ACUSTICA CON EMBARCACIONES DE LA FLOTA EN JUREL ACOUSTICS WITH FISHING VESSELS IN CHILE Instituto de...

ACUSTICA CON EMBARCACIONES DE LA FLOTA EN JUREL ACOUSTICS WITH FISHING VESSELS IN CHILEInstituto de Investigacin Pesquera [email protected] [email protected] INSTITUTO DE INVESTIGACINPESQUERACHILE

INDEPENDENT DATA

ConceptIn Chile, the use of Fishing vessels start since 1996/1997 with EUREKA surveys taking observations on acoustic echosounders

Since 2000, INPESCA was implementing surveys using fishing vessels working together (2 to 6 vessels) and observing mean density of schools in relation to oceanographic featuresComplexity in Life history and distribution of jack mackerel Provide independent indices for stock assessmentVessels were equipped with SIMRAD EK60s Scientific Echosounders (38KHz transducers) Analysis with Echoview softwareCalibration procedure before surveys and each yearMore than 12 Tbites of information

Fishing sets Jack Mackerel 2003

Fishing setsJack Mackerel2004

Fishing setsJack Mackerel2005

ACUSTICA CON EMBARCACIONES DE LA FLOTA

Survey concepts

Focus of abundance: Minigrids

Clculos para estimar la densidad (Ton/mn2)Tabla 1. Rangos de TS del jurel.Sa = 100Nociones del mtodo acsticoSigma depends on mean weight and lengthTarget strength

Jack mackerelFL (cm)TS (dB)Juveniles 10 - 17-48.910 a -44.301Recruits 17 - 24-44.301 a -41.306Adults24 - 68-41.270 a -32.260

Sigma TonDensidad520250

Grfico2

43.6215545682

32.2653618402

25.527982103

27.9295188753

40.5103092784

40.1309741495

28.3930599834

Lprom

Sigma Ton (m2/Ton)

Longitud promedio (cm)

Long. prom vs Sigma Ton

Hoja1

Sigma TonLprom

3.042933537343.6215545682

4.022780002632.2653618402

5.910113458225.527982103

5.207880997227.9295188753

3.523938784340.5103092784

3.47494787840.1309741495

5.0094559228.3930599834

Hoja1

Lprom

Sigma Ton (m2/Ton)

Longitud promedio (cm)

Long. prom vs Sigma Ton

zonas

CdigolatitudLongitudLH promedioPeso promedioSigma TonnZona

BRON1-35.6500-72.833344.791.122.991Zona 1

CORA1-35.0833-72.366744.001057.083.062Zona 1

CORA3-35.2333-72.516752.261648.382.693Zona 1

DBOR2-35.6833-72.783348.841369.612.854Zona 1

DROB3-35.2667-72.533353.221750.652.635Zona 1

TRIC1-35.6667-72.833339.97785.303.396Zona 1

VULC4-35.6500-72.783339.59781.153.377Zona 13.000.0924121954

ANTA1-38.2833-74.100044.411002.153.2037Zona 2

DBOR1-38.5833-73.750047.091201.353.0040Zona 2

DEDM2-38.3000-74.083345.101049.153.1542Zona 2

OCEA1-38.4667-73.833327.05217.345.5047Zona 2

TOYI1-38.5833-73.750028.51251.065.2649Zona 2

VIKI1-38.2833-74.100043.44947.033.2550Zona 23.891.3337066424

VERD5-36.0500-76.883325.94194.485.6855Zona 3

VERD10-36.7139-76.916625.53179.405.9158Zona 35.800.03

ALLI2-38.7167-74.900032.52431.274.1417Zona 4

ALLI3-39.1833-76.483328.19242.505.3218Zona 4

CHIV1-38.6667-74.933328.72258.725.1919Zona 4

COBR1-39.2167-76.433327.23217.875.5320Zona 4

COBR2-38.7000-75.033327.98237.375.3621Zona 4

DEDM1-39.0333-76.433327.24218.355.5222Zona 4

DROB1-38.9333-76.150026.13190.605.8123Zona 4

HILM1-39.3000-75.716726.72203.815.6824Zona 4

HILM2-38.6667-75.000028.48267.975.0025Zona 4

LIDE1-38.5000-75.500025.16169.316.0626Zona 4

LONC1-38.7333-74.933328.82262.505.1527Zona 4

LONC2-38.9167-74.916732.33425.844.1628Zona 4

MALL1-38.7000-75.583328.30248.765.2529Zona 4

MALL2-38.7333-75.000027.66232.615.3630Zona 4

RAPA1-38.6833-75.016727.09220.545.4531Zona 4

SURM1-39.1667-76.750026.31195.465.7532Zona 4

VULC1-38.6833-75.650026.02187.225.8633Zona 4

VULC2-39.2500-76.750034.60474.514.1434Zona 4

VULC3-38.6167-75.083329.89291.164.9835Zona 45.250.3213719956

YELC2-37.0500-74.816740.51759.113.5251Zona 5

YELC1-39.1667-73.666754.681921.212.538Zona 6

ALLI1-39.1833-73.483340.16740.093.5536Zona 6

COBR3-39.1667-73.533340.11749.123.5238Zona 6

CORA4-39.3500-73.600038.47640.433.7639Zona 6

DBOR3-39.1500-73.583342.40869.323.3641Zona 6

DROB4-39.1667-73.516740.80777.333.4943Zona 6

DUQU1-39.2500-73.533337.20584.223.8744Zona 6

HILM3-39.1667-73.533340.09731.813.5845Zona 6

MACK1-39.5167-73.683334.77466.994.2146Zona 6

RAPA2-39.5000-73.666738.94680.893.6448Zona 63.550.1837964905

VIKI2-37.2000-81.200027.11232.865.249Zona 7

BUCA1-38.4667-79.283328.71275.304.9610Zona 7

CORA2-38.4500-79.900027.83241.755.2611Zona 7

DMAN1-39.4333-79.816728.51269.365.0012Zona 7

DROB2-38.3833-79.700031.35377.174.3713Zona 7

LIBA1-38.4000-79.250027.07219.165.4714Zona 7

MALL3-38.3500-79.200028.78282.134.8815Zona 7

MJOS1-38.2167-79.200027.62234.105.3316Zona 7

VERD2-38.5600-79.566629.69303.874.8052Zona 7

VERD3-38.5500-79.333328.57266.975.0453Zona 7

VERD4-38.5333-79.300028.10251.335.1754Zona 7

VERD8-37.4853-81.717227.84241.335.2656Zona 7

VERD9-37.5091-81.757730.09348.174.4157Zona 7

LIGR2-39.1000-79.533328.53268.055.0259Zona 75.010.1039554002

4.49

sigma Ton

BarcoBroncoCoral ICoral IDon BorisDon RobertoTricahueVulcanoYelcho IVikingoBucaneroCoral IDon ManuelDon RobertoLibasMallecoMara JosAllipen IAllipen IChivilingoCobraCobraDon EdmundoDon RobertoHilmirHilmirLiderLoncoLoncoMallecoMallecoRapanuiSurmar IVulcanoVulcanoVulcanoAllipen IAntarticCobraCoralDon BorisDon BorisDon EdmundoDon RobertoDuquecoHilmirMackOceanica 4RapanuiToyitaVikingoYelcho ILance 2Lance 3Lance 4Lance 5Lance 8Lance 9Lance 10Lance 2

CdigoBRON1CORA1CORA3DBOR2DROB3TRIC1VULC4YELC1VIKI2BUCA1CORA2DMAN1DROB2LIBA1MALL3MJOS1ALLI2ALLI3CHIV1COBR1COBR2DEDM1DROB1HILM1HILM2LIDE1LONC1LONC2MALL1MALL2RAPA1SURM1VULC1VULC2VULC3ALLI1ANTA1COBR3CORA4DBOR1DBOR3DEDM2DROB4DUQU1HILM3MACK1OCEA1RAPA2TOYI1VIKI1YELC2VERD2VERD3VERD4VERD5VERD8VERD9VERD10LIGR2

Zona0000000012222222444444444444444444455555555555555557/5/027/6/027/6/027/12/027/14/027/14/027/17/027/8/02

Fecha recalada8-Jul8-Jul12-Jul5-Jul12-Jul9-Jul8-Jul12-Jul15-Jul8-Jul11-Jul11-Jul11-Jul9-Jul9-Jul9-Jul3-Jul26-Jun2-Jul26-Jun3-Jul25-Jun25-Jun25-Jun10-Jul25-Jun3-Jul15-Jul24-Jun3-Jul11-Jul27-Jun24-Jun28-Jun3-Jul16-Jul2-Jul15-Jul16-Jul28-Jun15-Jul2-Jul15-Jul16-Jul16-Jul15-Jul26-Jun16-Jul27-Jun2-Jul15-Jul14:2713:2615:409:409:0211:4517:437:35

PesqueraEl GolfoLandesLandesLandesBo BoEl GolfoEl GolfoItataCamanchacaCamanchacaLandesSpkBo BoSpkSpkFood CorpItataItataFood corpEl GolfoEl GolfoItataBo BoQurbosaQurbosaSpkSpkSpkSpkSpkQurbosaSan JosEl GolfoEl GolfoVulcanoItataSan JosEl GolfoLandesLandesLandesItataBo BoBo BoQurbosaEl GolfoItataQurbosaEnapescaCamanchacaItata

Porcentaje de caballa0.870.320.000.000.000.620.000.000.930.953.159.713.872.657.511.063.8318.966.998.196.0957.8616.186.470.0041.103.190.008.201.473.115.987.012.2011.860.330.000.000.000.000.000.000.000.000.000.0023.591.8011.310.000.009.393.793.6114.902.01958743791.5298149583

latitud-35.65-35.0833333333-35.2333333333-35.6833333333-35.2666666667-35.6666666667-35.65-39.1666666667-37.2-38.4666666667-38.45-39.4333333333-38.3833333333-38.4-38.35-38.2166666667-38.7166666667-39.1833333333-38.6666666667-39.2166666667-38.7-39.0333333333-38.9333333333-39.3-38.6666666667-38.5-38.7333333333-38.9166666667-38.7-38.7333333333-38.6833333333-39.1666666667-38.6833333333-39.25-38.6166666667-39.1833333333-38.2833333333-39.1666666667-39.35-38.5833333333-39.15-38.3-39.1666666667-39.25-39.1666666667-39.5166666667-38.4666666667-39.5-38.5833333333-38.2833333333-37.0538343833383236033729373036423906

Longitud-72.8333333333-72.3666666667-72.5166666667-72.7833333333-72.5333333333-72.8333333333-72.7833333333-73.6666666667-81.2-79.2833333333-79.9-79.8166666667-79.7-79.25-79.2-79.2-74.9-76.4833333333-74.9333333333-76.4333333333-75.0333333333-76.4333333333-76.15-75.7166666667-75-75.5-74.9333333333-74.9166666667-75.5833333333-75-75.0166666667-76.75-75.65-76.75-75.0833333333-73.4833333333-74.1-73.5333333333-73.6-73.75-73.5833333333-74.0833333333-73.5166666667-73.5333333333-73.5333333333-73.6833333333-73.8333333333-73.6666666667-73.75-74.1-74.816666666779347920791876538143814576557932

captura( tons.)304.8105.984465.809344.781880.41916.77904.96621.16404.088828.032769.529933.272920.326765.762746.7421069.078619.025422.225614.942708.774987.302500.253441.88673.78960.034741.132891.4881026.912750.268814.1041078.439194.915819.154552.399564.738386.92477.831000.13194.624337.263476.909870.639742.296346.65381.699257.467633.802770.38828.337501.6722.51220801000124070011030

Peso muestra(Kg)257.3918004576331.9216863402520.8896579106252.0089993176519.9433075611255.221730013139.8249589328609.023937434243.778526151452.031908661149.559716766855.488814887970.908413064941.421219646264.044271463844.011696462191.859728818348.985387944350.191872658735.948864357244.38886822634.717578894535.260744863437.704913540984.410994652831.152871468649.350421008879.206581235946.766055680550.244338954753.369773135931.468548693736.694701314293.003650870460.8532936866135.4368806839308.6612917758143.0825392112122.3213025139373.6209361933266.0113957261315.794852672146.9152624003100.4864673596221.739733960965.846272317965.4192925771137.540404260251.4674948527175.2007589141147.267339084485.6925791667120.40393405252.277025547744.34034846778.4327554223124.296649927435.880102329253.878962971

LH (cm)Peso promedioTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotal

15.537.023

16.544.976

17.554.017

18.564.217

19.575.65112

20.588.39311111011781

21.5102.5193123113124291213

22.5118.103611121321122372171

23.5135.2221855428452241114231621015151267562136

24.5153.950382025121027913496951543152058121853220363551747204434332926

25.5174.365141252846324536461614113814306345546212202136515563376172453384150494023

26.5196.5441314845562038543928292532523838656119422446655855491055214475374275594533

27.5220.564191937178184015304244244034123160823434503515292524284570272253492726

28.5246.501761714141422181937302517121113272275151216792401184531452492225521

29.5274.4346618912161014111029361335121192423592017102313372232547224421272225813

30.5304.441121643911311107131424151111734151157149311204232311092432621729971810415

31.5336.6003116477711556127956522121152144626237110111118927212146616176

32.5370.9909729233468669666833171856135323124182114136193833313115411316

33.5407.6908767212522441421132231312852511156421111141210424102

34.5446.77911202423232361326121353120473615617107141121378851253

35.5488.33610272819323413214110132011141681688221821321177820252

36.5532.441172836135624744134111191121417132619361532721490106113

37.5579.175181852111213211111726311248251421163241153721563

38.5628.618518114832241232152811143371192173258144146431144

39.5680.8494931192412161192213882411532124225194214120053

40.5735.95049517833415712131421711211312147301212253731371634032

41.5794.001971763533191439111724151114291015163211116191310021

42.5855.08565181833181925142641201324472520534111414221014

43.5919.2811616132221136151142107223528273105261621010

44.5986.67337521023111472114311221226401531710231322101

45.51057.3415931451151171273620137224599814512111

46.51131.3679515181071411512172065426455141267101

47.51208.83591510810821311122062178345321150101

48.51289.8269919781823132253123123128400

49.51374.4236511202012292111213221483223101

50.51462.7091721401724166171181355726201

51.51554.7671815421228421161423223

52.51650.6798126012278928111142111

53.51750.530814336383923123

54.51854.40471028433122013213

55.51962.3824712722522018211

56.52074.551981672211122

57.52190.993354214160

58.52311.79335125131891

59.52437.03521274

60.52566.8052347110

61.52701.186332111

62.52840.2631131

63.52984.12211212

64.53132.8481

65.53286.527

Total muestra230314316184297325179317188189205206188189227188213202194165187159185185315184188186188216242161196196209183308191191311306301189172303141301202205185194282451208228325357200201

LH promedio44.7944.0052.2648.8453.2239.9739.5954.6827.1128.7127.8328.5131.3527.0728.7827.6232.5228.1928.7227.2327.9827.2426.1326.7228.4825.1628.8232.3328.3027.6627.0926.3126.0234.6029.8940.1644.4140.1138.4747.0942.4045.1040.8037.2040.0934.7727.0538.9428.5143.4440.5129.6928.5728.1025.9427.8430.0925.5328.53

Peso promedio1.1191057.081648.381369.611750.65785.30781.151921.21232.86275.30241.75269.36377.17219.16282.13234.10431.27242.50258.72217.87237.37218.35190.60203.81267.97169.31262.50425.84248.76232.61220.54195.46187.22474.51291.16740.091002.15749.12640.431201.35869.321049.15777.33584.22731.81466.99217.34680.89251.06947.03759.11303.87266.97251.33194.48241.33348.17179.40268.05

Sigma Ton2.9933.0552.6872.8462.6263.3943.3672.5345.2394.9595.2564.9974.3725.4664.8785.3354.1425.3225.1875.5275.3575.5215.8085.6765.0056.0605.1534.1595.2485.3625.4465.7465.8564.1364.9833.5543.2003.5213.7563.0003.3653.1513.4933.8663.5754.2075.4963.6445.2583.2543.5244.7985.0415.1665.6815.2654.4085.9125.020

LH (cm)TotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotalTotal

15.500000000000000000000000000000000000000000000000000000000000

16.500000000000000000000000000000000000000000000000000000000000

17.500000000000000000000000000000000000000000000000000000000000

18.500000000000000000000000000000000000000000000000000000000000

19.5000000000000000000000000000000000000000000000000000075.65081217650151.30162435290000

20.5000000000000000000000088.39325026620088.3932502662000088.393250266200000000000000088.3932502662088.3932502662000088.39325026621502.685254525500707.146002129688.3932502662

21.500000000307.5567825907102.5189275302000205.03785506050307.55678259070102.5189275302000000102.5189275302307.55678259070102.518927530200205.0378550605000000000000000410.075710120900000205.03785506050922.6703477721102.5189275302205.03785506051332.7460578930

22.500000000708.61874197240118.1031236621000118.1031236621118.1031236621000236.20624732410000118.1031236621354.30937098620236.2062473241000118.1031236621118.10312366210000000000000236.20624732410000236.2062473241354.30937098620826.7218656345236.2062473241118.1031236621826.7218656345118.1031236621

23.5000000002433.9872566678676.1075712966676.1075712966540.8860570373270.44302851861081.7721140746540.8860570373676.1075712966270.4430285186270.44302851860540.8860570373135.2215142593135.2215142593135.22151425930540.88605703733110.0948279644135.2215142593811.32908555590270.44302851861352.2151425932135.2215142593676.107571296600000000000002028.32271388980135.221514259300270.4430285186811.3290855559946.5505998153676.1075712966811.3290855559270.44302851861757.8796853712811.3290855559

24.5000000005850.10589574373079.0031030233848.75387877881847.40186181381539.50155151154156.65418908111385.55139636042001.352016965615.80062060461385.5513963604923.70093090691385.5513963604769.75077575582309.25232726736619.85667149952309.25232726733079.0031030238929.1089987667153.95015515123232.95325817421231.6012412092769.75077575584926.40496483683079.0031030235542.205585441400000000000005388.25543029030769.7507757558002617.15263756967235.65729210413079.0031030236773.80682665065234.30527513915080.3551199884464.55449938344002.7040339299

25.500000174.3654679899007148.98418758574359.13669974744882.23310371718020.81152753525579.69497567667846.44605954536277.15684763628020.81152753522789.84748783832441.11655185851918.02014788886625.8877836162441.11655185855230.964039696910985.02448336347846.44605954539415.735271454310810.65901537352092.38561587873487.30935979793661.67482778786277.15684763628892.63886748469590.100739444210985.02448336340523.09640396970000000000013251.77556723202964.2129558282004184.77123175759241.36980346446625.8877836167148.98418758578718.27339949488543.90793150496974.61871959584010.4057637676

26.500000196.5442269571006092.87103566939434.12289393968844.490213068311006.47670959613930.88453914157468.680624368810613.3882556827665.22485132595503.23835479815699.78258175524913.60567392686289.415262626410220.29980176797468.68062436887468.680624368812775.374752209811989.19784438153734.34031218448254.85753219714717.06144696989041.034440025412775.374752209811399.565163510310809.93248263919630.667120896601965.44226957070000000000010809.932482639104127.4287660986008647.945986111314740.81702178067272.13639741178254.857532197114740.817021780611596.10939046748844.49021306836485.9594895834

27.500000220.563546457001985.07191811344190.70738268398160.85121891083749.58028976981764.50837165643970.14383622698822.5418582823308.45319685576616.90639371159263.6689511969704.79604411025293.52511496928822.5418582827499.16057953972646.76255748466837.469940168513233.81278742291764.50837165645072.9615685121882.25418582827499.160579539711028.17732285247719.72412599673308.45319685576396.342847254405514.0886614262000000000005293.525114969206175.7793007974009925.359590567215439.44825199345955.21575434034852.398022055111689.867962223610807.61377639545955.21575434035734.6522078833

28.5000000001725.5060878321479.00521814184190.5147847353451.01217566413451.01217566413451.01217566415423.01913318654437.01565442534683.51652411569120.53217854097395.02609070886162.52174225734190.5147847352958.01043628352711.50956659323204.51130597386655.5234816379493.00173938066655.52348163791232.50434845153697.51304535442958.01043628353944.01391504471725.5060878322218.5078272126493.00173938069860.03478761170000000000246.50086969034437.0156544253011092.5391360632007641.526960399111092.53913606325916.0208725672218.50782721265423.01913318656162.52174225731232.50434845155176.5182634962

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-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674-34.674

-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507-34.507

-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343-34.343

-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182-34.182

-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024-34.024

-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869-33.869

-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717-33.717

-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567-33.567

-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420-33.420

-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275-33.275

-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132-33.132

-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992-32.992

-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855-32.855

-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719-32.719

-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585-32.585

sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)sigma (cm-2)

3.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.8803.880

4.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.3974.397

4.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.9464.946

5.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.5285.528

6.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.1426.142

6.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.7886.788

7.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.4667.466

8.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.1778.177

8.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.9208.920

9.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.6959.695

10.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.50210.502

11.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.34211.342

12.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.21412.214

13.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.11913.119

14.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.05614.056

15.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.02515.025

16.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.02616.026

17.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.06017.060

18.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.12618.126

19.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.22419.224

20.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.35520.355

21.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.51821.518

22.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.71322.713

23.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.94023.940

25.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.20025.200

26.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.49226.492

27.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.81727.817

29.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.17329.173

30.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.56230.562

31.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.98431.984

33.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.43733.437

34.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.92334.923

36.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.44236.442

37.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.99237.992

39.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.57539.575

41.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.19041.190

42.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.83842.838

44.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.51744.517

46.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.22946.229

47.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.97447.974

49.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.75049.750

51.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.55951.559

53.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.40153.401

55.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.27455.274

57.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.18057.180

59.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.11859.118

61.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.08961.089

63.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.09163.091

65.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.12665.126

67.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.19467.194

69.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.29369.293

33.49332.29644.28438.98045.97426.65126.30148.68012.20013.65112.70613.45916.49011.98013.76212.48917.86312.90613.42012.04112.71512.05511.07011.56913.41110.26113.52617.71013.05612.47212.01111.23210.96319.62614.51026.30632.07126.37324.05636.04629.25133.05827.15522.58526.16419.64611.94524.81413.20030.81326.75114.57913.45712.98511.04912.70615.34810.60613.455

%prop*sigma%prop*sigma%prop*sigma%prop*sigma%prop*sigma%prop*sigma%prop*sigma%prop*sigma%prop*sigma%prop*sigma%prop*sigma%

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ACUSTICA CON EMBARCACIONES DE LA FLOTA EN JUREL ACOUSTICS WITH FISHING VESSELS IN CHILE Instituto de...

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