.0021550.00215500
25.030.8268310.825880.8167010.8226920.8904120.8085850.82313733330.8405630.0055942730.0437429304123456789101112131415
29.030.0021550.0021550.0021550.759750.66460.6098950.0021550.678081666700.075831700210.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
30.030.34630.37770.0037899960.622260.0037899960.0037899960.24259666530.2099466640.2074077120.3570738233AmonioExperimental0.0036257790.0021550.8268310.0021550.34630.25682.81421.477160.004540.22240.894380.4847760.28734540.22410.2849
1.040.25680.2411980.268790.1879160.2074210.1546150.2555960.18331733330.01383534710.02670167060.0036257790.0021550.825880.0021550.37770.2411983.18311.6089430.00951470.08420550.07706950.4871552.06372.258330.133682
5.042.81423.18312.23781.9162.1981142.98882.74503333332.3676380.47643052310.55612835740.0036257790.0021550.8167010.0021550.0037899960.268792.23781.27020.004540.0608940.39341.415790.340630.544720.032825
7.041.477161.6089431.27021.064221.1707891.58751.4521011.27416966670.17075617160.2765341955Control0.0036257790.0021550.8226920.759750.622260.1879161.9161.064220.0359180.0787340.055180.4172210.20980.29021.388202
13.040.004540.00951470.004540.0359180.004540.004540.00619823330.01499933330.00287214440.01811609670.0036257790.0021550.8904120.66460.0037899960.2074212.1981141.1707890.004540.103710.0038060.3924830.36680.385821.5428164
15.040.22240.08420550.0608940.0787340.103710.1315410.12249983330.10466166670.08729770320.02641635980.0036257790.0021550.8085850.6098950.0037899960.1546152.98881.58750.004540.1315410.26020.10410.327780.35581.393911
20.040.894380.07706950.39340.055180.0038060.26020.45494983330.10639533330.41211697350.1356529712
22.040.4847760.4871551.415790.4172210.3924830.10410.7959070.30460133330.53683574320.1740792367
27.040.28734542.06370.340630.20980.36680.327780.89722513330.301461.010548130.0817423195
29.040.22412.258330.544720.29020.385820.35581.009050.343941.09372056980.0489008262
06.050.28490.1336820.0328251.3882021.54281641.3939110.1504691.44164313330.12687318050.0876651047
NITRATOSNitratosNitratos
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSFechaExperimentalControlValor P
10.0300.00000.00000.00000.00000.0000000010.030.0000 0.00000.0000 0.0000
23.030.1835560.18930.21610.26200.17400.16830.1963030.2014021060.01734962090.052514629823.030.1963 0.01730.2014 0.0525
25.0300.00000.00000.00380.00000.000000.001274697300.002207840425.030.0000 0.00000.0013 0.0022
29.0300.00000.00000.00000.00000.0000000029.030.0000 0.00000.0000 0.000010.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
30.030.04970.16630.20270.00000.00000.00000.139579347700.0799180268030.030.1396 0.07990.0000 0.000000.183556000.049713193100.13766700000004.7055
1.0400.02100.00000.00000.96130.96130.00701083330.64086666670.01214311950.55500681381.040.0070 0.01210.6409 0.555000.189292000.166347990.02103250.12619500000001.6921
5.040.1376670.12620.00000.00000.00000.00000.08795400.076386067305.040.0880 0.07640.0000 0.000000.216061000.202676860000000001.4283
7.040.00000.00000.00000.00000.00000.000000007.040.0000 0.00000.0000 0.000000.261950280.003824091800000000000.5105161.7227
13.040.00000.00000.00000.00000.00000.0000000013.040.0000 0.00000.0000 0.000000.1739960000.961300000000.952198853.9943
15.040.00000.00000.00000.00000.00000.0000000015.040.0000 0.00000.0000 0.000000.1682600380000.961300000000.5869981.2849
20.040.00000.00000.00000.00000.00000.0000000020.040.0000 0.00000.0000 0.0000
22.040.00000.00000.00000.00000.00000.0000000022.040.0000 0.00000.0000 0.0000
27.040.00000.00000.00000.00000.00000.0000000027.040.0000 0.00000.0000 0.0000
29.040.00000.00000.00000.51050.95220.587000.683237616700.236045510129.040.0000 0.00000.6832 0.2360
06.054.70551.69211.42831.72273.99431.28492.60863333332.33396666671.82072374991.454457731706.052.6086 1.82072.3340 1.4545
NITRITOSNitritos
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DS
10.030.00559370.01223630.0099056050.011537110.015149740.01107090.00924520170.01258591670.00337018290.002232539
23.030.013052090.017597020.0056223850.0056223850.01480.0056223850.01209049830.008681590.00604495370.0052986985
25.030.026220720.019111990.013867840.0052668960.0052668960.017014330.01973351670.00918270730.00619984940.0067823842
29.030.055587920.0839060.05640370.021442720.018296240.016198570.06529920670.01864584330.01611911730.00263949710.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
30.030.04020510.091830780.065260460.0188780.0120.0219088680.06576544670.01759562270.02581654450.00507737970.00559370.013052090.026220720.055587920.04020510.053723340.1766690.042069680.1186340.181.025871111.0598991.58122552.1025520.695607
1.040.053723340.1390.09602610.046148460.0533730.043468120.09624981330.04766319330.04263877020.00512322890.01223630.017597020.019111990.0839060.091830780.1390.03507750.048479190.033562520.077147180.021675790.032630220.137630110.242630.5447
5.040.1766690.03507750.02388998950.016431650.0152662860.024938810.07854549650.01887891530.0851613560.00528027090.0099056050.0056223850.013867840.05640370.065260460.09602610.02388998950.035543640.0271530.0602493880.1489330.719381.626852.534320.0092064
7.040.042069680.048479190.035543640.030765640.014217450.0361263250.04203083670.02703647170.00646786250.01142058330.011537110.0056223850.0052668960.021442720.0188780.046148460.016431650.030765640.0597830.0668919710.00734180.04801310.046148050.0442830.00920639
13.040.1186340.033562520.0271530.0597830.097774150.1361150.05978317330.09789071670.05106696910.03816613350.015149740.01480.0052668960.018296240.0120.0533730.0152662860.014217450.097774150.143330.0085071660.03682554480.04399254250.051159540.00780795
15.040.180.077147180.0602493880.0668919710.143330.2076680.1057988560.1392966570.0648131250.070474630.01107090.0056223850.017014330.016198570.0219088680.043468120.024938810.0361263250.1361150.2076680.014333990.060598990.0548884950.0491780.00874024
20.041.025871110.021675790.1489330.00734180.0085071660.014333990.39882663330.01006098530.54675148030.0037461241
22.041.0598990.032630220.719380.04801310.03682554480.060598990.603969740.04847921160.52326850920.0118935747
27.041.58122550.137630111.626850.046148050.04399254250.0548884951.11523520330.04834302920.8469381250.0057700863
29.042.1025520.242632.534320.0442830.051159540.0491781.62650066670.04820684671.21775589430.0035396405
06.050.6956070.54470.00920640.009206390.007807950.008740240.41650446670.008584860.36071043370.0007120504
AlcaliNidadAlcalinidadAlcalinidad
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSDiaExp-PromCon-PromValor P
10.032642602682602642562642604410.03264.0 4.0260.0 4.0
23.03848068921248477.33333333331008.326663997921.166010488523.0377.3 8.3100.0 21.2
25.0372686492104726889.3333333333416.165807537325.0368.0 4.089.3 16.210.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
29.0364646484927664840829.0364.0 0.084.0 8.026484726472767485.59799110.5122155.2188.4191.5
30.03726860841008066.6666666667886.110100926610.583005244330.0366.7 6.188.0 10.626080686468607585.59698108.6119.2138.6158164
1.0476606080887265.3333333333809.23760430781.0465.3 9.280.0 8.0268686464606088103.5119124137154174196.6208.5
5.0474758817016616779167.66666666677.81024967592.08166599955.0479.0 7.8167.7 2.12609292848480170150.5131133113.594118141.2198.5
7.0485.585.5103.5150.511015091.5136.833333333310.392304845423.23969305597.0491.5 10.4136.8 23.22641241049210088166110606575889499.6166
13.049796119131601301041071340.706264874113.04104.0 13.0107.0 40.7256847276807216715013013511798101.4104.8136.5
15.0499981241336513510711114.730919862739.849717690315.04107.0 14.7111.0 39.8
20.04110.5108.6137113.575117118.7101.833333333315.876712506123.304148414720.04118.7 15.9101.8 23.3
22.04122119.2154948898131.733333333393.333333333319.33425285175.033222956822.04131.7 19.393.3 5.0
27.04155.2138.617411894101.4155.9333333333104.466666666717.711389932312.290375638427.04155.9 17.7104.5 12.3
29.04188.4158196.6141.299.6104.8181115.220.336174664922.666274506429.04181.0 20.3115.2 22.7
06.05191.5164208.5198.5166136.518816722.455511572931.012094414906.05188.0 22.5167.0 31.0
Dureza totalDurezaDureza Total
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSDiaExperimentalControlValor P
10.03500496504500496500500498.666666666742.309401076810.03500.0 4.0498.7 2.3
23.03360340360360380356353.3333333333365.333333333311.547005383812.858201014723.03353.3 11.5365.3 12.9
25.03336340348356356340341.3333333333350.66666666676.11010092669.23760430725.03341.3 6.1350.7 9.2
29.03360368364360380362364367.3333333333411.015141094629.03364.0 4.0367.3 11.010.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
30.03348344344356356356345.33333333333562.3094010768030.03345.3 2.3356.0 0.0500360336360348372374392410412430448472496456
1.04372376372388396384373.3333333333389.33333333332.30940107686.11010092661.04373.3 2.3389.3 6.1496340340368344376377385393395403.7412.4434.2456418
5.04374377378382335345376.33333333333542.081665999524.75883680635.04376.3 2.1354.0 24.8504360348364344372378397419423440464479492419
7.04392385397393339349391.3333333333360.33333333336.027713773328.72861523527.04391.3 6.0360.3 28.7500360356360356388382393402.9405416425.6419414402
13.04410393419402.9346355407.3333333333367.966666666713.203534880230.585998975613.04407.3 13.2368.0 30.6496380356380356396335339346350358362.8367352380
15.04412395423405350360410371.666666666714.106735979729.297326385415.04410.0 14.1371.7 29.3500356340362356384345349355360368374.4361350386
20.04430403.7440416358368424.5666666667380.666666666718.750022222231.00537587820.04424.6 18.8380.7 31.0
22.04448412.4464425.6362.8374.4441.4666666667387.626.41312804933.416163753522.04441.5 26.4387.6 33.4
27.04472434.2479419367361461.7333333333382.333333333324.100069156231.895663237127.04461.7 24.1382.3 31.9
29.04496456492414352350481.333333333337222.030282189136.386810797329.04481.3 22.0372.0 36.4
06.05456418419402380386431389.333333333321.656407827711.372481406206.05431.0 21.7389.3 11.4
OXIGENO DISUELTOODOxigeno Disuelto
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSDiaExperimentalControlValor P
15.037.548.338.359.510.0510.478.073333333310.00666666670.46198845580.486449723315.038.07 0.4610.01 0.49
17.038.558.078.998.739.569.788.53666666679.35666666670.46014490470.553744826917.038.54 0.469.36 0.55
18.038.027.97.610.713.2611.477.8411.810.21633307651.313430622518.037.84 0.2211.81 1.3115.0317.0318.0319.0322.0323.0324.0325.0326.0329.0330.0331.031.042.045.046.047.048.0412.0414.0416.0420.0421.0422.0423.0428.0429.0430.044.057.05
19.037.397.757.68.19.157.817.588.35333333330.18083141320.705005910119.037.58 0.188.35 0.717.548.558.027.397.87.638.096.78.449.310.618.757.356.188.86.66.546.267.626.475.415.65.74.158.16.44.715.16.86
22.037.87.257.36.486.367.456.920.30413812650.935521245122.037.45 0.306.92 0.948.338.077.97.757.258.197.727.768.739.3411.389.258.566.559.548.4107.97.426.358.434.415.35.353.967.954.94.273.623.35
23.037.638.197.757.779.347.377.85666666678.160.29484459181.041297267823.037.86 0.298.16 1.048.358.997.67.67.37.757.497.758.519.0611.3310.3387.48.387.858.948.176.955.657.214.945.456.365.47.264.54.173.95.03
24.038.097.727.497.777.527.587.76666666677.62333333330.30270998220.13051181324.037.77 0.307.62 0.139.58.7310.78.16.47.777.774.876.67.174.343.51.393.355.742.66.83.253.92.147.292.473.266.524.512.55.60.881.44.09
25.036.77.767.754.876.716.257.40333333335.94333333330.60912505560.957566359825.037.40 0.615.94 0.9610.059.5613.269.1589.347.526.716.516.873.953.20.887.45.011.86.684.2174.759.662.812.136.915.4512.245.50.671.255.01
26.038.448.738.516.66.516.348.566.48333333330.15132745950.132035348826.038.56 0.156.48 0.1310.479.7811.477.816.367.377.586.256.348.335.44.21.172.67.1227.722.627.885.49.813.052.227.094.3510.56.30.951.245.21
29.039.39.349.067.176.878.339.23333333337.45666666670.15143755590.771059876629.039.23 0.157.46 0.77
30.0310.6111.3811.334.343.955.411.10666666674.56333333330.43085186940.750355471330.0311.11 0.434.56 0.75
31.038.759.2510.333.53.24.29.44333333333.63333333330.80754772820.513160143931.039.44 0.813.63 0.51
1.047.358.5681.390.881.177.971.14666666670.60555759430.25579940061.047.97 0.611.15 0.26
2.046.186.557.43.357.42.66.714.450.62553976692.58215026672.046.71 0.634.45 2.58
5.048.89.548.385.745.017.128.90666666675.95666666670.5873102531.07155650035.048.91 0.595.96 1.07
6.046.68.47.852.61.827.61666666672.13333333330.92240627350.41633319996.047.62 0.922.13 0.42
7.046.54108.946.86.687.728.49333333337.06666666671.77271919190.56897568787.048.49 1.777.07 0.57
8.046.267.98.173.254.212.627.44333333333.361.0336504890.80068720488.047.44 1.033.36 0.80
12.047.627.426.953.977.887.336.260.34394767042.090645833212.047.33 0.346.26 2.09
14.046.46.355.652.144.755.46.13333333334.09666666670.41932485421.725408164314.046.13 0.424.10 1.73
16.0478.437.217.299.669.817.54666666678.920.77216146841.413612393816.047.55 0.778.92 1.41
20.045.414.414.942.472.813.054.922.77666666670.50029991010.291433239920.044.92 0.502.78 0.29
21.045.65.35.453.262.132.225.452.53666666670.150.628039276921.045.45 0.152.54 0.63
22.045.75.356.366.526.917.095.80333333336.840.51286775420.291376045722.045.80 0.516.84 0.29
23.044.153.965.44.55.454.354.50333333334.76666666670.78232559290.596517672323.044.50 0.784.77 0.60
28.048.17.957.2612.512.2410.57.7711.74666666670.44799553571.087443485128.047.77 0.4511.75 1.09
29.046.44.94.55.65.56.35.26666666675.81.00166528010.435889894429.045.27 1.005.80 0.44
30.044.714.274.170.880.670.954.38333333330.83333333330.28728615240.1457166230.044.38 0.290.83 0.15
4.055.13.623.91.41.251.244.20666666671.29666666670.78621455930.08962886444.054.21 0.791.30 0.09
7.056.863.355.034.095.015.215.084.771.75553410680.59732738097.055.08 1.764.77 0.60
TEMPERATURATEMPERATURATEMPERATURA
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSDiaExperimentalControlValor P
15.0328.528.52826.527.527.528.333333333327.16666666670.28867513460.577350269215.0328.3 0.327.2 0.615.0317.0318.0319.0322.0323.0324.0325.0326.0329.0330.0331.031.042.045.046.047.048.0412.0414.0416.0420.0421.0422.0423.0428.0429.0430.044.057.05
17.0328.52827.527272728270.5017.0328.0 0.527.0 0.028.528.527.526.626.426.127.22726.326.725.827.427.928.127.928.429.429.327.927.526.828.926.526.728.228.327.828.12828.5
18.0327.527.526.52626.32727.166666666726.43333333330.57735026920.513160143918.0327.2 0.626.4 0.528.52827.526.5262727.426.726.126.725.526.927.5282727.827.728.627.92726.626.126.226.728.229.828.528.327.628.7
19.0326.626.52625.925.72626.366666666725.86666666670.32145502540.152752523219.0326.4 0.325.9 0.22827.526.52625.426.727.526.225.726.129.226.526.927.327.327.628.728.627.226.726.326.626.126.127.629.228.427.827.627.9
22.0326.42625.425.425.325.225.933333333325.30.50332229570.122.0325.9 0.525.3 0.126.5272625.925.426.327.425.925.125.424.72626.526.526.727.128.128.126.926.425.6262525.326.928.627.527.42727.3
23.0326.12726.726.326.127.726.626.70.45825756950.871779788723.0326.6 0.526.7 0.927.52726.325.725.326.127.525.524.925.424.425.726.227.326.626.7282826.62625.325.924.725.126.728.127.426.926.626.9
24.0327.227.427.527.427.527.427.366666666727.43333333330.15275252320.057735026924.0327.4 0.227.4 0.127.527272625.227.727.425.32525.424.625.726.22626.626.727.927.926.625.925.625.725.725.226.627.927.326.426.326.6
25.032726.726.225.925.525.326.633333333325.56666666670.40414518840.305505046325.0326.6 0.425.6 0.3
26.0326.326.125.725.124.92526.0333333333250.30550504630.126.0326.0 0.325.0 0.1
29.0326.726.726.125.425.425.426.525.40.34641016150.000000476829.0326.5 0.325.4 0.0
30.0325.825.529.224.724.424.626.833333333324.56666666672.05507501890.152752523230.0326.8 2.124.6 0.2
31.0327.426.926.52625.725.726.933333333325.80.45092497530.173205080831.0326.9 0.525.8 0.2
1.0427.927.526.926.526.226.227.433333333326.30.50332229570.17320508081.0427.4 0.526.3 0.2
2.0428.12827.326.527.32627.826.60.43588989440.65574385242.0427.8 0.426.6 0.7
5.0427.92727.326.726.626.627.426.63333333330.45825756950.05773502695.0427.4 0.526.6 0.1
6.0428.427.827.627.126.726.727.933333333326.83333333330.41633319990.23094010776.0427.9 0.426.8 0.2
7.0429.427.728.728.12827.928.6280.85440037450.17.0428.6 0.928.0 0.1
8.0429.328.628.628.12827.928.8333333333280.40414518840.18.0428.8 0.428.0 0.1
12.0427.927.927.226.926.626.627.666666666726.70.40414518840.173205080812.0427.7 0.426.7 0.2
14.0427.52726.726.42625.927.066666666726.10.40414518840.264575131114.0427.1 0.426.1 0.3
16.0426.826.626.325.625.325.626.566666666725.50.25166114780.173205080816.0426.6 0.325.5 0.2
20.0428.926.126.62625.925.727.225.86666666671.49331845230.152752523220.0427.2 1.525.9 0.2
21.0426.526.226.12524.725.726.266666666725.13333333330.20816659990.513160143921.0426.3 0.225.1 0.5
22.0426.726.726.125.325.125.226.525.20.34641016150.122.0426.5 0.325.2 0.1
23.0428.228.227.626.926.726.62826.73333333330.34641016150.152752523223.0428.0 0.326.7 0.2
28.0428.329.829.228.628.127.929.128.20.75498344350.360555127528.0429.1 0.828.2 0.4
29.0427.828.528.427.527.427.328.233333333327.40.37859388970.129.0428.2 0.427.4 0.1
30.0428.128.327.827.426.926.428.066666666726.90.25166114780.530.0428.1 0.326.9 0.5
4.052827.627.62726.626.327.733333333326.63333333330.23094010770.35118845844.0527.7 0.226.6 0.4
7.0528.528.727.927.326.926.628.366666666726.93333333330.41633319990.35118845847.0528.4 0.426.9 0.4
pHpHpH
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSDiaExperimentalControlValor P
15.037.57.57.57.5887.57.833333333300.288675134615.037.5 0.07.8 0.3
17.037.587.58887.666666666780.2886751346017.037.7 0.38.0 0.0
18.037.587.57.58.58.57.66666666678.16666666670.28867513460.577350269218.037.7 0.38.2 0.6
19.037.587.588.58.57.66666666678.33333333330.28867513460.288675134619.037.7 0.38.3 0.315.0317.0318.0319.0322.0323.0324.0325.0326.0329.0330.0331.031.042.045.046.047.048.0412.0414.0416.0420.0421.0422.0423.0428.0429.0430.044.057.05
22.0388888.58.588.333333333300.288675134622.038.0 0.08.3 0.37.57.57.57.5888888888887.587.58.588887.5888888.2
23.03888888880023.038.0 0.08.0 0.07.5888888888.58888888.58888.57.587.5887.787.57.6
24.03888888880024.038.0 0.08.0 0.07.57.57.57.5888888.58888888.58888888887.787.57.9
25.038887.57.5887.666666666700.288675134625.038.0 0.07.7 0.37.587.588887.57.587.57.577.57.57.57.57.57.57.587.57.587.58.58.37.57.58.1
26.038887.57.57.587.50026.038.0 0.07.5 0.0888.58.58.5887.57.57.57.57.5787.57.588888.57.57.57.57.588.57.57.58.1
29.0388.58.587.588.33333333337.83333333330.28867513460.288675134629.038.3 0.37.8 0.3888.58.58.58887.587.57.577.57.57.57.57.58.588.577.587.5887.57.58.2
30.038887.57.57.587.50030.038.0 0.07.5 0.0
31.038887.57.57.587.50031.038.0 0.07.5 0.0
1.0488877787001.048.0 0.07.0 0.0
2.048887.587.587.666666666700.28867513462.048.0 0.07.7 0.3
5.048887.57.57.587.5005.048.0 0.07.5 0.0
6.047.5887.57.57.57.83333333337.50.288675134606.047.8 0.37.5 0.0
7.0488.58.57.587.58.33333333337.66666666670.28867513460.28867513467.048.3 0.37.7 0.3
8.047.5887.587.57.83333333337.66666666670.28867513460.28867513468.047.8 0.37.7 0.3
12.048.5887.588.58.166666666780.28867513460.512.048.2 0.38.0 0.5
14.048887.58887.833333333300.288675134614.048.0 0.07.8 0.3
16.0488.5888.58.58.16666666678.33333333330.28867513460.288675134616.048.2 0.38.3 0.3
20.0487.587.57.577.83333333337.33333333330.28867513460.288675134620.047.8 0.37.3 0.3
21.048887.57.57.587.50021.048.0 0.07.5 0.0
22.047.57.5887.587.66666666677.83333333330.28867513460.288675134622.047.7 0.37.8 0.3
23.048887.57.57.587.50023.048.0 0.07.5 0.0
28.048888.58888.166666666700.288675134628.048.0 0.08.2 0.3
29.0487.77.78.38.587.88.26666666670.17320508080.251661147829.047.8 0.28.3 0.3
30.048887.57.57.587.50030.048.0 0.07.5 0.0
4.0587.57.57.57.57.57.66666666677.50.288675134604.057.7 0.37.5 0.0
7.058.27.67.98.18.18.27.98.13333333330.30.05773502697.057.9 0.38.1 0.1
05.05.04
TEMPERATURATEMPERATURA
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DS
10:00 AM272726.425.925.325.326.825.50.34641016150.3464101615
1:00 PM28.928.928.327.727.227.128.727.33333333330.34641016150.3214550254
7:00 PM29.729.629.327.82827.529.533333333327.76666666670.20816659990.2516611478
1:00 AM28.628.727.827.426.926.828.366666666727.03333333330.49328828620.3214550254
6:00 AM27.827.827.826.726.225.827.826.233333333300.4509249753
01234
TEMPERATURAExp.10:00 AM1:00 PM7:00 PM1:00 AM6:00 AM
2728.929.728.627.8
2728.929.628.727.8
26.428.329.327.827.8
Con.25.927.727.827.426.7
25.327.22826.926.2
25.327.127.526.825.8
ODOD
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DS
10:00 AM6.7155.85.054.254.265.83666666674.520.85558946540.4590206967
1:00 PM8.014.866.5713.512.5512.456.4812.83333333331.57692739210.5795112884
7:00 PM2.862.563.357.839.489.62.92333333338.970.3987898360.9890904913
1:00 AM3.53.044.071.823.993.33.53666666673.03666666670.51597803571.1087079567
6:00 AM3.523.234.10.330.30.353.61666666670.32666666670.44298231720.0251661148
01234
TEMPERATURAExp.10:00 AM1:00 PM7:00 PM1:00 AM6:00 AM
6.718.012.863.53.52
54.862.563.043.23
5.86.573.354.074.1
Con.5.0513.57.831.820.33
4.2512.559.483.990.3
4.2612.459.63.30.35
pHpH
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DS
10:00 AM8.17.77.9887.87.97.93333333330.20.1154700538
1:00 PM8.57.88.18.999.18.133333333390.35118845840.1
7:00 PM7.87.67.78.58.78.87.78.66666666670.10.1527525232
1:00 AM77.57.77.67.87.87.47.73333333330.36055512750.1154700538
6:00 AM7.77.67.87.57.47.57.77.46666666670.10.0577350269
01234
TEMPERATURAExp.10:00 AM1:00 PM7:00 PM1:00 AM6:00 AM
8.18.57.877.7
7.77.87.67.57.6
7.98.17.77.77.8
Con.88.98.57.67.5
898.77.87.4
7.89.18.87.87.5
07.05.04
TEMPERATURATEMPERATURA
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DS
10:00 AM28.528.727.927.326.926.628.366666666726.93333333330.41633319990.3511884584
1:00 PM30.130.329.328.728.327.829.928.26666666670.52915026220.4509249753
7:00 PM30.930.929.929.52929.130.566666666729.20.57735026920.2645751311
1:00 AM29.729.428.928.528.12829.333333333328.20.40414518840.2645751311
6:00 AM28.127.627.627.226.726.627.766666666726.83333333330.28867513460.3214550254
01234
TEMPERATURAExp.10:00 AM1:00 PM7:00 PM1:00 AM6:00 AM
28.530.130.929.728.1
28.730.330.929.427.6
27.929.329.928.927.6
Con.27.328.729.528.527.2
26.928.32928.126.7
26.627.829.12826.6
ODOD
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DS
10:00 AM6.863.355.034.095.015.215.084.771.75553410680.5973273809
1:00 PM7.874.195.89.0910.110.135.95333333339.77333333331.84478544370.5919740985
7:00 PM3.791.123.784.417.417.642.89666666676.48666666671.53864659141.802119123
1:00 AM3.631.144.080.391.621.572.951.19333333331.58357191180.6961561128
6:00 AM4.251.774.390.580.971.653.471.06666666671.47390637420.5415102338
01234
TEMPERATURAExp.10:00 AM1:00 PM7:00 PM1:00 AM6:00 AM
6.867.873.793.634.25
3.354.191.121.141.77
5.035.83.784.084.39
Con.4.099.094.410.390.58
5.0110.17.411.620.97
5.2110.137.641.571.65
pHpH
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DS
10:00 AM8.27.67.98.18.18.27.98.13333333330.30.0577350269
1:00 PM8.67.78.18.58.88.88.13333333338.70.45092497530.1732050808
7:00 PM8.37.57.88.18.88.87.86666666678.56666666670.40414518840.4041451884
1:00 AM7.87.57.87.67.87.87.77.73333333330.17320508080.1154700538
6:00 AM7.87.57.87.57.57.67.77.53333333330.17320508080.0577350269
01234
TEMPERATURAExp.10:00 AM1:00 PM7:00 PM1:00 AM6:00 AM
8.28.68.37.87.8
7.67.77.57.57.5
7.98.17.87.87.8
Con.8.18.58.17.67.5
8.18.88.87.87.5
8.28.88.87.87.6
MONITOREO DIARIO GLOBLAL 05.05.04
PROMEDIOSPromsDesStd
CON FILTRACIONTODpHTODpH
10:00 AM276.718.12757.726.45.87.926.85.847.90.30.860.2
1:00 PM28.98.018.528.94.867.828.36.578.128.76.488.10.31.580.4
7:00 PM29.72.867.829.62.567.629.33.357.729.52.927.70.20.400.1
1:00 AM28.63.5728.73.047.527.84.077.728.43.547.40.50.520.4
6:00 AM27.83.527.727.83.237.627.84.17.827.83.627.70.00.440.1
SIN FITLRACION
10:00 AM25.95.05825.34.25825.34.267.825.54.527.90.30.460.1
1:00 PM27.713.58.927.212.55927.112.459.127.312.839.00.30.580.1
7:00 PM27.87.838.5289.488.727.59.68.827.88.978.70.30.990.2
1:00 AM27.41.827.626.93.997.826.83.37.827.03.047.70.31.110.1
6:00 AM26.70.337.526.20.37.425.80.357.526.20.337.50.50.030.1
MONITOREO DIARIO GLOBLAL 07.05.04
PROMEDIOS
CON FILTRACION
10:00 AM28.56.868.228.73.357.627.95.037.928.45.087.90.41.760.3
1:00 PM30.17.878.630.34.197.729.35.88.129.95.958.10.51.840.5
7:00 PM30.93.798.330.91.127.529.93.787.830.62.907.90.61.540.4
1:00 AM29.73.637.829.41.147.528.94.087.829.32.957.70.41.580.2
6:00 AM28.14.257.827.61.777.527.64.397.827.83.477.70.31.470.2
SIN FITLRACION
10:00 AM27.34.098.126.95.018.126.65.218.226.94.778.10.40.600.1
1:00 PM28.79.098.528.310.18.827.810.138.828.39.778.70.50.590.2
7:00 PM29.54.418.1297.418.829.17.648.829.26.498.60.31.800.4
1:00 AM28.50.397.628.11.627.8281.577.828.21.197.70.30.700.1
6:00 AM27.20.587.526.70.977.526.61.657.626.83333333331.06666666677.53333333330.32145502540.54151023380.0577350269
Temperatura / Mircoles 05.05.04
HoraExperimentalControlValor P
10:00 a.m.26.8 0.325.5 0.30.004
01:00 p.m.28.7 0.327.3 0.30.002
07:00 p.m.29.5 0.227.8 0.30.000
01:00 a.m.28.4 0.527.0 0.30.003
06:00 a.m.27.8 0.026.2 0.50
Temperatura / Viernes 07.05.04
10:00 a.m.28.4 0.426.9 0.40.008
01:00 p.m.29.9 0.528.3 0.50.002
07:00 p.m.30.6 0.629.2 0.30.013
01:00 a.m.29.3 0.428.2 0.3 0.05
06:00 a.m.27.8 0.326.8 0.3 0.05
OD / Mircoles 05.05.04
HoraExperimentalControlValor P
10:00 a.m.5.84 0.864.52 0.46 0.05
01:00 p.m.6.84 1.5812.83 0.580.000
07:00 p.m.2.92 0.408.97 0.990.000
01:00 a.m.3.54 0.523.04 1.11 0.05
06:00 a.m.3.62 0.440.33 0.030.002
OD / Viernes 07.05.04
10:00 a.m.5.08 1.764.77 0.60 0.05
01:00 p.m.5.95 1.849.77 0.59 0.05
07:00 p.m.2.90 1.546.49 1.80 0.05
01:00 a.m.2.95 1.581.19 0.70 0.05
06:00 a.m.3.47 1.471.07 0.54 0.05
pH / Miercoles 05.05.04
HoraExperimentalControlValor P
10:00 a.m.7.9 0.27.9 0.1 0.05
01:00 p.m.8.1 0.49.0 0.10.001
07:00 p.m.7.7 0.18.7 0.20.000
01:00 a.m.7.4 0.47.7 0.1 0.05
06:00 a.m.7.7 0.17.5 0.1 0.05
pH / Viernes 07.05.04
10:00 a.m.7.9 0.38.1 0.1 0.05
01:00 p.m.8.1 0.58.7 0.2 0.05
07:00 p.m.7.9 0.48.6 0.4 0.05
01:00 a.m.7.7 0.27.7 0.1 0.05
06:00 a.m.7.7 0.27.5 0.1 0.05
-
Salinidad
La salinidad es la concentracin de todos los iones disueltos en el agua y es expresado en miligramos por litro (mg/L) o en ppt (partes por mil). La presin osmtica del agua aumenta con la salinidad. Cada especie de pez esta adaptada a una presin osmtica y cambios drsticos de esta puede causar estrs o la muerte.
Para aumentar la concentracin de sal en pequeos tanques, normalmente se utiliza cloruro de sodio (NaCl). Si se quiere disminuir se agrega agua con baja salinidad. El Grado de salinidad en el agua refleja las condiciones geolgicas e hidrolgicas del lugar. Aguas superficiales en reas de alta lluviosidad, usualmente posee
n una baja salinidad (10 a 250 mg/L). En regiones ridas donde la evaporacin excede a la precipitacin, las aguas pueden presentar valores de salinidad entre los 500 y 2.500 mg/L. El agua de mar presenta una salinidad de 35.000 mg/L.
-
Salinidad mxima tolerada por algunas especies de cultivo (Tomado de Boyd and Lichtkoppier, 1979)
-
Turbidez
La turbidez se debe a que el agua presenta material suspendido que interfiere con el paso de luz.
Si la turbidez en una laguna de produccin se debe a organismos planctnicos, esta se encuentra en buen estado, pero si por el contrario la turbidez es por partculas de arcilla, el agua presenta problemas de sedimentos que son dainos para los peces.
La turbidez por arcilla evita la produccin de fitoplancton el cual es requerido para la produccin de oxigeno.
Tambin una alta cantidad de arcilla en el agua puede directamente afectar a los peces.
-
Turbidez
La arcilla en el agua puede ser controlada fertilizando la laguna agregando material orgnico como bosta de vaca, paja etc., o fertilizantes industriales.
Otra forma de disminuir la concentracin de arcillas es precipitndolas usando sulfato de aluminio (Al2(SO4)3).
La turbidez es normalmente medida utilizando un instrumento llamado disco de Secchi. Este instrumento consta de un disco de 20 cm de dimetro que esta pintado con cuadrantes blancos y negros alternados y esta unido a una cuerda calibrada. La turbidez se mide como la profundidad a la cual el disco se pierde de vista.
-
Plancton
Plancton son todos los microorganismos que estn suspendidos en el agua como lo son el fitoplancton, zooplancton y las bacterias. El fitoplancton forma parte de los productores primarios del ecosistema acutico. Utilizan sales inorgnicas, CO2, agua y luz para producir su propia comida.
El zooplancton vive de comer fitoplancton vivo o muerto y de otras partculas suspendidas en el agua. Como plancton se encuentra en la base de la cadena alimenticia, existe una estrecha relacin entre abundancia de plancton y produccin de peces.
-
Produccin de peces vs. concentracin de plancton
-
Plancton Adems de favorecer el crecimiento de los peces, el plancton produce turbidez en el agua la cual previene el crecimiento de otras plantas no deseables. Existe una correlacin entre la visibilidad del disco de Secchi y la abundancia de plancton. En un estanque de produccin se desea tener una visibilidad entre 30 y 60 cm. Cuerpos de agua con densidades planctnicas muy grandes pueden afectar la concentracin de oxgeno disuelto, al consumirlo directamente o por su propia descomposicin, tambin pueden producir substancias que introducen un mal sabor en el tejido de los peces.
Algas verdeazules (Oscillatoria tenuis, Simploca muscorum, y Anabaena sp.) que producen geosmin y metilisoborneol (MIB) son las culpables del sabor a barro en lo pece.
-
BienMal
-
Gase
Solubilidad de algunos gases atmosfricos en agua pura a 10oC CO2 es 30 veces ms soluble que O2
-
-Oxigeno disuelto (O2) El oxgeno es probablemente la variable ms crtica cuando se cultivan peces. La tasa de difusin de oxigeno atmosfrico hacia el agua es lenta por consiguiente la fuente primaria de produccin en un estanque de cultivo es la fotosntesis realizada por el fitoplancton. Las perdidas primarias de oxgeno disuelto en un estanque incluyen la respiracin por plancton, peces, organismos bentnicos y por difusin hacia la atmsfera. En sistemas de produccin, l oxgeno producido por fitoplancton debe ser mayor que el oxgeno consumido por los organismos, de lo contrario la concentracin de oxgeno disuelto bajara a niveles crticos.
-
Saturacin de oxgeno en funcin de la temperatura y la salinidad
-
0 0,3 1,0 2,0 3,0 4,0 5,0Tolerancia de los peces a bajas concentraciones de oxgeno disuelto (mg/L)
-
Oxgeno disuelto en funcin de la concentracin de plancton
-
Es importante tener en cuenta que depende de la especie su sensibilidad a diferentes concentraciones de oxgeno.
-
-Oxigeno disuelto (O2)
En resumen, la concentracin de oxgeno disuelto depende mayoritariamente de la concentracin de fitoplancton que esta directamente relacionada con de la intensidad de la luz. Por esto se observa una marcada fluctuacin en la concentracin de oxgeno disuelto durante un periodo de 24 horas.
-
Concentracin de oxgeno disuelto a lo largo de un da en un estanque de produccin
-
OD, mg/L
Amoniaco
0.0002028990.00020740970.00000978490.00000978490.00001534670.0000153467
0.00012999820.00013089040.00000408840.00000408840.00000777780.0000077778
0.04977449970.02588633950.00169989190.00169989190.01606106970.0160610697
0.00028441550.02948625350.00013308390.00013308390.01516683920.0151668392
0.01369233590.00380147720.01164333490.01164333490.00646717590.0064671759
0.01629011930.00118863480.000746560.000746560.00017450210.0001745021
0.17455885160.04880901670.02930965170.02930965170.01134444190.0113444419
0.21129785950.04580856510.09427065250.09427065250.02802618250.0280261825
0.0873880.0002792810.00741033450.00741033450.00037406570.0003740657
0.04654166670.00105199530.02787834470.02787834470.00034090.0003409
0.02924544070.00093009850.03083839570.03083839570.0007866860.000786686
0.03420137390.01197042640.04180656680.04180656680.00952035830.0095203583
0.03467913330.04467020.04736769210.04736769210.01601465560.0160146556
0.04152065070.05524027560.04088225270.04088225270.01592783560.0159278356
0.01848690.1541420.01169592260.01169592260.04332498760.0433249876
Amoniaco Exp.
Amoniaco Con.
Concentracion (mg/L)
CONCENTRACION DE AMONIACO
Amonio
0.0036257790.0036257790000
0.0021550.0021550000
0.82313733330.8405630.04374293040.04374293040.0055942730.005594273
0.0021550.67808166670.07583170020.075831700200
0.24259666530.2099466640.35707382330.35707382330.2074077120.207407712
0.2555960.18331733330.02670167060.02670167060.01383534710.0138353471
2.74503333332.3676380.55612835740.55612835740.47643052310.4764305231
1.4521011.27416966670.27653419550.27653419550.17075617160.1707561716
0.00619823330.01499933330.01811609670.01811609670.00287214440.0028721444
0.12249983330.10466166670.02641635980.02641635980.08729770320.0872977032
0.45494983330.10639533330.13565297120.13565297120.41211697350.4121169735
0.7959070.30460133330.17407923670.17407923670.53683574320.5368357432
0.89722513330.301460.08174231950.08174231951.010548131.01054813
1.009050.343940.04890082620.04890082621.09372056981.0937205698
0.1504691.44164313330.08766510470.08766510470.12687318050.1268731805
Amonio Exp.
Amonio Con.
Concentracion (mg/L)
CONCENTRACION DE AMONIO
Nitratos
000000
0.1963030.2014021060.01734962090.01734962090.05251462980.0525146298
00.0012746973000.00220784040.0022078404
000000
0.139579347700.07991802680.079918026800
0.00701083330.64086666670.01214311950.01214311950.55500681380.5550068138
0.08795400.07638606730.076386067300
000000
000000
000000
000000
000000
000000
00.6832376167000.23604551010.2360455101
2.60863333332.33396666671.82072374991.82072374991.45445773171.4544577317
Nitratos Exp.
Nitratos Con.
Concentracion (mg/L)
CONCENTRACION DE NITRATOS
Nitritos
0.00924520170.01258591670.00337018290.00337018290.0022325390.002232539
0.01209049830.008681590.00604495370.00604495370.00529869850.0052986985
0.01973351670.00918270730.00619984940.00619984940.00678238420.0067823842
0.06529920670.01864584330.01611911730.01611911730.0026394970.002639497
0.06576544670.01759562270.02581654450.02581654450.00507737970.0050773797
0.09624981330.04766319330.04263877020.04263877020.00512322890.0051232289
0.07854549650.01887891530.0851613560.0851613560.00528027090.0052802709
0.04203083670.02703647170.00646786250.00646786250.01142058330.0114205833
0.05978317330.09789071670.05106696910.05106696910.03816613350.0381661335
0.1057988560.1392966570.0648131250.0648131250.070474630.07047463
0.39882663330.01006098530.54675148030.54675148030.00374612410.0037461241
0.603969740.04847921160.52326850920.52326850920.01189357470.0118935747
1.11523520330.04834302920.8469381250.8469381250.00577008630.0057700863
1.62650066670.04820684671.21775589431.21775589430.00353964050.0035396405
0.41650446670.008584860.36071043370.36071043370.00071205040.0007120504
Nitritos Exp.
Nitritos Con.
Concentracion (mg/L)
CONCENTRACION DE NITRITOS
alcalinidad
2642604444
77.333333333310021.166010488521.16601048858.32666399798.3266639979
6889.333333333316.165807537316.165807537344
64848800
66.66666666678810.583005244310.58300524436.11010092666.1101009266
65.333333333380889.2376043079.237604307
79167.66666666672.08166599952.08166599957.81024967597.8102496759
91.5136.833333333323.239693055923.239693055910.392304845410.3923048454
10410740.706264874140.70626487411313
10711139.849717690339.849717690314.730919862714.7309198627
118.7101.833333333323.304148414723.304148414715.876712506115.8767125061
131.733333333393.33333333335.03322295685.033222956819.334252851719.3342528517
155.9333333333104.466666666712.290375638412.290375638417.711389932317.7113899323
181115.222.666274506422.666274506420.336174664920.3361746649
18816731.012094414931.012094414922.455511572922.4555115729
Alcalinidad Exp.
Alcalinidad Con.
Concentracion (mg/L)
ALCALINIDAD
dureza
500498.6666666667442.30940107682.3094010768
353.3333333333365.333333333311.547005383811.547005383812.858201014712.8582010147
341.3333333333350.66666666676.11010092666.11010092669.2376043079.237604307
364367.33333333334411.015141094611.0151410946
345.33333333333562.30940107682.309401076800
373.3333333333389.33333333332.30940107682.30940107686.11010092666.1101009266
376.33333333333542.08166599952.081665999524.758836806324.7588368063
391.3333333333360.33333333336.02771377336.027713773328.728615235228.7286152352
407.3333333333367.966666666713.203534880213.203534880230.585998975630.5859989756
410371.666666666714.106735979714.106735979729.297326385429.2973263854
424.5666666667380.666666666718.750022222218.750022222231.00537587831.005375878
441.4666666667387.626.41312804926.41312804933.416163753533.4161637535
461.7333333333382.333333333324.100069156224.100069156231.895663237131.8956632371
481.333333333337222.030282189122.030282189136.386810797336.3868107973
431389.333333333321.656407827721.656407827711.372481406211.3724814062
Dureza Exp.
Dureza Con.
Concentracion (mg/L)
DUREZA TOTAL
OD
8.073333333310.00666666670.48644972330.48644972330.46198845580.4619884558
8.53666666679.35666666670.55374482690.55374482690.46014490470.4601449047
7.8411.811.31343062251.31343062250.21633307650.2163330765
7.588.35333333330.70500591010.70500591010.18083141320.1808314132
7.456.920.93552124510.93552124510.30413812650.3041381265
7.85666666678.161.04129726781.04129726780.29484459180.2948445918
7.76666666677.62333333330.1305118130.1305118130.30270998220.3027099822
7.40333333335.94333333330.95756635980.95756635980.60912505560.6091250556
8.566.48333333330.13203534880.13203534880.15132745950.1513274595
9.23333333337.45666666670.77105987660.77105987660.15143755590.1514375559
11.10666666674.56333333330.75035547130.75035547130.43085186940.4308518694
9.44333333333.63333333330.51316014390.51316014390.80754772820.8075477282
7.971.14666666670.25579940060.25579940060.60555759430.6055575943
6.714.452.58215026672.58215026670.62553976690.6255397669
8.90666666675.95666666671.07155650031.07155650030.5873102530.587310253
7.61666666672.13333333330.41633319990.41633319990.92240627350.9224062735
8.49333333337.06666666670.56897568780.56897568781.77271919191.7727191919
7.44333333333.360.80068720480.80068720481.0336504891.033650489
7.336.262.09064583322.09064583320.34394767040.3439476704
6.13333333334.09666666671.72540816431.72540816430.41932485420.4193248542
7.54666666678.921.41361239381.41361239380.77216146840.7721614684
4.922.77666666670.29143323990.29143323990.50029991010.5002999101
5.452.53666666670.62803927690.62803927690.150.15
5.80333333336.840.29137604570.29137604570.51286775420.5128677542
4.50333333334.76666666670.59651767230.59651767230.78232559290.7823255929
7.7711.74666666671.08744348511.08744348510.44799553570.4479955357
5.26666666675.80.43588989440.43588989441.00166528011.0016652801
4.38333333330.83333333330.145716620.145716620.28728615240.2872861524
4.20666666671.29666666670.08962886440.08962886440.78621455930.7862145593
5.084.770.59732738090.59732738091.75553410681.7555341068
OD Exp.
OD Con.
Concentracion (mg/L)
OXIGENO DISUELTO
Temp.
28.333333333327.16666666670.28867513460.28867513460.57735026920.5773502692
28270.50.500
27.166666666726.43333333330.57735026920.57735026920.51316014390.5131601439
26.366666666725.86666666670.32145502540.32145502540.15275252320.1527525232
25.933333333325.30.50332229570.50332229570.10.1
26.626.70.45825756950.45825756950.87177978870.8717797887
27.366666666727.43333333330.15275252320.15275252320.05773502690.0577350269
26.633333333325.56666666670.40414518840.40414518840.30550504630.3055050463
26.0333333333250.30550504630.30550504630.10.1
26.525.40.34641016150.34641016150.00000047680.0000004768
26.833333333324.56666666672.05507501892.05507501890.15275252320.1527525232
26.933333333325.80.45092497530.45092497530.17320508080.1732050808
27.433333333326.30.50332229570.50332229570.17320508080.1732050808
27.826.60.43588989440.43588989440.65574385240.6557438524
27.426.63333333330.45825756950.45825756950.05773502690.0577350269
27.933333333326.83333333330.41633319990.41633319990.23094010770.2309401077
28.6280.85440037450.85440037450.10.1
28.8333333333280.40414518840.40414518840.10.1
27.666666666726.70.40414518840.40414518840.17320508080.1732050808
27.066666666726.10.40414518840.40414518840.26457513110.2645751311
26.566666666725.50.25166114780.25166114780.17320508080.1732050808
27.225.86666666671.49331845231.49331845230.15275252320.1527525232
26.266666666725.13333333330.20816659990.20816659990.51316014390.5131601439
26.525.20.34641016150.34641016150.10.1
2826.73333333330.34641016150.34641016150.15275252320.1527525232
29.128.20.75498344350.75498344350.36055512750.3605551275
28.233333333327.40.37859388970.37859388970.10.1
28.066666666726.90.25166114780.25166114780.50.5
27.733333333326.63333333330.23094010770.23094010770.35118845840.3511884584
28.366666666726.93333333330.41633319990.41633319990.35118845840.3511884584
Temperatura Exp.
Temperatura Con.
C
TEMPERATURA
pH
7.57.8333333333000.28867513460.2886751346
7.666666666780.28867513460.288675134600
7.66666666678.16666666670.28867513460.28867513460.57735026920.5773502692
7.66666666678.33333333330.28867513460.28867513460.28867513460.2886751346
88.3333333333000.28867513460.2886751346
880000
880000
87.6666666667000.28867513460.2886751346
87.50000
8.33333333337.83333333330.28867513460.28867513460.28867513460.2886751346
87.50000
87.50000
870000
87.6666666667000.28867513460.2886751346
87.50000
7.83333333337.50.28867513460.288675134600
8.33333333337.66666666670.28867513460.28867513460.28867513460.2886751346
7.83333333337.66666666670.28867513460.28867513460.28867513460.2886751346
8.166666666780.28867513460.28867513460.50.5
87.8333333333000.28867513460.2886751346
8.16666666678.33333333330.28867513460.28867513460.28867513460.2886751346
7.83333333337.33333333330.28867513460.28867513460.28867513460.2886751346
87.50000
7.66666666677.83333333330.28867513460.28867513460.28867513460.2886751346
87.50000
88.1666666667000.28867513460.2886751346
7.88.26666666670.17320508080.17320508080.25166114780.2516611478
87.50000
7.66666666677.50.28867513460.288675134600
7.98.13333333330.30.30.05773502690.0577350269
pH Exp.
pH Con.
pH
Alim.
4559.22012.513972.4978.1
Alimento Consumido Exp
Alimento Consumido Con.
Biomasa Incrementada Exp.
Biomasa Inc. Con.
gramos
ALIMENTO CONSUMIDO - BIOMASA INCREMENTADA
peso
29.1730.52069.3641.57
Inicio Exp.
Inicio Con.
Final Exp.
Final Con.
gramos
PESO PROMEDIO POR PEZ
Long. Est.
92.4793.780123.71105.24
Inicio Exp.
Inicio Con.
Grupo s/filtracion
Final Exp.
Final Con.
mm
LONGITUD ESTANDAR PROMEDIO
Long. Tot
121.47123.760148.51131.2
Inicio Exp.
Inicio Con.
Grupo s/filtracion
Final Exp.
Final Con.
gramos
LONGITUD TOTAL PROMEDIO
5.5T
26.825.50.34641016150.34641016150.34641016150.3464101615
28.727.33333333330.32145502540.32145502540.34641016150.3464101615
29.533333333327.76666666670.25166114780.25166114780.20816659990.2081665999
28.366666666727.03333333330.32145502540.32145502540.49328828620.4932882862
27.826.23333333330.45092497530.450924975300
Temperatura Exp.
Temperatura Con.
C
5.5.04
OD 5.5
4.520.45902069670.4590206967
12.83333333330.57951128840.5795112884
8.970.98909049130.9890904913
3.03666666671.10870795671.1087079567
0.32666666670.02516611480.0251661148
OD Con.
5.5pH
7.97.93333333330.11547005380.11547005380.20.2
8.133333333390.10.10.35118845840.3511884584
7.78.66666666670.15275252320.15275252320.10.1
7.47.73333333330.11547005380.11547005380.36055512750.3605551275
7.77.46666666670.05773502690.05773502690.10.1
pH Exp.
pH Con.
Hoja1
PROMEDIOSBIOMASA INCREMENTADA (gr)ALIMENTO CONSUMIDO (gr)CONVERSION DE ALIMENTOMORTALIDAD
Grupo c/filtracion3972,4 605,484559,2 677,211,15 0,041
Grupo s/filtracion978,1 62,922012,5 238,092,05 0,193
3972.44559.2
978.12012.5
Peso Promedio por PezLongitud Estandar Promedio por PezLongitud Total Promedio por Pez
PROMEDIOSInicioFinInicioFinInicioFin
Grupo c/filtracion29,17 1,6069,36 7,7792,47 1,27123,71 4,20121,47 2,59148,51 5,00
Grupo s/filtracion30,52 1,9241,57 1,6393,78 1,93105,24 2,44123,76 3,10131,20 3,93
29.1769.3692.47123.71121.47148.51
30.5241.5793.78105.24123.76131.2
PROMEDIOSOXIGENO DISUELTOpHTEMPERATURAALCALINIDADDUREZA
Grupo c/filtracion7,21 0,087,93 0,0327,38 0,22117,48 8,20406,83 9,563972.4
Grupo s/filtracion5,84 0,357,78 0,0826,40 0,08120,38 8,33379,55 16,53978.1
AmonioNitrito
ExperimentalControlExperimentalControl
10.030,0036 0,00000,0036 0,00000,0092 0,00340,0126 0,0022
23.030,0022 0,00000,0022 0,00000,0121 0,00600,0087 0,0053
25.030,8231 0,00560,8406 0,04370,0197 0,00620,0092 0,0068
29.030,0022 0,00000,6871 0,07580,0653 0,01610,0186 0,0026
30.030,2426 0,20740,2099 0,35710,0658 0,02580,01760 0,0051
1.040,2556 0,01380,1833 0,02670,0962 0,04260,0477 0,0051
5.042,7450 0,47642,3676 0,55610,0785 0,08510,0189 0,0053
7.041,4521 0,17081,2742 0,27650,042 0,00650,0270 0,0114
13.040,0062 0,00290,0150 0,01810,0598 0,05110,0979 0,0382
15.040,1225 0,08730,1047 0,02640,1058 0,06500,1393 0,0705
20.040,4549 0,41210,1064 0,13570,3988 0,54680,0101 0,0037
22.040,7959 0,53680,3046 0,17410,6040 0,52330,0484 0,0119
27.040,8972 1,01050,3015 0,08171,1152 0,84700,0483 0,0058
29.041,0091 1,09370,3439 0,04891,6265 1,21780,0482 0,0035
06.050,1505 0,12691,4416 0,08770,4165 0,36070,0086 0,0007
AMONIACOAmoniacoAmoniaco
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSDiaExperimentalControlValor P
10.030.00021121160.00019211550.000205370.0002111550.0001905370.0002205370.0002028990.00020740970.00000978490.000015346710.030.0002 0.00000.0002 0.0000
23.030.00012553740.00013356690.00013089040.00012732170.00012553740.00013981210.00012999820.00013089040.00000408840.000007777823.030.0001 0.00000.0001 0.0000
25.030.05124698540.05016229940.04791421430.01618235160.01705138980.04442527710.04977449970.02588633950.00169989190.016061069725.030.0498 0.00170.0259 0.0161
29.030.00013089040.00036699650.00035535950.0420567210.0126406920.03376134760.00028441550.02948625350.00013308390.015166839229.030.0003 0.00010.0295 0.015210.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
30.030.01974325560.0210643290.00026942320.01126912860.00006715870.00006814410.01369233590.00380147720.01164333490.006467175930.030.0137 0.01160.0038 0.00650.00021121160.00012553740.05124698540.00013089040.01974325560.01687330080.18490982520.10623143860.0846390.0785470.06246886550.0100397110.00595090.01463193720.0186017
1.040.01687330080.01544873190.01654832510.00123366850.00133620610.00099602980.01629011930.00118863480.000746560.00017450211.040.0163 0.00070.0012 0.00020.00019211550.00013356690.05016229940.00036699650.0210643290.01544873190.1972885380.28848347990.095780.033530.00153599510.010088980.0893510.08856718590.030125
5.040.18490982520.1972885380.14147819160.039680360.04523718610.0615095040.17455885160.04880901670.02930965170.01134444195.040.1746 0.02930.0488 0.01130.000205370.00013089040.04791421430.00035535950.00026942320.01654832510.14147819160.239178660.0817450.0275480.02373146160.08247543070.00873550.0213628290.006734
7.040.10623143860.28848347990.239178660.02397687660.07741256870.036036250.21129785950.04580856510.09427065250.02802618257.040.2113 0.09420.0458 0.02800.0002111550.00012732170.01618235160.0420567210.01126912860.00123366850.039680360.02397687660.0007111760.000915590.0010925640.02292295620.027060.03743580.1092
13.040.0846390.095780.0817450.0007111760.0000683510.0000583160.0873880.0002792810.00741033450.000374065713.040.0874 0.00740.0003 0.00040.0001905370.00012553740.01705138980.0126406920.00006715870.00133620610.04523718610.07741256870.0000683510.0014399760.0000748640.00731195830.04858860.0681358120.157581
15.040.0785470.033530.0275480.000915590.0014399760.000800420.04654166670.00105199530.02787834470.000340915.040.0465 0.02790.0011 0.00030.0002205370.00013981210.04442527710.03376134760.00006814410.00099602980.0615095040.036036250.0000583160.000800420.00162286740.00567636480.0583620.06014921490.195645
20.040.06246886550.00153599510.02373146160.0010925640.0000748640.00162286740.02924544070.00093009850.03083839570.00078668620.040.0292 0.03080.0009 0.0008
22.040.0100397110.010088980.08247543070.02292295620.00731195830.00567636480.03420137390.01197042640.04180656680.009520358322.040.0342 0.04180.0120 0.0095
27.040.00595090.0893510.00873550.027060.04858860.0583620.03467913330.04467020.04736769210.016014655627.040.0347 0.04740.0447 0.0160
29.040.01463193720.08856718590.0213628290.03743580.0681358120.06014921490.04152065070.05524027560.04088225270.015927835629.040.0415 0.04090.0552 0.0159
06.050.01860170.0301250.0067340.10920.1575810.1956450.01848690.1541420.01169592260.043324987606.050.0185 0.01170.1541 0.0433
AMONIOAmonio
experimentalescontrolExp-PromCon-PromExp-DSCon-DS
10.030.0036257790.0036257790.0036257790.0036257790.0036257790.0036257790.0036257790.00362577900
23.030.0021550.0021550.0021550.0021550.0021550.0021550.0021550.00215500
25.030.8268310.825880.8167010.8226920.8904120.8085850.82313733330.8405630.0055942730.0437429304123456789101112131415
29.030.0021550.0021550.0021550.759750.66460.6098950.0021550.678081666700.075831700210.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
30.030.34630.37770.0037899960.622260.0037899960.0037899960.24259666530.2099466640.2074077120.3570738233AmonioExperimental0.0036257790.0021550.8268310.0021550.34630.25682.81421.477160.004540.22240.894380.4847760.28734540.22410.2849
1.040.25680.2411980.268790.1879160.2074210.1546150.2555960.18331733330.01383534710.02670167060.0036257790.0021550.825880.0021550.37770.2411983.18311.6089430.00951470.08420550.07706950.4871552.06372.258330.133682
5.042.81423.18312.23781.9162.1981142.98882.74503333332.3676380.47643052310.55612835740.0036257790.0021550.8167010.0021550.0037899960.268792.23781.27020.004540.0608940.39341.415790.340630.544720.032825
7.041.477161.6089431.27021.064221.1707891.58751.4521011.27416966670.17075617160.2765341955Control0.0036257790.0021550.8226920.759750.622260.1879161.9161.064220.0359180.0787340.055180.4172210.20980.29021.388202
13.040.004540.00951470.004540.0359180.004540.004540.00619823330.01499933330.00287214440.01811609670.0036257790.0021550.8904120.66460.0037899960.2074212.1981141.1707890.004540.103710.0038060.3924830.36680.385821.5428164
15.040.22240.08420550.0608940.0787340.103710.1315410.12249983330.10466166670.08729770320.02641635980.0036257790.0021550.8085850.6098950.0037899960.1546152.98881.58750.004540.1315410.26020.10410.327780.35581.393911
20.040.894380.07706950.39340.055180.0038060.26020.45494983330.10639533330.41211697350.1356529712
22.040.4847760.4871551.415790.4172210.3924830.10410.7959070.30460133330.53683574320.1740792367
27.040.28734542.06370.340630.20980.36680.327780.89722513330.301461.010548130.0817423195
29.040.22412.258330.544720.29020.385820.35581.009050.343941.09372056980.0489008262
06.050.28490.1336820.0328251.3882021.54281641.3939110.1504691.44164313330.12687318050.0876651047
NITRATOSNitratosNitratos
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSFechaExperimentalControlValor P
10.0300.00000.00000.00000.00000.0000000010.030.0000 0.00000.0000 0.0000
23.030.1835560.18930.21610.26200.17400.16830.1963030.2014021060.01734962090.052514629823.030.1963 0.01730.2014 0.0525
25.0300.00000.00000.00380.00000.000000.001274697300.002207840425.030.0000 0.00000.0013 0.0022
29.0300.00000.00000.00000.00000.0000000029.030.0000 0.00000.0000 0.000010.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
30.030.04970.16630.20270.00000.00000.00000.139579347700.0799180268030.030.1396 0.07990.0000 0.000000.183556000.049713193100.13766700000004.7055
1.0400.02100.00000.00000.96130.96130.00701083330.64086666670.01214311950.55500681381.040.0070 0.01210.6409 0.555000.189292000.166347990.02103250.12619500000001.6921
5.040.1376670.12620.00000.00000.00000.00000.08795400.076386067305.040.0880 0.07640.0000 0.000000.216061000.202676860000000001.4283
7.040.00000.00000.00000.00000.00000.000000007.040.0000 0.00000.0000 0.000000.261950280.003824091800000000000.5105161.7227
13.040.00000.00000.00000.00000.00000.0000000013.040.0000 0.00000.0000 0.000000.1739960000.961300000000.952198853.9943
15.040.00000.00000.00000.00000.00000.0000000015.040.0000 0.00000.0000 0.000000.1682600380000.961300000000.5869981.2849
20.040.00000.00000.00000.00000.00000.0000000020.040.0000 0.00000.0000 0.0000
22.040.00000.00000.00000.00000.00000.0000000022.040.0000 0.00000.0000 0.0000
27.040.00000.00000.00000.00000.00000.0000000027.040.0000 0.00000.0000 0.0000
29.040.00000.00000.00000.51050.95220.587000.683237616700.236045510129.040.0000 0.00000.6832 0.2360
06.054.70551.69211.42831.72273.99431.28492.60863333332.33396666671.82072374991.454457731706.052.6086 1.82072.3340 1.4545
NITRITOSNitritos
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DS
10.030.00559370.01223630.0099056050.011537110.015149740.01107090.00924520170.01258591670.00337018290.002232539
23.030.013052090.017597020.0056223850.0056223850.01480.0056223850.01209049830.008681590.00604495370.0052986985
25.030.026220720.019111990.013867840.0052668960.0052668960.017014330.01973351670.00918270730.00619984940.0067823842
29.030.055587920.0839060.05640370.021442720.018296240.016198570.06529920670.01864584330.01611911730.00263949710.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
30.030.04020510.091830780.065260460.0188780.0120.0219088680.06576544670.01759562270.02581654450.00507737970.00559370.013052090.026220720.055587920.04020510.053723340.1766690.042069680.1186340.181.025871111.0598991.58122552.1025520.695607
1.040.053723340.1390.09602610.046148460.0533730.043468120.09624981330.04766319330.04263877020.00512322890.01223630.017597020.019111990.0839060.091830780.1390.03507750.048479190.033562520.077147180.021675790.032630220.137630110.242630.5447
5.040.1766690.03507750.02388998950.016431650.0152662860.024938810.07854549650.01887891530.0851613560.00528027090.0099056050.0056223850.013867840.05640370.065260460.09602610.02388998950.035543640.0271530.0602493880.1489330.719381.626852.534320.0092064
7.040.042069680.048479190.035543640.030765640.014217450.0361263250.04203083670.02703647170.00646786250.01142058330.011537110.0056223850.0052668960.021442720.0188780.046148460.016431650.030765640.0597830.0668919710.00734180.04801310.046148050.0442830.00920639
13.040.1186340.033562520.0271530.0597830.097774150.1361150.05978317330.09789071670.05106696910.03816613350.015149740.01480.0052668960.018296240.0120.0533730.0152662860.014217450.097774150.143330.0085071660.03682554480.04399254250.051159540.00780795
15.040.180.077147180.0602493880.0668919710.143330.2076680.1057988560.1392966570.0648131250.070474630.01107090.0056223850.017014330.016198570.0219088680.043468120.024938810.0361263250.1361150.2076680.014333990.060598990.0548884950.0491780.00874024
20.041.025871110.021675790.1489330.00734180.0085071660.014333990.39882663330.01006098530.54675148030.0037461241
22.041.0598990.032630220.719380.04801310.03682554480.060598990.603969740.04847921160.52326850920.0118935747
27.041.58122550.137630111.626850.046148050.04399254250.0548884951.11523520330.04834302920.8469381250.0057700863
29.042.1025520.242632.534320.0442830.051159540.0491781.62650066670.04820684671.21775589430.0035396405
06.050.6956070.54470.00920640.009206390.007807950.008740240.41650446670.008584860.36071043370.0007120504
AlcaliNidadAlcalinidadAlcalinidad
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSDiaExp-PromCon-PromValor P
10.032642602682602642562642604410.03264.0 4.0260.0 4.0
23.03848068921248477.33333333331008.326663997921.166010488523.0377.3 8.3100.0 21.2
25.0372686492104726889.3333333333416.165807537325.0368.0 4.089.3 16.210.0323.0325.0329.0330.031.045.047.0413.0415.0420.0422.0427.0429.0406.05
29.0364646484927664840829.0364.0 0.084.0 8.026484726472767485.59799110.5122155.2188.4191.5
30.03726860841008066.6666666667886.110100926610.583005244330.0366.7 6.188.0 10.626080686468607585.59698108.6119.2138.6158164
1.0476606080887265.3333333333809.23760430781.0465.3 9.280.0 8.0268686464606088103.5119124137154174196.6208.5
5.0474758817016616779167.66666666677.81024967592.08166599955.0479.0 7.8167.7 2.12609292848480170150.5131133113.594118141.2198.5
7.0485.585.5103.5150.511015091.5136.833333333310.392304845423.23969305597.0491.5 10.4136.8 23.22641241049210088166110606575889499.6166
13.049796119131601301041071340.706264874113.04104.0 13.0107.0 40.7256847276807216715013013511798101.4104.8136.5
15.0499981241336513510711114.730919862739.849717690315.04107.0 14.7111.0 39.8
20.04110.5108.6137113.575117118.7101.833333333315.876712506123.304148414720.04118.7 15.9101.8 23.3
22.04122119.2154948898131.733333333393.333333333319.33425285175.033222956822.04131.7 19.393.3 5.0
27.04155.2138.617411894101.4155.9333333333104.466666666717.711389932312.290375638427.04155.9 17.7104.5 12.3
29.04188.4158196.6141.299.6104.8181115.220.336174664922.666274506429.04181.0 20.3115.2 22.7
06.05191.5164208.5198.5166136.518816722.455511572931.012094414906.05188.0 22.5167.0 31.0
Dureza totalDurezaDureza Total
EXPERIMENTALESCONTROLESExp-PromCon-PromExp-DSCon-DSDiaExperimentalControlValor P
10.03500496504500496500500498.666666666742.309401076810.03500.0 4.0498.7 2.3
23.0336034036036