nº02 - primera unidad qa/qc
DESCRIPTION
Descripción general de los módulos y aprendizajes esperados para el ramo de Control de Calidad y QA/QC, pasando por conceptos y características para realizar los diferentes tipos de muestreos en cada tipo de roca que podemos encontrar, señalando las etapas iniciales para realizar un control con las exigencias encontradas en las grandes mineras.TRANSCRIPT
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Muestras, Muestreo, Tcnicas y ProcedimientosTCNICAS DE MUESTREO Y QAQC
PRIMERA UNIDADS. Delgado/ M. Garca
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MUESTRAConcepto.-
Caractersticas: Representatividad Reproducibilidad Trazabilidad Tamao adecuado
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Es lo mismo tomar una muestra ?
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EL MUESTREOConcepto.- Ejercicio prctico
Utilizando este tipo de dulces, siga los siguientes pasos:Uno de los compaeros, sacar una muestra.Hacer grupos de 4 personas y tomar una muestra de la bolsaCuantificar el total de dulces tomados y separar por colorRegistrar los datos.
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Caractersticas- Es secuencial - Posee representatividad - Posee trazabilidad - Genera registros en cada etapa - Sirve para evaluar desviaciones de las muestras - Es una herramienta para determinar el tamao real de una poblacin
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TIPOS DE MUESTRAS1 - Muestras de estructuras2- Muestras de sondajes:3- DDH (testigos de roca, rechazos, pulpas)4- Ar (testigos de polvo, rechazos, pulpas)5- Convencionales (testigos de polvo, pulpa)6- Cortes de camino7- Afloramientos8- Muestras de suelo (superficie calicatas)9- Muestras de agua
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Repaso breveRoca o suelo?. Diferencias SueloRoca
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Muestras de estructuras Vetas Fallas Diques
Cmo se diferencian?Cmo se muestrean?Por qu muestrearlas as?
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Veta: en geologa, masa tubular de materia mineral, depositada en fisuras, grietas o hendiduras de un cuerpo rocoso, y de composicin distinta que la de la sustancia en la que est incrustada. La mayora de las vetas son el resultado de la precipitacin gradual de sustancias transportadas por agua o gas subterrneo despus de la formacin del material circundante. Las vetas tienen tamaos que van desde el de pequeas grietas, que pueden estar contenidas en una sola muestra de roca, hasta decenas de metros. Las vetas de cuarzo y de otros materiales tambin pueden formarse cuando se inyectan fluidos magmticos (magma) en fisuras abiertas por intrusin de cuerpos grandes de roca gnea. Esta estructura, en capas estratificadas muy juntas, se conoce como Filn. Muchos metales y minerales valiosos se encuentran en vetas de rocas gneas y rocas sedimentarias. En el interior de las vetas. En minera, la materia mineral sin valor asociada a las menas se llama ganga. Se encuentran diversos metales en las vetas, en general, en combinaciones qumicas que forman minerales, pero tambin, como el oro y el platino, en estado puro o nativo. El oro suele encontrarse en vetas de cuarzo, la ganga ms comn.Vetas de Fe-Cu Sector Cerro Blanco, Regin de Atacama
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Cmo se determina que se trata de una estructura?Criterios generales
Debe contener a lo menos 1 plano.Presencia de relleno.Discordancia relativa a la roca de caja.Interrupcin de la homogenizacin litolgica.
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Fallas : Son resultado de las fuerzas tectnicas en el interior de la corteza terrestre. La acumulacin de la fuerza y la liberacin provocan movimientos o desplazamientos en las rocas. Fallas tectnicas se manifiestan en planos tectnicos y en zonas de rocas intensamente fracturadas (= Zona de falla).producen varios fenmenos en las rocas comoestras, rocascataclsticasentre otras. Algunas veces las rocas en la zona de la falla sufrieron una fuerte alteracin hidrotermal, especialmente los minerales se cambiaron principalmente a arcillas.
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Losdiquesse forman cuando las intrusiones se sitan cortando oblicuamente a las rocasencajantes(que les rodean), es decir, es un filn estril que aflora y construye un muro en medio de otras formaciones rocosas. El tamao de los diques es muy variable, lo mismo pueden tener espesores de escasos centmetros, como decenas de metros.Por su parte, losfilones, tambin llamadossills, son formaciones originadas por acumulacin de los minerales en grietas o fisuras de las rocasencajantes, pero situados paralelamente a ellas (por esa razn se llamanconcordantes); se suelen forman tras el enfriamiento de una solucin hidrotermal que ascendi por las grietas durante un proceso geolgico de metamorfismo. Al igual que los diques, los filones pueden tener espesores variables entre centmetros y decenas de metros.ClasificacinLas rocas filonianas se clasifican atendiendo a su textura y composicin qumica. Se distinguen: prfidos,aplitas,pegmatitasylamprfidos.
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Cmo muestrear una estructura o dique?Supongamos, lo siguiente:cmo hacemos un muestreo representativo en ambos casos?
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VETAS
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Veta en terreno
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MAGNETITA CON MARTITATIPOS DE MINERALIZACION
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MAGNETITA CON PIRITA
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MAGNETITA
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PIRITA
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Tipos de muestras geolgicasMuestras de SondajesTipo DDH
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Tipos de muestras geolgicasMuestra de colpas o de mano
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Tipos de muestras geolgicasMuestras de Sondajes tipo polvo o cutting
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Tipos de muestras geolgicASMuestras de vetas
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Tipos de muestras geolgicaSMuestras de cortes de camino
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Precisin: Capacidad de repetir de manera consistente un resultado de una Medicin o anlisis en condiciones similares
Exactitud: Es la proximidad de una medicin a una valor real o aceptado como real
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Error: Cmo lo definimos? Dependiendo del proceso, la especie o la variable, este concepto puede ser tan subjetivo como el concepto de calidad.
En trminos generales, podemos definir el error como una desviacin obtenida de una medida o un resultado esperado.
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Medida de la incertidumbre de la medicin.Al medir la variabilidad de un conjunto de resultados, estamos analizando cuan dispersos o concentrados estn estos de un valor referencial.
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Anlisis de los posibles errores en la cadena de valoR de una muestra geolgicaMuestra de TestigoRecuperacinregularizacinMarcacin de muestreo (densidad; metalrgico)Parmetros o registro geotcnicoRegistro geolgicoFotografa de sondajeRayadoCortePreparacin de muestras para envos
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Principales tipos de erroresVariabilidad a pequea escalaVariabilidad a gran escalaOptimizacin del Protocolo de MuestreoImplementacin del Protocolo de MuestreoPreservacin de Integridad de las MuestrasError AnalticoError FundamentalError Segregacin y AgrupamientoError de Delimitacin Error de Extraccin Errores de PreparacinError de InterpolacinError PeridicoError de PonderacinEn TiempoEn EspacioContaminacinPrdidasAlteracinHumanosFraudeTomado de Curso de muestreo, U, de Chile
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TACOS
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CORTETESTIGO
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CAJASROTAS
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CAJAS NO MUESTREADAS
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INFLUENCIA DE MUESTRAS
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CAJAS MALROTULADAS
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DELIMITACIN
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CAJAS CON REPOLLITOS
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Ejemplos
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Ejemplo
Grfico1
95.5
95.9
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96
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95.1
95.8
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Man
Envo DDH
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Control Granulometrico -# 2.0mm
Estndares
Estndar de Ley altaEstndar de Ley MediaEstndar de Ley Baja
Cu TotalCu SolubleConsumo AcidoCarbonatoCu TotalCu SolubleConsumo AcidoCarbonatoCu TotalCu SolubleConsumo AcidoNitratoCarbonato
Lote%%Kg/Ton%Lote%%Kg/Ton%Lote%%Kg/Ton%%ElementosEstndarRango de ControlResultadosN% Dentro del RangoCalificacin
1972.472.4062.30661362231971.46868860611.305642871447.05819956010.211970.50056575530.258010116425.0894534448
Lim SupLim InfMediaMximoMnimoMedia
1982.472.3363.18080102331981.50804042621.352698032248.29639077020.21980.47138308170.253996072224.7177517919
1992.492.3162.02873954291991.51644626451.310481020752.35581334240.221990.47577106990.257295828726.0052293431CuTLey Alta2.512.412.462.512.432.4781100Conforme
2002.492.3461.93329736432001.52370066941.327347889552.05517605420.222000.4590.247921227627.2645438097Ley Media1.531.471.51.521.471.5081100
2012.452.3161.97850279462011.51614841341.353448827450.03093802510.222010.44725109080.243955725326Ley Baja0.510.430.470.500.440.4781100
2022.512.2763.16691430062021.50679496081.356580538847.80731640360.232020.45148710770.260247528224.7874356437CuSolLey Alta2.412.262.342.402.262.3281100Conforme
2032.472.3261.51865448952031.50194474921.369627353850.56612091180.22030.47776831680.257298890823.5043275467Ley Media1.391.311.351.381.311.3481100
2042.482.3061.44358392292041.51445144511.362221622549.72380712490.212040.47245203420.253690261924.2302315537Ley Baja0.270.230.250.260.240.2581100
2052.502.3563.69814415812051.48169472951.348724767846.42202954980.212050.46500348710.264080747124.3357567749H2SO4Ley Alta64596164596281100Conforme
2062.452.3062.37122277052061.48481215031.324979765648.17795209690.222060.45527071490.256269489125.5983153754Ley Media53464953464981100
2072.482.2962.60016558342071.49626166351.361807588950.78255757440.22070.45995731160.240912134125.3340092133Ley Baja28242628242681100
2082.492.3261.89933870012081.52281746031.35031440948.30254536760.222080.47101476750.248972162125.4447062109CO3Ley MediaConforme
2092.492.3761.18500630332091.50374690561.331999599447.77889424610.212090.45910260190.26224825.893267120.240.170.210.240.200.2181100
2102.502.3261.54158862372101.4901281.344592123350.349716490.212100.46622598760.244977566424.744419264
2112.452.3263.6962951162111.50057749851.333881223848.24824081580.222110.44808902610.261353912625.7733838858
2122.4601252.347944632561.62104058952121.47647647651.344948931849.18079216360.232120.47728585660.248370079125.58114623
2132.47159900992.320290287661.5591259142131.50146297591.369963184147.9169108060.232130.47776499750.249445063325.5590128093
2142.50860372072.275095233861.28565823812141.47518984811.33051149.80306240.212140.4682011740.250872055325.5270132233
2152.482.3363.73445525952151.49732788681.366263231549.67613900540.212150.46996816870.245404839126.726004889Max0.002.396164610964.5770125586Max1.52409440941.37780200220.2433
2162.45922172842.315626249360.49858594392161.51336316631.321380572446.75827328250.222160.46499450050.256938334824.7210549788Min0.002.2557658.6166164657Min1.46868860611.30415178440.2
2172.47777535012.365589588460.3999192562171.50386184931.350877000849.70478192010.222170.47141115330.253190662624.8593239083Media0.002.320121920561.7494757857Media1.49772759681.34447121230.214608642
2182.48750716622.298105378962.48407918422181.51034806961.365512933348.04529948430.222180.4756775420.253236079327.2215321208N818181Max0.50056575530.264080747130.2458117826
2192.49038453842.310622233359.70927948272191.51116789061.345477724848.11075884190.212190.48651263030.253758578424.3680642649Min0.44464787340.236364727223.3261528774
2202.47779582142.323482962661.61735901062201.49139948091.356629493250.43478100170.212200.47491278490.249227522525.5834380823Media0.46870629210.251916699225.6086182075
2212.48828362632.330220796260.38399552212211.49077230491.346599642246.68119084980.212210.48342762890.247283108724.2885404584
2222.43150779382.318195992262.34459047522221.48614615621.337006685847.37810059660.212220.48228089440.254008257424.943819416
2232.492.3160.60265122231.48923439221.359096064349.21758923950.222230.4727780.250183587627.0747918843
2242.46073280612.301801010160.11016080812241.48916158691.35270308149.14294899730.222240.47838270620.258391832224.5793372133
2252.43423943382.285827471864.49699760212251.49266593911.352114421649.2690471060.232250.45831172720.239822230224.9813634482
2262.48367472272.304479043862.79236150542261.48175864831.320603818946.71353416380.22260.48770548970.240003598324.7236969234
2272.45893204862.339931485762.11984026612271.48335671341.339925503250.94334219730.212270.46957312810.259720410626.0861764559
2282.462.3259.86013859212281.48998504041.343292512748.33674578160.212280.46624913010.251634665325.4586723085
2292.492.3262.44356498542291.49273053181.329265893949.79490447090.212290.47588948520.258147500925.3488340341
2302.502.3161.63851612542301.47792707291.323577810148.90826909680.222300.48314877510.249641947825.7335136856
2312.44658190952.363870980660.88436067052311.49100059921.367549569548.13766517680.212310.46219896330.252987410423.5855119866
2322.472.2863.33453771972321.49655775381.317934103346.8287008050.212320.46557054360.263726539126.9065607008
2332.48498903952.332070030962.86372449022331.50432416271.341483096248.47158772490.212330.4651911970.25864109927.7814428986
2342.432.3362.81255355712341.49427116611.361278522449.13361678310.222340.46671324480.247354476224.7047494651
2352.42537291172.2557659.8925522351.51853289861.320300240951.40223081770.232350.49999800760.263809799824.5925335039
2362.5099819352.379564166162.52056112872361.52326701991.360987422149.83445810860.212360.47173904360.24571945926.8266912088
2372.502.3361.53443299382371.50281870531.355903749349.32512904310.212370.46905209980.249916464125.6178597757
2382.49066898952.315754495561.56540758442381.50390297251.353569572749.13115241640.212380.460827270.251169719326.1722514596
2392.472.3159.90038945252391.49427116611.361278522449.13361678310.24332390.46592156470.24704683124.5645987488
2402.502.2961.825316482401.50345379921.341397902951.07981265790.222400.47332262280.245875739926.3235732776
2412.472.3761.05413085162411.49388928171.346066023450.33297235140.212410.48407121360.243189521625.2207745638
2422.492.3362.14667492852421.49975614611.359219819249.69399730280.222420.47625770530.251434540924.865131158
2432.43823916292.264822110761.35822660242431.49761207411.345756446549.33963036780.212430.44464787340.2579002126.6364136066
2442.48669515952.300071071861.25643299732441.49270733171.377802002249.48090928180.212440.46595659960.248198878224.5247558813
2452.442.3561.19409484872451.48250888881.367513502749.81832238450.232450.46263843320.246618615926.7297487829
2462.482.3062.87320322461.4819661.330948.46476080.212460.44968889330.243834825926.7054712597
2472.442.3860.63149381992471.50915968061.368269576749.71237158730.222470.45555877360.242101947825.4296809183
2482.49805853462.342840441362.69144311122481.52409440941.339130043652.80200161550.212480.4944093940.256716731325.6411664813
2492.482.3561.02582491.51251.326949.1250.21249.48.010.248726.025
2502.462.3161.38222272512501.48890011891.317900796545.81892721150.222500.45830505090.24821664223.5689663721
2512.48740371182.339929194561.58961026172511.491061.330837506448.50326426580.22510.46586869890.24382625.540032
2522.462.3261.04158186182521.5035831.332059967649.04121964560.22520.48283630950.25391263724.8328832574
2532.462.2763.39291352442531.51208341711.324880760749.29228809410.222530.47471237830.245755679126.8848208287
2542.482.3161.5061440862541.51713147411.366241051151.07834819820.212540.45726395380.236364727226.1948104671
2552.452.3762.61238075552551.50193506751.355279231248.16754597860.212550.46731131130.254313928325.2322918817
2562.482.2758.94339259472561.50499900281.322272200248.17338843710.222560.47057921970.262804384524.6639755873
2572.482.3262.63371978892571.48257613581.340874963845.56271801810.212570.47387202710.254116306325.8342733727
2582.482.3862.65857627932581.4960669791.33992440350.3702744850.212580.4539165410.258643098526.3839485153
2592.472.2760.70930576972591.49979927741.3349.55181422930.212590.48332831480.25529429324.7380042716
2602.452.3562.07174384772601.49358159911.359111719848.42366648010.222600.4595950810.250116936926
2612.472.2961.92129448652611.50136206041.356502795349.77477556060.212610.48719025660.248888446825.0154486298
2622.492.2961.19658827632621.49113427771.339869516149.13123961350.222620.46158898940.243152855128.1106839097
2632.502.3261.170387282631.49846438581.3452950.233069640.212630.4597610.253229128327.8113745868
2642.45140261042.342566398162.91352478272641.508341.362644884648.83222489080.212640.47322304910.254413842524.5871322282
2652.50320114432.340081148861.30267253272651.49503549651.353405859149.49001205230.212650.47371556890.244924178423.7642968428
2662.42857384552.288976858162.80414334982661.47943829191.328527018749.24239134760.222660.46399441620.249882522328.2294360232
2672.472.3361.38726971332671.50330023071.343858898948.64407876520.212670.47221139350.244087229826.9935057775
2682.45391455542.296610897963.18008232192681.48155655211.332042105746.40117208150.222680.46343392090.253589415624.8728731633
2692.46455544462.322054140161.10477707012691.48764254391.370383635848.86825851640.222690.453940.256404695628.0970123359
2702.47889807692.324159.350662701.49209334661.332064700346.79539285890.212700.4581760.260846297727.6341463415
2712.433953952.3208113809602711.49981638561.341673496348.18789973410.212710.44528753990.25963129527.1977466827
2722.42832135012.30659.6645993682721.47779326831.337077416647.70372873120.222720.46926372420.245877061523.7571473863
2732.50250472312.338794903858.61661646572731.48251223171.35074383849.90625133230.22730.45523752610.254967357524.2673402797
2742.48236300352.34859704661.43985910422741.49723009381.334945393149.07969104410.222740.46840321770.254094014824.5683222792
2752.472.2963.07845036222751.49958116751.363296468148.95271229150.222750.46132796180.262012457925.7612365898
2762.48470145562.350269033860.66166790992761.50470809791.351846511848.09131532890.222760.47764998510.260136445524.2376199616
2772.49411533932.277201011263.17981684872771.50702681151.331124014449.81082111110.222770.46592836480.250297934527.0046975825
278
Max2.512.4064Max1.521.38530.24Max0.500.2628
Min2.432.2659Min1.471.31460.20Min0.440.2424
Media2.472.3262Media1.501.34490.21Media0.470.2526
N818181Desv0.0120.0161.4040.008Desv0.0110.0061.158
Desv0.0210.0301.184Cou0.81.22.93.8Cou2.42.64.5
Cou0.91.31.9
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Duplicados
RESULTADOS DUPLICADOS DE ANALISIS QUIMICO
CAMPAA SONDAJES 2006-2007
Campaa 2004Campaa 2003
Cu TotalCu SolubleConsumo AcidoNitratoCarbonatoAl SolubleMn SolubleFe SolubleCl Soluble
LoteMuestraOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoElemento o CompuestoError Relativo %Datos con menos de 10% de ErrorElemento o CompuestoNMximoMnimoMediaNMximoMnimoMedia
197TS-429550.940.950.630.6124220.090.080.080.080.320.320.040.050.150.150.360.362003200420032004
197TS-429750.330.310.140.1430280.090.090.090.090.220.220.050.050.140.140.210.21Elemento o CompuestoError Relativo %Datos con menos de 10% de ErrorNMximoMnimoMediaCalificacinCuT9.39.595.195.1CuT1352.900.010.50513.890.010.96
198TS-430843.373.362.992.9877790.150.150.040.050.370.360.0900.0900.150.150.500.50
198TS-431040.120.120.020.0225230.120.130.040.040.180.180.080.080.140.140.220.22DUPLICADOS INTERNOSCuSol10.59.594.195.1CuSol1352.990.010.37513.330.010.74
199TS-433140.500.510.220.2021230.140.130.050.050.130.120.0400.0300.070.080.570.57
200TS-431790.570.580.230.2339370.050.050.060.050.170.170.050.050.170.170.180.17CuT9.795.61352.900.010.50ConformeH2SO410.91084.395H2SO41352751951512701554.4
200TS-431992.622.622.422.4269720.070.080.060.060.290.290.110.120.180.190.360.36
200TS-432190.230.240.070.0836370.060.070.190.200.160.160.120.130.140.150.160.16CuSol10.595.61352.990.010.37ConformeCO31010.560.563.4CO31355.820.020.53515.410.050.50
201TS-430640.390.380.140.1432320.100.100.070.070.240.250.0400.0500.210.210.2200.22
202TS-433681.741.731.371.3749470.130.130.070.070.260.250.150.160.180.190.400.40H2SO49.195.61352751951ConformeComentariosSe Observa que los errores se mantiene entre una campaa y otra.
203T S439200.450.440.260.2524230.060.070.050.060.200.200.050.050.190.190.230.22
204T S438130.470.470.180.1921200.040.040.100.090.300.310.050.050.180.180.150.15NO310.560.01350.490.010.08Aceptable
205T S439950.270.260.100.1051510.080.071.061.050.150.140.070.080.180.170.120.12
206T S434270.030.030.0100.01049470.100.100.490.510.140.140.070.070.120.120.190.19CO310.574.81355.820.020.53Aceptable
206T S434471.301.321.011.0457580.070.070.590.620.240.230.110.110.170.170.350.32Elemento o CompuestoError Relativo %Datos con menos de 10% de Error
207TS-430370.0800.090.0400.0402712710.090.093.833.910.100.100.020.020.100.100.090.09AlSol8.095.61350.460.100.22Conforme2003200420032004
208T S435520.050.060.020.0260580.060.071.151.130.150.160.050.050.150.160.150.15CuT4.79.798.095.6
209T S436550.030.030.010.0120200.110.120.140.130.200.200.050.050.120.130.260.26MnSol10.590.51350.230.020.07Conforme
209T S436751.611.571.171.1745470.080.070.070.070.290.290.090.100.140.140.280.29CuSol1010.595.195.6
210T S437310.020.020.010.0147450.060.060.580.560.230.230.050.040.140.110.160.16FeSol7.395.61350.470.070.18Conforme
210T S437680.270.270.140.1519220.030.040.050.050.190.190.070.070.150.160.080.08H2SO4109.195.195.6
211T S440580.010.010.0100.01029290.130.120.090.080.190.180.040.040.150.140.350.35ClSol8.095.61350.570.070.24Conforme
211T S440781.501.501.161.1651470.020.030.090.080.220.220.100.090.130.130.370.38CO39.510.578.474.8
212T S449530.010.010.0100.01063640.030.031.181.180.130.120.100.100.260.260.140.15
213T S450200.030.030.010.0139410.050.040.560.510.140.140.070.070.220.210.130.12ComentariosSe observa un aumento en el error relativo de la campaa del 2004 a causa de leyes bajas
213T S450400.600.600.290.2940400.050.040.140.120.230.230.110.110.180.190.180.18
214T S442920.010.010.0100.0101471490.030.032.842.850.130.130.040.040.140.140.090.09
215T S436060.230.240.070.0729290.040.050.040.040.190.190.0400.0400.200.190.150.16
216T S445550.220.220.0520.05135360.490.490.0850.0900.280.290.0560.0560.240.240.270.27Elemento o CompuestoError Relativo %Datos con menos de 10% de ErrorNMximoMnimoMediaCalificacin
217T S451080.040.040.010.0136370.130.130.150.140.280.280.100.100.210.210.270.27
217T S451280.780.780.550.5443440.040.050.120.120.320.350.140.140.230.240.160.16REPREPARACION DE RECHAZOS GRUESOS
218T S455810.0110.0110.0100.01043410.090.080.680.690.150.140.140.140.260.260.160.16
218T S456010.510.510.200.2139390.040.040.200.210.230.220.120.120.210.210.190.19CuT9.595.1823.360.010.66Conforme
219T S455090.370.360.130.1333330.080.080.150.130.260.260.040.050.140.140.270.27
219T S455290.340.350.120.1234330.310.310.440.470.160.160.030.030.130.130.090.09CuSol9.595.1823.240.010.48Conforme
220T S451980.300.300.160.1733340.050.060.090.080.320.330.160.170.230.230.130.13
221T S448630.040.040.010.011911900.030.033.673.610.130.130.030.030.160.160.110.12H2SO41095822541055Conforme
222T S452610.0100.0100.0100.0101351320.180.182.602.650.140.150.020.020.070.070.460.46
222T S452811.051.060.760.7327290.050.050.040.030.190.190.140.130.170.170.250.23NO310.364.6820.530.010.1Aceptable
223T S467730.950.960.780.7837380.010.010.050.040.200.200.120.120.150.150.190.19
223T S467932.902.922.702.7166670.030.040.070.070.310.320.160.160.160.160.390.40CO310.563.4824.80.020.64Aceptable
223T S468130.0550.0520.0110.01045430.030.031.11.10.130.120.030.030.180.170.100.09
224T S458830.220.210.080.0826240.050.050.060.070.200.200.050.050.200.200.120.12AlSol9.595.1821.190.010.23Conforme
224T S459030.760.750.480.4844420.060.060.170.160.370.370.090.090.210.210.230.23
225T S457800.100.110.020.0238370.100.090.590.570.190.200.050.050.120.130.230.24MnSol10.591.5820.890.010.08Conforme
225T S458000.480.470.330.3226280.020.020.040.040.140.140.110.110.150.150.130.13
226T S456850.140.140.050.0523240.060.060.030.030.180.200.040.040.170.170.130.13FeSol9.395.1820.380.030.17Conforme
226T S457051.731.741.631.6357580.040.050.060.050.340.340.160.160.220.220.230.23
227T S448992.312.322.062.061401380.110.112.162.200.330.310.150.150.190.180.360.36ClSol10.595.1820.580.010.24Conforme
228T S435032.352.342.132.1433340.030.040.070.060.270.280.090.090.180.180.310.31
229T S439500.320.330.160.1729280.040.050.070.060.280.290.080.080.110.110.260.26
229T S439700.050.050.020.0268670.030.031.431.400.120.120.060.050.140.130.090.09
230T S459870.0720.0660.0290.02930320.170.160.090.080.200.190.100.100.160.160.290.29
230T S460071.261.270.880.8855570.030.040.230.220.330.330.090.090.210.220.330.32
230T S460270.510.520.140.1440390.020.030.140.130.230.230.040.040.210.220.160.16
231T S442570.510.510.170.1734350.080.090.100.100.280.290.060.050.180.180.270.27
232T S463410.150.150.030.0330300.020.020.090.080.190.190.060.060.120.130.260.26
233T S444650.240.240.100.0931300.050.050.050.050.240.240.060.060.180.180.190.19
233T S444850.430.430.170.1654530.040.040.790.810.190.180.100.090.170.170.090.09
234T S460952.112.101.761.7462600.070.080.110.100.320.320.070.070.190.190.430.43
234T S461150.140.140.040.0528270.030.040.060.050.200.200.150.140.170.180.150.16
234T S461350.080.070.020.0244450.020.030.840.830.140.140.030.040.150.140.120.12
235T S453510.340.350.180.1826250.040.050.070.070.180.190.040.040.240.230.120.12
235T S453710.340.330.130.1425220.060.070.070.080.190.200.090.090.160.160.150.15
236T S443570.330.330.080.0936380.090.090.090.090.190.180.040.040.110.110.190.19
236T S443770.390.400.240.2457560.060.060.070.070.460.470.180.180.250.260.120.12
236T S443970.110.110.020.0247450.030.040.710.700.130.120.020.020.170.170.070.08
237T S465810.290.300.100.1032320.020.020.090.100.260.260.040.040.110.110.260.26
237T S466010.120.140.050.0524240.010.010.080.070.110.120.060.060.080.080.140.13
238T S441340.280.280.080.0828280.060.060.060.060.160.150.040.040.150.150.120.12
238T S441540.290.290.130.1360600.040.050.950.930.160.170.070.070.130.130.110.11
239T S462120.410.410.130.1335370.070.060.060.070.230.230.080.090.170.180.230.22
239T S462320.210.230.060.0632310.080.090.060.060.290.290.020.020.090.090.430.43
239T S462520.240.250.070.0739370.020.030.100.090.220.220.070.070.100.100.360.37
240T S468810.0700.0690.0190.0191471460.060.062.32.320.170.170.050.040.130.130.160.16
241T S477570.320.320.100.1050500.110.110.03960.050.280.280.050.050.160.160.340.36
242T S464510.020.020.0100.0101971980.090.103.403.600.190.180.040.040.120.120.220.22
243T S464000.250.240.080.0932330.090.100.050.060.240.250.040.040.090.090.480.48
244T S454680.390.400.100.0926270.090.090.020.020.200.200.040.040.090.090.330.33
245T S465181.221.220.890.8961610.040.040.250.240.380.380.060.060.200.200.440.43
246T S469840.060.060.0100.01134300.100.100.12250.110.220.230.0600.0610.150.160.440.42
247T S464980.170.170.040.0421230.210.200.110.120.240.240.040.040.110.110.310.30
248T S445830.330.340.100.0934340.060.050.070.070.140.140.050.050.180.170.200.20
249T S448091.361.341.021.0345450.060.080.090.100.240.240.040.040.150.140.360.36
249T S448290.800.820.590.5836350.060.080.050.050.190.180.090.090.100.100.210.22
251T S443372.892.902.582.6173710.110.110.090.100.330.310.060.060.150.160.430.42
252T S478250.230.230.070.0737360.480.480.170.170.460.460.0180.0180.130.130.510.50
252T S478450.240.240.180.192752740.070.065.825.790.260.260.0570.0570.200.200.230.22
253T S476350.370.370.100.1035370.080.070.110.110.240.240.0870.0860.160.170.300.30
254T S471650.400.410.150.1554540.140.150.270.270.420.410.0850.0850.270.280.390.39
255T S479060.320.330.090.0932320.060.050.240.230.250.250.0170.0180.120.120.300.30
256T S473820.470.470.190.1927270.110.130.070.090.170.170.0250.0250.080.090.340.34
257T S479510.200.200.030.0327280.080.080.190.210.300.300.0540.0540.180.180.300.30
257T S479710.060.060.010.011191210.020.022.652.570.150.150.0230.0230.200.200.0950.095
258T S476650.460.460.130.1329280.110.100.240.230.120.120.0420.0410.0800.0810.250.25
259T S466830.300.310.080.0836360.090.100.110.110.280.270.050.050.180.190.310.31
259T S467030.300.310.100.101311290.030.034.434.410.200.200.080.080.240.230.180.18
260T S472330.030.030.010.0133360.170.170.100.100.190.190.060.060.150.140.450.48
260T S472530.290.300.090.0949480.060.060.460.450.160.150.060.060.180.180.200.20
261T S470120.140.140.020.0240420.100.100.050.040.250.240.020.020.130.120.320.31
262T S474170.050.050.010.0124240.150.150.080.100.150.150.020.020.350.330.120.11
263T S469170.670.670.450.4543430.060.050.050.050.240.250.200.210.220.220.280.28
263T S469370.950.940.720.7254540.010.010.400.400.310.310.090.090.310.310.260.26
264T S480250.250.240.140.1431320.100.100.140.130.230.220.030.030.470.470.150.15
264T S480451.321.341.171.1756570.130.120.100.110.400.390.230.230.200.200.400.40
265T S481320.080.080.030.0328280.030.030.520.520.100.100.020.020.260.260.080.08
265T S481522.402.382.062.0872700.090.080.160.150.310.310.150.160.200.200.330.33
266T S482360.340.331.171.1744430.210.200.150.150.290.280.050.050.330.320.300.30
266T S482560.640.630.400.4047470.090.100.100.090.330.340.140.150.260.260.180.18
267T S475761.491.481.161.1648460.100.100.090.100.270.260.150.150.220.220.300.29
268T S484620.190.180.060.0521190.230.230.020.040.190.190.040.040.090.080.510.50
269T S485781.601.591.341.3457560.060.070.120.130.330.330.110.110.200.200.400.39
269T S485980.070.080.010.0120240.060.060.060.070.200.210.050.060.190.190.120.12
270T S489340.010.010.010.0135340.100.091.101.080.160.160.030.030.280.290.160.16
270T S489540.420.410.190.1946480.040.030.520.540.280.280.090.090.160.160.210.23
270T S489740.780.790.660.652162160.010.014.234.270.210.210.090.090.180.180.220.22
271T S485060.460.440.280.2830310.070.070.090.070.210.200.110.100.170.170.170.17
271T S485260.060.060.020.0219200.030.030.060.060.120.120.030.030.170.170.090.09
272T S490440.450.440.250.2431300.040.040.180.190.320.310.070.070.130.130.420.42
272T S490640.110.120.030.0324260.080.070.160.180.270.270.060.060.150.140.310.31
272T S490840.360.370.110.1028280.040.050.410.420.200.200.050.060.160.160.130.13
273T S483381.571.581.171.1749490.060.070.090.110.260.250.070.070.160.160.340.35
273T S483580.330.350.140.1430300.030.040.120.140.190.190.040.040.200.200.100.10
274T S486770.010.010.010.0130310.110.100.600.590.140.140.030.030.290.290.140.14
274T S486970.010.010.010.0161600.090.100.810.820.130.120.030.030.240.240.160.15
274T S487170.080.070.020.0228290.020.020.230.230.120.120.020.020.270.270.080.09
274T S487370.260.260.090.0935360.020.020.580.580.200.200.030.030.270.270.100.09
275T S474730.090.090.030.0326240.080.080.190.180.170.170.020.020.270.270.130.13
275T S474930.760.780.480.4938360.070.070.120.130.210.210.130.130.190.200.240.25
276T S488531.141.140.830.8343460.090.080.050.040.210.210.140.140.190.190.320.31
276T S488730.370.370.140.1493970.070.061.731.760.130.140.030.030.100.100.190.19
277T S491610.0830.0840.0100.01032290.280.260.080.090.300.270.0260.0240.360.360.250.25
277T S491810.0150.0150.0100.01058600.270.261.261.230.240.250.0400.0410.380.390.260.26
277T S492010.0100.0130.0100.01038410.170.150.990.960.250.250.0370.0370.360.360.220.22
277T S492210.0670.0700.0150.01554530.060.071.111.090.220.230.0250.0240.250.250.120.12
Correlacin1.0001.0000.9990.9941.0000.9950.9960.9960.998
Intercepto-0.00150.0010.0467-0.00250.00190.00300.0007-0.0002-0.0006
Pendiente1.0010.9981.0001.0190.9950.9870.9851.0001.002
Residuos
Repre
REPREPARACION DE MUESTRAS DE SONDAJES
CAMPAA 2006 - 2007
CuTCuSConsumo cidoAlSMnSFeSClS
SondajeMuestra
OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.
197TS-429433.363.383.243.2586890.110.110.080.090.420.430.120.120.20.210.580.57
198TS-430923.173.172.812.8276770.160.160.250.240.310.330.090.090.120.130.480.48
199TS-433130.410.420.180.1923250.10.10.090.10.210.210.090.090.120.140.520.52
200TS-431790.570.550.230.2439370.050.050.060.050.170.170.050.050.170.160.180.19
201TS-430620.180.190.090.0929280.150.150.480.460.160.150.050.050.110.10.330.33
202TS-433772.152.141.751.7568730.080.080.080.060.230.240.090.090.120.130.40.4
203TS-439150.360.360.140.1424220.050.0570.070.0730.1370.140.0820.0850.170.160.140.14
204TS-438040.120.120.020.0245450.060.060.080.070.180.180.0400.040.170.180.200.19
205TS-43990.100.100.020.0247470.070.070.630.640.250.240.070.070.230.2270.170.17
206TS-434150.070.080.030.0354510.050.040.610.580.110.10.020.020.170.170.10.11
207TS-430351.061.070.860.8565680.130.121.081.040.280.270.060.070.150.150.260.26
208TS-435420.0260.0270.010.0123220.030.030.090.10.1460.1430.0330.0330.230.220.080.09
209TS-436400.130.140.060.0716180.040.040.10.110.260.140.020.020.170.170.100.10
210TS-437200.090.090.040.0560580.040.020.961.00.150.140.070.070.180.190.060.06
211TS-440410.010.010.010.0136380.050.050.750.740.170.170.030.030.250.250.110.09
212TS-449560.0280.0330.010.0148460.090.080.460.480.2220.2230.0370.0390.1350.1360.0350.035
213TS-450430.450.450.310.349480.040.040.50.50.2310.2290.1130.1090.2930.2780.120.12
214TS-442840.660.650.540.5378800.060.072.322.340.170.170.060.060.1880.190.230.23
215TS-435890.090.080.030.0332330.040.030.070.060.150.140.0190.020.310.310.070.06
216TS-445420.280.30.0470.04925250.510.50.060.090.2190.2210.0290.0270.170.1820.270.27
217TS-450900.010.010.010.0123230.130.140.160.140.1650.1680.040.040.2060.2150.150.15
218TS-455970.210.20.0450.04236370.040.040.490.510.1710.1670.0480.0470.1180.1170.190.19
219TS-455280.610.620.360.3791890.040.041.551.50.1230.1270.890.880.1140.1170.010.01
220TS-452100.880.890.60.6170710.050.050.9610.2820.280.0970.1030.2980.3050.190.2
221TS-448560.130.130.0490.0522192220.040.034.84.810.1430.1470.030.030.1770.1890.120.12
222TS-452861.211.220.850.8239370.070.060.050.040.3120.3040.1950.1970.2370.2310.370.36
223TS-468001.421.420.991.0142400.020.020.070.080.2090.2010.0890.0870.1270.1280.190.19
224TS-458670.0230.0230.0120.01230290.180.190.550.580.1520.1550.0270.0280.1520.1530.180.18
225TS-458011.971.961.591.5754560.090.080.060.070.2120.2040.1050.1050.1190.1190.500.50
226TS-456860.0450.0470.010.0110140.040.040.030.030.1550.1350.020.0210.1270.1240.330.32
227TS-449041.931.931.721.721331340.080.072.182.250.2820.2890.1130.1090.2030.2120.30.29
228TS-435011.791.771.611.659600.040.040.060.050.260.260.120.120.190.20.270.28
229TS-439380.300.290.150.1415140.070.060.420.410.2050.180.030.0260.0840.0880.330.32
230TS-459860.0330.0330.0140.01440410.310.310.110.120.2650.2500.0480.0460.1760.1760.390.39
230TS-442662.172.171.841.8686860.050.051.141.190.350.330.060.060.1550.150.220.23
231TS-442662.172.171.841.8686860.050.051.141.190.3450.3330.0570.0560.1550.1530.220.23
232TS-463250.0120.0190.010.0133310.160.170.090.10.1920.1870.0170.0160.2510.2720.250.26
233TS-444840.360.360.140.1442410.030.040.070.080.250.270.160.160.2040.200.090.09
234TS-461080.490.500.300.2935360.040.050.090.080.210.210.160.160.1720.170.230.22
235TS-453870.130.120.0240.02231350.030.040.520.540.1020.10.0240.0340.1050.1030.090.09
236TS-443820.420.400.150.1432320.050.050.140.120.140.150.070.080.140.150.120.12
237TS-466131.241.270.920.9159600.010.010.610.590.2280.230.0630.0620.1040.1050.180.17
238TS-441510.990.990.620.6276740.080.051.321.30.250.260.080.080.0910.100.220.22
239TS-461950.0480.0460.0140.01131280.250.260.120.140.230.2210.0080.0070.2140.1950.190.18
240TS-468810.070.070.0190.021471470.060.052.32.280.0670.0670.0480.0450.0280.0310.160.16
241TS-477720.650.660.320.3282840.030.041.51.560.1180.1190.0380.0380.0410.0380.030.03
242TS-464450.0550.0550.0290.0242542560.060.053.743.790.1550.150.0410.0410.1240.1250.090.1
243TS-463810.140.150.0330.03120220.10.090.120.130.1320.1390.020.020.1140.1160.250.23
244TS-454650.260.250.0680.06821220.110.110.020.040.2040.2070.0250.0250.0790.0790.360.36
245TS-465220.620.620.340.351241250.030.042.482.520.3680.3670.0420.0410.1920.1980.240.24
246TS-469820.0430.040.010.011211190.070.082.752.790.3370.340.0720.0760.2360.2430.330.33
247TS-464900.220.20.0540.05430310.480.490.060.080.2230.2220.0220.0240.0820.0790.480.48
248TS-445690.020.020.010.0124230.120.120.070.080.110.120.070.080.2430.230.180.18
249TS-448412.412.411.771.7971780.090.10.470.490.360.3840.0360.0410.0920.0920.230.25
250TS-471280.460.450.190.1836360.130.110.410.400.3020.3120.1170.1120.170.1770.290.29
251TS-443280.760.760.620.6042420.050.060.120.10.250.250.030.030.3770.370.210.21
252TS-478320.250.250.0650.06843440.530.510.070.070.4930.4890.0150.0150.1570.1580.060.06
253TS-466220.180.180.0330.03416160.180.180.060.060.0910.0920.0160.0160.0450.0440.040.04
254TS-471780.0420.0440.0110.01138420.080.080.490.530.150.150.0690.0690.1100.1110.470.47
255TS-479040.350.340.120.1141430.0080.0080.080.090.3650.3620.0260.0250.1890.1850.330.33
256TS-473900.520.50.280.2754550.080.081.141.081.1871.1860.0510.0510.1150.1170.350.35
257TS-479500.440.440.110.128290.070.060.230.20.2930.2750.050.0520.20.2010.260.26
258TS-476831.671.671.091.061201200.090.092.732.680.1900.1910.1020.100.1340.1340.380.37Elemento o CompuestoError Relativo %Datos con menos de 10% de ErrorConclusiones
259TS-466920.30.30.0930.0949470.060.070.110.120.4550.4590.0320.0310.2380.2270.280.28
260TS-472162.132.151.911.8982840.190.200.230.230.2490.2550.0620.0660.3750.3450.340.35REPREPARACION DE RECHAZOS GRUESOS
261TS-470090.720.730.410.456580.110.10.540.520.3050.3060.0520.0530.1420.1480.30.3
262TS-474000.0690.0710.010.0122210.0330.0340.070.060.1660.1580.0210.0210.1610.1550.170.16CuT9.595.1Leyes bajas causan alto error
263TS-469380.710.70.440.4461620.010.000.640.660.3130.3060.1080.1080.2450.2480.150.15
264TS-480521.191.190.980.9958580.080.0700.480.510.3230.330.2550.260.1870.190.210.22CuSol9.595.1Leyes bajas causan alto error
265TS-481622.442.452.022.0367660.070.0730.040.0500.3080.290.1420.150.20.200.250.25
266TS-482430.0410.0430.010.01033320.180.160.310.320.1350.130.0470.0440.0960.100.270.27H2SO41095Muy Bin
267TS-475761.491.4701.171.1648470.090.090.090.100.2670.260.10.1000.2220.230.300.30
268TS-484510.220.210.0880.08518180.350.340.070.0480.2630.260.0480.0470.1380.140.420.42NO310.364.6Bin
269TS-485940.320.310.170.1825240.10.0980.080.0700.2010.200.1150.120.1350.130.190.19
270TS-489130.010.0100.010.0101121120.060.0602.322.350.110.110.1120.120.1790.190.110.13CO310.563.4Bin
271TS-485020.940.950.650.6442410.090.0970.110.110.2160.230.1440.150.170.160.300.30
272TS-490290.470.510.260.2323240.070.080.140.120.230.240.0130.0150.0840.1010.550.55AlSol9.595.1Bin
273TS-483200.130.120.0590.06125230.120.110.10.110.1590.160.1970.190.250.240.190.19
274TS-486920.010.0100.010.01024230.090.0900.070.0660.1180.120.020.0200.2130.220.320.32MnSol10.591.5Bin
275TS-474760.030.0310.010.01024250.0220.0230.080.100.0120.010.0280.030.0720.070.350.34
276TS-488691.661.671.41.4099980.080.0851.691.630.2180.210.1140.110.150.150.370.37FeSol9.395.1Bin
277TS-491530.0520.0440.010.0129280.310.310.680.690.1740.1760.0260.0290.1560.150.260.26
ClSol10.595.1Bin
Correlacin1.0001.0000.9990.9971.0000.9931.0000.9930.998
Intercepto0.00080.00210.18270.0010-0.00050.0053-0.0010-0.0040-0.0008
Pendiente0.9980.9980.9911.0030.9950.9871.0101.0211.005
ResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolResultadosCuTCuSolH2SO4CO3
20032004200320042003200420032004
N828282828282828282N5182518251824382
Diferencia de Medias %0.000.000.000.000.000.000.000.000.00Error relativo Medio %4.073.155.013.244.473.7414.069.29
Error relativo Medio %3.153.243.7410.89.293.633.653.462.36ComentariosSe observa una mejora notable en los resultados de la campaa del 2004.
CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConforme
ResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolResultadosCuTCuSolH2SO4CO3
20032004200320042003200420032004
N828282828282828282N51135511355113551135
Correlacin1.0001.0000.9990.9971.0000.9931.0000.9930.998Error relativo Medio %2.443.193.271.863.363.396.297.11
Intercepto0.0010.0020.1830.001-0.0010.005-0.001-0.004-0.001ComentariosSe observa un aumento en el error relativo producto de un aumento de leyes bajas.
Pendiente44.944.944.745.144.944.645.345.645.1
QQ PlotNormalNormalNormalNormalNormalNormalNormalNormalNormal
ResultadosCuTCuSolH2SO4CO3
CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConforme20032004200320042003200420032004
Pendiente45.044.944.844.945.044.745.544.9
ComentariosSe observa que los resultados mantienen su pendiente entre una y otra campaa de sondaje con una mejora en la correlacin para el CO3
ResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolResultadosCuTCuSolH2SO4CO3
20032004200320042003200420032004
N135135135135135135135135135Pendiente45.045.044.944.945.045.045.744.9
ComentariosSe observa que los resultados mantienen su pendiente entre una y otra campaa de sondaje con una mejora en la correlacin en el CO3
Diferencia de Medias %0.000.000.000.000.000.000.000.000.00
Error relatico Medio %3.191.863.39107.112.242.882.121.64
CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConforme
ResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSol
N135135135135135135135135135
Correlacin1.0001.0000.9990.9941.0000.9950.9960.9960.998
Intercepto-0.0010.0010.047-0.0030.0020.0030.001-0.0001-0.001
Pendiente45.044.945.045.544.944.644.645.045.1
QQ PlotNormalNormalNormalNormalNormalNormalNormalNormalNormal
CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConforme
Control Gran
ManRod
LoteMuestra-#150LoteMuestra- # 2.0 mmLoteMuestra- # 1.7 mmLoteMuestra- # 5/8
1974296399.21974294295.5197C4298996.1
1984308099.01984308095.91974295196.0
1994329799.21994329795.41984308595.2
2004317599.22004317495.3198C4312897.9
2014305599.22014305596.01994330997.7
2024337199.22024337995.6199C4334097.4
2034391399.02034391395.0200C4324496.7
2044380599.12044380595.5201C4305395.4
2054398799.32054398695.32014305595.6
2064344999.02064344595.4202C4339797.9
2074303499.12074302895.12024336796.6
2084355799.02084355395.82034391795.8
2094365199.42094365195.22044380795.8
2104372099.02104372095.22054398995.5
2114406799.02114404895.02064341096.2
2124495999.62124495595.8206C4347996.7
2134500799.22134500795.42074303796.5
2144486699.22144486695.6207C4303496.2
2154361799.52154361295.42084354597.8
2164455599.22164455595.3208C4358096.6
2174509999.12174509995.32094365295.7
2184557399.62184558395.1209C4368095.8
2194551099.42194549095.72104372396.0
2204519699.22204519695.3210C4373996.2
2214485999.22214486195.6211-C4408495.1
2224524299.12224526195.52114403995.1
2234675799.42234675795.42124494197.9
2244586799.22244586795.3212C4497697.6
2254579599.22254579795.72134500795.8
2264568299.02264568295.3213-C4507095.4
2274490699.62274490695.32144486695.5
2284350799.22284350895.6215C4363097.1
2294394199.22294394195.42154360297.5
2304598099.02304598095.12164455595.6
2314424799.42314424395.22174509995.6
2324635599.42324638095.1217-C4514196.0
2334445699.12334445695.52184556395.8
2344607899.12344607895.0218-C4562896.6
2354539499.22354535995.52194549295.9
2364435599.22364435595.7219-C4554595.4
2374658999.02374658995.02204519695.0
2384412799.22384412595.4220-C4521596.0
2394625599.22394625595.42214484597.8
2404687199.22404687195.3221C4487596.4
2414774799.42414774795.62224524696.4
2424644899.22424644895.5222C4529495.7
2434604899.22434640695.5223C4682597.2
2444546399.02444545995.42234675796.1
2454650099.22454650095.42244586797.9
2464698099.02464698095.4224C4592097.0
2474649799.42474649795.92254578198.5
2484453399.22484458395.3225C4582797.4
2494481199.22494481195.42264568295.9
2504712399.42504712395.52274490695.7
2514432999.42514432995.2227C4491997.6
2524782499.22524782495.42284350298.1
2534763099.22534763095.2228C4352997.7
2544715799.22544715195.42294393696.1
2554789299.42554789295.6229-C4388795.7
2564736499.22564738195.52304598096.4
2574794099.22574794095.2230-C4604296.5
2584764799.02584764795.52314424195.3
2594668199.42594668195.2231-C4422895.5
2604722199.02604721995.12324634097.6
2614699999.22614699995.2232C4636198.0
2624741799.12624741195.02334445695.6
2634690799.22634690795.6233-C4450295.2
2644800999.02644804895.32344607896.0
2654738499.22654815795.8234-C4615295.8
2664823099.02664826095.02354534195.5
2674757599.42674758295.0235C4540296.3
2684845299.42684845295.62364435596.9
2694856699.22694856695.3236-C4440396.7
2704900399.32704900595.22374658996.6
2714849899.22714849895.5237C4662395.3
2724904399.22724904395.72384411795.1
2734832899.02734832895.1238-C4417596.2
2744871598.82744868095.72394625596.0
2754747499.52754747795.2239C4627796.3
2764886099.22764885195.52404687195.9
2774916799.22774915995.2240C4689696.1
2414774795.6
Media99.295.4241C4780396.2
Maximo99.696.02424644896.6
Minimo98.895.0242C4645396.3
N81812434638895.9
243C4642096.1
2444545095.7
244C4548095.1
2454650095.9
245C4655096.5
2464698096.0
246C4698995.5
2474649796.2
247C4648397.2
248-C4461595.1
2484458395.9
2494481195.6
2504712396.2
250C4714096.0
2514432995.4
251-C4432795.3
2524782495.7
252C4786995.9
2534763096.6
253C4769097.0
2544716197.7Resultados
254C4727596.9
2554789295.6Campaa 2003Campaa 2004Campaa 2003Campaa 2004Campaa 2003Campaa 2004
255C4791796.0N7815243814581
256C4730495.8Media96.296.095.795.499.699.2
2564736495.9Mximo97.997.896.89699.699.6
257C4799495.6Mnimo95.095.095.09598.298.8
2574794096.0ComentariosSe mantiene los resultados en lo se refiere a la granulometra gruesa, mejoran en granulometra 2mm y disminuye en el caso de lla pulverizacin de la muestra. En general los resultados 2004 son mas favorables ya que la principal fuente error en el protoc
2584764796.5
258C4771596.8
2594668196.2
259C4672496.6ResultadosChancador de Mandibula D95% -15.5mmChancador Mandibula D95% -2.0mmPulverizador D95% -150#
2604723795.7
2614699995.9N1528181
261C4702995.8Media96.095.499.2
2624741095.8Mximo97.896.099.6
262-C4743297.5Mnimo95.095.098.8
2634690796.0CalificacinConformeConformeConforme
263C4694795.9
2644801297.8
264C4819497.4
2654812296.6
265C4819796.2
2664823097.3
266C4827997.1
2674756995.0
267-C4760295.7
2684845295.7
268-C4847295.2
2694856695.6
269-C4863495.8
2704898895.0
270C4899395.2
2714849895.9
271-C4854895.4
272-C4911895.5
2724904395.2ResultadosChancador de Mandibula -15.5 mmChancador Rhino Mandibula -2.0 mmPulverizador -150#
2734832895.4
273-C4837396.1N1528181
2744866095.7Media96.099.295.4
274C4876095.5Mximo97.899.696.0
2754745695.7Mnimo95.098.895.0
275-C4751995.4
2764884595.1
276C4868095.1
2774914395.5
277C4927695.7
Media96.0
Mximo97.8
Mnimo95.0
N152
Control Gran
1
Serie1
Envo DDH
%
Control D 95% - #150
Grafico Dup CuT
Man
Envo DDH
%
Control Granulometrico -# 2.0mm
Grafico Dup CuSol
Envo DDH
%
Control Granulometrico -#5/8
Grafico Dup C.Acido
Ley 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D
197TS-429550.040.040.0000.0000000.00000010.7400.0100.010
197TS-429750.780.780.0000.0000000.00000021.4800.010.01
198TS-430840.0110.0110.0000.0000000.00000032.2200.010.01
198TS-431040.510.510.0000.0000000.00000042.9600.0100.011
199TS-433140.370.360.0100.0003752.73972653.7000.010.01
200TS-431790.340.35-0.0100.0004202.89855164.4400.010.01
200TS-431990.300.300.0000.0000000.00000075.1900.0100.013
200TS-432190.040.040.0000.0000000.00000085.9300.0110.013
201TS-430640.0100.0100.0000.0000000.00000096.6700.010.01
202TS-433681.051.06-0.0100.0000450.947867107.4100.010.01
203T S439200.950.96-0.0100.0000551.047120118.1500.0150.015
204T S438132.902.92-0.0200.0000240.687285128.8900.0150.015
205T S439950.0550.0520.0030.0015725.607477139.6300.020.02
206T S434270.220.210.0100.0010824.6511631410.3700.030.03
206T S434470.760.750.0100.0000881.3245031511.1100.040.04
207TS-430370.100.11-0.0100.0045359.5238101611.8500.040.04
208T S435520.480.470.0100.0002222.1052631712.5900.050.05
209T S436550.140.140.0000.0000000.0000001813.3300.050.05
209T S436751.731.74-0.0100.0000170.5763691914.0700.0550.052
210T S437312.312.32-0.0100.0000090.4319652014.8100.060.06
210T S437682.352.340.0100.0000090.4264392115.5600.060.06
211T S440580.320.33-0.0100.0004733.0769232216.3000.060.06
211T S440780.050.050.0000.0000000.0000002317.0400.060.06
212T S449530.0720.0660.0060.0037818.6956522417.7800.0670.066
213T S450201.261.27-0.0100.0000310.7905142518.5200.0670.069
213T S450400.510.52-0.0100.0001891.9417482619.2600.070.07
214T S442920.510.510.0000.0000000.0000002720.0000.070.070
215T S436060.150.150.0000.0000000.0000002820.7400.0700.070
216T S445550.240.240.0000.0000000.0000002921.4800.0720.07
217T S451080.430.430.0000.0000000.0000003022.2200.080.07
217T S451282.112.100.0100.0000110.4750593122.9600.080.08
218T S455810.140.140.0000.0000000.0000003223.7000.080.08
218T S456010.080.070.0100.00888913.3333333324.4400.080.08
219T S455090.340.35-0.0100.0004202.8985513425.1900.0830.084
219T S455290.340.330.0100.0004462.9850753525.9300.0830.084
220T S451980.330.330.0000.0000000.0000003626.6700.090.09
221T S448630.390.40-0.0100.0003202.5316463727.4100.090.09
222T S452610.110.110.0000.0000000.0000003828.1500.100.11
222T S452810.290.30-0.0100.0005753.3898313928.8900.110.11
223T S467730.120.14-0.0200.01183415.3846154029.6300.110.12
223T S467930.280.280.0000.0000000.0000004130.370.18854341640.110.12
223T S468130.290.290.0000.0000000.0000004231.110.34542314340.120.14
224T S458830.410.410.0000.0000000.0000004331.850.42643923240.140.14
224T S459030.210.23-0.0200.0041329.0909094432.590.43196544280.140.14
225T S457800.240.25-0.0100.0008334.0816334533.330.47505938240.140.14
225T S458000.0700.0690.0010.0001041.4388494634.070.57636887610.150.15
226T S456850.320.320.0000.0000000.0000004734.810.62695924760.170.17
226T S457050.020.020.0000.0000000.0000004835.560.62695924760.190.18
227T S448990.250.240.0100.0008334.0816334936.300.63492063490.190.18
228T S435030.390.40-0.0100.0003202.5316465037.040.63492063490.200.20
229T S439501.221.220.0000.0000000.0000005137.780.67340067340.210.21
229T S439700.060.060.0030.0011904.8780495238.520.67340067340.220.23
230T S459870.170.170.0000.0000000.0000005339.260.68728522340.230.23
230T S460070.330.34-0.0100.0004462.9850755440.000.7905138340.240.24
230T S460271.361.340.0200.0001101.4814815540.740.83682008370.240.24
231T S442570.800.82-0.0200.0003052.4691365641.480.83682008370.240.24
232T S463412.892.90-0.0100.0000060.3454235742.220.94786729860.250.24
233T S444650.230.230.0000.0000020.1885435842.961.04712041880.250.25
233T S444850.240.240.0000.0000000.0000005943.701.05820105820.260.26
234T S460950.370.370.0000.0000000.0000006044.441.19760479040.260.26
234T S461150.400.41-0.0100.0003052.4691366145.191.19760479040.280.28
234T S461350.320.33-0.0100.0004733.0769236245.931.27388535030.290.29
235T S453510.470.470.0000.0000000.0000006346.671.27388535030.290.30
235T S453710.200.200.0000.0000000.0000006447.411.32450331130.290.30
236T S443570.060.060.0020.0006163.5087726548.151.43884892090.300.30
236T S443770.460.460.0000.0000000.0000006648.891.48148148150.300.31
236T S443970.300.31-0.0100.0005373.2786896749.631.50375939850.300.31
237T S465810.300.31-0.0100.0005373.2786896850.371.57480314960.320.32
237T S466010.030.030.0010.0006613.6363646951.111.57480314960.320.33
238T S441340.290.30-0.0100.0005753.3898317051.851.94174757280.320.33
238T S441540.140.140.0000.0000000.0000007152.592.02020202020.330.33
239T S462120.050.05-0.0010.0002042.0202027253.332.10526315790.330.33
239T S462320.670.670.0000.0000000.0000007354.072.24719101120.330.33
239T S462520.950.940.0100.0000561.0582017454.812.24719101120.330.33
240T S468810.250.240.0100.0008334.0816337555.562.40963855420.340.34
241T S477571.321.34-0.0200.0001131.5037597656.302.40963855420.340.35
242T S464510.080.080.0020.0003052.4691367757.042.46913580250.340.35
243T S464002.402.380.0200.0000350.8368207857.782.46913580250.340.35
244T S454680.340.330.0100.0004462.9850757958.522.46913580250.340.35
245T S465180.640.630.0100.0001241.5748038059.262.53164556960.360.36
246T S469841.491.480.0100.0000230.6734018160.002.53164556960.360.37
247T S464980.190.180.0100.0014615.4054058260.742.59740259740.370.37
248T S445831.601.590.0100.0000200.6269598361.482.59740259740.370.37
249T S448090.070.08-0.0070.0046619.6551728462.222.70270270270.370.37
249T S448290.010.010.0010.0032008.0000008562.962.70270270270.370.37
251T S443370.420.410.0100.0002902.4096398663.702.73972602740.390.40
252T S478250.780.79-0.0100.0000811.2738858764.442.73972602740.390.40
252T S478450.460.440.0200.0009884.4444448865.192.73972602740.400.41
253T S476350.060.06-0.0030.0011524.8000008965.932.89855072460.410.41
254T S471650.450.440.0100.0002522.2471919066.672.89855072460.420.41
255T S479060.110.12-0.0100.0037818.6956529167.412.98507462690.420.41
256T S473820.360.37-0.0100.0003752.7397269268.152.98507462690.430.43
257T S479511.571.58-0.0100.0000200.6349219368.892.98507462690.450.44
257T S479710.330.35-0.0200.0017305.8823539469.632.98507462690.450.44
258T S476650.010.01-0.0040.05555633.3333339570.373.07692307690.460.44
259T S466830.010.010.0000.0000000.0000009671.113.07692307690.460.44
259T S467030.080.070.0020.0003652.7027039771.853.27868852460.460.46
260T S472330.260.260.0000.0000000.0000009872.593.27868852460.470.47
260T S472530.090.09-0.0040.0009884.4444449973.333.38983050850.480.47
261T S470120.760.78-0.0200.0003372.59740310074.073.38983050850.510.51
262T S474171.141.140.0000.0000000.00000010174.813.50877192980.510.51
263T S469170.370.370.0000.0000000.00000010275.563.63636363640.510.52
263T S469370.0830.084-0.0010.0000721.19760510376.304.08163265310.640.63
264T S480250.0150.0150.0000.0000000.00000010477.044.08163265310.640.63
264T S480450.0100.013-0.0030.03402626.08695710577.784.08163265310.670.67
265T S481320.0670.070-0.0030.0009594.37956210678.524.37956204380.760.75
265T S481522.402.380.0200.0000350.83682010779.264.37956204380.760.78
266T S482360.340.330.0100.0004462.98507510880.004.44444444440.760.78
266T S482560.640.630.0100.0001241.57480310980.744.44444444440.780.78
267T S475761.491.480.0100.0000230.67340111081.484.44444444440.780.79
268T S484620.190.180.0100.0014615.40540511182.224.44444444440.780.79
269T S485781.601.590.0100.0000200.62695911282.964.65116279070.800.82
269T S485980.070.08-0.0070.0046619.65517211383.704.80.950.94
270T S489340.010.010.0010.0032008.00000011484.444.80.950.96
270T S489540.420.410.0100.0002902.40963911585.194.87804878051.051.06
270T S489740.780.79-0.0100.0000811.27388511685.935.40540540541.141.14
271T S485060.460.440.0200.0009884.44444411786.675.40540540541.141.14
271T S485260.060.06-0.0030.0011524.80000011887.415.60747663551.221.22
272T S490440.450.440.0100.0002522.24719111988.155.88235294121.261.27
272T S490640.110.12-0.0100.0037818.69565212088.895.88235294121.321.34
272T S490840.360.37-0.0100.0003752.73972612189.6381.361.34
273T S483381.571.58-0.0100.0000200.63492112290.3781.491.48
273T S483580.330.35-0.0200.0017305.88235312391.118.69565217391.491.48
274T S486770.010.01-0.0040.05555633.33333312491.858.69565217391.571.58
274T S486970.010.010.0000.0000000.00000012592.598.69565217391.571.58
274T S487170.080.070.0020.0003652.70270312693.339.09090909091.601.59
274T S487370.260.260.0000.0000000.00000012794.079.52380952381.601.59
275T S474730.090.09-0.0040.0009884.44444412894.819.65517241381.731.74
275T S474930.760.78-0.0200.0003372.59740312995.569.65517241382.112.10
276T S488531.141.140.0000.0000000.00000013096.3013.33333333332.312.32
276T S488730.370.370.0000.0000000.00000013197.0415.38461538462.352.34
277T S491610.0830.084-0.0010.0000721.19760513297.7826.08695652172.402.38
277T S491810.0150.0150.0000.0000000.00000013398.5226.08695652172.402.38
277T S492010.0100.013-0.0030.03402626.08695713499.2633.33333333332.892.90
277T S492210.0670.070-0.0030.0009594.379562135100.0033.33333333332.902.92
0.0020063.193104
2.902.92Max
0.010.01Min
0.500.50Media
135135N
0.620.62Desvest
Anlisis de Duplicados Cobre Total
Grafico Dup C.Acido
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Ley Original %CuT
Ley Duplicado
Scattergrama
Grafico Dup CO3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Ley Original %CuT
Diferencia
Grfico de Residuos
Grafico Dup NO3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Rango Percentil %
Diferencia Relativa Absoluta
Grfico de Diferencias Relativas
Grafico Dup AlSol
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Ley Original %CuT
Ley duplicado
QQ Plot Leyes
Grafico Dup MnSol
Ley 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D
197TS-429550.630.610.0200.0005203.22580610.7400.0100.010
197TS-429750.140.140.0000.0000000.00000021.4800.010.01
198TS-430842.992.980.0100.0000060.33500832.2200.010.01
198TS-431040.020.020.0000.0000000.00000042.9600.0100.010
199TS-433140.220.200.0200.0045359.52381053.7000.0100.010
200TS-431790.230.230.0000.0000000.00000064.4400.010.01
200TS-431992.422.420.0000.0000000.00000075.1900.0100.010
200TS-432190.070.08-0.0100.00888913.33333385.9300.010.01
201TS-430640.140.140.0000.0000000.00000096.6700.0100.010
202TS-433681.371.370.0000.0000000.000000107.4100.010.01
203T S439200.260.250.0100.0007693.921569118.1500.0100.010
204T S438130.180.19-0.0100.0014615.405405128.8900.0100.010
205T S439950.100.100.0000.0000000.000000139.6300.0100.010
206T S434270.0100.0100.0000.0000000.0000001410.3700.010.01
206T S434471.011.04-0.0300.0004282.9268291511.1100.010.01
207TS-430370.0400.0400.0000.0000000.0000001611.8500.010.01
208T S435520.020.020.0000.0000000.0000001712.5900.010.01
209T S436550.010.010.0000.0000000.0000001813.3300.010.01
209T S436751.171.170.0000.0000000.0000001914.0700.010.01
210T S437310.010.010.0000.0000000.0000002014.8100.0100.010
210T S437680.140.15-0.0100.0023786.8965522115.5600.0100.010
211T S440580.0100.0100.0000.0000000.0000002216.3000.0100.010
211T S440781.161.160.0000.0000000.0000002317.0400.0110.011
212T S449530.0100.0100.0000.0000000.0000002417.7800.010.01
213T S450200.010.010.0000.0000000.0000002518.5200.020.015
213T S450400.290.290.0000.0000000.0000002619.2600.0150.02
214T S442920.0100.0100.0000.0000000.0000002720.0000.0190.019
215T S436060.070.070.0000.0000000.0000002820.7400.020.02
216T S445550.0520.0510.0010.0001891.9417482921.4800.020.02
217T S451080.010.010.0000.0000000.0000003022.2200.020.02
217T S451280.550.540.0100.0001681.8348623122.9600.020.02
218T S455810.0100.0100.0000.0000000.0000003223.7000.020.02
218T S456010.200.21-0.0100.0011904.8780493324.4400.020.02
219T S455090.130.130.0000.0000000.0000003425.1900.020.02
219T S455290.120.120.0000.0000000.0000003525.9300.020.02
220T S451980.160.17-0.0100.0018376.0606063626.6700.030.03
221T S448630.010.010.0000.0000000.0000003727.4100.0290.029
222T S452610.0100.0100.0000.0000000.0000003828.1500.030.03
222T S452810.760.730.0300.0008114.0268463928.8900.030.03
223T S467730.780.780.0000.0000000.0000004029.6300.030.03
223T S467932.702.71-0.0100.0000070.3696864130.3700.030.03
223T S468130.0110.0100.0010.0045359.5238104231.1100.0400.040
224T S458830.080.080.0000.0000000.0000004331.8500.040.04
224T S459030.480.480.0000.0000000.0000004432.5900.040.05
225T S457800.020.020.0000.0000000.0000004533.3300.050.05
225T S458000.330.320.0100.0004733.0769234634.0700.050.05
226T S456850.050.050.0000.0000000.0000004734.8100.0520.05
226T S457051.631.630.0000.0000000.0000004835.5600.060.051
227T S448992.062.060.0000.0000000.0000004936.3000.060.06
228T S435032.132.14-0.0100.0000110.4683845037.0400.070.07
229T S439500.160.17-0.0100.0018376.0606065137.7800.070.07
229T S439700.020.020.0000.0000000.0000005238.5200.070.07
230T S459870.0290.0290.0000.0000000.0000005339.2600.070.08
230T S460070.880.880.0000.0000000.0000005440.0000.080.08
230T S460270.140.140.0000.0000000.0000005540.7400.080.08
231T S442570.170.170.0000.0000000.0000005641.4800.080.08
232T S463410.030.030.0000.0000000.0000005742.2200.080.09
233T S444650.100.090.0100.00554010.5263165842.9600.080.09
233T S444850.170.160.0100.0018376.0606065943.7000.090.09
234T S460951.761.740.0200.0000651.1428576044.4400.090.09
234T S461150.040.05-0.0100.02469122.2222226145.1900.090.09
234T S461350.020.020.0000.0000000.0000006245.9300.100.09
235T S453510.180.180.0000.0000000.0000006346.6700.100.09
235T S453710.130.14-0.0100.0027437.4074076447.4100.100.09
236T S443570.080.09-0.0100.00692011.7647066548.1500.100.10
236T S443770.240.240.0000.0000000.0000006648.8900.100.10
236T S443970.020.020.0000.0000000.0000006749.6300.100.10
237T S465810.100.100.0000.0000000.0000006850.3700.100.10
237T S466010.050.050.0000.0000000.0000006951.1100.100.10
238T S441340.080.080.0000.0000000.0000007051.8500.110.10
238T S441540.130.130.0000.0000000.0000007152.5900.120.12
239T S462120.130.130.0000.0000000.0000007253.3300.130.13
239T S462320.060.060.0000.0000000.0000007354.0700.130.13
239T S462520.070.070.0000.0000000.0000007454.8100.130.13
240T S468810.0190.0190.0000.0000000.0000007555.5600.130.13
241T S477570.100.10-0.0010.0000531.0256417656.3000.130.14
242T S464510.0100.0100.0000.0000000.0000007757.0400.140.14
243T S464000.080.09-0.0100.00692011.7647067857.7800.140.14
244T S454680.100.090.0100.00554010.5263167958.5200.140.14
245T S465180.890.890.0000.0000000.0000008059.2600.140.14
246T S469840.0100.011-0.0010.0045359.5238108160.0000.140.14
247T S464980.040.040.0000.0000000.0000008260.7400.140.14
248T S445830.100.090.0100.00554010.5263168361.4800.140.15
249T S448091.021.03-0.0100.0000480.9756108462.2200.150.15
249T S448290.590.580.0100.0001461.7094028562.9600.160.16
251T S443372.582.61-0.0300.0000671.1560698663.7000.160.17
252T S478250.070.070.0010.0000951.3793108764.4400.170.17
252T S478450.180.19-0.0100.0014615.4054058865.1900.170.17
253T S476350.100.100.0010.0000551.0471208965.9300.180.18
254T S471650.150.150.0000.0000000.0000009066.670.33500837520.180.19
255T S479060.090.09-0.0020.0002422.1978029167.410.36968576710.180.19
256T S473820.190.190.0000.0000000.0000009268.150.46838407490.190.19
257T S479510.030.03-0.0010.0004733.0769239368.890.96618357490.190.19
257T S479710.010.010.0000.0000000.0000009469.630.97560975610.200.20
258T S476650.130.130.0000.0000000.0000009570.371.02564102560.220.21
259T S466830.080.080.0000.0000000.0000009671.111.04712041880.230.23
259T S467030.100.100.0000.0000000.0000009771.851.06951871660.240.24
260T S472330.010.010.0000.0000000.0000009872.591.14285714290.250.24
260T S472530.090.090.0000.0000000.0000009973.331.15606936420.260.25
261T S470120.020.020.0000.0000000.00000010074.071.37931034480.280.28
262T S474170.010.010.0000.0000000.00000010174.811.52671755730.290.29
263T S469170.450.450.0000.0000000.00000010275.561.70940170940.330.32
263T S469370.720.720.0000.0000000.00000010376.301.83486238530.400.40
264T S480250.140.140.0000.0000000.00000010477.041.94174757280.450.45
264T S480451.171.170.0000.0000000.00000010577.782.06185567010.480.48
265T S481320.030.030.0000.0000000.00000010678.522.19780219780.480.49
265T S481522.062.08-0.0200.0000470.96618410779.262.92682926830.550.54
266T S482361.171.170.0000.0000000.00000010880.003.07692307690.590.58
266T S482560.400.400.0000.0000000.00000010980.743.07692307690.630.61
267T S475761.161.160.0000.0000000.00000011081.483.22580645160.660.65
268T S484620.060.050.0100.01652918.18181811182.223.77358490570.720.72
269T S485781.341.340.0000.0000000.00000011282.963.92156862750.760.73
269T S485980.010.010.0000.0000000.00000011383.704.02684563760.780.78
270T S489340.010.010.0000.0000000.00000011484.444.08163265310.830.83
270T S489540.190.190.0000.0000000.00000011585.194.87804878050.880.88
270T S489740.660.650.0100.0001171.52671811685.935.40540540540.890.89
271T S485060.280.280.0000.0000000.00000011786.675.40540540541.011.03
271T S485260.020.02-0.0010.0020816.45161311887.416.06060606061.021.04
272T S490440.250.240.0100.0008334.08163311988.156.06060606061.161.16
272T S490640.030.030.0000.0000000.00000012088.896.06060606061.161.16
272T S490840.110.100.0100.0045359.52381012189.636.45161290321.171.17
273T S483381.171.170.0000.0000000.00000012290.376.89655172411.171.17
273T S483580.140.140.0000.0000000.00000012391.117.40740740741.171.17
274T S486770.010.010.0000.0000000.00000012491.859.52380952381.171.17
274T S486970.010.010.0000.0000000.00000012592.599.52380952381.341.34
274T S487170.020.020.0000.0000000.00000012693.339.52380952381.371.37
274T S487370.090.09-0.0010.0000571.06951912794.079.52380952381.631.63
275T S474730.030.030.0010.0007123.77358512894.8110.52631578951.761.74
275T S474930.480.49-0.0100.0002132.06185612995.5610.52631578952.062.06
276T S488530.830.830.0000.0000000.00000013096.3010.52631578952.062.08
276T S488730.140.140.0000.0000000.00000013197.0411.76470588242.132.14
277T S491610.0100.0100.0000.0000000.00000013297.7811.76470588242.422.42
277T S491810.0100.0100.0000.0000000.00000013398.5213.33333333332.582.61
277T S492010.0100.0100.0000.0000000.00000013499.2618.18181818182.702.71
277T S492210.0150.0150.0000.0000000.000000135100.0022.22222222222.992.98
2.992.98Max
0.010.01Min
0.370.37Media
135135N
0.620.62Desvest
Anlisis de Duplicados Cobre Soluble
Grafico Dup MnSol
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Ley Original %CuSol
Ley Duplicado
Scattergrama
Grafico Dup FeSol
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Ley Original %CuSol
Diferencia
Grfico de Residuos
Grafico Dup ClSol
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Rango Percentil %
Diferencia Relativa Absoluta
Grfico de Diferencias Relativas
Grafico Dup. Rep. CuT
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Ley Original %CuSol
Ley duplicado
QQ Plot
Grafico Dup. Rep. CuSol
Ley 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D
197TS-4295524222.0000.0037818.69565210.7401919
197TS-4297530282.0000.0023786.89655221.4801920
198TS-430847779-2.0000.0003292.56410332.2202020
198TS-4310425232.0000.0034728.33333342.9602020
199TS-433142123-2.0000.0041329.09090953.7002122
200TS-4317939372.0000.0013855.26315864.4402122
200TS-431996972-3.0000.0009054.25531975.1902122
200TS-432193637-1.0000.0003752.73972685.9302123
201TS-4306432320.0000.0000000.00000096.6702323
202TS-4336849472.4700.0013115.120763107.4102423
203T S4392024231.0000.0009054.255319118.1502423
204T S4381321201.0000.0011904.878049128.8902424
205T S4399551510.0000.0000000.000000139.6302424
206T S4342749472.0000.0008684.1666671410.3702424
206T S434475758-1.0000.0001511.7391301511.1102524
207TS-430372712710.0000.0000000.0000001611.8502524
208T S4355260582.0000.0005753.3898311712.5902624
209T S4365520200.0000.0000000.0000001813.3302625
209T S436754547-2.0000.0009454.3478261914.070.0294208592626
210T S4373147452.0000.0009454.3478262014.810.04914729442627
210T S437681922-3.0000.01070814.6341462115.560.14444881712627
211T S4405829290.0000.0000000.0000002216.300.16077803332727
211T S4407851474.0000.0033328.1632652317.040.268572252728
212T S449536364-1.0000.0001241.5748032417.780.3299093972728
213T S450203941-2.0000.0012505.0000002518.520.41474148532828
213T S4504040400.0000.0000000.0000002619.260.50632911392828
214T S44292147149-2.0000.0000911.3513512720.000.52147252372828
215T S4360629290.0000.0000000.0000002820.740.52212728982828
216T S445553536-0.8150.0002682.3137312921.480.52493438322828
217T S451083637-1.0000.0003752.7397263022.220.55606802292928
217T S451284344-1.0000.0002642.2988513122.960.72198323552929
218T S4558143412.0000.0011344.7619053223.700.96516477952929
218T S4560139390.0000.0000000.0000003324.441.13741192692929
219T S4550933330.0000.0000000.0000003425.191.16715816913029
219T S4552934331.0000.0004462.9850753525.931.2924154333029
220T S451983334-1.0000.0004462.9850753626.671.31737730513030
221T S448631911901.0000.0000140.5249343727.411.34969491153030
222T S452611351323.0000.0002522.2471913828.151.35135135143030
222T S452812729-2.0000.0025517.1428573928.891.38689018443030
223T S467733738-0.9120.0002922.4185134029.631.43884892093130
223T S467936667-1.8040.0003692.7148924130.371.44678883243131
223T S4681345431.3190.0004503.0005624231.111.48148148153131
224T S4588326242.0000.0032008.0000004331.851.53846153853231
224T S4590344422.0000.0010824.6511634432.591.57480314963232
225T S4578038371.0000.0003562.6666674533.331.6238825783232
225T S458002628-2.0000.0027437.4074074634.071.73913043483232
226T S456852324-1.0000.0009054.2553194734.811.73913043483232
226T S457055758-1.0000.0001511.7391304835.561.76991150443232
227T S448991401382.0000.0001041.4388494936.301.80902118293333
228T S435033334-1.0000.0004462.9850755037.041.86915887853333
229T S4395029281.0000.0006163.5087725137.782.0983671973333
229T S4397068671.0000.0001101.4814815238.522.24719101123334
230T S459873032-2.7460.0038948.8253575339.262.24719101123434
230T S460075557-1.7470.0004893.1274735440.002.29885057473434
230T S4602740391.0850.0003742.7349705540.742.31373055173434
231T S442573435-1.0000.0004202.8985515641.482.41851265683435
232T S4634130300.0000.0000000.0000005742.222.43120508413535
233T S4446531301.0000.0005373.2786895842.962.55857734373536
233T S4448554531.0000.0001751.8691595943.702.56410256413536
234T S4609562602.0000.0005373.2786896044.442.56999663163536
234T S4611528271.0000.0006613.6363646145.192.66666666673536
234T S461354445-1.0000.0002522.2471916245.932.67460097233636
235T S4535126251.0000.0007693.9215696346.672.714891943636
235T S4537125223.0000.00814812.7659576447.412.73496985683637
236T S443573638-2.0000.0014615.4054056548.152.73972602743637
236T S4437757561.0000.0001571.7699126648.892.73972602743637
236T S4439747452.0000.0009454.3478266749.632.74556493983737
237T S4658132320.0000.0000000.0000006850.372.77777777783737
237T S4660124240.0000.0000000.0000006951.112.81690140853837
238T S4413428280.0000.0000000.0000007051.852.89855072463837
238T S4415460600.0000.0000000.00000071