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Wireless sensor Grid - Reports LTER ASM Meeting, Workshop on Sensor Networks; NSF Workshop Report on Environmental Cyberinfrastructure Needs for Distributed Sensor Wireless Sensor Networks and Their Applications in the Environment Thursday 29 January 2004 Peter Arzberger

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  • Wireless sensor Grid - ReportsLTER ASM Meeting, Workshop on Sensor Networks;

    NSF Workshop Report on Environmental Cyberinfrastructure Needs for Distributed Sensor Wireless Sensor Networks and Their Applications in the EnvironmentThursday 29 January 2004Peter Arzberger

  • Long Term Ecological Research NetworkLTER Network is a collaborative effort More than 1100 scientists and students involved investigatingEcological processes over long temporal and broad spatial scales. The Network promotes synthesis and comparative research across sites and ecosystems and among other related national and international research programs. The NSF established the LTER program in 1980 to Support research on long-term ecological phenomena in the United States. Provide information for the identification and solution of ecological problemsThe 24 LTER Sites represent diverse ecosystems and research emphases The LTER Network Office coordinates communication, network publications, and research-planning activities.http://www.lternet.edu

  • Long Term Ecological Research Network1. Andrews LTER (AND) 2. Arctic LTER (ARC)3. Baltimore Ecosystem Study (BES)4. Bonanza Creek LTER (BNZ)5. Central Arizona - Phoenix (CAP)6. Cedar Creek LTER (CDR)7. Coweeta LTER (CWT)8. Harvard Forest (HFR)9. Hubbard Brook LTER (HBR)10.Jornada Basin (JRN)11.Kellogg Biological Station (KBS)12.Konza LTER (KNZ)13.Luquillo LTER (LUQ)14.McMurdo Dry Valleys (MCM)15.Niwot Ridge LTER (NWT)16.North Temperate Lakes (NTL)17.Palmer Station (PAL)18.Plum Island Ecosystem (PIE)19.Sevilleta LTER (SEV)20.Shortgrass Steppe (SGS)21.Virginia Coast Reserve (VCR)22.Florida Coastal Everglades (FCE)23.Georgia Coastal Ecosystems (GCE)24.Santa Barbara Coastal (SBC)

  • International LTER NetworkLaunched in 1993http://www.ilternet.eduCurrent Chair, ILTER: Hen-Biau King, TFRI

  • Exploring New Spatial and Temporal Scales in Ecology Using Wireless Sensor Networks September 2003 All Scientist Meeting of the Long Term Ecological ResearchParticipantsTim Kratz, Paul Hanson: North Temperate LakesStuart Gage: Kellogg Biological Field StationHen-biau King, TERN; and Fang-Pang Lin, NCHCJohn Porter: Virginia Coast RegionBill Michener: LTER Network Office

  • Goals of LTER WorkshopTo identify scientific research opportunities and areas enabled and opened up by wireless sensor networksNew ScienceCross-Site or Synthetic ResearchImpact of working at new spatial or temporal scalesTo exchange information on capabilities, techniques and technologies, and experiences for wireless sensor networksLessons LearnedBiggest ChallengesDevelop products that help achieve the goals above

  • VCR/LTER Wireless NetJohn Porter, Tom Williams, Dave SmithThe VCR/LTER uses a hybrid network with both proprietary 900 MHz and standard WiFi 802.11b 2.4 GHz wireless Ethernet connections. Areas within line of sight of our two towers are tinted in yellowSource: John Porter, Virginia Coast Reservehttp://www.lternet.edu/sites/vcr/

  • Uses of Wireless at VCR/LTERReal-time Meteorological & Tide dataWeb Cameras (6 currently deployed)Access to networked data resources (e.g., the web) in the field

    Integrated camera/ web server/radio/powerSource: John Porter, Virginia Coast Reserve

  • Uses of WebcamsCapture time series

    Education Non-obtrusive observationObserve rare events

    A picture is worth a thousand wordsSource: John Porter, Virginia Coast Reserve

  • Wireless Webcam pre IsabelSource: John Porter, Virginia Coast Reserve

  • During IsabelSource: John PorterSource: John Porter, Virginia Coast Reserve

  • Early IsabelSource: John PorterSource: John Porter, Virginia Coast Reserve

  • Peak FloodingSource: John Porter, Virginia Coast Reserve

  • Isabel WindsSource: John Porter, Virginia Coast ReserveSensors can be where it is too dangerous for humans

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    0

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    0

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    0

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    2

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    1.35

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    0.08

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    0.2

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    5.976

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    9.24

    10.22

    8.6

    4.836

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    0.018

    0.008

    MaxWin

    Observation Number

    Wind (m/sec)

    Max wind speed

    Chart2

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    0

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    0

    0

    0

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    0

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    0

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    0

    0

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    0

    0

    0

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    0

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    0.01

    0

    0

    0

    0

    0

    0

    0

    0

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    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0.029

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    0

    0

    0

    0

    0

    0

    0

    0

    0

    0.001

    0

    0

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    0.04

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    0

    0

    0.017

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    0.072

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    0.53

    0.97

    1.002

    0.219

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    0.012

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    0.066

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    0.006

    0.012

    0

    0

    0.016

    0.055

    0.032

    0.021

    0.1

    0.291

    0.297

    0.398

    0.27

    0.311

    0.001

    0.005

    0.014

    0.001

    0.023

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    0.004

    0

    0.063

    0.016

    0

    0.003

    0.008

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    0.056

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    0

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    0

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    0.009

    0

    0

    0

    0

    0

    0

    0.034

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    0.27

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    0.038

    0.029

    0.026

    0.145

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    0.106

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    0.046

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    0.047

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    0.028

    0.007

    0

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    0

    0

    0.002

    0

    0

    0

    0.006

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    0.33

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    0

    0

    0.118

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    0.306

    0.28

    0.094

    0.177

    0.274

    0.302

    0.117

    0.193

    0.233

    0.303

    0.554

    0.986

    0.646

    0.706

    0.8

    0.668

    0.521

    0.925

    0.577

    0.432

    0

    0

    0.016

    0.001

    0

    0

    0.038

    0.239

    0.221

    0.051

    0.007

    0.153

    0.142

    0.078

    0.151

    0.141

    0.388

    0.193

    0.301

    0.398

    0.438

    0.441

    0.275

    0.067

    0

    0

    0.003

    0.006

    0.005

    0.017

    0.017

    0.019

    0.086

    0.061

    0.007

    0.003

    0.004

    0.035

    0.152

    0.057

    0.223

    0.429

    0.56

    0.76

    0.359

    0.336

    0.213

    0.036

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0.045

    0.138

    0.269

    0.459

    0.584

    0.568

    0.596

    0.43

    0.222

    0.126

    0.041

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0.003

    0.168

    0.308

    0.598

    0.581

    0.305

    0.292

    0.551

    0.545

    0.846

    0.88

    0.617

    0.275

    0.614

    0.647

    0.634

    0.316

    0.584

    0.244

    0.441

    0.527

    0.43

    0.474

    0.577

    0.304

    0.478

    0.502

    0.624

    0.35

    0.635

    0.709

    0.884

    0.861

    0.773

    0.316

    0.305

    0.624

    0.694

    0.172

    0.371

    0.322

    0.673

    1.309

    1.132

    0.76

    0.943

    0.768

    0.456

    0.572

    0.666

    1.026

    1.14

    0.48

    0.561

    0.788

    0.763

    1.245

    1.513

    1.105

    0.733

    0.365

    0.175

    0.122

    0.254

    0.225

    0.127

    0.003

    0.001

    0.003

    0.003

    0.004

    0.003

    0.002

    0.031

    0.562

    0.957

    1.008

    0.437

    0.675

    1.049

    0.812

    0.524

    0.406

    0.296

    0.707

    1.013

    0.953

    0.968

    1.29

    1.213

    0.799

    0.538

    0.709

    1.027

    1.069

    0.703

    1.102

    1.338

    1.751

    2.107

    2.2

    2.274

    2.307

    2.099

    1.819

    1.035

    1.142

    1.385

    1.61

    1.618

    0.315

    0.514

    0.787

    0.909

    0.819

    0.221

    0.096

    0.028

    0.09

    0.102

    0.044

    0.027

    0.098

    0.118

    0.105

    0.193

    0.168

    0.212

    0.132

    0.11

    0.139

    0.088

    0.05

    0.02

    0.009

    0.093

    0.077

    0.033

    0.001

    0.001

    0

    0

    0

    0

    0

    0

    0.016

    0.001

    0.035

    0.045

    0.005

    0.139

    0.094

    0.034

    0.016

    0.002

    0

    0

    0.004

    0.01

    0.019

    0.008

    0.042

    0.002

    0

    0

    0

    0

    0.004

    0.335

    0.036

    0.007

    0.054

    0.006

    0.268

    0.073

    0.025

    0.012

    0.021

    0

    0

    0

    0

    0

    0

    0

    0.05

    0.062

    0.385

    0.258

    0.353

    0.257

    0.105

    0.094

    0.145

    0.048

    0.153

    0.077

    0.058

    0.183

    0.409

    0.122

    0.12

    0.123

    0.002

    0

    0.004

    0.008

    0.004

    0.002

    0

    0.008

    0.001

    0.008

    0.006

    0.003

    0.01

    0.862

    1.349

    1.731

    1.173

    0.681

    0.991

    0.958

    1.145

    0.789

    1.106

    0.801

    1.06

    0.956

    0.896

    0.938

    0.963

    0.561

    1.147

    1.235

    1.412

    1.506

    1.235

    1.497

    1.784

    2.087

    2.473

    3.23

    3.889

    3.936

    4.989

    5.082

    4.727

    3.264

    3.772

    3.545

    3.632

    3.85

    3.741

    4.074

    4.816

    4.154

    3.87

    4.249

    2.625

    2.624

    2.078

    0.149

    0.074

    0.041

    0.029

    0.026

    0.016

    0.012

    0.01

    0.006

    0.004

    0.001

    Windsped

    Observation number

    Averge Wind Speed - m/sec

    hurricanemet

    CodeStationYearDaynoHourBatVoltPanelTemSoilTempAirTempRHWin1MaxTMaxRHMaxWinMinTMinRHMin_winWin2WindspedWinAngl

    2122.1200322950012.4721.426.5828.51104.90.04529.67105.20.26127.3104.300.0450.045297.93.1831.3083.7210

    2122.1200322960012.4722.1627.3330.18104.10.03530.65104.30.31129.59103.700.0350.035299.53.10118.0428.430

    2122.1200322970012.4822.8927.830.68103.40.04430.96103.60.28230.25103.200.0440.044299.24.451158.4216.50

    2122.1200322980013.1824.7228.0929.46103.30.0330.76103.60.46327.9102.500.030.03305.63.619597.87460

    2122.120032299001326.4227.1527.74102.20.01727.99102.60.23527.55101.700.0170.017302.63.4527389190

    2122.12003229100013.2527.5226.5927.95101.30.29828.51021.29127.69100.300.2980.298309.31.97380710170

    2122.12003229110012.8427.4326.3127.67100.50.16927.88100.91.05927.2810000.1690.169310.71.716531.47200

    2122.12003229120012.7827.0426.3626.5299.80.1428.11101.10.91625.6197.800.140.117221.533.17497.96660

    2122.12003229130013.7228.6126.5226.3899.20.08827.781010.58725.693.200.0880.082233.821.54171720590

    2122.12003229140013.6631.6726.9627.8491.40.19928.3494.10.87227.4487.400.1990.154233.438.59297333940

    2122.12003229150013.6632.1126.9627.69890.07629.1292.70.7326.485.600.0760.075280.99.99218624780

    2122.12003229160012.728.6526.5225.8694.20.01727.78980.16324.7586.800.0170.017286.48.91453.3568.30

    2122.12003229170013.0826.7826.9626.5797.80.00627.7499.70.16325.4194.400.0060.006295.62.231386.7521.80

    2122.12003229180012.6326.7826.5727.2893.40.17628.1896.31.31726.5591.400.1760.1763102.325298.7383.60

    2122.12003229190012.6125.3325.9425.998.1026.799.9024.8696.20000093.5108.20

    2122.12003229200012.5823.5425.624.32101.9024.81103.30.00524.1499.9000286.803.2935.1380

    2122.12003229210012.5622.5725.3924.01103.6024.64103.9023.61103.3000000.8943.6290

    2122.12003229220012.5522.0125.0723.41104.20.00523.59104.50.12923.06103.900.0050.005288.43.550.83.5080

    2122.12003229230012.5422.1325.1424.05104.7024.74104.90.01623.25104.5000286.500.83.5690

    2122.12003230012.5422.425.1924.62104.8024.9104.9024.13104.6000001.1743.6290

    2122.1200323010012.5322.5525.0224.61104.9024.92105024.1104.7000001.4143.6290

    2122.1200323020012.5222.524.8524.32105024.5105.1024.08104.9000001.5613.6290

    2122.1200323030012.5122.4924.7724.21105.2024.35105.3024.05105.1000001.5073.6290

    2122.1200323040012.4922.424.6824.12105.3024.24105.3023.95105.2000001.5343.6290

    2122.1200323050012.4822.2424.5923.86105.30.0124.35105.40.12623.07105.300.010.003160.667.91.5473.6290

    2122.1200323060012.4721.624.3322.72105.40.00823.07105.50.25422.51105.300.0080.005214.946.9732.2746.310

    2122.1200323070013.0522.1724.4723.24105.50.00923.64105.60.11922.84105.300.0090.008188.136.84358.6428.70

    2122.1200323080013.8323.9924.4823.66104.80.12524.03105.40.44523.12103.700.1250.05517760.795011170

    2122.1200323090013.8125.3323.8723.08103.50.45723.4103.91.26222.89102.90.0070.4570.288193.549.33107812530

    2122.12003230100013.7527.9424.423.36103.20.46423.71103.91.77823.17101.700.4640.354183.139.53170619370

    2122.12003230110013.6831.524.2824.1199.60.49324.56101.81.34523.797.700.4930.252185.356.6274131340

    2122.12003230120013.6532.9824.6225.18970.54525.8199.11.36624.4894.90.0160.5450.371190.245.8310635350

    2122.12003230130013.6532.625.7126.1995.50.88426.7496.92.2125.7393.80.0780.8840.547189.650.06319136170

    2122.12003230140013.6632.3326.9626.2494.60.89126.6995.92.27225.8793.30.0150.8910.686187.438.86316535590

    2122.12003230150013.6831.4827.0625.4495.20.93525.9797.12.11424.8993.40.0540.9350.60819547.94249728180

    2122.12003230160013.6629.6826.6424.7597.50.73125.39100.32.03424.1995.20.0240.7310.537192.441.65125214520

    2122.12003230170012.7527.7526.624.59100.70.47924.83101.11.27624.4100.20.0030.4790.354198.841.5517.9665.50

    2122.12003230180012.6526.1926.3124.08101.50.34224.45102.41.46523.74100.900.3420.249197.442.11262.9350.90

    2122.12003230190012.6224.9425.8823.64102.90.11523.75103.30.80823.54102.300.1150.101207.627.969.4291.80

    2122.12003230200012.624.325.5423.38103.60.01223.54103.90.15823.23103.300.0120.01191.231.571.6933.5370

    2122.12003230210012.5923.6925.223.07104.10.02623.29104.20.21822.64103.900.0260.023187.925.221.4533.5370

    2122.12003230220012.5822.924.822.48104.5022.63104.7022.37104.2000001.63.6290

    2122.12003230230012.5722.6224.5222.37104.8022.541050.00222.24104.7000183.98.651.5873.6290

    2122.12003231012.5622.7724.3422.52105.10.00222.63105.30.02622.410500.0020.002185.58.341.563.6290

    2122.1200323110012.5522.6524.1822.39105.30.00322.61105.40.13522.14105.200.0030.003169.713.111.63.6290

    2122.1200323120012.5321.6323.9522.04105.4022.19105.6021.92105.3000001.5213.660

    2122.1200323130012.5221.2423.8122.09105.6022.24105.6021.98105.5000001.1614.3560

    2122.1200323140012.521.0923.6922.15105.7022.25105.70.01122.09105.6000153.219.061.3344.810

    2122.1200323150012.4921.2323.622.27105.80.00222.39105.80.06522.09105.700.0020.002213.537.761.3613.9930

    2122.1200323160012.4821.223.5322.22105.80.00522.46105.90.06722.09105.700.0050.005187.119.4829.5545.50

    2122.1200323170013.0422.3823.622.72105.90.0323.25105.90.46622.45105.700.030.02820019.83327.4421.10

    2122.1200323180013.7925.3123.7323.51105.40.27923.79105.81.23923.25104.700.2790.227196.935.06103512030

    2122.1200323190013.6830.9823.3124.97101.30.27425.92104.71.14323.6996.80.0070.2740.181202.147.18176320510

    2122.12003231100013.6134.5423.4626.1495.90.49126.98991.27125.3992.80.0290.4910.384205.537.76239627670

    2122.12003231110013.5636.9523.8527.4589.70.27627.94931.21927.0686.500.2760.205236.741.05291233260

    2122.12003231120013.5537.7324.5427.5389.90.25828.1892.41.07726.8787.400.2580.206215.436.14320036400

    2122.12003231130013.5736.6825.828.5389.30.47529.3190.91.53527.9587.20.0130.4750.391210.934.03326136960

    2122.12003231140013.5935.4627.1628.1987.60.38829.3590.21.10727.5885.60.0080.3880.342237.227.83309834970

    2122.12003231150013.5935.7227.327.5486.60.26327.9488.80.85627.1885.100.2630.25225616.39270830270

    2122.12003231160012.9532.9226.7127.0888.20.18227.689.40.67826.818600.1820.161243.827.51213123570

    2122.12003231170012.6830.2426.7627.0190.10.1427.5391.60.54626.2688.800.140.121249.729.858979650

    2122.12003231180012.6529.1126.4126.0692.30.03426.3893.60.28425.7890.300.0340.032259.219.29334.5393.50

    2122.12003231190012.6227.3925.8325.1995.2025.7597.90.00824.2193000276.80119.21150

    2122.12003231200012.5924.825.323.45101024.23102.6022.9798.2000001.7595.8610

    2122.12003231210012.5723.3824.9922.72103.3023.03103.9022.38102.6000000.925.0180

    2122.12003231220012.5622.5624.5222.18104.2022.48104.5021.99103.9000001.2673.810

    2122.12003231230012.5521.9324.1221.61104.6022.05104.8021.28104.4000001.5873.6290

    2122.12003232012.5421.4523.8121.43104.9021.68105.10.00221104.7000214.90.8251.5213.630

    2122.1200323210012.5320.3623.4821.08105.2021.26105.30.00220.95105000231.20.511.5613.630

    2122.1200323220012.5119.5323.1920.49105.3021.26105.4019.89105.2000001.4413.6310

    2122.1200323230012.519.1322.9420.28105.5020.59105.6019.97105.4000001.3214.7210

    2122.1200323240012.4818.9922.7520.21105.6020.86105.8019.76105.4000001.2285.4480

    2122.1200323250012.4719.4522.6721.06105.7021.21105.8020.79105.6000001.3755.4480

    2122.1200323260012.4619.622.5521.03105.8021.3105.9020.87105.70000035.4355.140

    2122.1200323270013.2721.522.6422.5105.9023.8106021.36105.800000431.6505.30

    2122.1200323280013.7925.5122.7723.99105.50.00624.45105.90.12223.5310500.0060.005223.616.12109912720

    2122.1200323290013.6930.922.6125.15102.10.05726.01105.10.74824.3596.900.0570.039212.645.63180020660

    2122.12003232100013.635.2222.8926.8392.80.09327.3898.20.66725.9589.500.0930.074227.436.95242527670

    2122.12003232110013.5637.4523.2927.4189.30.09927.8192.20.7426.9886.900.0990.072241.441.79292733110

    2122.12003232120013.5438.0924.0427.5889.10.12128.1190.60.53627.1387.600.1210.112253.922.34323236360

    2122.12003232130013.5637.1225.3528.6887.80.09229.2789.80.50227.8785.900.0920.088276.317.03331737130

    2122.12003232140013.5835.8726.6228.62860.14229.0687.70.70328.2784.700.1420.13827812.99315335140

    2122.12003232150013.5836.2226.8728.3585.30.10328.58870.39427.9783.700.1030.09827418.14276430670

    2122.12003232160012.8133.3826.3227.5687.50.06528.0589.60.38527.0785.500.0650.062271.216.65219224140

    2122.12003232170012.6630.5926.3627.390.40.0327.7191.90.2426.858900.030.03277.79.0192410660

    2122.12003232180012.6429.626.0426.6392.20.00827.0293.60.08326.3290.800.0080.008277.613.88317353.80

    2122.12003232190012.6127.9725.4725.4695.4026.399.10.02624.4492.4000283.210.87125.2113.20

    2122.12003232200012.5925.6225.0424.07101.40.00224.48102.80.06223.8899.200.0020.00227513.911.7854.5010

    2122.12003232210012.5824.5424.7723.83103.50.00524.07103.90.12623.51102.800.0050.005275.810.060.8133.9590

    2122.12003232220012.5723.9224.4123.34104.30.00323.51104.60.08123.23103.900.0030.0032917.450.84.3830

    2122.12003232230012.5623.724.1323.3104.70.00823.41104.90.0823.23104.600.0080.008285.26.6010.83.870

    2122.12003233012.5523.6823.9623.341050.00623.69105.20.06523.14104.900.0060.006286.65.9820.83.7190

    2122.1200323310012.5423.7423.9923.62105.1023.71105.20.0123.51105.1000294.82.3880.83.840

    2122.1200323320012.5323.1623.9823.44105.2023.62105.2023.21105.1000000.83.810

    2122.1200323330012.5122.6223.8823.31105.3023.43105.3023.2105.2000000.83.9610

    2122.1200323340012.522.4223.9123.3105.4023.66105.50.00223.13105.3000298.300.84.0830

    2122.1200323350012.4822.3924.0223.62105.5023.69105.6023.56105.4000000.84.3550

    2122.1200323360012.4722.1723.8923.34105.5023.55105.6023.24105.40000028.2347.30

    2122.1200323370013.1923.5123.8824105.6024.52105.70.00323.39105.5000291.83.474423.8481.60

    2122.1200323380013.7626.3224.0324.9105.20.01125.44105.50.12624.52104.700.0110.011289.64.889109912610

    2122.1200323390013.6830.4723.4725.38102.90.07925.88104.70.32425.05101.200.0790.078290.48.48171119820

    2122.12003233100013.6433.0523.4826.1100.20.31626.94101.30.88325.7597.900.3160.312289.88.32230026580

    2122.12003233110013.634.9323.7826.8997.70.43127.3398.81.05926.6595.70.0360.4310.426285.68.91284932550

    2122.12003233120013.5935.3824.3727.4196.10.59627.78981.16226.9194.20.1550.5960.587287.79.68315735900

    2122.12003233130013.6134.7625.3327.8295.70.77128.5497.51.32827.2940.1140.7710.752288.212.77324036780

    2122.12003233140013.6134.2426.7628.2594.60.61328.5396.11.19627.82930.0570.6130.604288.49.76304334430

    2122.12003233150013.6134.627.3328.2293.20.48228.4895.11.14127.9291.50.0150.4820.469286.212.99259529290

    2122.12003233160012.9732.9926.7427.8894.10.41528.4496.51.31727.3791.70.0130.4150.407282.411.35203522680

    2122.12003233170012.6830.9226.4827.2960.33927.3996.81.02926.8294.800.3390.336282.47.8778511730

    2122.12003233180012.6529.526.1126.3198.30.226.83100.20.76925.6996.50.0080.20.198282.98.79286.5364.20

    2122.12003233190012.6127.6925.6925.21101.60.12325.68102.70.56924.85100.200.1230.121284.811.1768.2981.30

    2122.12003233200012.5926.2525.4124.67103.40.09324.86103.80.38524.52102.700.0930.092284.77.731.7984.0180

    2122.12003233210012.5825.6325.2324.76103.60.28525.09103.90.75624.52102.90.020.2850.282285.19.361.0933.6260

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