biological valuation workshop

Biological Valuation WorkshopAssessing Value in marine environmentsJohn Roff Acadia UniversityGent, Belgium, December 2004

What constitutes Value in marine environments?They are unique or valuable in some definable way They are threatened currently or will be in the immediate future Public, political or NGO concern is expressed for defined reasonsThere is an opportunity to acquire or designate the areaPriority areas for conservation (PACs) generally have the following attributes/ characteristics or criteria:

I will concentrate largely on the first issue of what constitutes uniqueness and value.

Note that what constitutes uniqueness is only one component of what constitutes value.Unique means that we have only ONE EXAMPLE of some entity. In terms of biodiversity it would therefore be inherently valuable. NOTE that biodiversity is NOT just species diversity.

Value is a subjective term that can encompass:UniquenessOther combinations of biodiversity attributesMarket priceResource supply Etc.

Two criteria for value might be:Value for conservation purposes, i.e. an area has high biodiversity value (e.g. species richness).Value for resource purposes, i.e. an area supplies ecosystem services (e.g. high production of some commercially important shellfish species).Areas exhibiting these two criteria are frequently separate, e.g. species diversity and productivity are often inversely related (or at least the relationship is parabolic).

Relationship between: species richness and productionNumber of speciesProductivity North Sea ?Global ?

Obviously we need to assemble data and map such variables. Here I concentrate on value for conservation purposes.Central question is: What makes some: species/ community/ habitat/ location/area/ ecosystem/ etc. More valuable than another?George Orwell: All animals are created equal, but some are more equal than others.

When proposals are made to protect certain areas of the marine environment, proponents and activists generally use evocative words to describe their chosen location. They may say that an area requires protection because:It is unique in some wayIt is special in some wayIt is rare in some way (e.g. endangered species/ habitat/ community)It supports economically important resources (fishing grounds/ recruitment area/ nursery/ spawning grounds etc.) It has high biodiversity value (species diversity, or other attribute)It exhibits high ecological or environmental complexityIt exhibits coastal zone aestheticsRarely are these criteria adequately defined, or quantified.

How do we go about such quantification?We need an inventory to consider at least three sets of elements:The ecological hierarchy and biodiversity framework (e.g. Zacharias and Roff)Mapping of Valuable or Unique areas - Distinctive areas Mapping of ordinary or Representative areasThis is followed by mapping and analysis of combinations of attributes to yield a framework for decision making.

After Zacharias and Roff 2000, Cons. Bio.Remind ourselves of the COMPONENTS OF : All the structures and processes thatsupport the diversity of life in the oceans

COMPOSITIONSTRUCTURESPROCESSESGenesGenetic structureGenetic processesSpecies, PopulationsPopulation structureDemographic processes, Life historiesCommunitiesCommunity compositionOrganism-Habitat relationshipsEcosystemsEcosystem structurePhysical and Chemical processes

GENETIC Structure ProcessSPECIES/ POPULATION Structure Process COMMUNITYStructure Process ECOSYSTEMStructure ProcessThe components of marine biodiversity:Expanded from Zacharias and Roff 2000

StructureMutationStructureMigrationStructureSuccessionWatermassCurrentsGenotypes Differentiat.AbundanceDispersion S.DiversityPredationTempTidesFitnessDriftDistributRetentionS. RichnessCompetit.SalinityDisturban.Haplotype DFlowFocal SppMig/ DriftS. EvennessParasitismPropertiesGyresStocksNat. SelectKeystoneGrowthAbundanceMutualismBoundariesRetentionInbreedingInd. Cond.Reprod.Represent.DiseaseDepth/PresP-B coupleMatingInd. Comp.RecruitDistinctiveProductionLightEntrain.Dir. SelectUmbrellaBiomesDecomp.Stratificat.B-G cyclesStab. selectCharismat.Biocoenos.TopographSeasonal.Dis. selectVulnerableS-A relns.SubstrateProduct.Micro. Evol.EconomicTransitionsRepresent.H-A equil.ErosionPhenotypesFun.groupsDistinctiveH-L equil.SpeciationFragmentsHeterog.AnomaliesTurbulenceMacro. EvolMeta-popsEndemismExposureMixingAlt. S.StatsPatchinessUpwellingSymbiosesNutrientsDivergenceBiomassDis. GasesEcol.Integ.AnoxiaErosionDesiccation

An entity may be unique or have value - at any level of the ecological hierarchy: -Presence or seasonal use by:Threatened/ rare/ endangered species (flagships?)Keystone species (what is it/ does it work?)Other focal species, feeding breeding areasSpecies of economic value, especially spawning, recruitment, breeding areasSPECIES LEVEL:

COMMUNITY/ HABITAT LEVEL:Endangered, rare, threatened habitat i.e. a particular kind of habitat that has been reduced in quantity or degraded to a far greater extent than other marine or coastal habitat types, i.e. the proportion of this habitat in its pristine condition is far lower than that of other habitat types.Critical habitat Equivalent to biologically Distinctive habitats.Regions of high species diversity (NOT Biodiversity). Often asserted but rarely documented adequately. Do we know WHY some areas have higher species diversity than others?Regions of high topographic complexity or habitat complexity leading to high species diversity or to locations of rare/ endangered species?

ECOSYSTEM/ HABITAT LEVEL:Regions of unique ecosystem level processes e.g. upwellings, gyral systems, estuarine retention systems.Regions associated with focal species.These are: Distinctive Habitats

For analysis of habitats, we must consider Structures and Processes across the entire ecological hierarchy AND

ProcessesUpwelling, Gyres, CurrentsEnvironmental AnomalyTemperature, Topography, Sea Height, Chlor aFocal SpeciesFlagships, Umbrellas, Parasols, IndicatorsSTRUCTURES AND PROCESSESRoff and Evans 2002 Aquat. Cons.

Characteristics, Processes, Focal SpeciesResources ElevatedHigh Primary Production AreasRetention AreasResources advected / focusedResources depletedRoff and Evans 2002 Aquat. Cons.

CavesSediment by-pass ?high diversityIndicators

Anomalies and Focal Species - Examples

Roff and Evans 2002 Aquat. Cons.

Relations between Anomalies and Focal Species

Relations between Anomalies and Focal SpeciesBay of Fundy Grand Manan. Lewin and Roff unpub.

Other Distinctive habitatsMay not be detected by physical anomalies, satellite data or conventional ocean mappingFish spawning areasJuvenile fish recruitment zonesTurtle breeding beachesSubmarine seamountsDeep sea ventsLocated by TEK or SEK

What about ordinary areas? The Representative habitats. If we do not protect them, we ignore >90% of marine species diversity!Representative habitats (benthic and pelagic) can be mapped - at some scale we can map areas of high habitat heterogeneitywe can map seasonal and inter-annual variations in geophysical factors e.g. in water masseswe can determine correspondence between selected assemblages of organisms and geophysical factors (e.g. fish, benthic invertebrates and water masses). THEN, if there are strong correlations between e.g. water masses and fish assemblages, we can know how these assemblages will change in response perhaps even in response to global warming. THEN, we can also potentially locate the limits of distributions of communities, their spatial variations, and their centroids of distribution and abundance.

Map the marine environment to define Representative areas (seascapes)Water MassesTemperatureSalinityWater depthWater colourCurrentsSubstrate typesHabitat typesFish distributionsMarine mammalsETC. ETC.Water depthACTUAL SET OF FACTORS USED DEPENDS ON NATURAL VARIATION WITHIN A REGION Roff et al. Aquat. Cons. 2003

ASSEMBLING BENTHIC SEASCAPESFor the Gulf of Maine and Scotian ShelfBottom Water Masses + Depth Classes + Generalized Substrate

=

BENTHIC SEASCAPES

BENTHIC SEASCAPESFor the Gulf of Maine and Scotian ShelfNotes:

~100 Benthic Seascape Types

Each Type defined by its components

Unique Code Identifies each# 6240

6,000 (Water Mass 6 Maine SW)

200 (depth 60-200m)

40 (D - gravel/till)__________6240

ASSEMBLING PELAGIC SEASCAPESFor the Gulf of Maine and Scotian ShelfSurface Water Masses + Depth Classes + Stratification Classes

=

PELAGIC SEASCAPES

PELAGIC SEASCAPESFor the Gulf of Maine and Scotian ShelfNotes:

~70 Pelagic Seascapes

Each Type defined by its components

Unique Code Identifies each# -25220

-25,000 (water mass 25)-200 (depth 60-200)-20 (frontal)__________-25220

Scotian Shelf Seascapesof Representative HabitatsRoff et al. 2003 Aquat. Cons.

Habitat heterogeneity

How MANY different kinds of Representative Habitats? Roff et al. 2003 Aquat. Cons.What can we do with these seascapes?

TSTemperature Salinity water masses

Chart1

11.3375225.8188327.0720022.3677319.8549987.0744393.2739484.690311.9723329.0972910.9543982.375032

10.1104764.9197945.4242652.1680418.9631846.5538783.3655423.3226851.6210847.4075460.712512.486622

9.5623834.6840525.2635771.99191418.9531826.4684443.4024863.1317471.52786.9549020.6539892.489422

9.8018074.8604415.889051.93749719.6645476.6075443.3300663.6328761.6469167.2998090.7359212.425454

10.4956215.2383687.0313682.20352621.5013666.7699653.1525974.6511272.0866848.2180011.0724112.111211

11.1017175.8175788.494842.51994923.9968197.0981023.0778416.220252.6705569.3312891.4012972.006189

11.5972366.35300610.1343652.5673825.451827.346993.1437747.504313.12504610.3901261.3375822.045704

12.0999036.62288811.4996322.30030325.7913617.3509633.1902868.3445623.16386811.431681.113122.026752

12.6187637.08545112.7294222.45186925.7400027.5920513.2750529.2158153.46442812.634191.285262.072418

13.0623847.50025913.0598392.71391924.8345457.7449363.2381469.569063.87849213.3675511.4714762.139741

13.3530457.51612512.1538962.61011723.636827.7277923.1741799.0967483.81360713.2385151.5517512.079733

12.7952417.21349710.1013152.66567521.9427227.647363.1987177.8251893.35619911.7131571.5479932.181928

5 T

6 T

12 T

16 T

17 T

18 T

19 T

22 T

24 T

25 T

27 T

30 T

S

T

Benthic 30 Cluster Monthly Centroid Plots

Stats B40

STATISTICS BENTHIC 40 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 40 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 40 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 40 CLUSTERS - ALL MONTHS COMBINED

ClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSAL

1N of cases1441447N of cases1596159613N of cases14414419N of cases1500150025N of cases64864831N of cases12012037N of cases46324632

1Minimum5.9228.447Minimum0.0630.0713Minimum16.5532.9819Minimum17.2235.5225Minimum2.7131.1931Minimum11.8433.4837Minimum0.0332.64

1Maximum23.4732.057Maximum10.3832.413Maximum26.8736.2319Maximum27.2836.3225Maximum18.2733.1731Maximum24.835.2837Maximum5.5234.02

1Range17.553.617Range10.322.3313Range10.323.2519Range10.060.825Range15.561.9831Range12.961.837Range5.491.38

1Median15.03530.937Median1.331.4413Median22.6635.6119Median23.06536.09525Median9.44532.4531Median17.7234.38537Median2.46533.46

1Mean14.566180555630.8057Mean1.876923558931.371196741913Mean22.369097222235.354027777819Mean22.792546666736.0784425Mean9.58921296332.446774691431Mean17.859916666734.35537Mean2.219455958533.4588687392

1Std Dev.5.89507700220.78353065017Std Dev.1.72240281870.385831361713Std Dev.3.00922751350.753277518719Std Dev.2.22420376080.120651858625Std Dev.4.00535875560.349882203931Std Dev.3.43865385420.361888139137Std Dev.1.26550995480.1976212852




2Range6.141.028Range61.3514Range10.131.2620Range8.31.1826Range11.971.3632Range15.771.9538Range15.862.24













4Maximum27.0136.2610Maximum27.3336.1216Maximum10.0534.1922Maximum3.6733.5728Maximum7.663334Maximum15.2731.5140Maximum27.6236.05





5N of cases75675611N of cases6432643217N of cases14414423N of cases37237229N of cases2004200435N of cases888888

5Minimum16.9734.7311Minimum0.1432.8417Minimum15.0334.4823Minimum8.5732.9329Minimum4.3232.1835Minimum21.7736.2

5Maximum29.4636.3211Maximum5.6434.7417Maximum28.1235.9723Maximum22.0734.529Maximum16.533.6335Maximum27.6636.83

5Range12.491.5911Range5.51.917Range13.091.4923Range13.51.5729Range12.181.4535Range5.890.63

5Median23.8135.8211Median1.7634.0117Median21.60535.4923Median14.20533.7229Median8.9532.9935Median23.9536.48

5Mean23.567764550335.812513227511Mean2.201966728934.015097947817Mean21.349166666735.457916666723Mean14.182930107533.709596774229Mean9.0232.98324351335Mean24.12896396436.5007657658

5Std Dev.3.18533413310.217538380211Std Dev.1.30388339150.227328066517Std Dev.3.16834926470.315046616623Std Dev.2.93794210120.346862873729Std Dev.2.83399828520.207550578735Std Dev.1.20048855460.1486150998

6N of cases1344134412N of cases1932193218N of cases2700270024N of cases9108910830N of cases1488148836N of cases612612

6Minimum16.6535.4712Minimum1935.4718Minimum4.0233.4524Minimum0.6333.6830Minimum1.0331.5836Minimum14.0235.51

6Maximum22.4336.6712Maximum25.136.718Maximum9.7634.8524Maximum6.5234.8630Maximum10.5533.1736Maximum19.3336.39

6Range5.781.212Range6.11.2318Range5.741.424Range5.891.1830Range9.521.5936Range5.310.88

6Median19.41536.312Median22.0636.318Median7.5234.1624Median2.934.5330Median5.332.4736Median16.96536.07

6Mean19.4851562536.309382440512Mean22.132753623236.300295031118Mean7.531614814834.159944444424Mean3.288289415934.516103425630Mean5.545430107532.45518817236Mean16.913398692836.0712091503

6Std Dev.0.86329408060.164865945312Std Dev.1.07047648850.129128721618Std Dev.0.89940616020.228933843224Std Dev.1.00795307560.164857835530Std Dev.2.3004453130.286794011836Std Dev.1.06846841970.1286064375

stats B30

STATISTICS BENTHIC 30 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 30 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 30 CLUSTERS - ALL MONTHS COMBINED

ClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSAL

1N of cases180180.7N of cases240240.13N of cases17641764.19N of cases95409540.25N of cases18841884

1Minimum3.7728.44.7Minimum14.333.79.13Minimum0.0630.13.19Minimum0.6333.68.25Minimum5.7132.89

1Maximum23.4732.32.7Maximum27.6236.05.13Maximum10.3832.47.19Maximum6.5234.86.25Maximum16.7534.46

1Range19.73.88.7Range13.322.26.13Range10.322.34.19Range5.891.18.25Range11.041.57

1Median14.5531.15.7Median21.94535.29.13Median1.2531.5.19Median2.8834.53.25Median9.9833.61

1Mean14.233388888930.9739444444.7Mean21.965208333335.1665833333.13Mean1.826836734731.4641099773.19Mean3.239583857434.5051436059.25Mean10.099824840833.6218895966

1Std Dev.5.83877667260.7941549722.7Std Dev.4.03018536780.4805549369.13Std Dev.1.70251153250.3900388324.19Std Dev.1.02171518710.1713028287.25Std Dev.2.4454019890.2766083879

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3Median24.8636.31.9Median19.4236.3.15Median12.00532.43.21Median14.4733.61.27Median132.97



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stats b10 ans 20

STATISTICS BENTHIC 10 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 20 CLUSTERS - ALL MONTHS COMBINED

ClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSAL

1N of cases22442244.6N of cases363636361N of cases21722172.6N of cases16321632

1Minimum14.0235.36.6Minimum0.0629.51Minimum16.8234.93.6Minimum20.3835.58

1Maximum22.836.7.6Maximum12.8732.851Maximum27.0736.34.6Maximum29.1436.56

1Range8.781.34.6Range12.813.351Range10.251.41.6Range8.760.98

1Median19.1336.21.6Median1.93531.8951Median22.85536.13.6Median25.0536.16

1Mean18.941885026736.2328921569.6Mean2.508674367431.80776402641Mean22.673844383136.1022191529.6Mean25.014644607836.1561397059

1Std Dev.1.64096911530.2048962961.6Std Dev.2.1793828620.5610668561Standard Dev1.97749328360.1456241885.6Standard Dev1.93406875420.1551950971

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.......

STATISTICS BENTHIC 20 CLUSTERS - ALL MONTHS COMBINED

ClusterTEMPSALClusterTEMPSAL

.......

11N of cases17281728.16N of cases288288

11Minimum18.735.47.16Minimum16.5532.98

11Maximum23.8436.76.16Maximum26.9836.26

11Range5.141.29.16Range10.433.28

11Median21.3536.35.16Median22.87535.73

11Mean21.326041666736.3591261574.16Mean22.48635.521

11Standard Dev1.06352423640.1465329496.16Standard Dev2.7670.663

.......


12Minimum5.1332.53.17Minimum0.0332.71

12Maximum22.0734.5.17Maximum5.5234.66

12Range16.941.97.17Range5.491.95

12Median10.68533.53.17Median1.933.71

12Mean10.825576036933.5377227343.17Mean2.063087623533.7117199688


.......


13Minimum2.9732.91.18Minimum17.2634.44

13Maximum10.4134.48.18Maximum29.4636.32

13Range7.441.57.18Range12.21.88

13Median6.5833.79.18Median23.7835.83

13Mean6.469939320433.7720833333.18Mean23.505892857135.8071031746


.......


14Minimum0.0322.5.19Minimum0.3133.42

14Maximum8.5130.57.19Maximum6.5234.86

14Range8.488.07.19Range6.211.44

14Median3.5626.64.19Median2.8434.48

14Mean3.878020833326.7119791667.19Mean3.12568813834.4518312214


.......


15Minimum6.7833.7.20Minimum0.0726.75

15Maximum17.6735.33.20Maximum23.4731.62

15Range10.891.63.20Range23.44.87

15Median9.41534.42.20Median3.78530.215

15Mean10.095235602134.4790270506.20Mean4.911849593530.108597561


.......

Centroids Btm 30

CLS#TJAN_BSJAN_BTFEB_BSFEB_BTMAR_BSMAR_BTAPR_BSAPR_BTMAY_BSMAY_BTJUN_BSJUN_BTJUL_BSJUL_BTAUG_BSAUG_BTSEP_BSSEP_BTOCT_BSOCT_BTNOV_BSNOV_BTDEC_BSDEC_B

17.29499631.5046.07699731.3070016.67550231.35859.07900230.902512.85299730.632516.86799830.6619.88599830.82200121.08150131.00600120.88231.20399918.88499831.39050115.19699831.67500110.94800131.7225

20.90083430.3127780.56694730.3291660.50333130.6374991.13944530.4430562.43388730.1241663.67221930.1213915.23861129.9819476.92694629.661397.69889329.6919447.7116729.7144456.04916529.9075013.79166930.279167

323.53007736.30227723.09796936.3170723.29634336.34487923.90325736.35731924.68633836.3975625.48154636.43097726.23374236.40885926.85137936.35235626.89983436.29398326.39211536.23308925.59511836.22154224.63366136.237968

418.72249834.44333317.46333334.0718.41500134.26333220.65666635.25666822.88832935.65583425.42083235.47000126.47750135.83083326.71333535.85416826.935.67916925.44749635.26499923.72416935.32916621.69666335.328335

511.33752234.70733310.11047634.5579999.56238334.5355269.80180734.5561910.49562134.5012411.10171734.51428611.59723634.55038112.09990334.58104712.61876334.6892413.06238434.70076413.35304534.67266512.79524134.753429

65.81883233.2018094.91979433.1373484.68405233.093094.86044133.1132355.23836833.2112245.81757833.2107016.35300633.2201466.62288833.3103527.08545133.3474667.50025933.3601467.51612533.3777857.21349733.334198

716.86534.88650116.08299834.97649817.50749834.80300119.20100234.74449921.49450334.55249825.146534.722526.84300235.50550127.24799935.65926.93000435.486524.63650135.50250222.124535.75349819.50300235.406502

814.31249934.07125113.50124634.41875116.07625434.25500118.6187534.20249921.25874933.90750125.35875133.93624927.2362535.31874827.72000335.597527.02500335.28250123.9787535.27999920.69499635.57500117.49250234.518749

919.2594636.33116919.08801836.31972919.27035936.31792819.40702836.31252319.52928436.32018319.57820336.32630519.5185636.31666619.51963836.30369619.5593736.30297519.72252536.2892819.80242936.29360219.59792936.322342

1020.2749136.16490619.6428636.16235719.90465936.11217520.95887636.03161622.1021136.04583723.02764136.1165223.85024536.12347824.38249436.10894424.7124936.08080724.454136.04111923.58037436.03707922.32570836.099133

1116.71848736.06584916.63924636.06565916.74754936.04849216.89924835.9656617.02999935.9815117.01264436.03245216.95000536.06716916.90151436.07773616.91924736.0728317.11264236.07339917.22169936.07245316.99169336.092453

127.07200233.1154215.42426533.1236315.26357733.0836835.8890532.9580547.03136832.8356868.4948432.79773710.13436532.7925811.49963232.80563412.72942232.87120813.05983932.92610512.15389632.98868610.10131533.049896

130.96214431.4487920.44590331.491880.36925731.7424160.58778131.6865081.00114331.5383891.47724831.576781.84282131.5559752.51201331.4351012.97658131.3046973.33409131.2248333.43584131.291212.88409331.361544

1417.29711335.81244316.57799935.83266417.00555835.69419.01133235.48888821.45133835.33977923.7617835.4682225.56400535.69733426.1755635.73799926.15111935.73977724.62755235.76733422.3613435.82888820.18866535.86911

157.60703532.8450016.15796232.8446316.34277532.9148148.01499932.60129510.69425932.32370413.74000332.16685116.42036632.09666817.93259232.1607418.54000132.24610917.4874132.42055514.68370332.64888811.1135232.842777

162.3677333.2968672.1680433.3490641.99191433.4337621.93749733.4414942.20352633.4120332.51994933.4157712.5673833.3950692.30030333.3569152.45186933.311262.71391933.2796972.61011733.2885282.66567533.317104

1719.85499835.92136418.96318435.87772818.95318235.05227319.66454734.30181921.50136634.4823.99681935.47818425.4518235.75045425.79136135.83818125.74000235.79454424.83454535.88863823.6368236.13272921.94272236.127728

187.07443933.9735726.55387833.8892866.46844433.8767096.60754433.9390686.76996533.9993487.09810234.0043797.3469934.0278287.35096334.1035737.59205134.1524547.74493634.1563387.72779234.1590697.6473634.122765

193.27394834.451423.36554234.5527763.40248634.5866583.33006634.5595253.15259734.5334933.07784134.5250023.14377434.5343323.19028634.5277143.27505234.5037193.23814634.4652523.17417934.4217953.19871734.398491

200.18625129.7975011.3629.1500020.30500229.05252.45249925.9837465.02875224.3387516.40124924.3187527.44375323.9262527.81750124.0937526.78375325.8237484.47125327.228752.57124827.9500011.71500228.880001

2112.13533433.99888610.53911133.96355410.09377833.91799911.27422333.69133413.07066533.59422314.57555433.41888815.88044633.34333416.89311433.4171117.85421933.38177918.01599733.42977916.87755633.59733215.0351133.89711

224.6903132.5268143.32268532.4765623.13174732.4307523.63287632.4066894.65112732.4128116.2202532.3595627.5043132.3585018.34456232.4403769.21581532.4879.5690632.5226259.09674832.5946887.82518932.605812

2322.01425736.39741121.52196336.40118821.52951636.40657421.745636.40258822.03308136.41538622.39468236.41412722.48363736.38943922.75979236.38119122.88699336.37867422.97454636.37210123.01559336.37139922.81335636.377274

241.97233232.4597051.62108432.4768521.527832.5619351.64691632.5718992.08668432.5416372.67055632.5610813.12504632.5303613.16386832.5422943.46442832.4791153.87849232.3798033.81360732.5121963.35619932.547508

259.09729133.7839367.40754633.6870316.95490233.6266487.29980933.5626458.21800133.4631619.33128933.45077510.39012633.48709911.4316833.53825812.6341933.68238813.36755133.71554913.23851533.69877211.71315733.759354

2622.19505536.03894821.60610436.02347221.89642136.02716122.85463336.07894924.12926136.09863325.455936.16547426.32421336.22736726.67905636.14526426.79063836.0482126.15999635.96474125.00441635.95610423.57715435.989265

270.95439832.8142240.7125132.9117740.65398932.9942550.73592133.0101931.07241133.0084341.40129733.0322611.33758233.0492321.1131233.0432051.2852633.0065271.47147632.9433821.55175132.899941.54799332.864326

2816.38076834.65307614.73230734.75153714.13769234.72000116.00230634.86692418.46922935.0192320.23922935.0707721.24384535.15076821.65846435.17076921.6630834.83307621.20692334.60307720.35000234.58846318.86769334.80154

2919.37478635.79140918.67070635.77957519.635.8149321.45704135.85915423.40070335.85070425.363135.87760526.88675935.88211127.50070635.82802627.18211435.74014325.53521335.6446523.75675635.62337922.04633935.704929

302.37503233.9212992.48662234.0347822.48942234.1209562.42545434.0859952.11121134.0243492.00618933.9814992.04570433.9540252.02675233.9192432.07241833.8840792.13974133.867422.07973333.8597492.18192833.869587

CLS#JANFEBMARAPRMAYJUNJULAUGSEPOCTNOVDEC

1T7.2949966.0769976.6755029.07900212.85299716.86799819.88599821.08150120.88218.88499815.19699810.948001

1S31.50431.30700131.358530.902530.632530.6630.82200131.00600131.20399931.39050131.67500131.7225

2T0.9008340.5669470.5033311.1394452.4338873.6722195.2386116.9269467.6988937.711676.0491653.791669

2S30.31277830.32916630.63749930.44305630.12416630.12139129.98194729.6613929.69194429.71444529.90750130.279167

3T23.53007723.09796923.29634323.90325724.68633825.48154626.23374226.85137926.89983426.39211525.59511824.633661

3S36.30227736.3170736.34487936.35731936.3975636.43097736.40885936.35235636.29398336.23308936.22154236.237968

4T18.72249817.46333318.41500120.65666622.88832925.42083226.47750126.71333526.925.44749623.72416921.696663

4S34.44333334.0734.26333235.25666835.65583435.47000135.83083335.85416835.67916935.26499935.32916635.328335

5T11.33752210.1104769.5623839.80180710.49562111.10171711.59723612.09990312.61876313.06238413.35304512.795241

5S34.70733334.55799934.53552634.5561934.5012434.51428634.55038134.58104734.6892434.70076434.67266534.753429

6T5.8188324.9197944.6840524.8604415.2383685.8175786.3530066.6228887.0854517.5002597.5161257.213497

6S33.20180933.13734833.0930933.11323533.21122433.21070133.22014633.31035233.34746633.36014633.37778533.334198

7T16.86516.08299817.50749819.20100221.49450325.146526.84300227.24799926.93000424.63650122.124519.503002

7S34.88650134.97649834.80300134.74449934.55249834.722535.50550135.65935.486535.50250235.75349835.406502

8T14.31249913.50124616.07625418.6187521.25874925.35875127.2362527.72000327.02500323.9787520.69499617.492502

8S34.07125134.41875134.25500134.20249933.90750133.93624935.31874835.597535.28250135.27999935.57500134.518749

9T19.2594619.08801819.27035919.40702819.52928419.57820319.5185619.51963819.5593719.72252519.80242919.597929

9S36.33116936.31972936.31792836.31252336.32018336.32630536.31666636.30369636.30297536.2892836.29360236.322342

10T20.2749119.6428619.90465920.95887622.1021123.02764123.85024524.38249424.7124924.454123.58037422.325708

10S36.16490636.16235736.11217536.03161636.04583736.1165236.12347836.10894436.08080736.04111936.03707936.099133

11T16.71848716.63924616.74754916.89924817.02999917.01264416.95000516.90151416.91924717.11264217.22169916.991693

11S36.06584936.06565936.04849235.9656635.9815136.03245236.06716936.07773636.0728336.07339936.07245336.092453

12T7.0720025.4242655.2635775.889057.0313688.4948410.13436511.49963212.72942213.05983912.15389610.101315

12S33.11542133.12363133.08368332.95805432.83568632.79773732.7925832.80563432.87120832.92610532.98868633.049896

13T0.9621440.4459030.3692570.5877811.0011431.4772481.8428212.5120132.9765813.3340913.4358412.884093

13S31.44879231.4918831.74241631.68650831.53838931.5767831.55597531.43510131.30469731.22483331.2912131.361544

14T17.29711316.57799917.00555819.01133221.45133823.7617825.56400526.1755626.15111924.62755222.3613420.188665

14S35.81244335.83266435.69435.48888835.33977935.4682235.69733435.73799935.73977735.76733435.82888835.86911

15T7.6070356.1579626.3427758.01499910.69425913.74000316.42036617.93259218.54000117.4874114.68370311.11352

15S32.84500132.84463132.91481432.60129532.32370432.16685132.09666832.1607432.24610932.42055532.64888832.842777

16T2.367732.168041.9919141.9374972.2035262.5199492.567382.3003032.4518692.7139192.6101172.665675

16S33.29686733.34906433.43376233.44149433.41203333.41577133.39506933.35691533.3112633.27969733.28852833.317104

17T19.85499818.96318418.95318219.66454721.50136623.99681925.4518225.79136125.74000224.83454523.6368221.942722

17S35.92136435.87772835.05227334.30181934.4835.47818435.75045435.83818135.79454435.88863836.13272936.127728

18T7.0744396.5538786.4684446.6075446.7699657.0981027.346997.3509637.5920517.7449367.7277927.64736

18S33.97357233.88928633.87670933.93906833.99934834.00437934.02782834.10357334.15245434.15633834.15906934.122765

19T3.2739483.3655423.4024863.3300663.1525973.0778413.1437743.1902863.2750523.2381463.1741793.198717

19S34.4514234.55277634.58665834.55952534.53349334.52500234.53433234.52771434.50371934.46525234.42179534.398491

20T0.1862511.360.3050022.4524995.0287526.4012497.4437537.8175016.7837534.4712532.5712481.715002

20S29.79750129.15000229.052525.98374624.33875124.31875223.92625224.09375225.82374827.2287527.95000128.880001

21T12.13533410.53911110.09377811.27422313.07066514.57555415.88044616.89311417.85421918.01599716.87755615.03511

21S33.99888633.96355433.91799933.69133433.59422333.41888833.34333433.4171133.38177933.42977933.59733233.89711

22T4.690313.3226853.1317473.6328764.6511276.220257.504318.3445629.2158159.569069.0967487.825189

22S32.52681432.47656232.43075232.40668932.41281132.35956232.35850132.44037632.48732.52262532.59468832.605812

23T22.01425721.52196321.52951621.745622.03308122.39468222.48363722.75979222.88699322.97454623.01559322.813356

23S36.39741136.40118836.40657436.40258836.41538636.41412736.38943936.38119136.37867436.37210136.37139936.377274

24T1.9723321.6210841.52781.6469162.0866842.6705563.1250463.1638683.4644283.8784923.8136073.356199

24S32.45970532.47685232.56193532.57189932.54163732.56108132.53036132.54229432.47911532.37980332.51219632.547508

25T9.0972917.4075466.9549027.2998098.2180019.33128910.39012611.4316812.6341913.36755113.23851511.713157

25S33.78393633.68703133.62664833.56264533.46316133.45077533.48709933.53825833.68238833.71554933.69877233.759354

26T22.19505521.60610421.89642122.85463324.12926125.455926.32421326.67905626.79063826.15999625.00441623.577154

26S36.03894836.02347236.02716136.07894936.09863336.16547436.22736736.14526436.0482135.96474135.95610435.989265

27T0.9543980.712510.6539890.7359211.0724111.4012971.3375821.113121.285261.4714761.5517511.547993

27S32.81422432.91177432.99425533.01019333.00843433.03226133.04923233.04320533.00652732.94338232.8999432.864326

28T16.38076814.73230714.13769216.00230618.46922920.23922921.24384521.65846421.6630821.20692320.35000218.867693

28S34.65307634.75153734.72000134.86692435.0192335.0707735.15076835.17076934.83307634.60307734.58846334.80154

29T19.37478618.67070619.621.45704123.40070325.363126.88675927.50070627.18211425.53521323.75675622.046339

29S35.79140935.77957535.8149335.85915435.85070435.87760535.88211135.82802635.74014335.6446535.62337935.704929

30T2.3750322.4866222.4894222.4254542.1112112.0061892.0457042.0267522.0724182.1397412.0797332.181928

30S33.92129934.03478234.12095634.08599534.02434933.98149933.95402533.91924333.88407933.8674233.85974933.869587

WM NAMESTT

LCW33-1.7-1.7

LCW3200

SSW Hopkins/Garfield3100


LSW Smith 200133.444

LSW Smith 200134.577

LSW Ramp et al34.256.56.5

LSW Ramp et al34.999

LSW Briwn/Irish34.566


WASW Ramp35.199

WASW Ramp35.512.512.5

WASW Smith et al33.155


WASW Brown/Irish34.599


GeBW32.11.51.5

GeBW331717

GSL29.97.87.8

MaineSW12866

MaineSW132.52525

MaineSW2281.51.5

MaineSW231.7566

MaineSW3/MIW31.751.51.5

MaineSW3/MIW33.2566

MaineBW33.254.54.5

MaineBW34.51010

Centroids Btm 30

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Cluster Centroids Benthic 30 (OAK run 3)

Centroids 40 rejig

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Centroids Btm 40

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Benthic 30 Cluster Monthly Centroid Plots

Centroids Btm 10


1T7.4625017.46250131.0933346.3124976.31249730.84757.0833327.08333230.9591669.8341659.83416530.45749913.98499913.98499930.152518.28999718.28999730.28000321.312521.312530.43750222.39083322.39083330.64083521.97250421.97250430.88416519.61499819.61499831.0815.50666815.50666831.39916611.02916511.02916531.428333

S31.09333430.847530.95916630.45749930.152530.28000330.43750230.64083530.88416531.0831.39916631.428333

2T11.75131811.75131834.93754610.67736110.67736134.79377410.10188410.10188434.78339810.34264410.34264434.84358610.97622910.97622934.8056611.44490611.44490634.81283211.86924111.86924134.84660312.27697812.27697834.87320712.68000112.68000134.96037713.07169513.07169534.96622813.38961913.38961934.93037812.95641512.95641534.994717

S34.93754634.79377434.78339834.84358634.8056634.81283234.84660334.87320734.96037734.96622834.93037834.994717

3T5.818435.8184332.992474.6265174.62651732.9097184.3136494.31364932.8126984.5356714.53567132.8026965.0243275.02432732.908265.8077555.80775532.9257326.6097196.60971932.9638217.1119147.11191433.0697757.7197747.71977433.1264048.3060148.30601433.1868558.3400028.34000233.1916857.8471337.84713333.139099

S32.9924732.90971832.81269832.80269632.9082632.92573232.96382133.06977533.12640433.18685533.19168533.139099

4T20.47387520.47387536.06386919.65257819.65257836.05548519.61903619.61903635.60645320.26902820.26902835.09064521.79290221.79290235.23838823.83032623.83032635.7835524.93774824.93774835.95935425.15419225.15419235.98870825.23387525.23387535.92677324.74128924.74128935.97967923.75871123.75871136.11935422.20096622.20096636.150322

S36.06386936.05548535.60645335.09064535.23838835.7835535.95935435.98870835.92677335.97967936.11935436.150322

5T19.36253719.36253735.83618918.7215918.7215935.81396919.78920719.78920735.86920521.78253621.78253635.92095223.71444723.71444735.92682625.51794125.51794135.95142727.10570927.10570935.9087327.76428227.76428235.82698427.37983927.37983935.73730125.64682625.64682635.6439723.86666523.86666535.61063422.16159122.16159135.703968

S35.83618935.81396935.86920535.92095235.92682635.95142735.9087335.82698435.73730135.6439735.61063435.703968

6T19.24383919.24383936.32812519.06241219.06241236.31776819.23357619.23357636.31518219.38205519.38205536.30589319.51821719.51821736.31348419.58348519.58348536.32241119.54214319.54214336.3134819.54767419.54767436.30151719.58428419.58428436.29973219.73624619.73624636.28464119.80079819.80079836.28901719.58714519.58714536.321339

S36.32812536.31776836.31518236.30589336.31348436.32241136.3134836.30151736.29973236.28464136.28901736.321339

7T0.9319530.93195331.3627070.3965390.39653931.413910.353160.3531631.674210.5911280.59112831.6008261.0348891.03488931.4436841.5284191.52841931.4826321.8896261.88962631.4529342.6176692.61766931.3188723.1238373.12383731.1836833.5020283.50202831.1012783.5802233.58022331.163462.9736062.97360631.256166

S31.36270731.4139131.6742131.60082631.44368431.48263231.45293431.31887231.18368331.10127831.1634631.256166

8T2.7921122.79211232.8931312.3427182.34271832.9521522.2036212.20362133.0226442.3351312.33513133.0394332.7953542.79535433.040343.426383.4263833.0585673.7080783.70807832.9955483.4969063.49690632.9975853.696043.6960432.9510194.007094.0070932.832684.0086414.00864132.9151313.8840023.88400232.952908

S32.89313132.95215233.02264433.03943333.0403433.05856732.99554832.99758532.95101932.8326832.91513132.952908

9T7.9036037.90360332.5796016.5808026.58080232.56446.8836026.88360232.6815998.8003988.80039832.38240111.92840211.92840232.06639915.53200115.53200131.86320118.39279918.39279931.85080119.70360419.70360431.99480120.03560120.03560132.072818.65759718.65759732.21440115.35559615.35559632.45880111.46119811.46119832.6068

S32.57960132.564432.68159932.38240132.06639931.86320131.85080131.99480132.072832.21440132.45880132.6068

10T19.9282319.9282335.20000118.84058818.84058835.00941119.48823719.48823735.09352920.88882320.88882335.54176322.77176722.77176735.58235525.52470225.52470235.48764826.45411926.45411935.8835326.63705826.63705835.96882226.82000226.82000235.83941325.63764425.63764435.64176624.0223524.0223535.67293922.10293822.10293835.680588

S35.20000135.00941135.09352935.54176335.58235535.48764835.8835335.96882235.83941335.64176635.67293935.680588

11T2.3888792.38887933.9788972.5194542.51945434.1020892.5288232.52882334.1831932.4668712.46687134.1430052.116532.1165334.0813831.9782071.97820734.0346072.0143612.01436134.0052222.0121082.01210833.9734692.0573842.05738433.9403722.1099562.10995633.9159322.0632612.06326133.9063992.1677442.16774433.916603

S33.97889734.10208934.18319334.14300534.08138334.03460734.00522233.97346933.94037233.91593233.90639933.916603

12T21.61639421.61639436.31490721.05328821.05328836.31447221.0652221.0652236.30925821.38912821.38912836.29565421.79254921.79254936.31043622.21670722.21670736.32068322.34800522.34800536.30801422.63447622.63447636.2961522.86490622.86490636.2850323.0052223.0052236.27534122.97758122.97758136.27931622.62956222.62956236.294285

S36.31490736.31447236.30925836.29565436.31043636.32068336.30801436.2961536.2850336.27534136.27931636.294285

13T19.1733319.1733335.74000218.26499718.26499735.69749818.42166518.42166534.71083519.23583219.23583233.89521.25999821.25999834.03583524.12749924.12749935.22333125.79166425.79166435.58666626.23667326.23667335.71249826.07333426.07333435.68250324.82666224.82666235.79583423.43500323.43500336.11333121.58250221.58250236.055

S35.74000235.69749834.71083533.89534.03583535.22333135.58666635.71249835.68250335.79583436.11333136.055

14T8.8849238.88492333.7082337.174857.1748533.6199266.7480876.74808733.5609557.1108097.11080933.5036778.0234578.02345733.4064719.1588279.15882733.38838210.26404410.26404433.42301611.32492911.32492933.47463212.54654912.54654933.61492513.28073113.28073133.64764813.11323913.11323933.63124811.54646811.54646833.681984

S33.70823333.61992633.56095533.50367733.40647133.38838233.42301633.47463233.61492533.64764833.63124833.681984

15T10.06963110.06963133.3848158.5322248.53222433.3837058.3103738.31037333.4270369.6248129.62481233.13296511.83963211.83963232.90000214.09888514.09888532.68444416.19148116.19148132.60518617.62592317.62592332.6796318.79962718.79962732.70185118.42962818.42962832.8216.14333216.14333233.05444313.43036713.43036733.314445

S33.38481533.38370533.42703633.13296532.90000232.68444432.60518632.6796332.70185132.8233.05444333.314445

16T6.2284536.22845333.5181545.5582315.55823133.4557195.3586345.35863433.4328045.4792285.47922833.4562725.7134715.71347133.5321776.090746.0907433.5317346.4311066.43110633.5528416.5135096.51350933.6325846.8397026.83970233.6704447.1267517.12675133.6764567.1461617.14616133.6809967.0349787.03497833.64439

S33.51815433.45571933.43280433.45627233.53217733.53173433.55284133.63258433.67044433.67645633.68099633.64439

17T18.27500218.27500235.32333417.07666817.07666835.50500116.78666516.78666535.55518.65333218.65333235.59166721.08083321.08083335.47666523.16916823.16916835.52083224.60916324.60916335.64166625.20916725.20916735.69999725.10833225.10833235.56000123.75583123.75583135.21333321.9866721.9866735.10166520.47916420.47916435.305836

S35.32333435.50500135.55535.59166735.47666535.52083235.64166635.69999735.56000135.21333335.10166535.305836

18T7.3834077.38340734.0929646.8534976.853497346.8041566.80415633.9957966.9764636.97646334.0765917.1502197.15021934.1319017.4893387.48933834.1296887.7174367.71743634.1435857.7225667.72256634.2179187.9598687.95986834.2758418.0732268.07322634.2821698.0499558.04995534.2852677.9606627.96066234.249603

S34.0929643433.99579634.07659134.13190134.12968834.14358534.21791834.27584134.28216934.28526734.249603

19T20.17767520.17767536.14375719.5407219.5407236.1431219.89055819.89055836.11496421.15088521.15088536.07624122.49903922.49903936.06928323.60024123.60024136.1093624.58767724.58767736.11008125.23368625.23368636.0902425.52144425.52144436.05760224.99312224.99312235.99919923.8653623.8653635.9801622.45015722.45015736.047279

S36.14375736.1431236.11496436.07624136.06928336.1093636.11008136.0902436.05760235.99919935.9801636.047279

20T10.82500310.82500334.3647129.3271419.32714134.2168588.7562858.75628534.1634298.9831438.98314334.107439.8205719.82057134.02542910.68014210.68014234.05900211.36014711.36014734.11428512.0944312.0944334.14885712.87828412.87828434.28457313.47614413.47614434.29942713.72771313.72771334.26956912.85143212.85143234.374001

S34.36471234.21685834.16342934.1074334.02542934.05900234.11428534.14885734.28457334.29942734.26956934.374001

21T22.93881222.93881236.12789922.46468722.46468736.12419522.75405322.75405336.14000323.60734423.60734436.18664624.7092424.7092436.22755425.83105525.83105536.28839126.6618926.6618936.31678427.1915427.1915436.22419727.27251627.27251636.1328726.58327926.58327936.05923525.46671325.46671336.04517424.18867324.18867336.060562

S36.12789936.12419536.14000336.18664636.22755436.28839136.31678436.22419736.1328736.05923536.04517436.060562

22T0.7901760.79017632.8109280.5966950.59669532.9048040.5534030.55340332.9892350.6181090.61810933.009510.9271340.92713433.0117611.2301291.23012933.0367581.1559121.15591233.0574760.9372560.93725633.051271.1095131.10951333.011891.2593141.25931432.9522971.3117451.31174532.9077191.290411.2904132.867214

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23T12.23774112.23774134.09838510.67355110.67355134.05161310.19612910.19612933.98903311.26903211.26903233.76000212.9290312.9290333.66806414.2845214.2845233.48774315.44967715.44967733.39355116.40322516.40322533.4725817.35806517.35806533.45322417.64645417.64645433.4996816.72516316.72516333.66419215.02258215.02258233.977097

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24T3.3145943.31459434.4625473.4029573.40295734.5614513.4420843.44208434.5947113.3715613.37156134.5692633.2000253.20002534.5433393.1305793.13057934.5359763.199083.1990834.5464523.2459253.24592534.5404213.3327223.33272234.5171893.3011483.30114834.4794463.23553.235534.4353943.2533663.25336634.411255

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25T5.8751885.87518832.7779624.2242584.22425832.7796294.3759284.37592832.7612955.6683345.66833432.4514817.721857.7218532.2107399.9566659.95666532.1431512.3525912.3525932.07870514.08222614.08222632.0896314.89055314.89055332.21592714.3629614.3629632.40666612.453712.453732.5805559.3281449.32814432.724628

S32.77796232.77962932.76129532.45148132.21073932.1431532.07870532.0896332.21592732.40666632.58055532.724628

26T16.67437416.67437435.89624816.05750116.05750135.89516.57406616.57406635.7521918.82968718.82968735.5112521.45531121.45531135.34906423.6896923.6896935.47656225.62937525.62937535.69343926.29531326.29531335.73031226.29312926.29312935.76781524.71812624.71812635.84093922.19687722.19687735.91562319.8490619.8490635.946564

S35.89624835.89535.7521935.5112535.34906435.47656235.69343935.73031235.76781535.84093935.91562335.946564

27T18.12666718.12666734.07333416.85666816.85666833.66166717.91500317.91500333.84500120.47000320.47000334.99833322.93333422.93333435.5925.43333825.43333835.42666626.65667226.65667235.77333526.95167226.95167235.75666427.02666727.02666735.54000125.30833625.30833634.99333623.43166523.43166535.11499821.24166921.24166935.121666

S34.07333433.66166733.84500134.99833335.5935.42666635.77333535.75666435.54000134.99333635.11499835.121666

28T1.4186351.41863532.3486371.1286831.12868332.3648190.9956340.99563432.4604991.1155911.11559132.4459991.5585891.55858932.3756372.0375432.03754332.3931352.4153592.41535932.3854562.5367732.53677332.3897292.8337232.83372332.3343623.2818143.28181432.2546353.2793213.27932132.3684082.821822.8218232.405773

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29T7.1492757.14927533.1352125.5089665.50896633.1407895.3265485.32654833.0964855.9069095.90690932.9823046.9808526.98085232.8757598.4115778.41157732.8412749.9997589.99975832.83939411.332311.332332.85181812.57248612.57248632.91315112.93508612.93508632.95824412.10327512.10327533.01303110.13581710.13581733.07103

S33.13521233.14078933.09648532.98230432.87575932.84127432.83939432.85181832.91315132.95824433.01303133.07103

30T4.1319044.13190432.4133342.9313512.93135132.4121442.7610332.76103332.429843.1865063.18650632.4920624.0206324.02063232.5484125.2495995.24959932.4703986.2808756.28087532.4415096.8795246.87952432.5015877.8543657.85436532.4621438.4359528.43595232.3918278.0439678.04396732.4692086.8984956.89849532.479366

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31T15.16500315.16500334.22399913.35599713.35599734.27812.8312.8334.25600114.89000414.89000434.31317.51400417.51400434.46200219.36499819.36499834.50500120.53399820.53399834.63299920.99399620.99399634.6821.10421.10434.29220.76199720.76199734.12599919.81099719.81099734.15399917.99399917.99399934.336998

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32T3.7905553.79055532.1322212.4199992.41999931.9672222.3572232.35722331.8961113.0561123.05611231.7350014.9972214.99722131.4905578.8816638.88166331.49333410.87778210.87778231.58333412.03889112.03889131.7038912.29500412.29500432.06833311.48888811.48888832.33222210.62722310.62722332.3888898.8488878.84888732.371666

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33T16.56666416.56666435.12666715.19166315.19166335.17499914.71166914.71166935.07333415.92333315.92333335.21833417.31666817.31666835.38166818.18166718.18166735.43999918.4933318.4933335.44333318.78500618.78500635.38333118.9816718.9816735.16333419.20166619.20166635.08000219.18666519.18666535.10333318.46166818.46166835.298332

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34T0.9796760.97967630.1854840.6219340.62193430.1877440.5403240.54032430.5077421.1980661.19806630.3516122.5635462.56354630.0599993.8806423.88064230.0590345.5606475.56064729.8954857.3296777.32967729.5316148.063558.0635529.5803228.014528.0145229.6180656.1961286.19612829.8038713.8512893.85128930.158066

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35T23.43297423.43297436.4966223.05229623.05229636.52270123.14972323.14972336.55472923.38256323.38256336.53486623.71932423.71932436.54216424.11662924.11662936.53648824.64729724.64729736.49067725.03337925.03337936.48445925.05135225.05135236.47581125.02094525.02094536.45324324.74959924.74959936.45229724.19148424.19148436.465134

S36.4966236.52270136.55472936.53486636.54216436.53648836.49067736.48445936.47581136.45324336.45229736.465134

36T16.725116.725136.09098116.68333616.68333636.08960716.81137116.81137136.075116.93254916.93254935.98255217.02588317.02588335.99509816.98137516.98137536.04529616.90882916.90882936.08176416.84764916.84764936.09450916.85804216.85804236.0941217.05803917.05803936.09725617.17490417.17490436.0964716.95372616.95372636.111767

S36.09098136.08960736.075135.98255235.99509836.04529636.08176436.09450936.0941236.09725636.0964736.111767

37T2.2871482.28714833.3972552.1605732.16057333.441092.0167882.01678833.5290181.9143261.91432633.5363732.0983712.09837133.5030292.3244052.32440533.505392.3475682.34756833.4995612.1079052.10790533.4567342.229872.2298733.4061932.4510062.45100633.4048462.3197622.31976233.4065782.4129532.41295333.419975

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38T14.31249914.31249934.07125113.50124613.50124634.41875116.07625416.07625434.25500118.6187518.6187534.20249921.25874921.25874933.90750125.35875125.35875133.93624927.2362527.2362535.31874827.72000327.72000335.597527.02500327.02500335.28250123.9787523.9787535.27999920.69499620.69499635.57500117.49250217.49250234.518749

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39T0.1862510.18625129.7975011.361.3629.1500020.3050020.30500229.05252.4524992.45249925.9837465.0287525.02875224.3387516.4012496.40124924.3187527.4437537.44375323.9262527.8175017.81750124.0937526.7837536.78375325.8237484.4712534.47125327.228752.5712482.57124827.9500011.7150021.71500228.880001

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40T16.7183316.7183334.85444315.94610915.94610934.96055617.40944317.40944334.80222319.15444219.15444234.75888821.47389221.47389234.55833425.15111225.15111234.69944426.87389426.87389435.50277727.27777727.27777735.65666626.94611226.94611235.47500224.59499724.59499735.49611322.01444422.01444435.74777619.34721919.34721935.374447

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1T7.4625016.3124977.0833329.83416513.98499918.28999721.312522.39083321.97250419.61499815.50666811.029165

S31.09333430.847530.95916630.45749930.152530.28000330.43750230.64083530.88416531.0831.39916631.428333

2T11.75131810.67736110.10188410.34264410.97622911.44490611.86924112.27697812.68000113.07169513.38961912.956415

S34.93754634.79377434.78339834.84358634.8056634.81283234.84660334.87320734.96037734.96622834.93037834.994717

3T5.818434.6265174.3136494.5356715.0243275.8077556.6097197.1119147.7197748.3060148.3400027.847133

S32.9924732.90971832.81269832.80269632.9082632.92573232.96382133.06977533.12640433.18685533.19168533.139099

4T20.47387519.65257819.61903620.26902821.79290223.83032624.93774825.15419225.23387524.74128923.75871122.200966

S36.06386936.05548535.60645335.09064535.23838835.7835535.95935435.98870835.92677335.97967936.11935436.150322

5T19.36253718.7215919.78920721.78253623.71444725.51794127.10570927.76428227.37983925.64682623.86666522.161591

S35.83618935.81396935.86920535.92095235.92682635.95142735.9087335.82698435.73730135.6439735.61063435.703968

6T19.24383919.06241219.23357619.38205519.51821719.58348519.54214319.54767419.58428419.73624619.80079819.587145

S36.32812536.31776836.31518236.30589336.31348436.32241136.3134836.30151736.29973236.28464136.28901736.321339

7T0.9319530.3965390.353160.5911281.0348891.5284191.8896262.6176693.1238373.5020283.5802232.973606

S31.36270731.4139131.6742131.60082631.44368431.48263231.45293431.31887231.18368331.10127831.1634631.256166

8T2.7921122.3427182.2036212.3351312.7953543.426383.7080783.4969063.696044.007094.0086413.884002

S32.89313132.95215233.02264433.03943333.0403433.05856732.99554832.99758532.95101932.8326832.91513132.952908

9T7.9036036.5808026.8836028.80039811.92840215.53200118.39279919.70360420.03560118.65759715.35559611.461198

S32.57960132.564432.68159932.38240132.06639931.86320131.85080131.99480132.072832.21440132.45880132.6068

10T19.9282318.84058819.48823720.88882322.77176725.52470226.45411926.63705826.82000225.63764424.0223522.102938

S35.20000135.00941135.09352935.54176335.58235535.48764835.8835335.96882235.83941335.64176635.67293935.680588

11T2.3888792.5194542.5288232.4668712.116531.9782072.0143612.0121082.0573842.1099562.0632612.167744

S33.97889734.10208934.18319334.14300534.08138334.03460734.00522233.97346933.94037233.91593233.90639933.916603

12T21.61639421.05328821.0652221.38912821.79254922.21670722.34800522.63447622.86490623.0052222.97758122.629562

S36.31490736.31447236.30925836.29565436.31043636.32068336.30801436.2961536.2850336.27534136.27931636.294285

13T19.1733318.26499718.42166519.23583221.25999824.12749925.79166426.23667326.07333424.82666223.43500321.582502

S35.74000235.69749834.71083533.89534.03583535.22333135.58666635.71249835.68250335.79583436.11333136.055

14T8.8849237.174856.7480877.1108098.0234579.15882710.26404411.32492912.54654913.28073113.11323911.546468

S33.70823333.61992633.56095533.50367733.40647133.38838233.42301633.47463233.61492533.64764833.63124833.681984

15T10.0696318.5322248.3103739.62481211.83963214.09888516.19148117.62592318.79962718.42962816.14333213.430367

S33.38481533.38370533.42703633.13296532.90000232.68444432.60518632.6796332.70185132.8233.05444333.314445

16T6.2284535.5582315.3586345.4792285.7134716.090746.4311066.5135096.8397027.1267517.1461617.034978

S33.51815433.45571933.43280433.45627233.53217733.53173433.55284133.63258433.67044433.67645633.68099633.64439

17T18.27500217.07666816.78666518.65333221.08083323.16916824.60916325.20916725.10833223.75583121.9866720.479164

S35.32333435.50500135.55535.59166735.47666535.52083235.64166635.69999735.56000135.21333335.10166535.305836

18T7.3834076.8534976.8041566.9764637.1502197.4893387.7174367.7225667.9598688.0732268.0499557.960662

S34.0929643433.99579634.07659134.13190134.12968834.14358534.21791834.27584134.28216934.28526734.249603

19T20.17767519.5407219.89055821.15088522.49903923.60024124.58767725.23368625.52144424.99312223.8653622.450157

S36.14375736.1431236.11496436.07624136.06928336.1093636.11008136.0902436.05760235.99919935.9801636.047279

20T10.8250039.3271418.7562858.9831439.82057110.68014211.36014712.0944312.87828413.47614413.72771312.851432

S34.36471234.21685834.16342934.1074334.02542934.05900234.11428534.14885734.28457334.29942734.26956934.374001

21T22.93881222.46468722.75405323.60734424.7092425.83105526.6618927.1915427.27251626.58327925.46671324.188673

S36.12789936.12419536.14000336.18664636.22755436.28839136.31678436.22419736.1328736.05923536.04517436.060562

22T0.7901760.5966950.5534030.6181090.9271341.2301291.1559120.9372561.1095131.2593141.3117451.29041

S32.81092832.90480432.98923533.0095133.01176133.03675833.05747633.0512733.0118932.95229732.90771932.867214

23T12.23774110.67355110.19612911.26903212.9290314.2845215.44967716.40322517.35806517.64645416.72516315.022582

S34.09838534.05161333.98903333.76000233.66806433.48774333.39355133.4725833.45322433.4996833.66419233.977097

24T3.3145943.4029573.4420843.3715613.2000253.1305793.199083.2459253.3327223.3011483.23553.253366

S34.46254734.56145134.59471134.56926334.54333934.53597634.54645234.54042134.51718934.47944634.43539434.411255

25T5.8751884.2242584.3759285.6683347.721859.95666512.3525914.08222614.89055314.3629612.45379.328144

S32.77796232.77962932.76129532.45148132.21073932.1431532.07870532.0896332.21592732.40666632.58055532.724628

26T16.67437416.05750116.57406618.82968721.45531123.6896925.62937526.29531326.29312924.71812622.19687719.84906

S35.89624835.89535.7521935.5112535.34906435.47656235.69343935.73031235.76781535.84093935.91562335.946564

27T18.12666716.85666817.91500320.47000322.93333425.43333826.65667226.95167227.02666725.30833623.43166521.241669

S34.07333433.66166733.84500134.99833335.5935.42666635.77333535.75666435.54000134.99333635.11499835.121666

28T1.4186351.1286830.9956341.1155911.5585892.0375432.4153592.5367732.8337233.2818143.2793212.82182

S32.34863732.36481932.46049932.44599932.37563732.39313532.38545632.38972932.33436232.25463532.36840832.405773

29T7.1492755.5089665.3265485.9069096.9808528.4115779.99975811.332312.57248612.93508612.10327510.135817

S33.13521233.14078933.09648532.98230432.87575932.84127432.83939432.85181832.91315132.95824433.01303133.07103

30T4.1319042.9313512.7610333.1865064.0206325.2495996.2808756.8795247.8543658.4359528.0439676.898495

S32.41333432.41214432.4298432.49206232.54841232.47039832.44150932.50158732.46214332.39182732.46920832.479366

31T15.16500313.35599712.8314.89000417.51400419.36499820.53399820.99399621.10420.76199719.81099717.993999

S34.22399934.27834.25600134.31334.46200234.50500134.63299934.6834.29234.12599934.15399934.336998

32T3.7905552.4199992.3572233.0561124.9972218.88166310.87778212.03889112.29500411.48888810.6272238.848887

S32.13222131.96722231.89611131.73500131.49055731.49333431.58333431.7038932.06833332.33222232.38888932.371666

33T16.56666415.19166314.71166915.92333317.31666818.18166718.4933318.78500618.9816719.20166619.18666518.461668

S35.12666735.17499935.07333435.21833435.38166835.43999935.44333335.38333135.16333435.08000235.10333335.298332

34T0.9796760.6219340.5403241.1980662.5635463.8806425.5606477.3296778.063558.014526.1961283.851289

S30.18548430.18774430.50774230.35161230.05999930.05903429.89548529.53161429.58032229.61806529.80387130.158066

35T23.43297423.05229623.14972323.38256323.71932424.11662924.64729725.03337925.05135225.02094524.74959924.191484

S36.4966236.52270136.55472936.53486636.54216436.53648836.49067736.48445936.47581136.45324336.45229736.465134

36T16.725116.68333616.81137116.93254917.02588316.98137516.90882916.84764916.85804217.05803917.17490416.953726

S36.09098136.08960736.075135.98255235.99509836.04529636.08176436.09450936.0941236.09725636.0964736.111767

37T2.2871482.1605732.0167881.9143262.0983712.3244052.3475682.1079052.229872.4510062.3197622.412953

S33.39725533.4410933.52901833.53637333.50302933.5053933.49956133.45673433.40619333.40484633.40657833.419975

38T14.31249913.50124616.07625418.6187521.25874925.35875127.2362527.72000327.02500323.9787520.69499617.492502

S34.07125134.41875134.25500134.20249933.90750133.93624935.31874835.597535.28250135.27999935.57500134.518749

39T0.1862511.360.3050022.4524995.0287526.4012497.4437537.8175016.7837534.4712532.5712481.715002

S29.79750129.15000229.052525.98374624.33875124.31875223.92625224.09375225.82374827.2287527.95000128.880001

40T16.7183315.94610917.40944319.15444221.47389225.15111226.87389427.27777726.94611224.59499722.01444419.347219

S34.85444334.96055634.80222334.75888834.55833434.69944435.50277735.65666635.47500235.49611335.74777635.374447

WM NAMEST

LCW33-1.7

LCW320



LSW Smith 200133.44

LSW Smith 200134.57

LSW Ramp et al34.256.5

LSW Ramp et al34.99



WASW Ramp35.19

WASW Ramp35.512.5





GeBW32.11.5

GeBW3317

GSL29.97.8

MaineSW1286

MaineSW132.525

MaineSW2281.5

MaineSW231.756

MaineSW3/MIW31.751.5

MaineSW3/MIW33.256

MaineBW33.254.5

MaineBW34.510

Centroids Btm 10

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29 S

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WM NAME

S

T

Benthic 40 Clusters (Oakr Run 3)

Surf 40 rejig


17.46250131.0933346.31249730.84757.08333230.9591669.83416530.45749913.98499930.152518.28999730.28000321.312530.43750222.39083330.64083521.97250430.88416519.61499831.0815.50666831.39916611.02916531.428333

211.75131834.93754610.67736134.79377410.10188434.78339810.34264434.84358610.97622934.8056611.44490634.81283211.86924134.84660312.27697834.87320712.68000134.96037713.07169534.96622813.38961934.93037812.95641534.994717

35.8184332.992474.62651732.9097184.31364932.8126984.53567132.8026965.02432732.908265.80775532.9257326.60971932.9638217.11191433.0697757.71977433.1264048.30601433.1868558.34000233.1916857.84713333.139099

420.47387536.06386919.65257836.05548519.61903635.60645320.26902835.09064521.79290235.23838823.83032635.7835524.93774835.95935425.15419235.98870825.23387535.92677324.74128935.97967923.75871136.11935422.20096636.150322

519.36253735.83618918.7215935.81396919.78920735.86920521.78253635.92095223.71444735.92682625.51794135.95142727.10570935.9087327.76428235.82698427.37983935.73730125.64682635.6439723.86666535.61063422.16159135.703968

619.24383936.32812519.06241236.31776819.23357636.31518219.38205536.30589319.51821736.31348419.58348536.32241119.54214336.3134819.54767436.30151719.58428436.29973219.73624636.28464119.80079836.28901719.58714536.321339

70.93195331.3627070.39653931.413910.3531631.674210.59112831.6008261.03488931.4436841.52841931.4826321.88962631.4529342.61766931.3188723.12383731.1836833.50202831.1012783.58022331.163462.97360631.256166

82.79211232.8931312.34271832.9521522.20362133.0226442.33513133.0394332.79535433.040343.4263833.0585673.70807832.9955483.49690632.9975853.6960432.9510194.0070932.832684.00864132.9151313.88400232.952908

97.90360332.5796016.58080232.56446.88360232.6815998.80039832.38240111.92840232.06639915.53200131.86320118.39279931.85080119.70360431.99480120.03560132.072818.65759732.21440115.35559632.45880111.46119832.6068

1019.9282335.20000118.84058835.00941119.48823735.09352920.88882335.54176322.77176735.58235525.52470235.48764826.45411935.8835326.63705835.96882226.82000235.83941325.63764435.64176624.0223535.67293922.10293835.680588

112.38887933.9788972.51945434.1020892.52882334.1831932.46687134.1430052.1165334.0813831.97820734.0346072.01436134.0052222.01210833.9734692.05738433.9403722.10995633.9159322.06326133.9063992.16774433.916603

1221.61639436.31490721.05328836.31447221.0652236.30925821.38912836.29565421.79254936.31043622.21670736.32068322.34800536.30801422.63447636.2961522.86490636.2850323.0052236.27534122.97758136.27931622.62956236.294285

1319.1733335.74000218.26499735.69749818.42166534.71083519.23583233.89521.25999834.03583524.12749935.22333125.79166435.58666626.23667335.71249826.07333435.68250324.82666235.79583423.43500336.11333121.58250236.055

148.88492333.7082337.1748533.6199266.74808733.5609557.11080933.5036778.02345733.4064719.15882733.38838210.26404433.42301611.32492933.47463212.54654933.61492513.28073133.64764813.11323933.63124811.54646833.681984

1510.06963133.3848158.53222433.3837058.31037333.4270369.62481233.13296511.83963232.90000214.09888532.68444416.19148132.60518617.62592332.6796318.79962732.70185118.42962832.8216.14333233.05444313.43036733.314445

166.22845333.5181545.55823133.4557195.35863433.4328045.47922833.4562725.71347133.5321776.0907433.5317346.43110633.5528416.51350933.6325846.83970233.6704447.12675133.6764567.14616133.6809967.03497833.64439

1718.27500235.32333417.07666835.50500116.78666535.55518.65333235.59166721.08083335.47666523.16916835.52083224.60916335.64166625.20916735.69999725.10833235.56000123.75583135.21333321.9866735.10166520.47916435.305836

187.38340734.0929646.853497346.80415633.9957966.97646334.0765917.15021934.1319017.48933834.1296887.71743634.1435857.72256634.2179187.95986834.2758418.07322634.2821698.04995534.2852677.96066234.249603

1920.17767536.14375719.5407236.1431219.89055836.11496421.15088536.07624122.49903936.06928323.60024136.1093624.58767736.11008125.23368636.0902425.52144436.05760224.99312235.99919923.8653635.9801622.45015736.047279

2010.82500334.3647129.32714134.2168588.75628534.1634298.98314334.107439.82057134.02542910.68014234.05900211.36014734.11428512.0944334.14885712.87828434.28457313.47614434.29942713.72771334.26956912.85143234.374001

2122.93881236.12789922.46468736.12419522.75405336.14000323.60734436.18664624.7092436.22755425.83105536.28839126.6618936.31678427.1915436.22419727.27251636.1328726.58327936.05923525.46671336.04517424.18867336.060562

220.79017632.8109280.59669532.9048040.55340332.9892350.61810933.009510.92713433.0117611.23012933.0367581.15591233.0574760.93725633.051271.10951333.011891.25931432.9522971.31174532.9077191.2904132.867214

2312.23774134.09838510.67355134.05161310.19612933.98903311.26903233.76000212.9290333.66806414.2845233.48774315.44967733.39355116.40322533.4725817.35806533.45322417.64645433.4996816.72516333.66419215.02258233.977097

243.31459434.4625473.40295734.5614513.44208434.5947113.37156134.5692633.20002534.5433393.13057934.5359763.1990834.5464523.24592534.5404213.33272234.5171893.30114834.4794463.235534.4353943.25336634.411255

255.87518832.7779624.22425832.7796294.37592832.7612955.66833432.4514817.7218532.2107399.95666532.1431512.3525932.07870514.08222632.0896314.89055332.21592714.3629632.40666612.453732.5805559.32814432.724628

2616.67437435.89624816.05750135.89516.57406635.7521918.82968735.5112521.45531135.34906423.6896935.47656225.62937535.69343926.29531335.73031226.29312935.76781524.71812635.84093922.19687735.91562319.8490635.946564

2718.12666734.07333416.85666833.66166717.91500333.84500120.47000334.99833322.93333435.5925.43333835.42666626.65667235.77333526.95167235.75666427.02666735.54000125.30833634.99333623.43166535.11499821.24166935.121666

281.41863532.3486371.12868332.3648190.99563432.4604991.11559132.4459991.55858932.3756372.03754332.3931352.41535932.3854562.53677332.3897292.83372332.3343623.28181432.2546353.27932132.3684082.8218232.405773

297.14927533.1352125.50896633.1407895.32654833.0964855.90690932.9823046.98085232.8757598.41157732.8412749.99975832.83939411.332332.85181812.57248632.91315112.93508632.95824412.10327533.01303110.13581733.07103

304.13190432.4133342.93135132.4121442.76103332.429843.18650632.4920624.02063232.5484125.24959932.4703986.28087532.4415096.87952432.5015877.85436532.4621438.43595232.3918278.04396732.4692086.89849532.479366

3115.16500334.22399913.35599734.27812.8334.25600114.89000434.31317.51400434.46200219.36499834.50500120.53399834.63299920.99399634.6821.10434.29220.76199734.12599919.81099734.15399917.99399934.336998

323.79055532.1322212.41999931.9672222.35722331.8961113.05611231.7350014.99722131.4905578.88166331.49333410.87778231.58333412.03889131.7038912.29500432.06833311.48888832.33222210.62722332.3888898.84888732.371666

3316.56666435.12666715.19166335.17499914.71166935.07333415.92333335.21833417.31666835.38166818.18166735.43999918.4933335.44333318.78500635.38333118.9816735.16333419.20166635.08000219.18666535.10333318.46166835.298332

340.97967630.1854840.62193430.1877440.54032430.5077421.19806630.3516122.56354630.0599993.88064230.0590345.56064729.8954857.32967729.5316148.0635529.5803228.0145229.6180656.19612829.8038713.85128930.158066

3523.43297436.4966223.05229636.52270123.14972336.55472923.38256336.53486623.71932436.54216424.11662936.53648824.64729736.49067725.03337936.48445925.05135236.47581125.02094536.45324324.74959936.45229724.19148436.465134

3616.725136.09098116.68333636.08960716.81137136.075116.93254935.98255217.02588335.99509816.98137536.04529616.90882936.08176416.84764936.09450916.85804236.0941217.05803936.09725617.17490436.0964716.95372636.111767

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390.18625129.7975011.3629.1500020.30500229.05252.45249925.9837465.02875224.3387516.40124924.3187527.44375323.9262527.81750124.0937526.78375325.8237484.47125327.228752.57124827.9500011.71500228.880001

4016.7183334.85444315.94610934.96055617.40944334.80222319.15444234.75888821.47389234.55833425.15111234.69944426.87389435.50277727.27777735.65666626.94611235.47500224.59499735.49611322.01444435.74777619.34721935.374447

Centroids surf 40


120.55431436.17121519.92580636.16834320.18359236.12049921.21386536.05127322.35800936.0639823.30237636.12916924.08883336.13685224.60049636.12027724.92923436.08370224.65668336.03690723.76254336.04143522.5103836.102985

21.17429431.6214120.67257731.6575260.55676631.8826270.77726831.8391421.22500231.703031.78550131.7247982.24762731.6969722.86853431.6089923.394931.5002523.73803131.4077263.7219731.5019683.07828531.575758

323.33795736.44849422.87279536.47150422.92773836.49645223.204336.47785223.58752836.48591624.02613336.48634324.47774136.44569824.92613836.43429925.00516536.42634624.96741536.40752824.73258836.40344224.21150436.414623

41.41746732.7904781.14183932.8651731.05909832.9413761.14104432.9536361.50786532.9435731.90829732.9660071.98450232.9621241.81004232.9563832.00246632.9115642.25879332.8387372.29438232.8481482.18851832.841629

515.90939334.27060714.67848634.30878815.75666834.2809117.98303234.53545420.48393834.56969823.42818134.56757724.86697435.24878725.28666335.37333325.08090635.0739423.30000134.91060621.22303235.06939318.84181834.763332

622.92139636.1208822.44912136.11654322.75029236.13301523.62713436.18235424.75442136.2245625.90647136.28823526.77007336.31853127.30441136.2218427.37014436.12772426.64234736.05338325.49301136.03595424.18691436.050663

75.81426732.9277734.5249532.8905534.2970332.8371544.65895732.8217395.37984832.8620386.43991532.8373687.50023732.842598.23348332.9118699.0546732.9459659.52112832.9689799.21766733.0030568.2162432.990894

817.89272736.20479217.78330636.19925717.93586336.19016618.07190336.1471918.19487636.15545318.21710836.17884118.15867836.19049518.11099436.18991918.13107936.18785118.31619836.18132418.40305536.18404818.17611536.210331

96.5979832.623365.10311232.5805055.26815232.6084026.73134432.3126879.18814832.04462112.12487231.94605114.57369331.93025416.06176432.00151416.68790132.14268915.8473932.32957813.54512632.52058810.3170632.650841

1017.34187535.52562316.51359435.56749716.99640335.47000118.91719135.38812621.31093635.27281223.81359535.36703125.4664135.65921826.00062635.71546925.9359435.65531224.37859535.62187622.23844335.68718720.09046735.696407

1121.04798336.36979320.62472536.36597120.66555636.36472320.85965536.35111221.09993236.36597121.37096836.37625121.40708536.35937521.60319736.35007121.70826936.35291721.82082736.34923621.92806236.34611121.77624336.357986

129.43552933.7539187.77326933.681987.35986233.6306467.89207333.5166829.01428133.40239710.26161633.35009411.43760933.35576212.53313333.40497613.75363933.51170314.35695933.55193713.90258133.58787912.18635433.7047

136.38191333.7186365.82327933.650865.66875533.6471795.77933333.6798325.97055333.7420356.30868333.746466.59241833.7718436.59801233.83726.87844633.8769617.11887633.8839237.11153433.8825117.02990633.851051

140.18625129.7975011.3629.1500020.30500229.05252.45249925.9837465.02875224.3387516.40124924.3187527.44375323.9262527.81750124.0937526.78375325.8237484.47125327.228752.57124827.9500011.71500228.880001

159.9314134.5087438.94565234.3780638.62481734.3749738.86675434.4296889.35989634.4077499.87722634.40759310.2504734.42570910.5616834.47293110.98843134.57052211.26622734.58665111.42120134.57685911.0490634.608849

1619.64666435.86499818.76583335.82458118.85791435.01666619.59166934.28708321.4483334.44524.04332935.42833325.52374835.71749925.88375135.80916625.81208235.76625124.84082835.86333523.58874936.12541621.83291436.099583

172.18101533.6521192.18949533.7389032.12359233.8275382.03951433.814881.93513533.7605171.98260433.7351992.00770633.716031.89325233.6808781.9521833.634462.09203533.6197322.00193333.6183362.11274533.630283

1819.66332835.79666518.94083635.76202419.79702435.79226321.57833335.86952223.47880635.87726225.41417135.90809626.86071635.93202227.41702335.87880727.16500135.78631225.63975935.67964223.91487535.66166722.20083635.740952

193.17094834.3986553.27872934.5035173.31751134.5425223.24460534.5130463.03599834.4856412.94093434.4713863.00562634.4738663.04399234.4637913.129934.4390453.10595534.4019013.04175734.3626373.07179634.343697

201.53195430.3041461.09463230.2970731.13072930.5846352.0019530.3568293.57975530.0546345.11097930.09616.80682729.988058.41536729.7195139.04560629.7721968.81170629.7997576.93439429.9997564.47829230.330488

btm 20


1T22.26647221.71806121.69532822.26800523.73418625.65038527.3316528.14116727.87882426.66361225.13869523.643061

S36.57657636.59208736.55192636.46068636.34799236.34674836.36386936.39722436.38069236.36967536.40819536.49707

2T19.69146318.87499418.69254719.18606220.59059522.83873625.22653626.42231226.08024824.59466622.83413321.299555

S36.45830936.45666536.45827936.42797136.39479136.34310936.31333236.26464536.24344336.30066336.37876136.437717

3T12.36056710.96437410.71000212.47537815.93074919.96393423.37768424.55494123.29056220.80237617.52137614.951249

S33.55324933.67681533.70650133.27831332.72062332.16618732.07162532.32549732.5291932.89450133.32856433.586437

4T24.42175924.07396724.31944525.10945726.32039827.52343928.42082828.89890328.66282527.66174526.55329525.515062

S36.23871636.22135536.21577136.2140536.23783536.26143636.23129736.11121436.07130836.06690236.12280336.188046

5T13.3903712.65925715.78518418.77444821.53777525.47036927.40555627.88296327.22000123.99221820.46444716.964817

S33.84592433.77111133.69851733.94851733.59518433.10148235.11037135.45222135.12259335.14110935.45185133.847408

6T4.0819733.3748273.1135983.3985184.6365226.7982599.87671212.38120612.6283710.1045227.7808275.859015

S33.75328833.83618533.73551633.65649833.54701633.40320233.1172632.81404132.86380833.09957533.27050833.470512

7T17.33519616.38070916.04015416.87684619.24271421.82630923.81642525.12240824.7064923.08161921.11910219.15449

S35.83082635.7001535.6726835.68431535.64318835.38131735.28753735.33092535.46590435.619935.68468935.821976

8T1.3313280.5009360.5380221.8028254.0467047.39453411.79196514.27728813.7004210.2252977.3009664.891129

S31.82355331.93648131.95165431.8691131.63964131.38432731.09567330.9620730.94323231.07138131.34834531.598949

9T18.8877218.05435917.7506518.14475819.4530221.58870324.0529825.46017825.10797323.66292622.02031720.45244

S35.56634535.48519935.71313135.33204335.76354636.16751536.2239336.21627836.22386236.24802836.26525536.229668

10T15.77655514.56445614.02879414.52394616.75688219.63513222.03152323.6515523.2642421.68051319.59996417.605165

S34.9111434.89978434.95054634.79547934.89503134.71125434.63095934.71580934.90874535.07633635.11698235.331203

11T21.42855520.92313621.15209822.39094424.0442325.57808927.07156827.73793427.33767725.97551524.31341922.892166

S36.11075236.14081636.08119235.91206735.83464135.84852635.68354435.71125435.86573835.8581535.81805835.923794

12T15.08386214.48113415.57227217.97772420.95522724.19954526.77954327.19818126.61317824.32727221.0193218.130001

S35.26613635.28522535.06477434.64386434.30568334.54068435.23022835.28204735.312535.42386235.69363835.250225

13T3.9489393.5677143.7189473.9275594.5901365.9792497.5958458.9938998.9366037.236945.5114344.520136

S34.53753334.57362734.59616134.58546834.52387234.44668234.37070834.3267434.32110234.29435334.31344234.463421

14T19.32333418.70188320.15622922.78159125.43739527.29086528.99710529.67145228.81869726.15101123.54666121.972176

S35.85637735.95275536.00681335.87347835.8140635.9565235.32173934

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