Climate Impacts of Agriculture related Land Use Change in the US Jimmy Adegoke1, Roger Peilke Sr.2, Andrew M. Carleton3

1Dept. Of Geosciences, University of Missouri-Kansas City 2Dept. of Atmospheric Sciences, Colorado State University3Dept. of Geography, The Pennsylvania State University

Presentation OutlineCropland/Forest Impacts on Convective Cloud Development in the US Midwest : Empirical studies

Agriculture-related land use change impacts on seasonal climate in the Central US: Modeling studies Crop-climate modeling Issues, challenges & questions

Focus of Land Surface-Climate Work:Emprical StudiesImpacts of changes in US Midwest land cover parameters (e.g. land cover, surface roughness, zones of land cover transitions) on convective cloudiness (Carleton et al., 2001 GRL Vol. 28, 1679-1684)

Sensitivity of the AVHRR derived Normalized Difference Vegetation Index (NDVI) and the Fractional Vegetation Cover (FVC) to growing season surface moisture conditions (Adegoke and Carleton, 2002 JHM 4, 24-41).

Land Use/Land Cover Map of The Midwest Showing Sampling Locations of Convective Cloud Parameters

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BRIT254452462.3445pm50.780.630.040.060.04MeanForestMO49.454545454568.727272727356.72727272735.146

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BW4vis

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BRIT257214810522.67258.850.520.150.660.33MeanMor81.6132.8107.215.3894

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BRIT256872711.49771.720.310.210.240.23

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BRIT254452502.33221.520.930.020.040.03MeanEve3644392.389

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BRIT255668613.3744.890.710.060.090.07

BRIT256076643.8356.260.560.090.150.10MeanMor54.465.659.63.0192

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BRIT256872711.83372.450.300.220.250.24

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BRIT25801241069.45717.390.950.100.250.18

BRIT251041281175.50428.080.880.190.290.24MeanEve5296718.696

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BRIT251161561419.45249.380.650.320.590.48

BRIT2510415212813.87258.850.520.320.700.49MeanMor115.2146.4133.68.2958

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BRIT254856521.97314.640.970.030.040.04

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BRIT254456503.08121.520.930.020.050.03MeanEve3640371.904

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BRIT255680637.45544.890.710.060.130.08

BRIT255684655.4856.260.560.080.190.11MeanMor52.875.2615.5272

BRIT256096738.53966.350.400.120.350.19MaxMor6096738.539

BRIT256872711.9672.450.300.220.250.24

BRIT256068642.10470.270.340.150.200.17MeanAft54.465.6603.0164

BRIT255264603.36361.680.470.070.120.10MaxAft6872714.716

BRIT255260562.93950.780.630.060.080.07

BRIT254064494.71637.170.800.020.070.04MeanForestMO516657.08333333333.9030833333

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BW5vis

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BRIT25561007212.24617.390.950.040.160.08

BRIT25601047812.44328.080.880.060.190.10MeanEve5284638.92

BRIT25721209413.41638.880.780.100.290.17MaxEve5284638.92

BRIT25641207714.04849.380.650.090.340.13

BRIT25721409822.12358.850.520.150.590.28MeanMor68122.488.815.6352

BRIT25721289716.14665.680.410.180.620.35MaxMor721409822.123

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BRIT257214010118.61962.440.460.160.660.34MeanAft62.4110.480.413.4172

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BRIT255688679.16543.740.720.060.160.09

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BRIT255664582.61314.640.970.040.060.05

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BRIT256872721.10859.810.500.130.150.15MeanMor61.670.465.82.2788

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BRIT256872720.871.720.310.210.240.24

BRIT25727272066.820.390.190.190.19MeanAft62.467.2651.4382

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BRIT255664592.89446.310.690.060.080.07

BRIT25485653234.780.820.040.050.05MeanCropIN60.333333333367.333333333363.66666666671.946

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BRIT254452492.38910.190.980.020.040.03

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BRIT256472702.61356.260.560.100.140.13MeanMor58.46863.62.434

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BRIT257296755.50472.450.300.250.460.27

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BRIT254860553.02937.170.800.040.060.05MeanCropMO56.666666666767.333333333361.66666666672.6631666667

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BRIT25681448217.05256.260.560.120.580.18MeanMor59.293.668.28.3774

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BRIT254864554.20837.170.800.040.070.05MeanForestMO56.333333333391.333333333365.258.759

1.00Max681448618.037

1.00

1.00

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1.00

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1.00

1.00

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BW7vis

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0.00

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0.00

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BRIT25481126918.6085pm43.520.730.040.270.09MeanCropMO60.7272727273107.272727272780.909090909112.8897272727

0.00

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BRIT254048432.6536pm32.390.840.020.030.03MeanForestMO4882.666666666759.08333333339.6764166667

1.00Max641529125.579

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

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BW9vis

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BRIT254056424.0134.611.000.020.040.02MeanMor41.655.249.83.1074

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BRIT2552966816.0137am0.571.000.040.140.07

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BRIT25481409228.64335.940.810.040.380.16

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BRIT254856522.70332.080.850.030.050.04

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BRIT256088726.66549.360.650.080.180.12

BRIT255276614.839.120.780.050.110.07

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BRIT252832311.967am0.141.000.000.010.01

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BRIT254448481.10827.980.880.030.030.03

BRIT255260542.30939.360.770.050.060.05MeanAft548262.66666666677.4001666667

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BRIT2556104669.66158.230.530.080.310.12

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BRIT256492739.88560.470.490.120.260.16

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BRIT254860533.51843.520.730.040.070.05

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BRIT25681168914.86556.090.560.120.370.21

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BRIT256068642.15432.080.850.060.080.07

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BRIT2568100808.96857.480.540.120.280.18

BRIT256084685.03349.360.650.080.160.10

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BRIT256084706.33760.470.490.100.210.14

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BRIT254880566.42943.520.730.040.130.06

BRIT254048432.2156pm32.390.840.020.030.03MeanForestMO46.33333333336352.41666666674.1465

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1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

BW10vis

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BRIT256472672.21522.020.930.060.080.07MaxMor6896797.746

BRIT256068652.09132.610.840.060.080.07

BRIT256068653.16642.470.740.070.090.08MeanAft62107.333333333377.833333333311.905

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BRIT2572112929.01356.090.560.130.350.23

BRIT25721329516.7257.010.540.140.500.25

BRIT25681369719.80852.910.600.110.480.24

BRIT25641127712.93745.410.700.080.280.12

BRIT255696629.31535.940.810.050.170.07

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BW14vis

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BRIT25721148911.65350.310.640.120.310.19MeanAft55.610568.214.5326

BRIT25721279214.37954.290.580.130.430.22MaxAft731258723.322

BRIT25731118712.41453.710.590.130.320.19

BRIT25641087612.80548.770.660.090.270.13

BRIT25511257123.32240.820.760.040.320.10

BRIT25481036014.66731.180.860.030.190.06

BRIT254278479.4556pm20.680.940.020.100.03MeanForestMI58.166666666797.166666666769.2510.5265

BRIT254248441.4537am0.711.000.020.030.02MaxEve4248441.453

BRIT255257541.5310.760.980.040.040.04

BRIT255764611.64522.310.930.050.060.06MeanMor66.274.269.41.809

BRIT256373671.93933.580.830.070.090.08MaxMor7179741.939

BRIT257078721.84844.050.720.100.120.10

BRIT257079741.91352.790.600.120.150.13MeanAft5672.862.43.9304

BRIT257177731.758.170.530.140.170.15MaxAft6686706.851

BRIT256674702.06458.360.520.120.150.13

BRIT256177683.87253.260.600.090.150.11

BRIT255886656.85144.670.710.060.160.08

BRIT255176604.97434.270.830.040.100.06

BRIT254451491.8916pm23.020.920.030.040.03MeanForestIN58.757063.08333333332.64

BRIT253659445.5627am0.111.000.010.050.02MaxEve3659445.562

BRIT255088639.7596.340.990.030.120.06

BRIT25611257816.89818.070.950.050.260.09MeanMor73.6137.49216.841

BRIT25701268114.55229.660.870.080.280.11MaxMor8316111222.562

BRIT2573115818.0640.710.760.100.270.13

BRIT258116010822.56250.470.640.150.630.28MeanAft70.2111.279.410.1302

BRIT258316111222.13357.570.540.190.760.36MaxAft781619923.344

BRIT25781619923.34459.940.500.180.810.30

BRIT25741228310.67156.530.550.140.420.19

BRIT25711177911.28948.780.660.110.320.14

BRIT256885723.27538.690.780.080.140.10

BRIT256071642.0726pm27.490.890.060.080.07MeanForestMO67.0833333333115.833333333380.333333333312.51475

1.00Max8316111223.344

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

BW16vis

BRIT1215081638.3227am11.950.980.030.100.06MaxEve5081638.322

BRIT1216082673.73422.350.920.050.110.07

BRIT1216593776.10633.10.840.070.160.10MeanMor78.4139.6101.212.9062

BRIT1216996825.22643.880.720.090.190.14MaxMor9117612622.066

BRIT121801609913.64254.250.580.160.690.26

BRIT1218717612222.06663.270.450.251.090.51MeanAft75.2144.8106.816.714

BRIT1219117312617.49168.80.360.351.310.68MaxAft9218014222.207

BRIT1219218013521.51667.90.380.341.360.76

BRIT1219216714218.62561.180.480.270.910.65

BRIT1217215510922.20751.680.620.120.610.29

BRIT121641268113.84941.150.750.080.330.13

BRIT1215696677.3736pm30.340.860.050.160.07MeanCropMi73.1666666667132.083333333397.513.3464166667

BRIT1214875553.9777am8.740.990.030.080.04MaxEve4875553.977

BRIT1215885653.8619.720.940.050.110.06

BRIT12166108776.67731.120.860.070.210.10MeanMor82161.211117.8962

BRIT1218215111217.00542.690.740.140.490.26MaxMor9018912524.291

BRIT1218417111918.11454.090.590.180.790.37

BRIT1219018712523.39464.650.430.281.290.57MeanAft67.4151104.621.0014

BRIT1218818912224.29172.340.300.381.860.76MaxAft8717712025.943

BRIT1218717712023.57672.580.300.381.650.75

BRIT1217416711723.68265.140.420.191.050.50

BRIT1216415710625.94354.660.580.100.670.30

BRIT1216014310420.91843.280.730.070.440.23

BRIT121521117610.88831.710.850.040.220.10MeanCropIN71.0833333333143.416666666799.833333333316.8604166667

BRIT12160101807.0577am4.371.000.050.160.09MaxEve60101807.057

BRIT121671299712.50215.260.960.070.270.15

BRIT121661389315.85326.670.890.070.330.15MeanMor79.2163.4115.420.2592

BRIT121731319413.30238.360.780.100.340.17MaxMor8919114628.433

BRIT1218917211418.65350.050.640.190.730.31

BRIT1218718513025.05561.290.480.241.130.55MeanAft68.2151.6107.224.9834

BRIT1218119114628.43370.80.330.301.761.02MaxAft8018714335.297

BRIT1218018714328.67974.580.270.362.081.20

BRIT1217517713332.21169.160.360.231.390.78

BRIT1216718311735.29759.110.510.121.030.41

BRIT121621478327.60747.720.670.080.500.15

BRIT1215764601.123360.810.050.070.06MeanCropMO72150.4166666667107.520.481

BRIT121601209114.5247am11.950.980.050.230.13MaxEve601209114.524

BRIT1217813210615.06222.350.920.100.290.19

BRIT1218414611316.92833.10.840.130.400.24MeanMor86.4153.8111.815.454

BRIT1218017011222.20343.880.720.130.630.27MaxMor9217011522.203

BRIT1218516810716.56854.250.580.180.760.30

BRIT1219115911513.23263.270.450.280.880.45MeanAft66.41268714.7138

BRIT121921261128.33968.80.360.350.680.53MaxAft761429618.618

BRIT12176115969.59967.90.380.230.540.37

BRIT121761429213.23161.180.480.180.650.27

BRIT121661308315.41351.680.620.100.420.17

BRIT121591328218.61841.150.750.060.360.13

BRIT121551118216.7086pm30.340.860.050.220.12MeanBoundrMI75.1666666667137.583333333399.2515.0354166667

BRIT12153956310.317am8.740.990.040.140.06MaxEve53956310.31

BRIT1215883654.59319.720.940.050.110.06

BRIT1216594735.34831.120.860.070.160.09MeanMor80.6163.8111.819.1198

BRIT1218416911317.35242.690.740.140.610.27MaxMor8718612925.904

BRIT1218118611823.91854.090.590.170.930.37

BRIT1218618512923.07764.650.430.261.260.60MeanAft69143.697.617.875

BRIT1218718512625.90472.340.300.371.780.81MaxAft8218112026.139

BRIT1218218112026.13972.580.300.331.730.75

BRIT1217616811322.58665.140.420.201.060.47

BRIT1216614610320.34754.660.580.110.580.28

BRIT121651248112.18343.280.730.080.330.13

BRIT1215699718.1231.710.850.050.180.09MeanBoundrIN71.5833333333142.916666666797.916666666716.6564166667

BRIT12165105806.8717am4.371.000.060.170.09MaxEve65105806.871

BRIT1217212410810.35715.260.960.080.250.19

BRIT1218114711314.60726.670.890.110.380.22MeanMor80.6150.4113.616.7766

BRIT1217815812121.66338.360.780.110.500.29MaxMor8516812121.663

BRIT121801269611.60250.050.640.150.380.22

BRIT1218515312114.95961.290.480.220.770.47MeanAft64.6149.6102.820.6878

BRIT1217916811721.05270.80.330.281.350.64MaxAft7216411423.02

BRIT1217216410422.774.580.270.281.590.62

BRIT121691449516.64169.160.360.190.910.38

BRIT1216515010021.52659.110.510.120.690.30

BRIT1215814911423.0247.720.670.070.520.30

BRIT1215914110119.552360.810.060.380.19MeanBoundrMO71.9166666667144.0833333333105.833333333317.0458333333

BRIT121511017513.2357am11.950.980.030.160.08MaxEve511017513.235

BRIT121671328813.23722.350.920.070.290.13

BRIT121681259115.24233.10.840.080.290.15MeanMor72.6130.895.614.1036

BRIT121741399916.68743.880.720.110.420.21MaxMor751449917.741

BRIT121731249711.16354.250.580.130.410.24

BRIT12175122949.68563.270.450.180.510.30MeanAft64.4152.8107.424.3534

BRIT121731449717.74168.80.360.210.900.40MaxAft7117212130.202

BRIT1217117110825.67667.90.380.191.230.48

BRIT1216717212030.20261.180.480.130.970.46

BRIT1216415512126.46651.680.620.090.610.37

BRIT1216414110722.4741.150.750.080.410.23

BRIT121561258116.9536pm30.340.860.050.280.11MeanForestMI66.9166666667137.583333333398.166666666718.22975

BRIT121501118514.4987am8.740.990.030.190.11MaxEve501118514.498

BRIT1216413711319.2519.720.940.060.310.21

BRIT1217415813715.70331.120.860.090.460.34MeanMor105175.6149.414.1502

BRIT12110617715213.80242.690.740.230.670.49MaxMor12318315615.703

BRIT12110618014814.75754.090.590.290.870.59

BRIT12111618015411.45364.650.430.491.200.87MeanAft70.2120.890.812.1812

BRIT12112318315615.03672.340.300.771.741.26MaxAft10016713315.26

BRIT12110016713315.2672.580.300.511.470.92

BRIT1217612910011.82965.140.420.200.620.36

BRIT121661198714.1454.660.580.110.380.20

BRIT1215798719.60843.280.730.060.200.10

BRIT12152916310.06931.710.850.040.150.07MeanForestIN82.5144.1666666667116.583333333313.78375

BRIT1217085772.997am4.371.000.070.110.09MaxEve7085772.99

BRIT121941171074.68315.260.960.140.220.18

BRIT1216313010716.68726.670.890.060.290.20MeanMor80.8154.4119.418.2438

BRIT12172125941538.360.780.100.310.17MaxMor9618614125.399

BRIT1218114911615.82150.050.640.150.540.32

BRIT1219618214118.31261.290.480.291.090.65MeanAft75.6153113.618.1778

BRIT1219218613925.39970.80.330.391.660.92MaxAft8918013822.034

BRIT1218518012622.03474.580.270.411.920.93

BRIT1218917213817.18869.160.360.331.310.84

BRIT1218315312113.15159.110.510.200.720.44

BRIT1216714010120.36347.720.670.100.460.23

BRIT121541208218.153360.810.050.280.12MeanForestMO78.8333333333144.9166666667112.416666666715.8150833333

1.00Max9618614125.399

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

BW17vis

BRIT1214351471.327am10.280.980.020.030.03MaxEve4351471.32

BRIT1215059551.53120.670.940.030.050.04

BRIT1215666621.68531.410.850.050.070.06MeanMor65.479.671.82.6936

BRIT1216376682.87142.190.740.080.110.09MaxMor7389783.471

BRIT1216583743.16852.560.610.100.170.13

BRIT1217384782.27361.650.470.160.220.19MeanAft53.664.658.42.078

BRIT1217089773.47167.50.380.180.310.23MaxAft6379692.85

BRIT1216379692.8567.280.390.140.240.18

BRIT1215866631.61861.150.480.100.130.12

BRIT1215464592.10151.930.620.060.090.08

BRIT1215062542.35841.510.750.040.070.05

BRIT1214352471.4636m30.720.860.030.040.03MeanCropMi57.333333333369.2562.752.22575

BRIT1214661492.6117am7.070.990.030.050.03MaxEve4661492.611

BRIT1215266572.89818.040.950.040.070.05

BRIT1215973652.89129.430.870.050.090.07MeanMor68.48474.83.2598

BRIT1216981742.709410.750.090.130.11MaxMor7398815.789

BRIT1217283762.27852.40.610.120.170.14

BRIT1217385782.63262.970.450.170.240.20MeanAft589168.66.7124

BRIT1216998815.78970.880.330.210.450.30MaxAft6896788.785

BRIT1216894785.39271.950.310.210.430.29

BRIT1216394726.55965.260.420.130.320.18

BRIT1215980654.11555.090.570.080.170.10

BRIT1215296678.78543.810.720.050.190.09

BRIT1214891618.71132.240.850.030.150.06MeanCropIN60.833333333383.568.58333333334.6141666667

BRIT1213970537.8327am2.71.000.020.070.04MaxEve3970537.832

BRIT12149966412.70713.580.970.030.140.06

BRIT12157102646.79124.990.910.050.180.06MeanMor68.6106.478.47.0012

BRIT1216171661.80836.670.800.060.090.08MaxMor8915710613.626

BRIT1216475702.14148.360.660.090.120.11

BRIT121721278613.62659.590.510.150.500.22MeanAft117.2164.4144.411.8176

BRIT1218915710610.6469.190.360.341.090.48MaxAft13718616726.947

BRIT1219218613426.94773.590.280.451.940.99

BRIT12113118516715.31169.130.360.751.521.23

BRIT1211371701617.14659.510.510.580.900.80

BRIT1211281481413.97748.270.670.380.520.47

BRIT121981331195.70736.570.800.180.340.27MeanCropMO84.75126.6666666667102.58333333339.55275

BRIT1214450471.4387am10.280.980.020.030.03MaxEve4450471.438

BRIT1214957531.72420.670.940.030.050.04

BRIT1215563592.04331.410.850.050.070.06MeanMor62.883.269.84.3168

BRIT1216170652.27542.190.740.070.100.08MaxMor681218310.374

BRIT1216479702.94952.560.610.100.150.12

BRIT1216683723.94361.650.470.130.220.16MeanAft50.878.2595.1198

BRIT121681218310.37467.50.380.170.590.27MaxAft60100699.482

BRIT12160100697.02167.280.390.130.390.18

BRIT1215666612.44861.150.480.090.130.11

BRIT1214982584.38251.930.620.050.160.07

BRIT1214860532.26641.510.750.040.070.05

BRIT1214183549.4826m30.720.860.020.120.05MeanBoundrMI55.083333333376.1666666667624.1954166667

BRIT1214250451.6087am7.070.990.020.030.02MaxEve4250451.608

BRIT1214959531.99118.040.950.030.050.04

BRIT1215673612.9129.430.870.050.090.06MeanMor65.691.273.65.1138

BRIT12164100726.839410.750.080.200.10MaxMor73111836.839

BRIT1216680733.25652.40.610.100.160.13

BRIT1216992795.75362.970.450.150.280.20MeanAft58.286.668.86.447

BRIT12173111836.81170.880.330.240.580.31MaxAft71105848.346

BRIT12171105847.14771.950.310.240.550.34

BRIT1216586744.37765.260.420.140.260.19

BRIT1215885696.04955.090.570.080.190.12

BRIT1215185638.34643.810.720.050.150.08

BRIT1214672546.31632.240.850.030.090.05MeanBoundrIN59.166666666783.166666666767.55.1169166667

BRIT1214367473.3157am2.71.000.020.060.03MaxEve4367473.315

BRIT121531056313.0813.580.970.040.170.06

BRIT121591277916.56524.990.910.050.280.10MeanMor65.6103.275.48.2118

BRIT12164107718.85136.670.800.070.220.09MaxMor701298616.565

BRIT1216673691.43648.360.660.090.120.10

BRIT1216980722.21159.590.510.140.190.15MeanAft86.8125.4104.48.222

BRIT121701298611.99669.190.360.200.730.31MaxAft11113412011.642

BRIT12178120939.04473.590.280.320.790.46

BRIT121721259311.64269.130.360.210.680.37

BRIT1219013411410.63159.510.510.240.550.40

BRIT1211111321203.91948.270.670.290.410.34

BRIT121831161025.87436.570.800.130.260.20MeanBoundrMO71.5109.583333333384.08333333338.2136666667

BRIT1214452471.8927am10.280.980.020.040.03MaxEve4452471.892

BRIT1214759523.01720.670.940.030.050.04

BRIT1215482625.62331.410.850.050.120.06MeanMor61.292.270.65.8798

BRIT12165109799.04542.190.740.080.250.12MaxMor65117799.045

BRIT12163117768.60952.560.610.090.350.14

BRIT1216480703.29761.650.470.120.200.15MeanAft52.692.866.89.0062

BRIT1216073662.82567.50.380.130.200.16MaxAft581067215.421

BRIT1215892684.79167.280.390.120.330.17

BRIT1215888686.55561.150.480.100.240.14

BRIT1215080616.37151.930.620.050.150.08

BRIT121461066515.42141.510.750.030.230.08

BRIT12151987211.8936m30.720.860.040.170.09MeanForestMI5586.333333333365.56.6115833333

BRIT12146866213.8787am7.070.990.030.110.05MaxEve46866213.878

BRIT1215381625.7218.040.950.040.100.06

BRIT1215971662.77729.430.870.050.080.07MeanMor66.490.475.43.9746

BRIT1216688753.795410.750.080.150.11MaxMor70110815.016

BRIT12170110815.01652.40.610.120.310.16

BRIT12169100794.83862.970.450.150.340.20MeanAft59.48670.86.0658

BRIT1216883763.44770.880.330.200.310.26MaxAft6591747.659

BRIT1216585743.96671.950.310.190.350.26

BRIT1216486735.23365.260.420.140.260.19

BRIT1215991746.96755.090.570.080.220.14

BRIT1215584676.50443.810.720.060.150.09

BRIT1215484667.65932.240.850.050.120.07MeanForestIN60.666666666787.416666666771.255.8166666667

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BRIT12144945910.04513.580.970.020.140.05

BRIT1215571591.95124.990.910.040.080.05MeanMor65.68974.84.772

BRIT1215868631.71136.670.800.060.080.07MaxMor77115929.217

BRIT1216479692.97648.360.660.090.140.10

BRIT12174112919.21759.590.510.160.380.25MeanAft94.6167.4137.216.7462

BRIT12177115928.00569.190.360.250.570.36MaxAft11518616330.773

BRIT1217518612230.77373.590.280.291.940.82

BRIT12110118216315.30169.130.360.441.471.17

BRIT12111517715314.7159.510.510.400.970.72

BRIT1219715413213.19748.270.670.210.560.41

BRIT121851381169.7536.570.800.130.370.26MeanForestMO73.6666666667120.7597.583333333310.5060833333

1.00Max11518616330.773

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

1.00

BW18vis

BRIT1214154442.2757am10.280.980.020.040.02

BRIT1214883577.71320.670.940.030.110.05MeanEve0000

BRIT121531106914.09931.410.850.040.220.08MaxEve0000

BRIT12159118688.96542.190.740.060.290.09

BRIT121631197613.01152.560.610.090.360.14MeanMor5810468.89.3738

BRIT1216790743.08161.650.470.130.260.17MaxMor671197614.099

BRIT1216988773.72967.50.380.180.300.23

BRIT1216993784.93267.280.390.180.340.23MeanAft66.899.4787.6686

BRIT121681288815.79961.150.480.140.530.24MaxAft691288815.799

BRIT12165105769.74951.930.620.100.270.14

BRIT1216383714.1345pm41.510.750.070.140.10MeanCropMI60.454545454597.363636363670.72727272737.9533636364

0.00

BRIT1213753422.0437am7.070.990.010.040.02

BRIT1215181574.60518.040.950.040.100.05MeanEve0000

BRIT1215788686.7229.430.870.050.130.08MaxEve0000

BRIT121671238512.181410.750.080.310.14

BRIT121711269012.94252.40.610.120.400.20MeanMor64.2113.279.211.3486

BRIT121751489620.29562.970.450.180.760.31MaxMor751489620.295

BRIT121771629518.29370.880.330.271.260.42

BRIT1217616010216.26671.950.310.271.300.51MeanAft69.61348813.812

BRIT121731349112.67565.260.420.190.670.30MaxAft7716210218.293

BRIT121691137910.45355.090.570.120.340.16

BRIT121531017311.3735pm43.810.720.050.220.11MeanCropIN64.1818181818117.181818181879.818181818211.6223636364

0.00

BRIT1212328261.137am2.71.000.000.000.00

BRIT1213944421.03813.580.970.020.020.02MeanEve0000

BRIT1214753511.41524.990.910.030.040.04MaxEve0000

BRIT1215461581.92536.670.800.050.060.06

BRIT1215968641.98248.360.660.070.100.09MeanMor52.259.856.61.7476

BRIT1216273682.37859.590.510.110.150.13MaxMor6273682.378

BRIT1216474702.28669.190.360.160.220.20

BRIT1216375691.96773.590.280.200.290.24MeanAft56.266.462.22.1072

BRIT1215566622.09869.130.360.110.170.15MaxAft6475702.297

BRIT1215161572.29759.510.510.070.100.09

BRIT1214856531.8885pm48.270.670.040.060.06MeanCropMO51.363636363659.909090909156.36363636361.8549090909

0.00

BRIT1213969485.8657am10.280.980.020.070.03

BRIT12154946411.2520.670.940.040.140.06MeanEve0000

BRIT121611208218.02131.410.850.060.260.12MaxEve0000

BRIT121661158412.94242.190.740.080.280.14

BRIT121691318112.65252.560.610.110.440.16MeanMor64.4117.878.612.9406

BRIT12172129829.83861.650.470.160.550.21MaxMor721318418.021

BRIT12172126859.04567.50.380.200.640.28

BRIT121771378811.09967.280.390.230.760.30MeanAft72108.8826.849

BRIT12172106836.45361.150.480.160.360.21MaxAft771378811.099

BRIT1217293804.95351.930.620.120.210.15

BRIT1216782742.6955pm41.510.750.090.130.11MeanBoundrMI65.5454545455109.272727272777.36363636369.5284545455

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BRIT1213859456.637am7.070.990.020.050.02

BRIT12148906315.18418.040.950.030.130.06MeanEve0000

BRIT121561247617.24929.430.870.050.270.10MaxEve0000

BRIT121631178013.087410.750.070.280.13

BRIT12169112807.84952.40.610.110.320.16MeanMor61.8113.27712.7938

BRIT121731238610.662.970.450.170.520.24MaxMor731248617.249

BRIT1218216411118.92270.880.330.311.290.58

BRIT1217217111024.84871.950.310.241.490.60MeanAft67.2140.293.417.4118

BRIT121681389218.80865.260.420.160.710.31MaxAft8217111124.848

BRIT121591167711.75355.090.570.080.360.15

BRIT121551127712.7285pm43.810.720.060.270.12MeanBoundrIN62.0909090909120.545454545581.545454545514.3325454545

0.00

BRIT1212227251.0957am2.71.00-0.000.000.00

BRIT1214145420.81213.580.970.020.030.02MeanEve0000

BRIT1214775524.09324.990.910.030.090.04MaxEve0000

BRIT1215461581.39536.670.800.050.060.06

BRIT1216067631.42148.360.660.070.100.08MeanMor5363.856.41.8598

BRIT1216371671.57859.590.510.110.140.13MaxMor6375674.093

BRIT1216586703.09969.190.360.170.310