1-Introduccion

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Muestreo y Control de Calidad para Evaluación de Yacimientos

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Transcript of 1-Introduccion

Diapositiva 1

Muestreo y Control de Calidad para Evaluacin de YacimientosIntroduccin al Muestreo de Material particuladoIntroduccinMuestrasClculo de RecursosDiseo y Plan MineroClculo de ReservasInversinSI LAS MUESTRAS ESTN MAL, TODO SALE MALHiptesis de trabajo: La ley de la muestra es correcta Puede utilizarse como un valor sin incertidumbrePrctica:Muestra que se toma es pequeaExiste un error respecto a ley del conjunto a representar Muestreo en ExploracinMuestreos Dirigidos de AfloramientosMuestras de Canales y CaminosMalla Grande de Sondajes (200m x 200m) Malla Fina de Sondajes en Zonas de Inters (70m x 70m)Muestreos Dirigidos de Afloramientos

Muestreos Dirigidos de Afloramientos

Muestra perpendicular a estructura (potencia completa).Se muestrea ms all de la veta para asegurarse de que se muestre el contenido total.Acumulacin (ley x potencia) permanece constante.Muestreo de canales

Muestreo de canales

Muestreo de canales

V E T A

Muestreo de canalesEjemplo de uso de acumulacin

Media usando acumulaciones

Media de leyes (sinconsiderar largos)119 cm81 cm140 cm106 cm75 cm75 cm215 cm91 cm34 cm335 cm*gr/ton581 cm*gr/ton212 cm*gr/ton296 cm*gr/ton352 cm*gr/ton253 cm*gr/ton199 cm*gr/ton705 cm*gr/ton156 cm*gr/ton

Muestreo de canalesMuestreo de caminos y trincherasMuestreo de exploracin en trincheras / caminos hechas con bulldozer

Muestreo de caminos y trincherasMuestreo segn cambio de alteracin

Muestreo de caminos y trincherasMuestreo segn cambio de alteracinLargo de muestras entre 5 y 10 m.Peso de muestras ~ 5kg.

Muestreo de caminos y trincherasTrincheras cortan estructuras perpendicularmente

Laterita de Nquel en BrasilBuena recuperacin en terreno arcillosoMuestreo de exploracin (DDH)Tamaos de testigos de Diamantina, wireline

Muestreo de exploracin (DDH) testigos

Muestreo de exploracin (DDH)Perforadora de Diamantina (DDH) con recuperacin de testigo con wire-lineDirigido a cortar estructuras (sondajes inclinados en estructuras verticales)Rendimiento: ~ 40 - 80 m/da (Dim. HQ o PQ)

Muestreo de exploracin (DDH)Recuperacin de testigoFacilita interpretacin geolgicaMs caro ~ US$100 / mPoca recuperacin cerca del collar en terreno fracturado

Muestreo de exploracin (AR)Sonda ARMuestra de mayor peso (30-40 kg/m)Mayor riesgo de contaminacin y prdidas

Muestreo de exploracin (AR)Sistema de doble cicln usado en aire reverso y pozos de tronadura

Muestreo de exploracin (AR)Recuperacin de detritosMs barato ~ US$30 / mUsados en in-fillRendimiento: ~ 50 150 m/da (Dim. 5 a 5 )

Uso de resultados de exploracinModelamiento Geolgico (Litologa, Mineralizacin, Alteracin Unidades de estimacin)Modelo de Leyes Kriging / SimulacinClculo de Recursos GeolgicosClasificacin de Recursos GeolgicosDiseo y Plan MineroClculo de ReservasModelamiento Geolgico

Malla de sondajes 50 x 50 mModelo litolgico: prfido - esquistosModelo de Leyes

Estimacin de leyes en modelo de bloques mediante kriging.Clculo de Recursos GeolgicosCurva Tonelaje Ley

Clasificacin de Recursos Geolgicos

Recursos medidos, indicados e inferidosDiseo y Plan Minero: Reservas MinerasDiseo de Pit ptimoDiseo de fases

Plan Minero: Reservas Mineras

Muestreo en ProduccinMuestreo de Pozos de TronaduraMuestreo de Labores SubterrneasMuestreo de BuzonesMuestreo de Carros o CamionesMuestreo AdelantadoMuestreo de Pozos de Tronadura

Uso de bandeja radialMuestreo de Pozos de Tronadura

Muestreo de Pozos de TronaduraUso de tubo

Muestreo de Pozos de TronaduraPrdida excesiva de finos de alta ley

Muestreo de Labores Subterrneas

Muestreo de Carros o Camiones

Prdida de finosMuestreo de Carros o Camiones

Muestreo de gruesospor chipsMuestreo de finoscon poruaMuestreo AdelantadoAlternativa a muestrear los pozos de tronaduraPara planificacin de corto plazoConstruccin de modelos para varios elementos (CuT, CuS, Granulometra, consumo de cido, contaminantes, Work Index, etc.)Perforacin con equipo de AR

Uso de datos de muestreo de produccinProgramacin de produccinDiscriminacin Mineral a PlantaMineral a AcopiosEstril a BotaderosMetodologas de programacinPolgonos manualesInverso de la distanciaKrigingSimulacin Beneficio esperadoOptimizacin de lmites de extraccinAsignacin de bloques a planta o botadero

Ley realMineral a plantaEstril a BotaderoEstril a PlantaMineral a BotaderoLey estimadaMetodologas de asignacinPolgonosInverso de la distanciaKrigingSimulacin

Metodologas de asignacinInformacin disponible:Ley de muestras de pozos de tronaduraLey de muestras adelantadasEstimar o simular la ley

Metodologas de asignacinModelo de BeneficioClasificacin de bloques

Corto Plazo: Valor de la DecisinConsiderar Bloque de 15 x 15 x 15 m3.Densidad 2.7 ton/m3Ley media del bloque de 0.7%CuLey de corte de 0.5 %CuPrecio del Cobre 140 cUS$/lb CuBloque mal clasificadoPrdida marginal de 0.2% Cu40.178 lb Cu 56.250 US$ - 32 millones de pesosMuestreo en PlantasPlantas de flotacinMuestreo de leyes de cabezaMuestreo de leyes de colaMuestreo de concentradosMuestreo para control de procesosPlanta de lixiviacinMuestreo de leyes de cabezaMuestreo de pilas agotadasMuestreo para comercializacinMuestreo de ctodosMuestreo de concentradosCronoestadsticaBalance de masasMuestreo de cabezasCortador de flujo completo para pulpas (cabezas, colas, concentrados, etc.)

CortadorFlujoMuestreo de colasColas filtradas

Muestreo de concentradosMuestreo de concentrado en puerto de embarque

Muestreo para control de procesosMuestreadores no son equiprobabilsticos, en general

Muestreo de pilas agotadasDificultades:Pilas ROM granulometra muy heterognea (colpas + finos)Pilas de lixiviacin chancadas heterogneas producto de canalizacin de soluciones y presencia de barro

Muestreo de pilas agotadasMuestreo con retroexcavadora y paleo alternado.

PilaZanja demuestreoMuestrasMuestreo de ctodosMuestreo de ley de cobre e impurezasImpurezas no estn distribuidas en forma homogneaMuestreo que se automatiza no es equiprobable, en general

CronoestadsticaPropsito es calcular el error de muestreo y anlisis qumico para un determinado perodo de tiempo (turno, da) a partir de muestras tomadas cada cierto intervalo temporal (10 min).

Evaluacin de la Calidad y Control de CalidadProtocolos de MuestreoControl de calidad:Control Granulomtrico de Chancado y MoliendaRechazos GruesosAnlisis en DuplicadosMuestras EstndarGrfico de Thompson & HowarthProtocolos de MuestreoChancador(-3 mm)Muestra AR(1 m @ 1 cm)40 kgDivisor RotatorioRechazo gruesoDivisor RiffleR1R2Preparacin en terrenoMuestra(1 kg)R3Muestra(250 g)Pulverizador(-150#)R4Muestra(1 g Cu50 g Au)20 kg20 kg1 kg250 gPreparacin en laboratorioqumicoPreparacin en laboratorio de preparacinde muestraProtocolos de muestreoReduccin de una muestra inicial de 40 kg a 1 g para anlisis de Cu o 50 g para anlisis de AuEl protocolo es un proceso de varias etapas de conminucin y reduccin de masaEl control de calidad es necesario por:Muestra final debe ser representativa de la masa inicialSesgos por prdidas de fino, segregacin y malos procedimientos o equiposControl Granulomtrico de Chancado y MoliendaEspecificacin es que d95 < 2 mm

Rechazos GruesosRe-preparaciones de rechazos gruesos (R1) para controlar error total de preparacin y anlisis qumico

Anlisis en DuplicadosAnlisis en duplicados de pulpas (R3) para controlar error de anlisis qumico

Muestras EstndarCalibracin de estndar mediante round robinCarta de control con media y lmites de confianza

Round RobinCarta de control del estndarMedia2sGrfico de Thompson & HowarthPermite medir precisin en funcin de la ley

Grfico11.040.3751.040.38194444441.11.0441.041.04811.061.061.061.11.061.11.081.041.0961.11.081.141.0721.021.0961.061.0961.161.061.11.0520.961.080.981.1121.21.1241.321.1481.161.1761.081.1721.121.1361.181.1161.141.0921.061.120.961.1321.261.1081.241.1281.021.1281.161.0680.961.0080.9610.941.0640.981.0641.481.0640.961.0760.961.08410.9561.020.9560.840.9520.960.9440.940.9480.960.961.040.9440.90.940.880.9240.920.9160.880.93610.9410.9440.90.9440.940.920.880.8920.880.880.860.8560.840.8440.820.8720.820.8841.020.77777777780.920.7847222222

Au (g/t)Au (MA5)TimeAu (g/t)Tails Sample Au (g/t)

1 MINTABLE I EL PENON TAILS SAMPLING - 1 MINUTE INTERVAL SAMPLING VARIOGRAM RESULTSSAMPLETIMEAu (g/t)Au (5MA)Ag (g/t)Ag (5MA)19:020.883129:031.123339:040.860.903132.3049:050.800.893332.5559:060.840.863432.3169:070.840.883232.3879:080.940.923232.2689:090.960.913131.6999:101.040.903231.54109:110.780.903132.50119:120.800.873132.64129:130.940.833732.78139:140.780.843232.97149:150.860.893333.20159:160.840.993232.44169:171.021.133232.27179:181.461.203332.07189:191.481.223131.69199:201.181.243231.64209:210.941.153031.48219:221.141.103231.63229:231.001.123231.89239:241.261.173232.02249:251.281.163331.71259:261.161.183131.59269:271.121.163131.21279:281.061.163131.07289:291.201.203031.04299:301.2832309:311.3231Mean1.0431.95Std Dev0.201.27Maximum1.4836.59Minimum0.7830.12

MINERA MERIDIAN

1 MIN

Au (g/t)Au (MA5)TimeAu (g/t)Tails Sample (Au g/t)

10 MIN

Ag (g/t)Ag (MA5)TimeAg (g/t)Tails Sample (Ag g/t)

ERRORESTABLE II EL PENON TAILS SAMPLING - 10 MINUTE INTERVAL SAMPLING VARIOGRAM RESULTSSAMPLETIMEAu (g/t)Au (5MA)Ag (g/t)Ag (5MA)19:001.0431.7129:101.0431.4839:201.101.0430.9131.3449:301.041.0530.6931.0959:401.001.0631.8931.1069:501.061.0630.4631.33710:001.101.0631.5631.35810:101.101.0832.0631.54910:201.041.1030.7731.321010:301.101.0832.8531.071110:401.141.0729.3730.581210:501.021.1030.2930.741311:001.061.1029.6030.111411:101.161.0631.6030.191511:201.101.0529.6830.191611:300.961.0829.7930.391711:400.981.1130.2730.291811:501.201.1230.6030.691912:001.321.1531.1031.182012:101.161.1831.6729.802112:201.081.1732.2530.382212:301.121.1423.4030.672312:401.181.1233.5029.852412:501.141.0932.5229.492513:001.061.1227.5831.302613:100.961.1330.4631.252713:201.261.1132.4630.212813:301.241.1333.2530.452913:401.021.1327.3330.513013:501.161.0728.7530.023114:000.961.0130.7529.733214:100.961.0030.0430.543314:200.941.0631.7730.963414:300.981.0631.3931.123514:401.481.0630.8729.873614:500.961.0831.5429.953715:000.961.0823.7830.113815:101.000.9632.1730.213915:201.020.9632.1930.214015:300.840.9531.3531.624115:400.960.9431.5431.284215:500.940.9530.8730.804316:000.960.9630.4630.354416:101.040.9429.7930.034516:200.900.9429.1030.004616:300.880.9229.9529.954716:400.920.9230.6929.844816:500.880.9430.2130.354917:001.000.9429.2530.315017:101.000.9431.6730.125117:200.900.9429.7729.855217:300.940.9229.7029.965317:400.880.8928.8929.945417:500.880.8829.7729.815518:000.860.8631.5629.835618:100.840.8429.1430.105718:200.820.8729.8129.445818:300.820.8830.2329.025918:401.0226.476018:500.9229.45Mean1.0230.40Std Dev0.131.87Maximum1.4833.50Minimum0.8223.40

MINERA MERIDIAN

ERRORES

Au (g/t)Au (MA5)TimeAu (g/t)Tails Sample Au (g/t)

CUADRUPLIC-LAB

Ag (g/t)Ag (MA5)TimeAg (g/t)Tails Sample Ag (g/t)

LAB-ERROR-AUTABLE V MERIDIAN - EL PENON TAILS SAMPLING - AuC A L C U L A T I O NSAMPLING INTERVAL IN MINUTES102030405060700.007540.007910.008440.008970.009270.009570.009610.007850.008440.008930.009230.009380.009400.00956SAMPLING INTERVAL REL. VAR0.007230.007380.007950.008710.009160.009740.00966SAMPLE PREPARATION AND ASSAYING0.000310.000310.000310.000310.000310.000310.00031SAMPLES IN 8Hr4824161210878 Hr SHIFT ERROR (%)2.152.482.843.223.563.914.15SAMPLES IN 12Hr7236241814.4121012 Hr SHIFT ERROR (%)2.032.272.532.823.083.353.53SAMPLES IN 24 Hr14472483628.8242124 Hr DAY ERROR (%)1.902.032.182.352.512.672.79

LAB-ERROR-AU

8 Hr24 Hr12 HrSAMPLING INTERVAL (MIN)TOTAL ERROR (%)EL PENON TAILS SAMPLING ERRORS - Au

LAB-ERROR-AGTable III Cuadruplicate Au and Ag Shift Tail Assays - Period September 1 to 23, 2002Au, g/tAg, g/tEnvelope 1Envelope 2AverageEnvelope 1Envelope 2AverageDayShiftM1M2M3M4M1M2M3M41-SepA0.900.920.880.900.9032.7433.0131.0633.1332.481-SepB0.860.880.860.880.8732.8033.2333.6233.0633.181-SepC0.860.840.880.840.8631.9531.8931.9731.9331.932-SepA0.840.860.880.840.8627.6827.5327.8627.8027.722-SepB0.900.920.900.920.9129.5529.2829.5929.6129.512-SepC0.840.800.860.840.8426.0426.0426.0726.0426.053-SepA0.840.780.780.860.8224.6124.7324.5924.9224.713-SepB0.720.740.720.740.7323.5723.8423.9823.6423.763-SepC0.520.500.480.500.5022.0622.2422.3122.2022.204-SepA0.720.700.740.720.7222.9022.7423.3022.6122.894-SepB0.620.580.600.620.6119.7419.9019.6619.5019.704-SepC0.740.760.740.760.7519.2719.5019.6819.7019.545-SepA0.600.600.640.640.6220.0719.5520.8320.2120.165-SepB0.600.620.600.620.6115.0814.7615.4515.2915.145-SepC0.520.600.600.560.5714.7214.7614.9415.0214.866-SepA0.540.540.520.520.5317.5217.7118.1618.0517.866-SepB0.480.460.480.460.4713.7913.4813.3613.5813.556-SepC0.520.540.500.520.5215.7715.8315.7315.9515.827-SepA0.500.520.500.520.5117.0116.3516.0816.7616.557-SepB0.480.460.480.480.4817.7617.9818.2118.2918.067-SepC0.600.580.620.600.6018.6618.5618.5618.5218.578-SepA0.520.520.560.560.5420.0920.5221.0720.7920.628-SepB0.720.760.740.760.7518.3718.6418.6018.4118.508-SepC0.520.460.520.460.4918.3518.3718.4118.6218.449-SepA0.640.620.640.640.6421.5720.1120.2920.3320.589-SepB0.640.600.620.600.6221.8721.8722.0222.0021.949-SepC0.620.600.640.640.6320.2319.9420.1620.0620.1010-SepA0.700.720.700.720.7121.8622.1222.0421.8821.9810-SepB0.620.600.620.600.6124.0124.0723.9724.0324.0210-SepC0.720.780.780.780.7722.8022.5122.8622.7622.7311-SepA0.800.780.800.780.7922.5323.0823.1422.8022.8911-SepB0.560.580.540.520.5523.1823.2423.2423.2223.2211-SepC0.620.640.600.640.6322.8923.5122.7523.6923.2112-SepA0.800.820.800.820.8123.1523.3323.0722.9323.1212-SepB0.680.660.640.660.6622.4522.4322.4722.4722.4512-SepC0.660.640.640.640.6520.4820.7920.0320.4420.4413-SepA13-SepB0.520.500.540.520.5218.6018.5818.5518.5518.5713-SepC0.600.580.600.580.598.719.309.469.429.2214-SepA0.640.660.640.660.6518.7218.5818.5018.7818.6414-SepB0.600.640.580.660.6218.3517.9418.1518.2718.1814-SepC0.640.640.640.660.6520.9920.0319.9219.8020.1815-SepA0.960.980.980.960.9718.6018.7318.9919.1118.8615-SepB0.700.640.700.660.6820.9521.1121.3421.0721.1215-SepC0.720.740.740.760.7423.0723.5724.1923.7323.6416-SepA0.760.780.760.800.7822.1222.1422.1022.0822.1116-SepB0.720.720.760.740.7420.8120.1021.5120.1020.6316-SepC0.660.680.600.660.6521.9622.0222.0222.1422.0317-SepA0.600.600.620.600.6118.3518.3318.3318.3718.3417-SepB0.780.760.780.740.7716.2815.9416.1616.0616.1117-SepC0.860.840.860.840.8520.6520.4920.3520.6120.5218-SepA0.840.800.820.780.8122.4022.4822.3822.4622.4318-SepB0.981.000.960.960.9821.4721.2621.3921.4521.3918-SepC0.880.860.880.860.8720.2919.7220.1919.9820.0419-SepA0.640.660.640.640.6520.0320.0320.0120.0320.0319-SepB0.820.860.820.800.8317.7617.9717.9717.7217.8619-SepC0.780.820.800.820.8118.2218.5118.6118.3018.4120-SepA0.680.700.700.680.6917.3917.4417.3917.3917.4020-SepB0.620.640.580.580.6117.6117.7617.9817.5317.7220-SepC0.600.620.600.620.6114.8615.2715.0515.2115.1021-SepA0.560.600.560.540.5715.5015.5915.5415.5415.5421-SepB0.560.560.580.580.5718.3317.3017.0417.6517.5821-SepC0.540.560.560.540.5514.7514.9515.1415.0614.9722-SepA0.600.620.700.680.6515.8715.0315.4915.1115.3722-SepB0.480.500.480.520.5016.9416.3616.7316.8416.7222-SepC0.560.580.560.600.5813.2413.4213.6913.1113.3623-SepA0.540.540.500.540.5313.3414.5013.4214.3213.9023-SepB0.480.460.420.420.4514.5014.8315.0314.9114.8123-SepC0.580.560.580.560.5713.7213.1013.7213.7813.58Averages0.670.670.670.670.6720.0220.0020.0820.0720.04

MERIDIAN DUPLICATE TAILS SAMPLING - Au PROJECTMERIDIAN DUPLICATE TAILS SAMPLING - AuQ-Q PLOTSUMMARY OF DATASAMPLE NASSAY 1ASSAY 2DIFFERENCEREL. VAR.% DATA|REL DIFF|MEANREL DIFFASSAY 1ASSAY 2ASSAY 1ASSAY 2DIFFERENCEREL. VAR.1.000.910.890.020.00021.470.000.4511.240.470.42NUMBER686868682.000.870.870.000.00002.940.000.470.000.470.47MINIMUM0.47000.4200-0.08000.00003.000.850.86-0.010.00014.410.000.48-2.110.470.48MAXIMUM0.99000.97000.05000.00764.000.850.86-0.010.00015.880.000.490.000.490.49MEAN.0.67060.6718-0.00120.00061935.000.910.910.000.00007.350.000.50-2.020.490.49STD. DEV.0.13110.13230.02156.000.820.85-0.030.00068.820.000.504.000.510.50T TEST-0.457.000.810.82-0.010.000110.290.000.510.000.510.51REL. ERR.2.498.000.730.730.000.000011.760.000.523.850.510.519.000.510.490.020.000813.240.000.52-3.850.520.5210.000.710.73-0.020.000414.710.000.533.770.530.5211.000.600.61-0.010.000116.180.000.533.770.540.5312.000.750.750.000.000017.650.000.54-7.410.540.53REGRESSION13.000.600.64-0.040.002119.120.000.557.270.550.5514.000.610.610.000.000020.590.000.550.000.560.55r0.98715.000.560.58-0.020.000622.060.000.575.310.560.560.97316.000.540.520.020.000723.530.000.57-3.510.570.57ERROR0.02217.000.470.470.000.000025.000.000.57-3.510.570.58OBSERVATIONS6818.000.530.510.020.000726.470.000.570.000.570.5819.000.510.510.000.000027.940.000.58-1.740.580.58INTERCEPT0.00420.000.470.48-0.010.000229.410.000.590.000.590.58X COEFF.0.99521.000.590.61-0.020.000630.880.000.60-3.330.590.59STD. ERR. COEFF.0.02022.000.520.56-0.040.002732.350.000.61-1.650.600.6123.000.740.75-0.010.000133.821.170.61-1.650.600.6124.000.490.490.000.000035.291.170.618.260.600.6125.000.630.64-0.010.000136.761.230.610.000.610.6126.000.620.610.010.000138.241.240.610.000.610.6127.000.610.64-0.030.001239.711.290.610.000.610.6128.000.710.710.000.000041.181.310.621.630.610.6129.000.610.610.000.000042.651.340.62-6.450.610.6230.000.750.78-0.030.000844.121.480.620.000.620.6231.000.790.790.000.000045.591.550.63-4.800.620.6332.000.570.530.040.002647.061.550.631.600.630.6433.000.630.620.010.000148.531.550.64-1.570.630.6434.000.810.810.000.000050.001.570.651.550.630.6435.000.670.650.020.000551.471.600.65-1.550.640.6436.000.650.640.010.000152.941.630.651.550.650.6437.000.510.53-0.020.000754.411.650.650.000.650.6538.000.590.590.000.000055.881.650.656.150.650.6539.000.650.650.000.000057.351.740.65-12.310.670.6540.000.620.620.000.000058.822.020.663.030.670.6841.000.640.65-0.010.000160.292.110.68-1.480.670.6942.000.970.970.000.000061.762.220.690.000.690.6943.000.670.68-0.010.000163.242.470.710.000.710.7144.000.730.75-0.020.000464.712.700.72-2.780.710.7345.000.770.78-0.010.000166.182.780.730.000.720.7346.000.720.75-0.030.000867.653.030.74-4.080.730.7547.000.670.630.040.001969.123.080.74-2.700.730.7548.000.600.61-0.010.000170.593.330.75-1.340.740.7549.000.770.760.010.000172.063.510.750.000.750.7550.000.850.850.000.000073.533.510.77-3.920.750.7651.000.820.800.020.000375.003.590.771.310.770.7852.000.990.960.030.000576.473.640.78-1.290.770.7853.000.870.870.000.000077.943.770.790.000.790.7954.000.650.640.010.000179.413.770.81-1.240.800.8055.000.840.810.030.000780.883.850.810.000.810.8156.000.800.81-0.010.000182.353.850.812.470.810.8157.000.690.690.000.000083.823.920.82-1.230.820.8158.000.630.580.050.003485.294.000.833.640.820.8259.000.610.610.000.000086.764.080.84-3.590.840.8560.000.580.550.030.001488.244.800.850.000.850.8561.000.560.58-0.020.000689.715.310.86-1.170.850.8662.000.550.550.000.000091.186.150.86-1.170.850.8663.000.610.69-0.080.007692.656.450.870.000.870.8764.000.490.50-0.010.000294.127.270.870.000.870.8765.000.570.58-0.010.000295.597.410.902.220.910.8966.000.540.520.020.000797.068.260.910.000.910.91Fig. 367.000.470.420.050.006398.5311.240.970.000.970.9668.000.570.570.000.0000100.0012.310.983.080.990.97Fig. 4

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DUPLICATE ASSAY 1st PACKET - AuDUPLICATE ASSAY 2nd PACKET - AuMERIDIAN DUPLICATE TAILS SAMPLINGAu - SCATTER PLOT

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DUPLICATE ASSAY 1st PACKET - AuDUPLICATE ASSAY 2nd PACKET - AuMERIDIAN DUPLICATE TAILS SAMPLINGAu - PROJECT Q-Q PLOT

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% DATA|RELATIVE DIFFERENCE %|MERIDIAN DUPLICATE TAILS SAMPLINGAu - |REL. DIFF.| PLOT

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MEAN Au VALUERELATIVE DIFFERENCE %MERIDIAN DUPLICATE TAILS SAMPLINGAu - REL. DIFF. PLOT

MERIDIAN DUPLICATE TAILS SAMPLING - Ag PROJECTMERIDIAN DUPLICATE TAILS SAMPLING - AgQ-Q PLOTSUMMARY OF DATASAMPLE NASSAY 1ASSAY 2DIFFERENCEREL. VAR.% DATA|REL DIFF|MEANREL DIFFASSAY 1ASSAY 2ASSAY 1ASSAY 2DIFFERENCEREL. VAR.1.0032.8732.090.780.00031.470.009.22-4.689.019.44NUMBER686868682.0033.0133.34-0.330.00002.940.0013.36-0.5413.3313.40MINIMUM9.019.44-0.710.003.0031.9231.95-0.030.00004.410.0013.551.2013.4113.47MAXIMUM33.0133.340.780.004.0027.6027.83-0.230.00005.880.0413.58-2.4813.6313.75MEAN.20.0120.07-0.070.000107795.0029.4229.60-0.180.00007.350.0513.900.3713.9213.87STD. DEV.4.544.510.276.0026.0426.05-0.010.00008.820.0514.81-2.0714.6614.97T TEST-2.007.0024.6724.75-0.080.000010.290.0614.86-1.6514.7414.98REL. ERR.1.048.0023.7123.81-0.100.000011.760.0914.97-1.6314.8515.109.0022.1522.26-0.100.000013.240.0915.10-0.4114.9215.1310.0022.8222.96-0.130.000014.710.0915.14-2.9615.0715.3011.0019.8219.580.240.000116.180.1015.370.9915.4515.3712.0019.3819.69-0.310.000117.650.1215.540.0015.5415.54REGRESSION13.0019.8120.52-0.710.000619.120.1215.82-0.2615.8015.8414.0014.9215.37-0.450.000420.590.1416.110.0016.1116.11r0.99815.0014.7414.98-0.250.000122.060.1416.551.5516.6516.420.99716.0017.6118.11-0.490.000423.530.1516.72-0.8016.6816.78ERROR0.26817.0013.6313.470.160.000125.000.1717.400.1217.4117.34OBSERVATIONS6818.0015.8015.84-0.040.000026.470.1717.582.6917.6117.3919.0016.6816.420.260.000127.940.1817.72-0.4117.6817.76INTERCEPT0.24920.0017.8718.25-0.380.000229.410.2417.860.1217.8217.85X COEFF.0.99121.0018.6118.540.070.000030.880.2617.86-2.7617.8718.11STD. ERR. COEFF.0.00722.0020.3020.93-0.630.000532.350.3318.06-2.1017.8718.2123.0018.5018.500.000.000033.820.3418.18-0.3418.1518.2524.0018.3618.52-0.150.000035.290.3718.34-0.0618.3418.3525.0020.8420.310.520.000336.760.3918.41-0.5018.3618.4626.0021.8722.01-0.130.000038.240.4118.44-0.8318.3718.5027.0020.0820.11-0.030.000039.710.4118.500.0018.5018.5228.0021.9921.960.030.000041.180.4118.570.1718.5918.5429.0024.0424.000.040.000042.650.4218.570.3918.6118.5530.0022.6522.81-0.150.000044.120.4318.640.0518.6518.6431.0022.8122.97-0.160.000045.590.4518.86-2.0618.6719.0532.0023.2123.23-0.020.000047.060.4619.54-1.5719.3819.5833.0023.2023.22-0.020.000048.530.5019.701.2419.8119.6934.0023.2423.000.240.000150.000.5420.030.0519.8219.8635.0022.4422.47-0.030.000051.470.5920.04-0.4120.0020.0236.0020.6420.230.400.000252.940.6120.10-0.1520.0320.0937.0018.5918.550.030.000054.410.6220.16-3.5220.0820.1138.009.019.44-0.430.001155.880.6820.183.2120.3020.2339.0018.6518.640.010.000057.350.7120.441.9620.4620.3140.0018.1518.21-0.060.000058.820.8020.520.4520.5120.4841.0020.5119.860.650.000560.290.8120.582.5520.5720.5242.0018.6719.05-0.390.000261.760.8320.62-3.0420.6420.8043.0021.0321.21-0.170.000063.240.8320.63-1.6820.8420.9344.0023.3223.96-0.640.000464.710.9921.12-0.8321.0321.2145.0022.1322.090.040.000066.180.9921.39-0.2421.3721.4246.0020.4620.80-0.350.000167.651.0521.94-0.6121.8721.9647.0021.9922.08-0.090.000069.121.2021.980.1421.9922.0148.0018.3418.35-0.010.000070.591.2422.03-0.4221.9922.0849.0016.1116.110.000.000072.061.5522.110.1822.1322.0950.0020.5720.480.090.000073.531.5722.20-0.4622.1522.2651.0022.4422.420.020.000075.001.6322.430.0922.4422.4252.0021.3721.42-0.050.000076.471.6522.45-0.1422.4422.4753.0020.0020.09-0.080.000077.941.6822.73-0.6822.6522.8154.0020.0320.020.010.000079.411.9622.89-0.5922.8122.9655.0017.8717.850.020.000080.882.0622.89-0.7122.8222.9756.0018.3718.46-0.090.000082.352.0723.121.0523.2023.0057.0017.4117.390.020.000083.822.1023.21-0.0923.2123.2258.0017.6817.76-0.070.000085.292.4023.22-0.0923.2423.2359.0015.0715.13-0.060.000086.762.4823.64-2.7323.3223.8160.0015.5415.540.000.000088.242.5523.76-0.4323.7123.9661.0017.8217.340.470.000489.712.6924.020.1724.0424.0062.0014.8515.10-0.240.000191.182.7324.71-0.3324.6724.7563.0015.4515.300.150.000092.652.7626.05-0.0426.0426.0564.0016.6516.78-0.130.000094.122.9627.72-0.8127.6027.8365.0013.3313.40-0.070.000095.593.0429.51-0.6229.4229.6066.0013.9213.870.050.000097.063.2131.93-0.1031.9231.95Fig. 567.0014.6614.97-0.310.000298.533.5232.482.4032.8732.0968.0013.4113.75-0.340.0003100.004.6833.18-0.9933.0133.34Fig. 6

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DUPLICATE ASSAYS 1st PACKET - AgDUPLICATE ASSAYS 2nd PACKET - AgMERIDIAN DUPLICATE TAILS SAMPLING Ag - SCATTER PLOT

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DUPLICATE ASSAYS 1st PACKET - AgDUPLICATE ASSAYS 2nd PACKET - AgMERIDIAN DUPLICATE TAILS SAMPLINGAg - Q-Q PLOT

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% DATA|RELATIVE DIFFERENCE %|MERIDIAN DUPLICATE TAILS SAMPLINGAg - |REL. DIFF.| PLOT

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MEAN Ag VALUERELATIVE DIFFERENCE %MERIDIAN DUPLICATE TAILS SAMPLINGAg - REL. DIFF. PLOT

Grfico195.595.995.495.39695.69595.595.395.495.195.895.295.29595.895.495.695.495.395.395.195.795.395.695.595.495.395.795.395.395.695.495.195.295.195.59595.595.79595.495.4

ManEnvo DDH%Control Granulometrico -# 2.0mm

EstndaresEstndar de Ley altaEstndar de Ley MediaEstndar de Ley BajaCu TotalCu SolubleConsumo AcidoCarbonatoCu TotalCu SolubleConsumo AcidoCarbonatoCu TotalCu SolubleConsumo AcidoNitratoCarbonatoLote%%Kg/Ton%Lote%%Kg/Ton%Lote%%Kg/Ton%%ElementosEstndarRango de ControlResultadosN% Dentro del RangoCalificacin1972.472.4062.30661362231971.46868860611.305642871447.05819956010.211970.50056575530.258010116425.0894534448Lim SupLim InfMediaMximoMnimoMedia1982.472.3363.18080102331981.50804042621.352698032248.29639077020.21980.47138308170.253996072224.71775179191992.492.3162.02873954291991.51644626451.310481020752.35581334240.221990.47577106990.257295828726.0052293431CuTLey Alta2.512.412.462.512.432.4781100Conforme2002.492.3461.93329736432001.52370066941.327347889552.05517605420.222000.4590.247921227627.2645438097Ley Media1.531.471.51.521.471.50811002012.452.3161.97850279462011.51614841341.353448827450.03093802510.222010.44725109080.243955725326Ley Baja0.510.430.470.500.440.47811002022.512.2763.16691430062021.50679496081.356580538847.80731640360.232020.45148710770.260247528224.7874356437CuSolLey Alta2.412.262.342.402.262.3281100Conforme2032.472.3261.51865448952031.50194474921.369627353850.56612091180.22030.47776831680.257298890823.5043275467Ley Media1.391.311.351.381.311.34811002042.482.3061.44358392292041.51445144511.362221622549.72380712490.212040.47245203420.253690261924.2302315537Ley Baja0.270.230.250.260.240.25811002052.502.3563.69814415812051.48169472951.348724767846.42202954980.212050.46500348710.264080747124.3357567749H2SO4Ley Alta64596164596281100Conforme2062.452.3062.37122277052061.48481215031.324979765648.17795209690.222060.45527071490.256269489125.5983153754Ley Media534649534649811002072.482.2962.60016558342071.49626166351.361807588950.78255757440.22070.45995731160.240912134125.3340092133Ley Baja282426282426811002082.492.3261.89933870012081.52281746031.35031440948.30254536760.222080.47101476750.248972162125.4447062109CO3Ley MediaConforme2092.492.3761.18500630332091.50374690561.331999599447.77889424610.212090.45910260190.26224825.893267120.240.170.210.240.200.21811002102.502.3261.54158862372101.4901281.344592123350.349716490.212100.46622598760.244977566424.7444192642112.452.3263.6962951162111.50057749851.333881223848.24824081580.222110.44808902610.261353912625.77338388582122.4601252.347944632561.62104058952121.47647647651.344948931849.18079216360.232120.47728585660.248370079125.581146232132.47159900992.320290287661.5591259142131.50146297591.369963184147.9169108060.232130.47776499750.249445063325.55901280932142.50860372072.275095233861.28565823812141.47518984811.33051149.80306240.212140.4682011740.250872055325.52701322332152.482.3363.73445525952151.49732788681.366263231549.67613900540.212150.46996816870.245404839126.726004889Max0.002.396164610964.5770125586Max1.52409440941.37780200220.24332162.45922172842.315626249360.49858594392161.51336316631.321380572446.75827328250.222160.46499450050.256938334824.7210549788Min0.002.2557658.6166164657Min1.46868860611.30415178440.22172.47777535012.365589588460.3999192562171.50386184931.350877000849.70478192010.222170.47141115330.253190662624.8593239083Media0.002.320121920561.7494757857Media1.49772759681.34447121230.2146086422182.48750716622.298105378962.48407918422181.51034806961.365512933348.04529948430.222180.4756775420.253236079327.2215321208N818181Max0.50056575530.264080747130.24581178262192.49038453842.310622233359.70927948272191.51116789061.345477724848.11075884190.212190.48651263030.253758578424.3680642649Min0.44464787340.236364727223.32615287742202.47779582142.323482962661.61735901062201.49139948091.356629493250.43478100170.212200.47491278490.249227522525.5834380823Media0.46870629210.251916699225.60861820752212.48828362632.330220796260.38399552212211.49077230491.346599642246.68119084980.212210.48342762890.247283108724.28854045842222.43150779382.318195992262.34459047522221.48614615621.337006685847.37810059660.212220.48228089440.254008257424.9438194162232.492.3160.60265122231.48923439221.359096064349.21758923950.222230.4727780.250183587627.07479188432242.46073280612.301801010160.11016080812241.48916158691.35270308149.14294899730.222240.47838270620.258391832224.57933721332252.43423943382.285827471864.49699760212251.49266593911.352114421649.2690471060.232250.45831172720.239822230224.98136344822262.48367472272.304479043862.79236150542261.48175864831.320603818946.71353416380.22260.48770548970.240003598324.72369692342272.45893204862.339931485762.11984026612271.48335671341.339925503250.94334219730.212270.46957312810.259720410626.08617645592282.462.3259.86013859212281.48998504041.343292512748.33674578160.212280.46624913010.251634665325.45867230852292.492.3262.44356498542291.49273053181.329265893949.79490447090.212290.47588948520.258147500925.34883403412302.502.3161.63851612542301.47792707291.323577810148.90826909680.222300.48314877510.249641947825.73351368562312.44658190952.363870980660.88436067052311.49100059921.367549569548.13766517680.212310.46219896330.252987410423.58551198662322.472.2863.33453771972321.49655775381.317934103346.8287008050.212320.46557054360.263726539126.90656070082332.48498903952.332070030962.86372449022331.50432416271.341483096248.47158772490.212330.4651911970.25864109927.78144289862342.432.3362.81255355712341.49427116611.361278522449.13361678310.222340.46671324480.247354476224.70474946512352.42537291172.2557659.8925522351.51853289861.320300240951.40223081770.232350.49999800760.263809799824.59253350392362.5099819352.379564166162.52056112872361.52326701991.360987422149.83445810860.212360.47173904360.24571945926.82669120882372.502.3361.53443299382371.50281870531.355903749349.32512904310.212370.46905209980.249916464125.61785977572382.49066898952.315754495561.56540758442381.50390297251.353569572749.13115241640.212380.460827270.251169719326.17225145962392.472.3159.90038945252391.49427116611.361278522449.13361678310.24332390.46592156470.24704683124.56459874882402.502.2961.825316482401.50345379921.341397902951.07981265790.222400.47332262280.245875739926.32357327762412.472.3761.05413085162411.49388928171.346066023450.33297235140.212410.48407121360.243189521625.22077456382422.492.3362.14667492852421.49975614611.359219819249.69399730280.222420.47625770530.251434540924.8651311582432.43823916292.264822110761.35822660242431.49761207411.345756446549.33963036780.212430.44464787340.2579002126.63641360662442.48669515952.300071071861.25643299732441.49270733171.377802002249.48090928180.212440.46595659960.248198878224.52475588132452.442.3561.19409484872451.48250888881.367513502749.81832238450.232450.46263843320.246618615926.72974878292462.482.3062.87320322461.4819661.330948.46476080.212460.44968889330.243834825926.70547125972472.442.3860.63149381992471.50915968061.368269576749.71237158730.222470.45555877360.242101947825.42968091832482.49805853462.342840441362.69144311122481.52409440941.339130043652.80200161550.212480.4944093940.256716731325.64116648132492.482.3561.02582491.51251.326949.1250.21249.48.010.248726.0252502.462.3161.38222272512501.48890011891.317900796545.81892721150.222500.45830505090.24821664223.56896637212512.48740371182.339929194561.58961026172511.491061.330837506448.50326426580.22510.46586869890.24382625.5400322522.462.3261.04158186182521.5035831.332059967649.04121964560.22520.48283630950.25391263724.83288325742532.462.2763.39291352442531.51208341711.324880760749.29228809410.222530.47471237830.245755679126.88482082872542.482.3161.5061440862541.51713147411.366241051151.07834819820.212540.45726395380.236364727226.19481046712552.452.3762.61238075552551.50193506751.355279231248.16754597860.212550.46731131130.254313928325.23229188172562.482.2758.94339259472561.50499900281.322272200248.17338843710.222560.47057921970.262804384524.66397558732572.482.3262.63371978892571.48257613581.340874963845.56271801810.212570.47387202710.254116306325.83427337272582.482.3862.65857627932581.4960669791.33992440350.3702744850.212580.4539165410.258643098526.38394851532592.472.2760.70930576972591.49979927741.3349.55181422930.212590.48332831480.25529429324.73800427162602.452.3562.07174384772601.49358159911.359111719848.42366648010.222600.4595950810.2501169369262612.472.2961.92129448652611.50136206041.356502795349.77477556060.212610.48719025660.248888446825.01544862982622.492.2961.19658827632621.49113427771.339869516149.13123961350.222620.46158898940.243152855128.11068390972632.502.3261.170387282631.49846438581.3452950.233069640.212630.4597610.253229128327.81137458682642.45140261042.342566398162.91352478272641.508341.362644884648.83222489080.212640.47322304910.254413842524.58713222822652.50320114432.340081148861.30267253272651.49503549651.353405859149.49001205230.212650.47371556890.244924178423.76429684282662.42857384552.288976858162.80414334982661.47943829191.328527018749.24239134760.222660.46399441620.249882522328.22943602322672.472.3361.38726971332671.50330023071.343858898948.64407876520.212670.47221139350.244087229826.99350577752682.45391455542.296610897963.18008232192681.48155655211.332042105746.40117208150.222680.46343392090.253589415624.87287316332692.46455544462.322054140161.10477707012691.48764254391.370383635848.86825851640.222690.453940.256404695628.09701233592702.47889807692.324159.350662701.49209334661.332064700346.79539285890.212700.4581760.260846297727.63414634152712.433953952.3208113809602711.49981638561.341673496348.18789973410.212710.44528753990.25963129527.19774668272722.42832135012.30659.6645993682721.47779326831.337077416647.70372873120.222720.46926372420.245877061523.75714738632732.50250472312.338794903858.61661646572731.48251223171.35074383849.90625133230.22730.45523752610.254967357524.26734027972742.48236300352.34859704661.43985910422741.49723009381.334945393149.07969104410.222740.46840321770.254094014824.56832227922752.472.2963.07845036222751.49958116751.363296468148.95271229150.222750.46132796180.262012457925.76123658982762.48470145562.350269033860.66166790992761.50470809791.351846511848.09131532890.222760.47764998510.260136445524.23761996162772.49411533932.277201011263.17981684872771.50702681151.331124014449.81082111110.222770.46592836480.250297934527.0046975825278Max2.512.4064Max1.521.38530.24Max0.500.2628Min2.432.2659Min1.471.31460.20Min0.440.2424Media2.472.3262Media1.501.34490.21Media0.470.2526N818181Desv0.0120.0161.4040.008Desv0.0110.0061.158Desv0.0210.0301.184Cou0.81.22.93.8Cou2.42.64.5Cou0.91.31.928828929029129229329429529629729829930030130230330430530630730830931031131231331431531631731831932032132232332432532632732832933033133233333433533633733833934034134234334434534634734834935035135235335435535635735835936036136236336436536636736836937037137237337437537637737837938038138238338438538638738838939039139239339439539639739839940040140240340440540640740840941041141241341441541641741841942042142242342442542642742842943043143243343443543643743843944044144244344444544644744844945045145245345445545645745845946046146246346446546646746846947047147247347447547647747847948048148248348448548648748848949049149249349449549649749849950050150250350450550650750850951051151251351451551651751851952052152252352452552652752852953053153253353453553653753853954054154254354454554654754854955055155255355455555655755855956056156256356456556656756856957057157257357457557657757857958058158258358458558658758858959059159259359459559659759859960060160260360460560660760860961061161261361461561661761861962062162262362462562662762862963063163263363463563663763863964064164264364464564664764864965065165265365465565665765865966066166266366466566666766866967067167267367467567667767867968068168268368468568668768868969069169269369469569669769869970070170270370470570670770870971071171271371471571671771871972072172272372472572672772872973073173273373473573673773873974074174274374474574674774874975075175275375475575675775875976076176276376476576676776876977077177277377477577677777877978078178278378478578678778878979079179279379479579679779879980080180280380480580680780880981081181281381481581681781881982082182282382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DuplicadosRESULTADOS DUPLICADOS DE ANALISIS QUIMICOCAMPAA SONDAJES 2006-2007Campaa 2004Campaa 2003Cu TotalCu SolubleConsumo AcidoNitratoCarbonatoAl SolubleMn SolubleFe SolubleCl SolubleLoteMuestraOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoElemento o CompuestoError Relativo %Datos con menos de 10% de ErrorElemento o CompuestoNMximoMnimoMediaNMximoMnimoMedia197TS-429550.940.950.630.6124220.090.080.080.080.320.320.040.050.150.150.360.362003200420032004197TS-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 ErrorNMximoMnimoMediaCalificacinCuT9.39.595.195.1CuT1352.900.010.50513.890.010.96198TS-430843.373.362.992.9877790.150.150.040.050.370.360.0900.0900.150.150.500.50198TS-431040.120.120.020.0225230.120.130.040.040.180.180.080.080.140.140.220.22DUPLICADOS INTERNOSCuSol10.59.594.195.1CuSol1352.990.010.37513.330.010.74199TS-433140.500.510.220.2021230.140.130.050.050.130.120.0400.0300.070.080.570.57200TS-431790.570.580.230.2339370.050.050.060.050.170.170.050.050.170.170.180.17CuT9.795.61352.900.010.50ConformeH2SO410.91084.395H2SO41352751951512701554.4200TS-431992.622.622.422.4269720.070.080.060.060.290.290.110.120.180.190.360.36200TS-432190.230.240.070.0836370.060.070.190.200.160.160.120.130.140.150.160.16CuSol10.595.61352.990.010.37ConformeCO31010.560.563.4CO31355.820.020.53515.410.050.50201TS-430640.390.380.140.1432320.100.100.070.070.240.250.0400.0500.210.210.2200.22202TS-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 S439200.450.440.260.2524230.060.070.050.060.200.200.050.050.190.190.230.22204T S438130.470.470.180.1921200.040.040.100.090.300.310.050.050.180.180.150.15NO310.560.01350.490.010.08Aceptable205T S439950.270.260.100.1051510.080.071.061.050.150.140.070.080.180.170.120.12206T S434270.030.030.0100.01049470.100.100.490.510.140.140.070.070.120.120.190.19CO310.574.81355.820.020.53Aceptable206T 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 Error207TS-430370.0800.090.0400.0402712710.090.093.833.910.100.100.020.020.100.100.090.09AlSol8.095.61350.460.100.22Conforme2003200420032004208T S435520.050.060.020.0260580.060.071.151.130.150.160.050.050.150.160.150.15CuT4.79.798.095.6209T S436550.030.030.010.0120200.110.120.140.130.200.200.050.050.120.130.260.26MnSol10.590.51350.230.020.07Conforme209T S436751.611.571.171.1745470.080.070.070.070.290.290.090.100.140.140.280.29CuSol1010.595.195.6210T S437310.020.020.010.0147450.060.060.580.560.230.230.050.040.140.110.160.16FeSol7.395.61350.470.070.18Conforme210T S437680.270.270.140.1519220.030.040.050.050.190.190.070.070.150.160.080.08H2SO4109.195.195.6211T S440580.010.010.0100.01029290.130.120.090.080.190.180.040.040.150.140.350.35ClSol8.095.61350.570.070.24Conforme211T S440781.501.501.161.1651470.020.030.090.080.220.220.100.090.130.130.370.38CO39.510.578.474.8212T S449530.010.010.0100.01063640.030.031.181.180.130.120.100.100.260.260.140.15213T 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 bajas213T S450400.600.600.290.2940400.050.040.140.120.230.230.110.110.180.190.180.18214T S442920.010.010.0100.0101471490.030.032.842.850.130.130.040.040.140.140.090.09215T S436060.230.240.070.0729290.040.050.040.040.190.190.0400.0400.200.190.150.16216T 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 ErrorNMximoMnimoMediaCalificacin217T S451080.040.040.010.0136370.130.130.150.140.280.280.100.100.210.210.270.27217T S451280.780.780.550.5443440.040.050.120.120.320.350.140.140.230.240.160.16REPREPARACION DE RECHAZOS GRUESOS218T S455810.0110.0110.0100.01043410.090.080.680.690.150.140.140.140.260.260.160.16218T S456010.510.510.200.2139390.040.040.200.210.230.220.120.120.210.210.190.19CuT9.595.1823.360.010.66Conforme219T S455090.370.360.130.1333330.080.080.150.130.260.260.040.050.140.140.270.27219T S455290.340.350.120.1234330.310.310.440.470.160.160.030.030.130.130.090.09CuSol9.595.1823.240.010.48Conforme220T S451980.300.300.160.1733340.050.060.090.080.320.330.160.170.230.230.130.13221T S448630.040.040.010.011911900.030.033.673.610.130.130.030.030.160.160.110.12H2SO41095822541055Conforme222T S452610.0100.0100.0100.0101351320.180.182.602.650.140.150.020.020.070.070.460.46222T S452811.051.060.760.7327290.050.050.040.030.190.190.140.130.170.170.250.23NO310.364.6820.530.010.1Aceptable223T S467730.950.960.780.7837380.010.010.050.040.200.200.120.120.150.150.190.19223T S467932.902.922.702.7166670.030.040.070.070.310.320.160.160.160.160.390.40CO310.563.4824.80.020.64Aceptable223T S468130.0550.0520.0110.01045430.030.031.11.10.130.120.030.030.180.170.100.09224T S458830.220.210.080.0826240.050.050.060.070.200.200.050.050.200.200.120.12AlSol9.595.1821.190.010.23Conforme224T S459030.760.750.480.4844420.060.060.170.160.370.370.090.090.210.210.230.23225T S457800.100.110.020.0238370.100.090.590.570.190.200.050.050.120.130.230.24MnSol10.591.5820.890.010.08Conforme225T S458000.480.470.330.3226280.020.020.040.040.140.140.110.110.150.150.130.13226T S456850.140.140.050.0523240.060.060.030.030.180.200.040.040.170.170.130.13FeSol9.395.1820.380.030.17Conforme226T S457051.731.741.631.6357580.040.050.060.050.340.340.160.160.220.220.230.23227T S448992.312.322.062.061401380.110.112.162.200.330.310.150.150.190.180.360.36ClSol10.595.1820.580.010.24Conforme228T S435032.352.342.132.1433340.030.040.070.060.270.280.090.090.180.180.310.31229T S439500.320.330.160.1729280.040.050.070.060.280.290.080.080.110.110.260.26229T S439700.050.050.020.0268670.030.031.431.400.120.120.060.050.140.130.090.09230T S459870.0720.0660.0290.02930320.170.160.090.080.200.190.100.100.160.160.290.29230T S460071.261.270.880.8855570.030.040.230.220.330.330.090.090.210.220.330.32230T S460270.510.520.140.1440390.020.030.140.130.230.230.040.040.210.220.160.16231T S442570.510.510.170.1734350.080.090.100.100.280.290.060.050.180.180.270.27232T S463410.150.150.030.0330300.020.020.090.080.190.190.060.060.120.130.260.26233T S444650.240.240.100.0931300.050.050.050.050.240.240.060.060.180.180.190.19233T S444850.430.430.170.1654530.040.040.790.810.190.180.100.090.170.170.090.09234T S460952.112.101.761.7462600.070.080.110.100.320.320.070.070.190.190.430.43234T S461150.140.140.040.0528270.030.040.060.050.200.200.150.140.170.180.150.16234T S461350.080.070.020.0244450.020.030.840.830.140.140.030.040.150.140.120.12235T S453510.340.350.180.1826250.040.050.070.070.180.190.040.040.240.230.120.12235T S453710.340.330.130.1425220.060.070.070.080.190.200.090.090.160.160.150.15236T S443570.330.330.080.0936380.090.090.090.090.190.180.040.040.110.110.190.19236T S443770.390.400.240.2457560.060.060.070.070.460.470.180.180.250.260.120.12236T S443970.110.110.020.0247450.030.040.710.700.130.120.020.020.170.170.070.08237T S465810.290.300.100.1032320.020.020.090.100.260.260.040.040.110.110.260.26237T S466010.120.140.050.0524240.010.010.080.070.110.120.060.060.080.080.140.13238T S441340.280.280.080.0828280.060.060.060.060.160.150.040.040.150.150.120.12238T S441540.290.290.130.1360600.040.050.950.930.160.170.070.070.130.130.110.11239T S462120.410.410.130.1335370.070.060.060.070.230.230.080.090.170.180.230.22239T S462320.210.230.060.0632310.080.090.060.060.290.290.020.020.090.090.430.43239T S462520.240.250.070.0739370.020.030.100.090.220.220.070.070.100.100.360.37240T S468810.0700.0690.0190.0191471460.060.062.32.320.170.170.050.040.130.130.160.16241T S477570.320.320.100.1050500.110.110.03960.050.280.280.050.050.160.160.340.36242T S464510.020.020.0100.0101971980.090.103.403.600.190.180.040.040.120.120.220.22243T S464000.250.240.080.0932330.090.100.050.060.240.250.040.040.090.090.480.48244T S454680.390.400.100.0926270.090.090.020.020.200.200.040.040.090.090.330.33245T S465181.221.220.890.8961610.040.040.250.240.380.380.060.060.200.200.440.43246T S469840.060.060.0100.01134300.100.100.12250.110.220.230.0600.0610.150.160.440.42247T S464980.170.170.040.0421230.210.200.110.120.240.240.040.040.110.110.310.30248T S445830.330.340.100.0934340.060.050.070.070.140.140.050.050.180.170.200.20249T S448091.361.341.021.0345450.060.080.090.100.240.240.040.040.150.140.360.36249T S448290.800.820.590.5836350.060.080.050.050.190.180.090.090.100.100.210.22251T S443372.892.902.582.6173710.110.110.090.100.330.310.060.060.150.160.430.42252T S478250.230.230.070.0737360.480.480.170.170.460.460.0180.0180.130.130.510.50252T S478450.240.240.180.192752740.070.065.825.790.260.260.0570.0570.200.200.230.22253T S476350.370.370.100.1035370.080.070.110.110.240.240.0870.0860.160.170.300.30254T S471650.400.410.150.1554540.140.150.270.270.420.410.0850.0850.270.280.390.39255T S479060.320.330.090.0932320.060.050.240.230.250.250.0170.0180.120.120.300.30256T S473820.470.470.190.1927270.110.130.070.090.170.170.0250.0250.080.090.340.34257T S479510.200.200.030.0327280.080.080.190.210.300.300.0540.0540.180.180.300.30257T S479710.060.060.010.011191210.020.022.652.570.150.150.0230.0230.200.200.0950.095258T S476650.460.460.130.1329280.110.100.240.230.120.120.0420.0410.0800.0810.250.25259T S466830.300.310.080.0836360.090.100.110.110.280.270.050.050.180.190.310.31259T S467030.300.310.100.101311290.030.034.434.410.200.200.080.080.240.230.180.18260T S472330.030.030.010.0133360.170.170.100.100.190.190.060.060.150.140.450.48260T S472530.290.300.090.0949480.060.060.460.450.160.150.060.060.180.180.200.20261T S470120.140.140.020.0240420.100.100.050.040.250.240.020.020.130.120.320.31262T S474170.050.050.010.0124240.150.150.080.100.150.150.020.020.350.330.120.11263T S469170.670.670.450.4543430.060.050.050.050.240.250.200.210.220.220.280.28263T S469370.950.940.720.7254540.010.010.400.400.310.310.090.090.310.310.260.26264T S480250.250.240.140.1431320.100.100.140.130.230.220.030.030.470.470.150.15264T S480451.321.341.171.1756570.130.120.100.110.400.390.230.230.200.200.400.40265T S481320.080.080.030.0328280.030.030.520.520.100.100.020.020.260.260.080.08265T S481522.402.382.062.0872700.090.080.160.150.310.310.150.160.200.200.330.33266T S482360.340.331.171.1744430.210.200.150.150.290.280.050.050.330.320.300.30266T S482560.640.630.400.4047470.090.100.100.090.330.340.140.150.260.260.180.18267T S475761.491.481.161.1648460.100.100.090.100.270.260.150.150.220.220.300.29268T S484620.190.180.060.0521190.230.230.020.040.190.190.040.040.090.080.510.50269T S485781.601.591.341.3457560.060.070.120.130.330.330.110.110.200.200.400.39269T S485980.070.080.010.0120240.060.060.060.070.200.210.050.060.190.190.120.12270T S489340.010.010.010.0135340.100.091.101.080.160.160.030.030.280.290.160.16270T S489540.420.410.190.1946480.040.030.520.540.280.280.090.090.160.160.210.23270T S489740.780.790.660.652162160.010.014.234.270.210.210.090.090.180.180.220.22271T S485060.460.440.280.2830310.070.070.090.070.210.200.110.100.170.170.170.17271T S485260.060.060.020.0219200.030.030.060.060.120.120.030.030.170.170.090.09272T S490440.450.440.250.2431300.040.040.180.190.320.310.070.070.130.130.420.42272T S490640.110.120.030.0324260.080.070.160.180.270.270.060.060.150.140.310.31272T S490840.360.370.110.1028280.040.050.410.420.200.200.050.060.160.160.130.13273T S483381.571.581.171.1749490.060.070.090.110.260.250.070.070.160.160.340.35273T S483580.330.350.140.1430300.030.040.120.140.190.190.040.040.200.200.100.10274T S486770.010.010.010.0130310.110.100.600.590.140.140.030.030.290.290.140.14274T S486970.010.010.010.0161600.090.100.810.820.130.120.030.030.240.240.160.15274T S487170.080.070.020.0228290.020.020.230.230.120.120.020.020.270.270.080.09274T S487370.260.260.090.0935360.020.020.580.580.200.200.030.030.270.270.100.09275T S474730.090.090.030.0326240.080.080.190.180.170.170.020.020.270.270.130.13275T S474930.760.780.480.4938360.070.070.120.130.210.210.130.130.190.200.240.25276T S488531.141.140.830.8343460.090.080.050.040.210.210.140.140.190.190.320.31276T S488730.370.370.140.1493970.070.061.731.760.130.140.030.030.100.100.190.19277T S491610.0830.0840.0100.01032290.280.260.080.090.300.270.0260.0240.360.360.250.25277T S491810.0150.0150.0100.01058600.270.261.261.230.240.250.0400.0410.380.390.260.26277T S492010.0100.0130.0100.01038410.170.150.990.960.250.250.0370.0370.360.360.220.22277T S492210.0670.0700.0150.01554530.060.071.111.090.220.230.0250.0240.250.250.120.12Correlacin1.0001.0000.9990.9941.0000.9950.9960.9960.998Intercepto-0.00150.0010.0467-0.00250.00190.00300.0007-0.0002-0.0006Pendiente1.0010.9981.0001.0190.9950.9870.9851.0001.002Residuos

RepreREPREPARACION DE MUESTRAS DE SONDAJESCAMPAA 2006 - 2007CuTCuSConsumo cidoAlSMnSFeSClSSondajeMuestraOriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.197TS-429433.363.383.243.2586890.110.110.080.090.420.430.120.120.20.210.580.57198TS-430923.173.172.812.8276770.160.160.250.240.310.330.090.090.120.130.480.48199TS-433130.410.420.180.1923250.10.10.090.10.210.210.090.090.120.140.520.52200TS-431790.570.550.230.2439370.050.050.060.050.170.170.050.050.170.160.180.19201TS-430620.180.190.090.0929280.150.150.480.460.160.150.050.050.110.10.330.33202TS-433772.152.141.751.7568730.080.080.080.060.230.240.090.090.120.130.40.4203TS-439150.360.360.140.1424220.050.0570.070.0730.1370.140.0820.0850.170.160.140.14204TS-438040.120.120.020.0245450.060.060.080.070.180.180.0400.040.170.180.200.19205TS-43990.100.100.020.0247470.070.070.630.640.250.240.070.070.230.2270.170.17206TS-434150.070.080.030.0354510.050.040.610.580.110.10.020.020.170.170.10.11207TS-430351.061.070.860.8565680.130.121.081.040.280.270.060.070.150.150.260.26208TS-435420.0260.0270.010.0123220.030.030.090.10.1460.1430.0330.0330.230.220.080.09209TS-436400.130.140.060.0716180.040.040.10.110.260.140.020.020.170.170.100.10210TS-437200.090.090.040.0560580.040.020.961.00.150.140.070.070.180.190.060.06211TS-440410.010.010.010.0136380.050.050.750.740.170.170.030.030.250.250.110.09212TS-449560.0280.0330.010.0148460.090.080.460.480.2220.2230.0370.0390.1350.1360.0350.035213TS-450430.450.450.310.349480.040.040.50.50.2310.2290.1130.1090.2930.2780.120.12214TS-442840.660.650.540.5378800.060.072.322.340.170.170.060.060.1880.190.230.23215TS-435890.090.080.030.0332330.040.030.070.060.150.140.0190.020.310.310.070.06216TS-445420.280.30.0470.04925250.510.50.060.090.2190.2210.0290.0270.170.1820.270.27217TS-450900.010.010.010.0123230.130.140.160.140.1650.1680.040.040.2060.2150.150.15218TS-455970.210.20.0450.04236370.040.040.490.510.1710.1670.0480.0470.1180.1170.190.19219TS-455280.610.620.360.3791890.040.041.551.50.1230.1270.890.880.1140.1170.010.01220TS-452100.880.890.60.6170710.050.050.9610.2820.280.0970.1030.2980.3050.190.2221TS-448560.130.130.0490.0522192220.040.034.84.810.1430.1470.030.030.1770.1890.120.12222TS-452861.211.220.850.8239370.070.060.050.040.3120.3040.1950.1970.2370.2310.370.36223TS-468001.421.420.991.0142400.020.020.070.080.2090.2010.0890.0870.1270.1280.190.19224TS-458670.0230.0230.0120.01230290.180.190.550.580.1520.1550.0270.0280.1520.1530.180.18225TS-458011.971.961.591.5754560.090.080.060.070.2120.2040.1050.1050.1190.1190.500.50226TS-456860.0450.0470.010.0110140.040.040.030.030.1550.1350.020.0210.1270.1240.330.32227TS-449041.931.931.721.721331340.080.072.182.250.2820.2890.1130.1090.2030.2120.30.29228TS-435011.791.771.611.659600.040.040.060.050.260.260.120.120.190.20.270.28229TS-439380.300.290.150.1415140.070.060.420.410.2050.180.030.0260.0840.0880.330.32230TS-459860.0330.0330.0140.01440410.310.310.110.120.2650.2500.0480.0460.1760.1760.390.39230TS-442662.172.171.841.8686860.050.051.141.190.350.330.060.060.1550.150.220.23231TS-442662.172.171.841.8686860.050.051.141.190.3450.3330.0570.0560.1550.1530.220.23232TS-463250.0120.0190.010.0133310.160.170.090.10.1920.1870.0170.0160.2510.2720.250.26233TS-444840.360.360.140.1442410.030.040.070.080.250.270.160.160.2040.200.090.09234TS-461080.490.500.300.2935360.040.050.090.080.210.210.160.160.1720.170.230.22235TS-453870.130.120.0240.02231350.030.040.520.540.1020.10.0240.0340.1050.1030.090.09236TS-443820.420.400.150.1432320.050.050.140.120.140.150.070.080.140.150.120.12237TS-466131.241.270.920.9159600.010.010.610.590.2280.230.0630.0620.1040.1050.180.17238TS-441510.990.990.620.6276740.080.051.321.30.250.260.080.080.0910.100.220.22239TS-461950.0480.0460.0140.01131280.250.260.120.140.230.2210.0080.0070.2140.1950.190.18240TS-468810.070.070.0190.021471470.060.052.32.280.0670.0670.0480.0450.0280.0310.160.16241TS-477720.650.660.320.3282840.030.041.51.560.1180.1190.0380.0380.0410.0380.030.03242TS-464450.0550.0550.0290.0242542560.060.053.743.790.1550.150.0410.0410.1240.1250.090.1243TS-463810.140.150.0330.03120220.10.090.120.130.1320.1390.020.020.1140.1160.250.23244TS-454650.260.250.0680.06821220.110.110.020.040.2040.2070.0250.0250.0790.0790.360.36245TS-465220.620.620.340.351241250.030.042.482.520.3680.3670.0420.0410.1920.1980.240.24246TS-469820.0430.040.010.011211190.070.082.752.790.3370.340.0720.0760.2360.2430.330.33247TS-464900.220.20.0540.05430310.480.490.060.080.2230.2220.0220.0240.0820.0790.480.48248TS-445690.020.020.010.0124230.120.120.070.080.110.120.070.080.2430.230.180.18249TS-448412.412.411.771.7971780.090.10.470.490.360.3840.0360.0410.0920.0920.230.25250TS-471280.460.450.190.1836360.130.110.410.400.3020.3120.1170.1120.170.1770.290.29251TS-443280.760.760.620.6042420.050.060.120.10.250.250.030.030.3770.370.210.21252TS-478320.250.250.0650.06843440.530.510.070.070.4930.4890.0150.0150.1570.1580.060.06253TS-466220.180.180.0330.03416160.180.180.060.060.0910.0920.0160.0160.0450.0440.040.04254TS-471780.0420.0440.0110.01138420.080.080.490.530.150.150.0690.0690.1100.1110.470.47255TS-479040.350.340.120.1141430.0080.0080.080.090.3650.3620.0260.0250.1890.1850.330.33256TS-473900.520.50.280.2754550.080.081.141.081.1871.1860.0510.0510.1150.1170.350.35257TS-479500.440.440.110.128290.070.060.230.20.2930.2750.050.0520.20.2010.260.26258TS-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 ErrorConclusiones259TS-466920.30.30.0930.0949470.060.070.110.120.4550.4590.0320.0310.2380.2270.280.28260TS-472162.132.151.911.8982840.190.200.230.230.2490.2550.0620.0660.3750.3450.340.35REPREPARACION DE RECHAZOS GRUESOS261TS-470090.720.730.410.456580.110.10.540.520.3050.3060.0520.0530.1420.1480.30.3262TS-474000.0690.0710.010.0122210.0330.0340.070.060.1660.1580.0210.0210.1610.1550.170.16CuT9.595.1Leyes bajas causan alto error263TS-469380.710.70.440.4461620.010.000.640.660.3130.3060.1080.1080.2450.2480.150.15264TS-480521.191.190.980.9958580.080.0700.480.510.3230.330.2550.260.1870.190.210.22CuSol9.595.1Leyes bajas causan alto error265TS-481622.442.452.022.0367660.070.0730.040.0500.3080.290.1420.150.20.200.250.25266TS-482430.0410.0430.010.01033320.180.160.310.320.1350.130.0470.0440.0960.100.270.27H2SO41095Muy Bin267TS-475761.491.4701.171.1648470.090.090.090.100.2670.260.10.1000.2220.230.300.30268TS-484510.220.210.0880.08518180.350.340.070.0480.2630.260.0480.0470.1380.140.420.42NO310.364.6Bin269TS-485940.320.310.170.1825240.10.0980.080.0700.2010.200.1150.120.1350.130.190.19270TS-489130.010.0100.010.0101121120.060.0602.322.350.110.110.1120.120.1790.190.110.13CO310.563.4Bin271TS-485020.940.950.650.6442410.090.0970.110.110.2160.230.1440.150.170.160.300.30272TS-490290.470.510.260.2323240.070.080.140.120.230.240.0130.0150.0840.1010.550.55AlSol9.595.1Bin273TS-483200.130.120.0590.06125230.120.110.10.110.1590.160.1970.190.250.240.190.19274TS-486920.010.0100.010.01024230.090.0900.070.0660.1180.120.020.0200.2130.220.320.32MnSol10.591.5Bin275TS-474760.030.0310.010.01024250.0220.0230.080.100.0120.010.0280.030.0720.070.350.34276TS-488691.661.671.41.4099980.080.0851.691.630.2180.210.1140.110.150.150.370.37FeSol9.395.1Bin277TS-491530.0520.0440.010.0129280.310.310.680.690.1740.1760.0260.0290.1560.150.260.26ClSol10.595.1BinCorrelacin1.0001.0000.9990.9971.0000.9931.0000.9930.998Intercepto0.00080.00210.18270.0010-0.00050.0053-0.0010-0.0040-0.0008Pendiente0.9980.9980.9911.0030.9950.9871.0101.0211.005ResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolResultadosCuTCuSolH2SO4CO320032004200320042003200420032004N828282828282828282N5182518251824382Diferencia de Medias %0.000.000.000.000.000.000.000.000.00Error relativo Medio %4.073.155.013.244.473.7414.069.29Error relativo Medio %3.153.243.7410.89.293.633.653.462.36ComentariosSe observa una mejora notable en los resultados de la campaa del 2004.CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConformeResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolResultadosCuTCuSolH2SO4CO320032004200320042003200420032004N828282828282828282N51135511355113551135Correlacin1.0001.0000.9990.9971.0000.9931.0000.9930.998Error relativo Medio %2.443.193.271.863.363.396.297.11Intercepto0.0010.0020.1830.001-0.0010.005-0.001-0.004-0.001ComentariosSe observa un aumento en el error relativo producto de un aumento de leyes bajas.Pendiente44.944.944.745.144.944.645.345.645.1QQ PlotNormalNormalNormalNormalNormalNormalNormalNormalNormalResultadosCuTCuSolH2SO4CO3CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConforme20032004200320042003200420032004Pendiente45.044.944.844.945.044.745.544.9ComentariosSe observa que los resultados mantienen su pendiente entre una y otra campaa de sondaje con una mejora en la correlacin para el CO3ResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolResultadosCuTCuSolH2SO4CO320032004200320042003200420032004N135135135135135135135135135Pendiente45.045.044.944.945.045.045.744.9ComentariosSe observa que los resultados mantienen su pendiente entre una y otra campaa de sondaje con una mejora en la correlacin en el CO3Diferencia de Medias %0.000.000.000.000.000.000.000.000.00Error relatico Medio %3.191.863.39107.112.242.882.121.64CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConformeResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolN135135135135135135135135135Correlacin1.0001.0000.9990.9941.0000.9950.9960.9960.998Intercepto-0.0010.0010.047-0.0030.0020.0030.001-0.0001-0.001Pendiente45.044.945.045.544.944.644.645.045.1QQ PlotNormalNormalNormalNormalNormalNormalNormalNormalNormalCalificacinConformeConformeConformeConformeConformeConformeConformeConformeConforme

Control GranManRodLoteMuestra-#150LoteMuestra- # 2.0 mmLoteMuestra- # 1.7 mmLoteMuestra- # 5/81974296399.21974294295.5197C4298996.11984308099.01984308095.91974295196.01994329799.21994329795.41984308595.22004317599.22004317495.3198C4312897.92014305599.22014305596.01994330997.72024337199.22024337995.6199C4334097.42034391399.02034391395.0200C4324496.72044380599.12044380595.5201C4305395.42054398799.32054398695.32014305595.62064344999.02064344595.4202C4339797.92074303499.12074302895.12024336796.62084355799.02084355395.82034391795.82094365199.42094365195.22044380795.82104372099.02104372095.22054398995.52114406799.02114404895.02064341096.22124495999.62124495595.8206C4347996.72134500799.22134500795.42074303796.52144486699.22144486695.6207C4303496.22154361799.52154361295.42084354597.82164455599.22164455595.3208C4358096.62174509999.12174509995.32094365295.72184557399.62184558395.1209C4368095.82194551099.42194549095.72104372396.02204519699.22204519695.3210C4373996.22214485999.22214486195.6211-C4408495.12224524299.12224526195.52114403995.12234675799.42234675795.42124494197.92244586799.22244586795.3212C4497697.62254579599.22254579795.72134500795.82264568299.02264568295.3213-C4507095.42274490699.62274490695.32144486695.52284350799.22284350895.6215C4363097.12294394199.22294394195.42154360297.52304598099.02304598095.12164455595.62314424799.42314424395.22174509995.62324635599.42324638095.1217-C4514196.02334445699.12334445695.52184556395.82344607899.12344607895.0218-C4562896.62354539499.22354535995.52194549295.92364435599.22364435595.7219-C4554595.42374658999.02374658995.02204519695.02384412799.22384412595.4220-C4521596.02394625599.22394625595.42214484597.82404687199.22404687195.3221C4487596.42414774799.42414774795.62224524696.42424644899.22424644895.5222C4529495.72434604899.22434640695.5223C4682597.22444546399.02444545995.42234675796.12454650099.22454650095.42244586797.92464698099.02464698095.4224C4592097.02474649799.42474649795.92254578198.52484453399.22484458395.3225C4582797.42494481199.22494481195.42264568295.92504712399.42504712395.52274490695.72514432999.42514432995.2227C4491997.62524782499.22524782495.42284350298.12534763099.22534763095.2228C4352997.72544715799.22544715195.42294393696.12554789299.42554789295.6229-C4388795.72564736499.22564738195.52304598096.42574794099.22574794095.2230-C4604296.52584764799.02584764795.52314424195.32594668199.42594668195.2231-C4422895.52604722199.02604721995.12324634097.62614699999.22614699995.2232C4636198.02624741799.12624741195.02334445695.62634690799.22634690795.6233-C4450295.22644800999.02644804895.32344607896.02654738499.22654815795.8234-C4615295.82664823099.02664826095.02354534195.52674757599.42674758295.0235C4540296.32684845299.42684845295.62364435596.92694856699.22694856695.3236-C4440396.72704900399.32704900595.22374658996.62714849899.22714849895.5237C4662395.32724904399.22724904395.72384411795.12734832899.02734832895.1238-C4417596.22744871598.82744868095.72394625596.02754747499.52754747795.2239C4627796.32764886099.22764885195.52404687195.92774916799.22774915995.2240C4689696.12414774795.6Media99.295.4241C4780396.2Maximo99.696.02424644896.6Minimo98.895.0242C4645396.3N81812434638895.9243C4642096.12444545095.7244C4548095.12454650095.9245C4655096.52464698096.0246C4698995.52474649796.2247C4648397.2248-C4461595.12484458395.92494481195.62504712396.2250C4714096.02514432995.4251-C4432795.32524782495.7252C4786995.92534763096.6253C4769097.02544716197.7Resultados254C4727596.92554789295.6Campaa 2003Campaa 2004Campaa 2003Campaa 2004Campaa 2003Campaa 2004255C4791796.0N7815243814581256C4730495.8Media96.296.095.795.499.699.22564736495.9Mximo97.997.896.89699.699.6257C4799495.6Mnimo95.095.095.09598.298.82574794096.0ComentariosSe 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 protoc2584764796.5258C4771596.82594668196.2259C4672496.6ResultadosChancador de Mandibula D95% -15.5mmChancador Mandibula D95% -2.0mmPulverizador D95% -150#2604723795.72614699995.9N1528181261C4702995.8Media96.095.499.22624741095.8Mximo97.896.099.6262-C4743297.5Mnimo95.095.098.82634690796.0CalificacinConformeConformeConforme263C4694795.92644801297.8264C4819497.42654812296.6265C4819796.22664823097.3266C4827997.12674756995.0267-C4760295.72684845295.7268-C4847295.22694856695.6269-C4863495.82704898895.0270C4899395.22714849895.9271-C4854895.4272-C4911895.52724904395.2ResultadosChancador de Mandibula -15.5 mmChancador Rhino Mandibula -2.0 mmPulverizador -150#2734832895.4273-C4837396.1N15281812744866095.7Media96.099.295.4274C4876095.5Mximo97.899.696.02754745695.7Mnimo95.098.895.0275-C4751995.42764884595.1276C4868095.12774914395.5277C4927695.7Media96.0Mximo97.8Mnimo95.0N152

Control Gran1

Serie1Envo DDH%Control D 95% - #150

Grafico Dup CuT

ManEnvo DDH%Control Granulometrico -# 2.0mm

Grafico Dup CuSol

Envo DDH%Control Granulometrico -#5/8

Grafico Dup C.AcidoLey 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D197TS-429550.040.040.0000.0000000.00000010.7400.0100.010197TS-429750.780.780.0000.0000000.00000021.4800.010.01198TS-430840.0110.0110.0000.0000000.00000032.2200.010.01198TS-431040.510.510.0000.0000000.00000042.9600.0100.011199TS-433140.370.360.0100.0003752.73972653.7000.010.01200TS-431790.340.35-0.0100.0004202.89855164.4400.010.01200TS-431990.300.300.0000.0000000.00000075.1900.0100.013200TS-432190.040.040.0000.0000000.00000085.9300.0110.013201TS-430640.0100.0100.0000.0000000.00000096.6700.010.01202TS-433681.051.06-0.0100.0000450.947867107.4100.010.01203T S439200.950.96-0.0100.0000551.047120118.1500.0150.015204T S438132.902.92-0.0200.0000240.687285128.8900.0150.015205T S439950.0550.0520.0030.0015725.607477139.6300.020.02206T S434270.220.210.0100.0010824.6511631410.3700.030.03206T S434470.760.750.0100.0000881.3245031511.1100.040.04207TS-430370.100.11-0.0100.0045359.5238101611.8500.040.04208T S435520.480.470.0100.0002222.1052631712.5900.050.05209T S436550.140.140.0000.0000000.0000001813.3300.050.05209T S436751.731.74-0.0100.0000170.5763691914.0700.0550.052210T S437312.312.32-0.0100.0000090.4319652014.8100.060.06210T S437682.352.340.0100.0000090.4264392115.5600.060.06211T S440580.320.33-0.0100.0004733.0769232216.3000.060.06211T S440780.050.050.0000.0000000.0000002317.0400.060.06212T S449530.0720.0660.0060.0037818.6956522417.7800.0670.066213T S450201.261.27-0.0100.0000310.7905142518.5200.0670.069213T S450400.510.52-0.0100.0001891.9417482619.2600.070.07214T S442920.510.510.0000.0000000.0000002720.0000.070.070215T S436060.150.150.0000.0000000.0000002820.7400.0700.070216T S445550.240.240.0000.0000000.0000002921.4800.0720.07217T S451080.430.430.0000.0000000.0000003022.2200.080.07217T S451282.112.100.0100.0000110.4750593122.9600.080.08218T S455810.140.140.0000.0000000.0000003223.7000.080.08218T S456010.080.070.0100.00888913.3333333324.4400.080.08219T S455090.340.35-0.0100.0004202.8985513425.1900.0830.084219T S455290.340.330.0100.0004462.9850753525.9300.0830.084220T S451980.330.330.0000.0000000.0000003626.6700.090.09221T S448630.390.40-0.0100.0003202.5316463727.4100.090.09222T S452610.110.110.0000.0000000.0000003828.1500.100.11222T S452810.290.30-0.0100.0005753.3898313928.8900.110.11223T S467730.120.14-0.0200.01183415.3846154029.6300.110.12223T S467930.280.280.0000.0000000.0000004130.370.18854341640.110.12223T S468130.290.290.0000.0000000.0000004231.110.34542314340.120.14224T S458830.410.410.0000.0000000.0000004331.850.42643923240.140.14224T S459030.210.23-0.0200.0041329.0909094432.590.43196544280.140.14225T S457800.240.25-0.0100.0008334.0816334533.330.47505938240.140.14225T S458000.0700.0690.0010.0001041.4388494634.070.57636887610.150.15226T S456850.320.320.0000.0000000.0000004734.810.62695924760.170.17226T S457050.020.020.0000.0000000.0000004835.560.62695924760.190.18227T S448990.250.240.0100.0008334.0816334936.300.63492063490.190.18228T S435030.390.40-0.0100.0003202.5316465037.040.63492063490.200.20229T S439501.221.220.0000.0000000.0000005137.780.67340067340.210.21229T S439700.060.060.0030.0011904.8780495238.520.67340067340.220.23230T S459870.170.170.0000.0000000.0000005339.260.68728522340.230.23230T S460070.330.34-0.0100.0004462.9850755440.000.7905138340.240.24230T S460271.361.340.0200.0001101.4814815540.740.83682008370.240.24231T S442570.800.82-0.0200.0003052.4691365641.480.83682008370.240.24232T S463412.892.90-0.0100.0000060.3454235742.220.94786729860.250.24233T S444650.230.230.0000.0000020.1885435842.961.04712041880.250.25233T S444850.240.240.0000.0000000.0000005943.701.05820105820.260.26234T S460950.370.370.0000.0000000.0000006044.441.19760479040.260.26234T S461150.400.41-0.0100.0003052.4691366145.191.19760479040.280.28234T S461350.320.33-0.0100.0004733.0769236245.931.27388535030.290.29235T S453510.470.470.0000.0000000.0000006346.671.27388535030.290.30235T S453710.200.200.0000.0000000.0000006447.411.32450331130.290.30236T S443570.060.060.0020.0006163.5087726548.151.43884892090.300.30236T S443770.460.460.0000.0000000.0000006648.891.48148148150.300.31236T S443970.300.31-0.0100.0005373.2786896749.631.50375939850.300.31237T S465810.300.31-0.0100.0005373.2786896850.371.57480314960.320.32237T S466010.030.030.0010.0006613.6363646951.111.57480314960.320.33238T S441340.290.30-0.0100.0005753.3898317051.851.94174757280.320.33238T S441540.140.140.0000.0000000.0000007152.592.02020202020.330.33239T S462120.050.05-0.0010.0002042.0202027253.332.10526315790.330.33239T S462320.670.670.0000.0000000.0000007354.072.24719101120.330.33239T S462520.950.940.0100.0000561.0582017454.812.24719101120.330.33240T S468810.250.240.0100.0008334.0816337555.562.40963855420.340.34241T S477571.321.34-0.0200.0001131.5037597656.302.40963855420.340.35242T S464510.080.080.0020.0003052.4691367757.042.46913580250.340.35243T S464002.402.380.0200.0000350.8368207857.782.46913580250.340.35244T S454680.340.330.0100.0004462.9850757958.522.46913580250.340.35245T S465180.640.630.0100.0001241.5748038059.262.53164556960.360.36246T S469841.491.480.0100.0000230.6734018160.002.53164556960.360.37247T S464980.190.180.0100.0014615.4054058260.742.59740259740.370.37248T S445831.601.590.0100.0000200.6269598361.482.59740259740.370.37249T S448090.070.08-0.0070.0046619.6551728462.222.70270270270.370.37249T S448290.010.010.0010.0032008.0000008562.962.70270270270.370.37251T S443370.420.410.0100.0002902.4096398663.702.73972602740.390.40252T S478250.780.79-0.0100.0000811.2738858764.442.73972602740.390.40252T S478450.460.440.0200.0009884.4444448865.192.73972602740.400.41253T S476350.060.06-0.0030.0011524.8000008965.932.89855072460.410.41254T S471650.450.440.0100.0002522.2471919066.672.89855072460.420.41255T S479060.110.12-0.0100.0037818.6956529167.412.98507462690.420.41256T S473820.360.37-0.0100.0003752.7397269268.152.98507462690.430.43257T S479511.571.58-0.0100.0000200.6349219368.892.98507462690.450.44257T S479710.330.35-0.0200.0017305.8823539469.632.98507462690.450.44258T S476650.010.01-0.0040.05555633.3333339570.373.07692307690.460.44259T S466830.010.010.0000.0000000.0000009671.113.07692307690.460.44259T S467030.080.070.0020.0003652.7027039771.853.27868852460.460.46260T S472330.260.260.0000.0000000.0000009872.593.27868852460.470.47260T S472530.090.09-0.0040.0009884.4444449973.333.38983050850.480.47261T S470120.760.78-0.0200.0003372.59740310074.073.38983050850.510.51262T S474171.141.140.0000.0000000.00000010174.813.50877192980.510.51263T S469170.370.370.0000.0000000.00000010275.563.63636363640.510.52263T S469370.0830.084-0.0010.0000721.19760510376.304.08163265310.640.63264T S480250.0150.0150.0000.0000000.00000010477.044.08163265310.640.63264T S480450.0100.013-0.0030.03402626.08695710577.784.08163265310.670.67265T S481320.0670.070-0.0030.0009594.37956210678.524.37956204380.760.75265T S481522.402.380.0200.0000350.83682010779.264.37956204380.760.78266T S482360.340.330.0100.0004462.98507510880.004.44444444440.760.78266T S482560.640.630.0100.0001241.57480310980.744.44444444440.780.78267T S475761.491.480.0100.0000230.67340111081.484.44444444440.780.79268T S484620.190.180.0100.0014615.40540511182.224.44444444440.780.79269T S485781.601.590.0100.0000200.62695911282.964.65116279070.800.82269T S485980.070.08-0.0070.0046619.65517211383.704.80.950.94270T S489340.010.010.0010.0032008.00000011484.444.80.950.96270T S489540.420.410.0100.0002902.40963911585.194.87804878051.051.06270T S489740.780.79-0.0100.0000811.27388511685.935.40540540541.141.14271T S485060.460.440.0200.0009884.44444411786.675.40540540541.141.14271T S485260.060.06-0.0030.0011524.80000011887.415.60747663551.221.22272T S490440.450.440.0100.0002522.24719111988.155.88235294121.261.27272T S490640.110.12-0.0100.0037818.69565212088.895.88235294121.321.34272T S490840.360.37-0.0100.0003752.73972612189.6381.361.34273T S483381.571.58-0.0100.0000200.63492112290.3781.491.48273T S483580.330.35-0.0200.0017305.88235312391.118.69565217391.491.48274T S486770.010.01-0.0040.05555633.33333312491.858.69565217391.571.58274T S486970.010.010.0000.0000000.00000012592.598.69565217391.571.58274T S487170.080.070.0020.0003652.70270312693.339.09090909091.601.59274T S487370.260.260.0000.0000000.00000012794.079.52380952381.601.59275T S474730.090.09-0.0040.0009884.44444412894.819.65517241381.731.74275T S474930.760.78-0.0200.0003372.59740312995.569.65517241382.112.10276T S488531.141.140.0000.0000000.00000013096.3013.33333333332.312.32276T S488730.370.370.0000.0000000.00000013197.0415.38461538462.352.34277T S491610.0830.084-0.0010.0000721.19760513297.7826.08695652172.402.38277T S491810.0150.0150.0000.0000000.00000013398.5226.08695652172.402.38277T S492010.0100.013-0.0030.03402626.08695713499.2633.33333333332.892.90277T S492210.0670.070-0.0030.0009594.379562135100.0033.33333333332.902.920.0020063.1931042.902.92Max0.010.01Min0.500.50Media135135N0.620.62DesvestAnlisis de Duplicados Cobre Total

Grafico Dup C.Acido000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuTLey DuplicadoScattergrama

Grafico Dup CO3000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuTDiferenciaGrfico de Residuos

Grafico Dup NO3 000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Rango Percentil %Diferencia Relativa AbsolutaGrfico de Diferencias Relativas

Grafico Dup AlSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuTLey duplicadoQQ Plot Leyes

Grafico Dup MnSolLey 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D197TS-429550.630.610.0200.0005203.22580610.7400.0100.010197TS-429750.140.140.0000.0000000.00000021.4800.010.01198TS-430842.992.980.0100.0000060.33500832.2200.010.01198TS-431040.020.020.0000.0000000.00000042.9600.0100.010199TS-433140.220.200.0200.0045359.52381053.7000.0100.010200TS-431790.230.230.0000.0000000.00000064.4400.010.01200TS-431992.422.420.0000.0000000.00000075.1900.0100.010200TS-432190.070.08-0.0100.00888913.33333385.9300.010.01201TS-430640.140.140.0000.0000000.00000096.6700.0100.010202TS-433681.371.370.0000.0000000.000000107.4100.010.01203T S439200.260.250.0100.0007693.921569118.1500.0100.010204T S438130.180.19-0.0100.0014615.405405128.8900.0100.010205T S439950.100.100.0000.0000000.000000139.6300.0100.010206T S434270.0100.0100.0000.0000000.0000001410.3700.010.01206T S434471.011.04-0.0300.0004282.9268291511.1100.010.01207TS-430370.0400.0400.0000.0000000.0000001611.8500.010.01208T S435520.020.020.0000.0000000.0000001712.5900.010.01209T S436550.010.010.0000.0000000.0000001813.3300.010.01209T S436751.171.170.0000.0000000.0000001914.0700.010.01210T S437310.010.010.0000.0000000.0000002014.8100.0100.010210T S437680.140.15-0.0100.0023786.8965522115.5600.0100.010211T S440580.0100.0100.0000.0000000.0000002216.3000.0100.010211T S440781.161.160.0000.0000000.0000002317.0400.0110.011212T S449530.0100.0100.0000.0000000.0000002417.7800.010.01213T S450200.010.010.0000.0000000.0000002518.5200.020.015213T S450400.290.290.0000.0000000.0000002619.2600.0150.02214T S442920.0100.0100.0000.0000000.0000002720.0000.0190.019215T S436060.070.070.0000.0000000.0000002820.7400.020.02216T S445550.0520.0510.0010.0001891.9417482921.4800.020.02217T S451080.010.010.0000.0000000.0000003022.2200.020.02217T S451280.550.540.0100.0001681.8348623122.9600.020.02218T S455810.0100.0100.0000.0000000.0000003223.7000.020.02218T S456010.200.21-0.0100.0011904.8780493324.4400.020.02219T S455090.130.130.0000.0000000.0000003425.1900.020.02219T S455290.120.120.0000.0000000.0000003525.9300.020.02220T S451980.160.17-0.0100.0018376.0606063626.6700.030.03221T S448630.010.010.0000.0000000.0000003727.4100.0290.029222T S452610.0100.0100.0000.0000000.0000003828.1500.030.03222T S452810.760.730.0300.0008114.0268463928.8900.030.03223T S467730.780.780.0000.0000000.0000004029.6300.030.03223T S467932.702.71-0.0100.0000070.3696864130.3700.030.03223T S468130.0110.0100.0010.0045359.5238104231.1100.0400.040224T S458830.080.080.0000.0000000.0000004331.8500.040.04224T S459030.480.480.0000.0000000.0000004432.5900.040.05225T S457800.020.020.0000.0000000.0000004533.3300.050.05225T S458000.330.320.0100.0004733.0769234634.0700.050.05226T S456850.050.050.0000.0000000.0000004734.8100.0520.05226T S457051.631.630.0000.0000000.0000004835.5600.060.051227T S448992.062.060.0000.0000000.0000004936.3000.060.06228T S435032.132.14-0.0100.0000110.4683845037.0400.070.07229T S439500.160.17-0.0100.0018376.0606065137.7800.070.07229T S439700.020.020.0000.0000000.0000005238.5200.070.07230T S459870.0290.0290.0000.0000000.0000005339.2600.070.08230T S460070.880.880.0000.0000000.0000005440.0000.080.08230T S460270.140.140.0000.0000000.0000005540.7400.080.08231T S442570.170.170.0000.0000000.0000005641.4800.080.08232T S463410.030.030.0000.0000000.0000005742.2200.080.09233T S444650.100.090.0100.00554010.5263165842.9600.080.09233T S444850.170.160.0100.0018376.0606065943.7000.090.09234T S460951.761.740.0200.0000651.1428576044.4400.090.09234T S461150.040.05-0.0100.02469122.2222226145.1900.090.09234T S461350.020.020.0000.0000000.0000006245.9300.100.09235T S453510.180.180.0000.0000000.0000006346.6700.100.09235T S453710.130.14-0.0100.0027437.4074076447.4100.100.09236T S443570.080.09-0.0100.00692011.7647066548.1500.100.10236T S443770.240.240.0000.0000000.0000006648.8900.100.10236T S443970.020.020.0000.0000000.0000006749.6300.100.10237T S465810.100.100.0000.0000000.0000006850.3700.100.10237T S466010.050.050.0000.0000000.0000006951.1100.100.10238T S441340.080.080.0000.0000000.0000007051.8500.110.10238T S441540.130.130.0000.0000000.0000007152.5900.120.12239T S462120.130.130.0000.0000000.0000007253.3300.130.13239T S462320.060.060.0000.0000000.0000007354.0700.130.13239T S462520.070.070.0000.0000000.0000007454.8100.130.13240T S468810.0190.0190.0000.0000000.0000007555.5600.130.13241T S477570.100.10-0.0010.0000531.0256417656.3000.130.14242T S464510.0100.0100.0000.0000000.0000007757.0400.140.14243T S464000.080.09-0.0100.00692011.7647067857.7800.140.14244T S454680.100.090.0100.00554010.5263167958.5200.140.14245T S465180.890.890.0000.0000000.0000008059.2600.140.14246T S469840.0100.011-0.0010.0045359.5238108160.0000.140.14247T S464980.040.040.0000.0000000.0000008260.7400.140.14248T S445830.100.090.0100.00554010.5263168361.4800.140.15249T S448091.021.03-0.0100.0000480.9756108462.2200.150.15249T S448290.590.580.0100.0001461.7094028562.9600.160.16251T S443372.582.61-0.0300.0000671.1560698663.7000.160.17252T S478250.070.070.0010.0000951.3793108764.4400.170.17252T S478450.180.19-0.0100.0014615.4054058865.1900.170.17253T S476350.100.100.0010.0000551.0471208965.9300.180.18254T S471650.150.150.0000.0000000.0000009066.670.33500837520.180.19255T S479060.090.09-0.0020.0002422.1978029167.410.36968576710.180.19256T S473820.190.190.0000.0000000.0000009268.150.46838407490.190.19257T S479510.030.03-0.0010.0004733.0769239368.890.96618357490.190.19257T S479710.010.010.0000.0000000.0000009469.630.97560975610.200.20258T S476650.130.130.0000.0000000.0000009570.371.02564102560.220.21259T S466830.080.080.0000.0000000.0000009671.111.04712041880.230.23259T S467030.100.100.0000.0000000.0000009771.851.06951871660.240.24260T S472330.010.010.0000.0000000.0000009872.591.14285714290.250.24260T S472530.090.090.0000.0000000.0000009973.331.15606936420.260.25261T S470120.020.020.0000.0000000.00000010074.071.37931034480.280.28262T S474170.010.010.0000.0000000.00000010174.811.52671755730.290.29263T S469170.450.450.0000.0000000.00000010275.561.70940170940.330.32263T S469370.720.720.0000.0000000.00000010376.301.83486238530.400.40264T S480250.140.140.0000.0000000.00000010477.041.94174757280.450.45264T S480451.171.170.0000.0000000.00000010577.782.06185567010.480.48265T S481320.030.030.0000.0000000.00000010678.522.19780219780.480.49265T S481522.062.08-0.0200.0000470.96618410779.262.92682926830.550.54266T S482361.171.170.0000.0000000.00000010880.003.07692307690.590.58266T S482560.400.400.0000.0000000.00000010980.743.07692307690.630.61267T S475761.161.160.0000.0000000.00000011081.483.22580645160.660.65268T S484620.060.050.0100.01652918.18181811182.223.77358490570.720.72269T S485781.341.340.0000.0000000.00000011282.963.92156862750.760.73269T S485980.010.010.0000.0000000.00000011383.704.02684563760.780.78270T S489340.010.010.0000.0000000.00000011484.444.08163265310.830.83270T S489540.190.190.0000.0000000.00000011585.194.87804878050.880.88270T S489740.660.650.0100.0001171.52671811685.935.40540540540.890.89271T S485060.280.280.0000.0000000.00000011786.675.40540540541.011.03271T S485260.020.02-0.0010.0020816.45161311887.416.06060606061.021.04272T S490440.250.240.0100.0008334.08163311988.156.06060606061.161.16272T S490640.030.030.0000.0000000.00000012088.896.06060606061.161.16272T S490840.110.100.0100.0045359.52381012189.636.45161290321.171.17273T S483381.171.170.0000.0000000.00000012290.376.89655172411.171.17273T S483580.140.140.0000.0000000.00000012391.117.40740740741.171.17274T S486770.010.010.0000.0000000.00000012491.859.52380952381.171.17274T S486970.010.010.0000.0000000.00000012592.599.52380952381.341.34274T S487170.020.020.0000.0000000.00000012693.339.52380952381.371.37274T S487370.090.09-0.0010.0000571.06951912794.079.52380952381.631.63275T S474730.030.030.0010.0007123.77358512894.8110.52631578951.761.74275T S474930.480.49-0.0100.0002132.06185612995.5610.52631578952.062.06276T S488530.830.830.0000.0000000.00000013096.3010.52631578952.062.08276T S488730.140.140.0000.0000000.00000013197.0411.76470588242.132.14277T S491610.0100.0100.0000.0000000.00000013297.7811.76470588242.422.42277T S491810.0100.0100.0000.0000000.00000013398.5213.33333333332.582.61277T S492010.0100.0100.0000.0000000.00000013499.2618.18181818182.702.71277T S492210.0150.0150.0000.0000000.000000135100.0022.22222222222.992.982.992.98Max0.010.01Min0.370.37Media135135N0.620.62DesvestAnlisis de Duplicados Cobre Soluble

Grafico Dup MnSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuSolLey DuplicadoScattergrama

Grafico Dup FeSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuSolDiferenciaGrfico de Residuos

Grafico Dup ClSol 000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Rango Percentil %Diferencia Relativa AbsolutaGrfico de Diferencias Relativas

Grafico Dup. Rep. CuT000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuSolLey duplicadoQQ Plot

Grafico Dup. Rep. CuSolLey 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D197TS-4295524222.0000.0037818.69565210.7401919197TS-4297530282.0000.0023786.89655221.4801920198TS-430847779-2.0000.0003292.56410332.2202020198TS-4310425232.0000.0034728.33333342.9602020199TS-433142123-2.0000.0041329.09090953.7002122200TS-4317939372.0000.0013855.26315864.4402122200TS-431996972-3.0000.0009054.25531975.1902122200TS-432193637-1.0000.0003752.73972685.9302123201TS-4306432320.0000.0000000.00000096.6702323202TS-4336849472.4700.0013115.120763107.4102423203T S4392024231.0000.0009054.255319118.1502423204T S4381321201.0000.0011904.878049128.8902424205T S4399551510.0000.0000000.000000139.6302424206T S4342749472.0000.0008684.1666671410.3702424206T S434475758-1.0000.0001511.7391301511.1102524207TS-430372712710.0000.0000000.0000001611.8502524208T S4355260582.0000.0005753.3898311712.5902624209T S4365520200.0000.0000000.0000001813.3302625209T S436754547-2.0000.0009454.3478261914.070.0294208592626210T S4373147452.0000.0009454.3478262014.810.04914729442627210T S437681922-3.0000.01070814.6341462115.560.14444881712627211T S4405829290.0000.0000000.0000002216.300.16077803332727211T S4407851474.0000.0033328.1632652317.040.268572252728212T S449536364-1.0000.0001241.5748032417.780.3299093972728213T S450203941-2.0000.0012505.0000002518.520.41474148532828213T S4504040400.0000.0000000.0000002619.260.50632911392828214T S44292147149-2.0000.0000911.3513512720.000.52147252372828215T S4360629290.0000.0000000.0000002820.740.52212728982828216T S445553536-0.8150.0002682.3137312921.480.52493438322828217T S451083637-1.0000.0003752.7397263022.220.55606802292928217T S451284344-1.0000.0002642.2988513122.960.72198323552929218T S4558143412.0000.0011344.7619053223.700.96516477952929218T S4560139390.0000.0000000.0000003324.441.13741192692929219T S4550933330.0000.0000000.0000003425.191.16715816913029219T S4552934331.0000.0004462.9850753525.931.2924154333029220T S451983334-1.0000.0004462.9850753626.671.31737730513030221T S448631911901.0000.0000140.5249343727.411.34969491153030222T S452611351323.0000.0002522.2471913828.151.35135135143030222T S452812729-2.0000.0025517.1428573928.891.38689018443030223T S467733738-0.9120.0002922.4185134029.631.43884892093130223T S467936667-1.8040.0003692.7148924130.371.44678883243131223T S4681345431.3190.0004503.0005624231.111.48148148153131224T S4588326242.0000.0032008.0000004331.851.53846153853231224T S4590344422.0000.0010824.6511634432.591.57480314963232225T S4578038371.0000.0003562.6666674533.331.6238825783232225T S458002628-2.0000.0027437.4074074634.071.73913043483232226T S456852324-1.0000.0009054.2553194734.811.73913043483232226T S457055758-1.0000.0001511.7391304835.561.76991150443232227T S448991401382.0000.0001041.4388494936.301.80902118293333228T S435033334-1.0000.0004462.9850755037.041.86915887853333229T S4395029281.0000.0006163.5087725137.782.0983671973333229T S4397068671.0000.0001101.4814815238.522.24719101123334230T S459873032-2.7460.0038948.8253575339.262.24719101123434230T S460075557-1.7470.0004893.1274735440.002.29885057473434230T S4602740391.0850.0003742.7349705540.742.31373055173434231T S442573435-1.0000.0004202.8985515641.482.41851265683435232T S4634130300.0000.0000000.0000005742.222.43120508413535233T S4446531301.0000.0005373.2786895842.962.55857734373536233T S4448554531.0000.0001751.8691595943.702.56410256413536234T S4609562602.0000.0005373.2786896044.442.56999663163536234T S4611528271.0000.0006613.6363646145.192.66666666673536234T S461354445-1.0000.0002522.2471916245.932.67460097233636235T S4535126251.0000.0007693.9215696346.672.714891943636235T S4537125223.0000.00814812.7659576447.412.73496985683637236T S443573638-2.0000.0014615.4054056548.152.73972602743637236T S4437757561.0000.0001571.7699126648.892.73972602743637236T S4439747452.0000.0009454.3478266749.632.74556493983737237T S4658132320.0000.0000000.0000006850.372.77777777783737237T S4660124240.0000.0000000.0000006951.112.81690140853837238T S4413428280.0000.0000000.0000007051.852.89855072463837238T S4415460600.0000.0000000.0000007152.592.97936110913838239T S462123537-2.0000.0015435.5555567253.332.98507462693938239T S4623232311.0000.0005043.1746037354.072.98507462693939239T S4625239372.0000.0013855.2631587454.812.98507462693939240T S468811471460.2360.0000010.1607787555.563.00056187163940241T S477575050-0.6730.0000911.3496957656.303.07692307694041242T S46451197198-1.0000.0000130.5063297757.043.12747254324041243T S464003233-1.0000.0004733.0769237857.783.17460317464041244T S454682627-1.0000.0007123.7735857958.523.27868852464342245T S4651861610.0000.0000000.0000008059.263.27868852464342246T S4698434303.2440.00517810.1764308160.003.38983050854343247T S464982123-2.0000.0041329.0909098260.743.43233134364343248T S4458334340.0000.0000000.0000008361.483.45860932064443249T S4480945450.0000.0000000.0000008462.223.46012521394444249T S4482936351.0000.0003972.8169018562.963.46072243974445251T S4433773712.0000.0003862.7777788663.703.50877192984545252T S4782537361.2510.0005993.4607228764.443.60749861924545252T S478452752740.1350.0000000.0491478865.193.63636363644545253T S476353537-1.2940.0006513.6074998965.933.6423416834646254T S471655454-0.6980.0000841.2924159066.673.77358490574746255T S479063232-0.0460.0000010.1444499167.413.92091591624747256T S473822727-0.3530.0000871.3173779268.153.92156862754747257T S479512728-0.1440.0000140.5214739368.89