from: nilesh dighe ed wolfrum data date · 2010-10-22 · from: nilesh dighe to: ed wolfrum cc:...
TRANSCRIPT
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From: Nilesh DigheTo: Ed WolfrumCc: Bill RooneySubject: DATADate: Tuesday, November 03, 2009 2:57:11 PMAttachments: Bioenergy_Forage_Ed.xls
Scans_all.nirBioenergy_CAL.txtForage_CAL.txtBioenergy_Forage_Ed.ppt
Ed-
Attached are the files that you requested:
a) File: "Bioenergy_Forage_Ed" includes 1) Lab and predicted data for bioenergy and forage traits & 2)All the data from DairyOne
b) Scans_all.nir file includes scans for all the samples used in building Bioenergy and Forage models.These scans were collected on our instrument.
c) CAL files used in building Bioenergy and Forage models are attached as text files.
d) Power point summary of the models built and the correlations between the bioenergy and foragetraits.
Please let me know if you need any other data or clarifications.
Thanks.
Regards,Nilesh
mailto:[email protected]:[email protected]:[email protected]_Forage_lab_Pred
Sample No.ADF LabADF ANLNDF LabNDF ANLLignin LabLignin ANLGlucan LabGlucan ANLXylan LabXylan ANLSolubles LabSolubles ANL
07CMP-000145.548.46868.96313.8713.90231.0231.31317.3817.0722.1319.144
07CMP-000246.345.96664.165.76814.4412.80232.4428.3817.3616.56924.9623.416
07CMP-000345.646.13366.668.05911.2712.16435.3531.67119.8816.34615.6823.153
07CMP-000448.748.23571.469.08513.2914.429.0831.97417.3316.94626.0518.023
07CMP-000542.446.52458.766.09314.213.07231.5128.53317.1816.61826.7723.688
07CMP-000643.648.73867.269.45812.914.2930.3931.06417.4417.13530.6119.365
07CMP-000734.735.86654.555.70910.1611.36242.4838.66414.8914.12118.2920.09
07CMP-000933.136.2457.454.77812.8413.28835.3939.816.0514.62220.3316.674
07CMP-001041.239.1963.959.08213.1513.4334.1737.6515.9615.19623.6518.026
07CMP-001137.136.11253.455.13710.612.26139.2639.61515.2714.36720.3418.104
07CMP-001233.632.54956.851.89112.4712.31236.7340.26613.7313.75220.6119.29
07CMP-001333.534.28749.452.70212.5312.6343.4540.26512.6514.01819.5318.326
07CMP-001430.527.0434543.99410.559.90539.8941.99415.6612.35616.4220.517
07CMP-001532.134.31349.952.7349.2510.84343.8939.02513.4713.91419.4120.932
07CMP-001634.933.64453.152.50412.6212.53836.1239.63315.1214.04118.9419.586
07CMP-001735.535.76456.154.4499.749.8537.0637.45613.513.74722.621.504
07CMP-001830.233.72651.652.09211.5311.14240.938.37515.4813.72115.8519.806
07CMP-002035.133.7435252.29213.8412.55839.4839.614.9914.09113.8118.023
07CMP-002143.643.4676965.09814.0313.3434.5936.63717.8515.64118.9419.417
07CMP-002535.937.8095756.18112.0410.07930.6829.20715.9414.56526.8929.405
07CMP-002636.938.63962.259.15413.919.42232.5435.44414.5413.6924.2924.609
07CMP-002735.234.48255.651.40110.229.45526.8927.80912.3114.235.4431.435
07CMP-00283233.36850.650.4789.810.01624.7527.86112.4214.2140.1631.832
07CMP-002934.735.74253.255.78112.9512.59543.8839.67713.2214.30217.919.56
07CMP-003041.940.1460.960.27613.2211.81933.2435.35515.5614.86521.4220.976
07CMP-003231.631.94545.348.48810.139.85840.839.04312.5213.23822.1921.158
07CMP-003428.930.02343.647.65510.1510.93647.3940.05910.8313.03816.2820.247
07CMP-003557.156.74577.979.05613.7714.99330.9135.51815.3118.29926.9119.201
07CMP-003756.355.82380.278.39213.8913.63835.2835.30117.4317.92121.5619.436
07CMP-003958.756.68678.879.09416.8815.23835.6233.76818.8218.41416.920.863
07CMP-004158.358.7275.678.81214.9616.00535.1532.720.0918.816.9220.268
07CMP-004354.554.35874.374.26215.2414.94136.4730.16521.118.57613.4525.326
07CMP-004560.661.1218382.23113.4417.42336.2135.93419.719.26616.1715.843
07CMP-004658.357.69477.677.65115.4215.47435.6431.89719.4318.46916.7821.538
07CMP-004756.856.67980.676.45315.8516.00232.6833.61817.1118.54121.9519.154
07CMP-004956.859.26183.780.64415.8517.58533.5834.7718.0119.23717.416.37
07CMP-005460.958.32778.378.94714.415.33231.8533.74416.4218.67624.9220.17
07CMP-010155.153.68477.878.15613.6414.05936.4334.68820.517.5716.9321.244
07CMP-01025753.80181.279.41214.1814.25140.5334.06522.517.80415.7323.028
07CMP-010357.656.61879.483.31411.615.36233.5236.34518.7418.12622.6620.591
07CMP-010554.652.58975.776.98112.8113.7329.7234.67515.4217.41226.5421.136
07CMP-011055.555.73980.478.2317.4116.13936.6532.23419.0218.35514.7416.723
07CMP-012536.331.78153.751.64310.8310.43829.4931.51113.313.84438.1529.865
07CMP-012641.438.94462.559.89418.311.93133.7931.50518.815.19117.4126.99
07CMP-012736.636.99756.258.71211.511.67931.5132.03114.7414.76232.626.042
07CMP-012842.642.3863.863.5513.4313.06731.2332.47216.515.99128.0925.671
07CMP-012935.634.71258.156.33111.4810.59632.3831.1361614.35931.1329.735
07CMP-013049.548.9247472.02216.0215.20934.2734.63819.3617.05614.8819.364
07CMP-013732.433.65450.449.65917.8110.24333.2228.35616.8714.67119.9430.29
07CMP-015733.632.42853.553.0999.529.85724.927.26212.6314.13541.8936.049
07CMP-015835.636.35858.657.69511.7311.55427.5629.01215.4214.98735.7833.165
07CMP-016035.235.30456.256.76210.6110.59426.1528.74614.7214.56739.1632.965
07CMP-016133.932.74553.253.9149.849.826.0927.66213.7314.25839.5436.645
07CMP-016238.442.28464.263.82610.5912.98834.9531.11114.3215.9924.0925.99
07CMP-018346.856.52272.476.79416.3917.31731.8233.8618.1719.30224.1419.414
07CMP-0493-146.160.99584.685.92719.3719.87536.0936.27418.2520.08214.7519.828
07CMP-05055862.0186.984.99819.6519.90237.0937.87220.0720.21714.5410.35
07CMP-052558.857.95479.379.94418.5718.60835.234.14117.3419.82913.3617.681
07CMP-068057.560.75582.883.54819.1519.53536.1234.97220.0820.23420.4717.685
07CMP-0718-26056.2676.677.76918.317.23635.8737.00717.9918.80818.4514.889
07CMP-073550.347.99268.769.08314.9614.20131.2933.44116.4117.11912.5620.757
07CMP-117242.540.2615856.9611212.84828.3232.17614.1814.9620.218.33
07CMP-119742.341.05862.258.32612.812.4892829.55715.0915.14116.6318.396
08CMP-044049.753.2174.472.74417.4316.85929.5730.35318.8818.68423.1525.358
08CMP-044355.453.65274.473.95219.1618.03430.2533.1618.8218.70535.0324.845
08CMP-044549.953.02875.374.4517.3516.94332.7531.32219.2418.61233.5526.614
08CMP-045444.949.4867068.49616.3716.18427.7132.76318.1117.88534.3724.679
08CMP-047965.261.3188284.52220.6119.70534.3733.91920.6919.8730.7920.694
08CMP-04844445.4556164.00913.7213.79126.9527.29115.2217.1933.7430.869
08CMP-053155.153.84577.877.15816.7616.65533.132.61219.1418.59216.4623.089
08CMP-054961.158.31379.182.96517.9417.49634.6434.67919.0218.93515.8223.041
08CMP-056646.547.84263.265.84415.0415.54327.2428.46716.717.74718.7230.363
08CMP-057754.554.88375.475.69818.4317.8731.6932.46619.3519.08822.3622.403
08CMP-058155.853.78475.272.70317.8217.44329.0630.02418.7618.90511.0324.292
08CMP-060051.250.67671.270.14515.9316.01930.9230.89218.5918.23132.6426.772
08CMP-062852.152.02975.572.63616.7716.55635.5831.220.0318.39115.6224.437
08CMP-087134.233.39545.550.05311.711.45829.9230.30112.6213.5722.1221.318
08CMP-087730.931.54744.347.2710.3410.54531.2130.36811.5313.30420.523.248
08CMP-088539.238.2855.457.12810.5311.21725.3728.31114.3114.63414.224.519
08CMP-089135.434.52449.552.32310.6411.02329.3229.93712.2914.10421.9925.064
WetChem_DairyOne
CMP codeSample NumberDate PrintedMoistureDry MatterCrude ProteinAvailable ProteinADICPAdjusted Crude ProteinADFNDFNFCTDNNELNEMNEGRFVCalciumPhosphorusMagnesiumPotassiumSodiumIronZincCopperManganesePPM Molybdenum
07CMP-00011431587010/9/096.793.49.78.719.745.56814.3540.440.460.21730.310.160.33.550.005232175440.7
07CMP-00021431588010/9/096.793.39.18.119.146.364.118550.480.480.23770.290.140.283.160.004196175460.5
07CMP-00031431589010/9/095.794.38.17.50.78.145.666.616.6550.460.470.22750.270.130.252.970.003188155370.4
07CMP-00041431590010/9/096.793.37.86.817.848.771.412.7530.40.440.19660.280.120.272.560.004189155430.6
07CMP-00051431591010/9/09892.19.68.80.89.642.458.722.4570.530.510.26880.310.150.312.860.004202205460.7
07CMP-00061431592010/9/096.893.29.18.30.79.143.667.215.5550.450.470.22760.280.130.272.950.004193165440.5
07CMP-00071431593010/9/095.494.69.181.19.134.754.526.3580.550.530.271060.310.20.212.240.003163236460.3
07CMP-00091431594010/9/097.892.39.78.90.89.733.157.423.4570.540.520.261020.260.190.292.270.003164268490.6
07CMP-00101431595010/9/095.694.49.37.61.88.641.263.918.1550.470.470.22830.280.150.222.450.003177237480.5
07CMP-00111431596010/9/095.194.99.28.11.19.237.153.427.2580.560.530.281040.280.20.262.490.003257267570.2
07CMP-00121431597010/9/095.894.29.98.31.59.333.656.823.8570.530.510.261030.240.210.2620.003208247480.4
07CMP-00131431598010/9/096.593.59.68.51.19.633.549.430.3590.590.550.31180.270.20.242.070.003172228500.5
07CMP-00141431599010/9/095.994.29.890.89.830.54534610.620.580.321350.230.230.241.910.003183267420.6
07CMP-00151431600010/9/095.694.410.39.11.210.332.149.929.4590.580.550.291190.290.210.272.50.003222267500.8
07CMP-00161431601010/9/095.494.6108.71.31034.953.126.9580.560.530.281080.250.190.262.070.003219217470.6
07CMP-00171431602010/9/096.693.410.89.51.310.835.556.123.9570.540.520.261020.330.20.272.240.003209267640.4
07CMP-00181431603010/9/096949.68.619.630.251.628.5590.570.540.291180.270.240.191.930.003211256410.5
07CMP-00201431604010/9/096.893.210.48.32.19.335.15227.6570.560.530.271100.270.230.272.130.003189267470.5
07CMP-00211431605010/9/095.794.39.38.40.99.343.66913.7540.430.460.21740.260.140.222.560.003147216470.3
07CMP-00251431606010/9/097937.96.917.935.95725570.530.510.26990.210.10.232.010.004166155360.6
07CMP-07351433658010/14/094.195.92.7not requestednot requested2.750.368.718.7530.420.440.19670.150.10.051.390.00698153100.3
07CMP-11721433659010/14/097.492.612.5not requestednot requested12.542.55821.2560.520.50.24890.410.330.231.890.0113524216852.8
07CMP-11971433660010/14/097.492.613.9not requestednot requested13.942.362.216.7550.490.480.22840.430.370.32.160.00829839161012.4
08CMP-04401433661010/14/096.593.58.5not requestednot requested8.549.774.49.9520.350.410.17630.510.110.272.060.00396427370.7
08CMP-04431433662010/15/097.992.17.6not requestednot requested7.655.474.410.5520.350.410.17570.360.150.272.040.00382458360.5
08CMP-04451433663010/14/096.393.76.3not requestednot requested6.349.975.310.5520.340.410.16620.480.110.271.680.00358366300.7
08CMP-04541433664010/14/098928not requestednot requested844.97014530.410.430.19720.460.20.293.480.00387368271
08CMP-04791433665010/14/097.492.66.1not requestednot requested6.165.2824.9500.20.380.13430.370.090.111.50.00574274190.3
08CMP-04841433666010/14/099.390.75.6not requestednot requested5.6446123.3550.490.480.23830.460.120.221.580.00233273190.8
08CMP-05311433667010/14/096.493.63not requestednot requested355.177.810.6510.290.390.15550.250.050.110.680.00233122130.4
08CMP-05491433668010/14/096.393.78.7not requestednot requested8.761.179.15.7510.270.390.14490.560.060.273.330.00493386240.6
08CMP-05661433669010/14/099.790.38.6not requestednot requested8.646.563.219.4550.480.470.22770.670.180.372.830.00271494290.8
08CMP-05771433670010/14/097.692.54.5not requestednot requested4.554.575.411.7520.340.410.16570.580.130.290.80.00241463390.9
08CMP-05811433671010/14/099.190.98.8not requestednot requested8.855.875.29520.340.410.16560.780.150.321.750.00484476291
08CMP-06001433672010/14/097.192.97.2not requestednot requested7.251.271.213.5530.390.430.18640.440.220.332.190.00252488280.8
08CMP-06281433673010/14/097934.9not requestednot requested4.952.175.511.4520.330.410.16600.560.090.30.680.00446275300.9
08CMP-08711433674010/14/095.494.67.6not requestednot requested7.634.245.535.3590.60.560.31270.390.150.231.280.007122298321.2
08CMP-08771433675010/14/096.493.67.6not requestednot requested7.630.944.336.3600.610.560.311360.410.180.21.580.011263610311.5
08CMP-08851433676010/14/095.394.75not requestednot requested539.255.428.5570.540.50.25980.420.140.171.770.006115287350.8
08CMP-08911433677010/14/095.494.65.9not requestednot requested5.935.449.532.9580.580.540.281150.290.140.171.610.007114216250.8
07CMP-00261432270010/13/098.891.29.17.81.49.136.962.219.7550.490.480.23900.230.150.251.830.008211227460.8
07CMP-00271432271010/13/097.992.17.96.81.17.935.255.626.2570.540.520.271030.280.120.281.820.006176185390.5
07CMP-00281432272010/13/099.390.87.97.10.87.93250.630.5590.580.550.291180.270.120.241.710.006186164440.4
07CMP-00291432273010/14/096.693.410.38.51.89.534.753.226.7570.560.530.271080.230.190.251.890.005208226470.6
07CMP-00301432274010/13/096.693.41081.9941.960.920.3550.50.480.23860.280.150.252.540.005204207450.1
07CMP-00321432275010/13/096.493.710.88.91.99.931.645.333.1590.610.560.311320.290.220.292.140.002201299570.3
07CMP-00341432276010/13/096.693.410.58.91.69.928.943.634.7600.620.580.321420.220.270.221.670.003279298510.1
07CMP-00351432277010/13/095.694.44.93.71.34.957.177.99510.30.40.16530.360.090.151.930.00671166230.2
07CMP-00371432278010/13/095.694.45.24.11.15.256.380.27510.250.40.15520.370.090.11.880.00782156210.2
07CMP-00391432279010/13/0969442.91.1458.778.88.9510.280.40.15510.290.060.091.290.0055995130.2
07CMP-00411432280010/14/095.894.24.33.50.84.358.375.611.4520.340.420.17530.230.150.121.450.00349144170.5
07CMP-00431432281010/13/097.592.5651654.574.311.4520.360.430.18580.260.110.081.640.0053154150
07CMP-00451432282010/13/096.993.143.20.8460.6835.3500.180.380.14470.220.160.111.480.00356124170.6
07CMP-00461432283010/13/096.893.24.63.70.94.658.377.69.6520.30.410.16520.250.210.141.480.002237389230.4
07CMP-00471432284010/13/097.592.54.53.80.74.556.880.67.1510.240.40.15520.230.170.121.580.002117156210.5
07CMP-00491432285010/13/096.193.93.22.60.63.256.883.75.2500.160.380.14500.20.10.11.220.00551134170.3
07CMP-00541432286010/13/095.594.542.91.1460.978.39.4510.290.40.16490.290.10.082.050.00651196180.1
07CMP-01011432287010/13/095.894.27.66.21.47.655.177.87.4510.30.410.16550.380.180.192.340.0062631677280.7
07CMP-01021432288010/13/095.494.66.25.316.25781.25.4510.230.390.15510.320.150.142.320.0064141116210.8
07CMP-01031432289010/13/095.794.36.95.71.26.957.679.46.5510.270.40.15520.30.110.141.930.0073651327210.6
07CMP-01051433393010/16/095.494.68.1not requestednot requested8.154.675.79520.330.410.16570.410.180.172.370.0122581018261.1
07CMP-01101433394010/13/097937.2not requestednot requested7.255.580.45.6500.240.380.14530.350.180.152.230.008258258231
07CMP-01251433395010/13/094.995.14.9not requestednot requested4.936.353.730570.550.510.261050.150.140.110.850.006167236160.8
07CMP-01261433396010/13/095.294.94.1not requestednot requested4.141.462.523.1550.480.470.22840.180.090.090.880.006192246180.5
07CMP-01271433397010/13/091.198.93.8not requestednot requested3.836.656.228.6560.530.50.251000.110.090.090.850.00586154170.7
07CMP-01281433398010/13/096.193.93.8not requestednot requested3.842.663.822.1540.470.460.21810.180.070.0710.00685256171.2
07CMP-01291433399010/13/092.297.84not requestednot requested435.658.126.8560.520.490.24980.180.090.090.80.00590216241.1
07CMP-01301433400010/13/095.394.74.1not requestednot requested4.149.57413.2520.360.410.17630.140.080.080.720.005114194210.7
07CMP-01371433401010/13/098.591.56.7not requestednot requested6.732.450.431.7580.570.530.281170.210.140.172.530.004175125320.4
07CMP-01571433402010/13/096.693.44.6not requestednot requested4.633.653.530.5570.550.510.261090.210.110.140.820.006315246220.8
07CMP-01581433403010/13/096.393.84.3not requestednot requested4.335.658.626.2560.510.490.24970.180.10.10.720.004180277200.6
07CMP-01601433404010/13/095.794.43.6not requestednot requested3.635.256.228.7560.530.50.251020.260.070.080.920.005210257190.6
07CMP-01611433405010/13/096.293.84.5not requestednot requested4.533.953.230.7570.550.520.261090.220.130.110.810.005243306240.8
07CMP-01621433406010/13/095.694.43.6not requestednot requested3.638.464.221.9540.470.460.21860.190.090.10.910.005156273190.9
07CMP-01831433407010/13/096.993.14.4not requestednot requested4.446.872.414.4520.380.420.17670.210.140.140.980.00633152201.1
07CMP-0493-11433408010/13/097.392.73.3not requestednot requested3.346.184.64.6490.120.360.12580.180.10.150.850.0042952200.6
07CMP-05051433409010/13/099915not requestednot requested55886.91.5490.030.350.11470.220.110.190.450.005204134180.8
07CMP-05251433410010/13/097.192.93.7not requestednot requested3.758.879.38.9510.270.390.14510.220.180.061.70.0053715370.9
07CMP-06801433411010/13/097.792.32.9not requestednot requested2.957.582.86.4500.180.370.13500.130.170.071.450.00777193101.1
07CMP-0718-21433412010/13/09892.13not requestednot requested36076.611.6510.320.40.15510.240.070.080.960.01235062130.3
File Name: C:\DOCUMENTS AND SETTINGS\ADMINISTRATOR\MY DOCUMENTS\MODELS\BIOENERGY MODEL\SCANS_AVG_SORT.CAL Spectra and Constituent Data FileFile Date: Mon Oct 05 07:05:32 2009Last Update: Tue Nov 03 06:04:42 2009File ID: Generated by ISIscan!Master No: 30100837 Instrument Model: XDSSerial No: 30100837 Samples: 97Deleted: 0 Constituents: 4No. Data Points: 1050 Moisture Basis Dry MatterSegment 1 400-1098,2 Segment 2 1100-2498,2
"Position", "Sample Number", "Lignin", "Glucan", "Xylan", "Soluble",1, "07CMP-0001", 13.8669996, 31.0200005, 17.3759995, 22.1320000,2, "07CMP-0002", 14.4370003, 32.4420013, 17.3589993, 24.9610004,3, "07CMP-0003", 11.2749996, 35.3479996, 19.8780003, 15.6840000,4, "07CMP-0004", 13.2939997, 29.0790005, 17.3279991, 26.0480003,5, "07CMP-0005", 14.1990004, 31.5060005, 17.1840000, 26.7670002,6, "07CMP-0006", 12.9020004, 30.3939991, 17.4389992, 30.6130009,7, "07CMP-0007", 10.1569996, 42.4760017, 14.8929996, 18.2929993,8, "07CMP-0009", 12.8400002, 35.3899994, 16.0499992, 20.3299999,9, "07CMP-0010", 13.1470003, 34.1650009, 15.9569998, 23.6490002,10, "07CMP-0011", 10.6009998, 39.2630005, 15.2709999, 20.3369999,11, "07CMP-0012", 12.4729996, 36.7340012, 13.7259998, 20.6119995,12, "07CMP-0013", 12.5340004, 43.4449997, 12.6529999, 19.5259991,13, "07CMP-0014", 10.5500002, 39.8899994, 15.6599998, 16.4200001,14, "07CMP-0015", 9.2489996, 43.8950005, 13.4720001, 19.4109993,15, "07CMP-0016", 12.6239996, 36.1189995, 15.1180000, 18.9449997,16, "07CMP-0017", 9.7449999, 37.0559998, 13.5019999, 22.6040001,17, "07CMP-0018", 11.5299997, 40.9000015, 15.4799995, 15.8500004,18, "07CMP-0020", 13.8360004, 39.4809990, 14.9910002, 13.8140001,19, "07CMP-0021", 14.0260000, 34.5950012, 17.8500004, 18.9410000,20, "07CMP-0025", 12.0439997, 30.6809998, 15.9420004, 26.8920002,21, "07CMP-0026", 13.9069996, 32.5379982, 14.5439997, 24.2859993,22, "07CMP-0027", 10.2180004, 26.8869991, 12.3090000, 35.4430008,23, "07CMP-0028", 9.8020000, 24.7530003, 12.4200001, 40.1559982,24, "07CMP-0029", 12.9469995, 43.8839989, 13.2189999, 17.9039993,25, "07CMP-0030", 13.2200003, 33.2400017, 15.5600004, 21.4200001,26, "07CMP-0032", 10.1339998, 40.8030014, 12.5179996, 22.1860008,27, "07CMP-0034", 10.1450005, 47.3950005, 10.8249998, 16.2759991,28, "07CMP-0035", 13.7690001, 30.9130001, 15.3140001, 26.9120007,29, "07CMP-0037", 13.8900003, 35.2799988, 17.4300003, 21.5599995,30, "07CMP-0039", 16.8759995, 35.6199989, 18.8220005, 16.9009991,31, "07CMP-0041", 14.9600000, 35.1529999, 20.0849991, 16.9169998,32, "07CMP-0042", 13.2900000, 38.1500015, 20.7099991, 15.1300001,33, "07CMP-0043", 15.2370005, 36.4739990, 21.0970001, 13.4480000,34, "07CMP-0044", 14.3599997, 37.1699982, 20.9799995, 14.8699999,35, "07CMP-0045", 13.4350004, 36.2120018, 19.6980000, 16.1720009,36, "07CMP-0046", 15.4200001, 35.6399994, 19.4300003, 16.7800007,37, "07CMP-0047", 15.8540001, 32.6809998, 17.1130009, 21.9489994,38, "07CMP-0049", 15.8509998, 33.5820007, 18.0049992, 17.3959999,39, "07CMP-0054", 14.4020004, 31.8549995, 16.4220009, 24.9190006,40, "07CMP-0082", 14.3249998, 36.2770004, 20.7479992, 15.7049999,41, "07CMP-0083", 16.9020004, 31.7049999, 17.4109993, 21.6459999,42, "07CMP-0084", 17.2630005, 33.7719994, 18.9529991, 18.0690002,43, "07CMP-0086", 10.5909996, 26.1609993, 12.1590004, 37.8009987,44, "07CMP-0101", 13.6420002, 36.4309998, 20.4950008, 16.9349995,45, "07CMP-0102", 14.1770000, 40.5299988, 22.4990005, 15.7320004,46, "07CMP-0103", 11.5970001, 33.5149994, 18.7350006, 22.6599998,47, "07CMP-0105", 12.8090000, 29.7240009, 15.4180002, 26.5419998,48, "07CMP-0107", 13.1529999, 37.8919983, 20.7600002, 15.5030003,49, "07CMP-0110", 17.4080009, 36.6489983, 19.0200005, 14.7410002,50, "07CMP-0125", 10.8260002, 29.4909992, 13.3039999, 38.1500015,51, "07CMP-0126", 18.3040009, 33.7919998, 18.8010006, 17.4090004,52, "07CMP-0127", 11.4949999, 31.5119991, 14.7419996, 32.5979996,53, "07CMP-0128", 13.4259996, 31.2259998, 16.5049992, 28.0930004,54, "07CMP-0129", 11.4809999, 32.3769989, 15.9969997, 31.1289997,55, "07CMP-0130", 16.0200005, 34.2700005, 19.3600006, 14.8800001,56, "07CMP-0137", 17.8080006, 33.2239990, 16.8689995, 19.9449997,57, "07CMP-0157", 9.5220003, 24.8999996, 12.6339998, 41.8919983,58, "07CMP-0158", 11.7340002, 27.5580006, 15.4160004, 35.7820015,59, "07CMP-0160", 10.6099997, 26.1529999, 14.7229996, 39.1559982,60, "07CMP-0161", 9.8400002, 26.0900002, 13.7299995, 39.5400009,61, "07CMP-0162", 10.5950003, 34.9510002, 14.3179998, 24.0879993,62, "07CMP-0172", 9.4540005, 21.9090004, 12.0019999, 43.9700012,63, "07CMP-0174", 10.2180004, 25.5650005, 12.9709997, 39.1730003,64, "07CMP-0175", 12.6120005, 26.1620007, 15.8470001, 29.9909992,65, "07CMP-0176", 11.3039999, 23.7800007, 13.7119999, 38.6430016,66, "07CMP-0177", 11.8000002, 26.3700008, 16.8199997, 29.5200005,67, "07CMP-0183", 16.3950005, 31.8220005, 18.1690006, 24.1399994,68, "07CMP-0493-1", 19.3670006, 36.0940018, 18.2509995, 14.7469997,69, "07CMP-0505", 19.6529999, 37.0909996, 20.0669994, 14.5410004,70, "07CMP-0525", 18.5720005, 35.1990013, 17.3409996, 13.3640003,71, "07CMP-0680", 19.1469994, 36.1240005, 20.0799999, 20.4740009,72, "07CMP-0718-2", 18.2970009, 35.8709984, 17.9869995, 18.4519997,73, "07CMP-0735", 14.9549999, 31.2919998, 16.4139996, 12.5579996,74, "07CMP-1172", 11.9969997, 28.3160000, 14.1809998, 20.2010002,75, "07CMP-1197", 12.8020000, 28.0020008, 15.0939999, 16.6299992,76, "07CMP-1402", 11.8780003, 24.4260006, 14.4899998, 17.1299992,77, "07CMP-1416", 11.5889997, 25.1229992, 13.9169998, 16.6280003,78, "07CMP-1536", 14.7060003, 29.4939995, 13.0080004, 29.4960003,79, "07CMP-1537", 10.6730003, 26.3419991, 12.9289999, 28.5319996,80, "08CMP-0440", 17.4330006, 29.5690002, 18.8780003, 23.1509991,81, "08CMP-0443", 19.1580009, 30.2530003, 18.8220005, 35.0349998,82, "08CMP-0445", 17.3479996, 32.7470016, 19.2439995, 33.5530014,83, "08CMP-0454", 16.3740005, 27.7099991, 18.1089993, 34.3660011,84, "08CMP-0479", 20.6110001, 34.3660011, 20.6860008, 30.7880001,85, "08CMP-0484", 13.7229996, 26.9480000, 15.2220001, 33.7400017,86, "08CMP-0512", 18.9319992, 30.8759995, 18.9799995, 17.3279991,87, "08CMP-0531", 16.7570000, 33.0950012, 19.1429996, 16.4549999,88, "08CMP-0549", 17.9349995, 34.6389999, 19.0170002, 15.8190002,89, "08CMP-0566", 15.0369997, 27.2369995, 16.6970005, 18.7250004,90, "08CMP-0577", 18.4309998, 31.6860008, 19.3479996, 22.3560009,91, "08CMP-0581", 17.8239994, 29.0569992, 18.7639999, 11.0279999,92, "08CMP-0600", 15.9329996, 30.9190006, 18.5939999, 32.6370010,93, "08CMP-0628", 16.7649994, 35.5820007, 20.0249996, 15.6190004,94, "08CMP-0871", 11.7040005, 29.9160004, 12.6250000, 22.1170006,95, "08CMP-0877", 10.3439999, 31.2099991, 11.5279999, 20.5030003,96, "08CMP-0885", 10.5340004, 25.3740005, 14.3059998, 14.2019997,97, "08CMP-0891", 10.6420002, 29.3230000, 12.2860003, 21.9890003,
File Name: C:\DOCUMENTS AND SETTINGS\ADMINISTRATOR\MY DOCUMENTS\MODELS\FORAGE\SCANS_AVG.CAL Spectra and Constituent Data FileFile Date: Tue Oct 20 07:30:25 2009Last Update: Tue Nov 03 14:29:06 2009File ID: Generated by ISIscan!Master No: 30100837 Instrument Model: XDSSerial No: 30100837 Samples: 80Deleted: 0 Constituents: 24No. Data Points: 1050 Moisture Basis Dry MatterSegment 1 400-1098,2 Segment 2 1100-2498,2
"Position", "Sample Number", "Moisture", "Dry Matter", "Crude Protein", "Available ProteiADICP","ADICP", "Adjusted Crude PADF","ADF", "NDF", "NFC", "TDN", "NEL", "NEM", "NEG", "RFV", "Calcium", "Phosphorus", "Magnesium", "Potassium", "Sodium", "Iron", "Zinc", "Copper", "Manganese", "PPM Molybdenum",1, "07CMP-0001", 6.6999998, 93.4000015, 9.6999998, 8.6999998, 1.0000000, 9.6999998, 45.5000000, 68.0000000, 14.3000002, 54.0000000, 0.4400000, 0.4600000, 0.2100000, 73.0000000, 0.3100000, 0.1600000, 0.3000000, 3.5500000, 0.0050000, 232.0000000, 17.0000000, 5.0000000, 44.0000000, 0.7000000,2, "07CMP-0002", 6.6999998, 93.3000031, 9.1000004, 8.1000004, 1.0000000, 9.1000004, 46.2999992, 64.0999985, 18.0000000, 55.0000000, 0.4800000, 0.4800000, 0.2300000, 77.0000000, 0.2900000, 0.1400000, 0.2800000, 3.1600001, 0.0040000, 196.0000000, 17.0000000, 5.0000000, 46.0000000, 0.5000000,3, "07CMP-0003", 5.6999998, 94.3000031, 8.1000004, 7.5000000, 0.7000000, 8.1000004, 45.5999985, 66.5999985, 16.6000004, 55.0000000, 0.4600000, 0.4700000, 0.2200000, 75.0000000, 0.2700000, 0.1300000, 0.2500000, 2.9700000, 0.0030000, 188.0000000, 15.0000000, 5.0000000, 37.0000000, 0.4000000,4, "07CMP-0004", 6.6999998, 93.3000031, 7.8000002, 6.8000002, 1.0000000, 7.8000002, 48.7000008, 71.4000015, 12.6999998, 53.0000000, 0.4000000, 0.4400000, 0.1900000, 66.0000000, 0.2800000, 0.1200000, 0.2700000, 2.5599999, 0.0040000, 189.0000000, 15.0000000, 5.0000000, 43.0000000, 0.6000000,5, "07CMP-0005", 8.0000000, 92.0999985, 9.6000004, 8.8000002, 0.8000000, 9.6000004, 42.4000015, 58.7000008, 22.3999996, 57.0000000, 0.5300000, 0.5100000, 0.2600000, 88.0000000, 0.3100000, 0.1500000, 0.3100000, 2.8599999, 0.0040000, 202.0000000, 20.0000000, 5.0000000, 46.0000000, 0.7000000,6, "07CMP-0006", 6.8000002, 93.1999969, 9.1000004, 8.3000002, 0.7000000, 9.1000004, 43.5999985, 67.1999969, 15.5000000, 55.0000000, 0.4500000, 0.4700000, 0.2200000, 76.0000000, 0.2800000, 0.1300000, 0.2700000, 2.9500000, 0.0040000, 193.0000000, 16.0000000, 5.0000000, 44.0000000, 0.5000000,7, "07CMP-0007", 5.4000001, 94.5999985, 9.1000004, 8.0000000, 1.1000000, 9.1000004, 34.7000008, 54.5000000, 26.2999992, 58.0000000, 0.5500000, 0.5300000, 0.2700000, 106.0000000, 0.3100000, 0.2000000, 0.2100000, 2.2400000, 0.0030000, 163.0000000, 23.0000000, 6.0000000, 46.0000000, 0.3000000,8, "07CMP-0009", 7.8000002, 92.3000031, 9.6999998, 8.8999996, 0.8000000, 9.6999998, 33.0999985, 57.4000015, 23.3999996, 57.0000000, 0.5400000, 0.5200000, 0.2600000, 102.0000000, 0.2600000, 0.1900000, 0.2900000, 2.2700000, 0.0030000, 164.0000000, 26.0000000, 8.0000000, 49.0000000, 0.6000000,9, "07CMP-0010", 5.5999999, 94.4000015, 9.3000002, 7.5999999, 1.8000000, 8.6000004, 41.2000008, 63.9000015, 18.1000004, 55.0000000, 0.4700000, 0.4700000, 0.2200000, 83.0000000, 0.2800000, 0.1500000, 0.2200000, 2.4500000, 0.0030000, 177.0000000, 23.0000000, 7.0000000, 48.0000000, 0.5000000,10, "07CMP-0011", 5.0999999, 94.9000015, 9.1999998, 8.1000004, 1.1000000, 9.1999998, 37.0999985, 53.4000015, 27.2000008, 58.0000000, 0.5600000, 0.5300000, 0.2800000, 104.0000000, 0.2800000, 0.2000000, 0.2600000, 2.4900000, 0.0030000, 257.0000000, 26.0000000, 7.0000000, 57.0000000, 0.2000000,11, "07CMP-0012", 5.8000002, 94.1999969, 9.8999996, 8.3000002, 1.5000000, 9.3000002, 33.5999985, 56.7999992, 23.7999992, 57.0000000, 0.5300000, 0.5100000, 0.2600000, 103.0000000, 0.2400000, 0.2100000, 0.2600000, 2.0000000, 0.0030000, 208.0000000, 24.0000000, 7.0000000, 48.0000000, 0.4000000,12, "07CMP-0013", 6.5000000, 93.5000000, 9.6000004, 8.5000000, 1.1000000, 9.6000004, 33.5000000, 49.4000015, 30.2999992, 59.0000000, 0.5900000, 0.5500000, 0.3000000, 118.0000000, 0.2700000, 0.2000000, 0.2400000, 2.0699999, 0.0030000, 172.0000000, 22.0000000, 8.0000000, 50.0000000, 0.5000000,13, "07CMP-0014", 5.9000001, 94.1999969, 9.8000002, 9.0000000, 0.8000000, 9.8000002, 30.5000000, 45.0000000, 34.0000000, 61.0000000, 0.6200000, 0.5800000, 0.3200000, 135.0000000, 0.2300000, 0.2300000, 0.2400000, 1.9100000, 0.0030000, 183.0000000, 26.0000000, 7.0000000, 42.0000000, 0.6000000,14, "07CMP-0015", 5.5999999, 94.4000015, 10.3000002, 9.1000004, 1.2000000, 10.3000002, 32.0999985, 49.9000015, 29.3999996, 59.0000000, 0.5800000, 0.5500000, 0.2900000, 119.0000000, 0.2900000, 0.2100000, 0.2700000, 2.5000000, 0.0030000, 222.0000000, 26.0000000, 7.0000000, 50.0000000, 0.8000000,15, "07CMP-0016", 5.4000001, 94.5999985, 10.0000000, 8.6999998, 1.3000000, 10.0000000, 34.9000015, 53.0999985, 26.8999996, 58.0000000, 0.5600000, 0.5300000, 0.2800000, 108.0000000, 0.2500000, 0.1900000, 0.2600000, 2.0699999, 0.0030000, 219.0000000, 21.0000000, 7.0000000, 47.0000000, 0.6000000,16, "07CMP-0017", 6.5999999, 93.4000015, 10.8000002, 9.5000000, 1.3000000, 10.8000002, 35.5000000, 56.0999985, 23.8999996, 57.0000000, 0.5400000, 0.5200000, 0.2600000, 102.0000000, 0.3300000, 0.2000000, 0.2700000, 2.2400000, 0.0030000, 209.0000000, 26.0000000, 7.0000000, 64.0000000, 0.4000000,17, "07CMP-0018", 6.0000000, 94.0000000, 9.6000004, 8.6000004, 1.0000000, 9.6000004, 30.2000008, 51.5999985, 28.5000000, 59.0000000, 0.5700000, 0.5400000, 0.2900000, 118.0000000, 0.2700000, 0.2400000, 0.1900000, 1.9299999, 0.0030000, 211.0000000, 25.0000000, 6.0000000, 41.0000000, 0.5000000,18, "07CMP-0020", 6.8000002, 93.1999969, 10.3999996, 8.3000002, 2.0999999, 9.3000002, 35.0999985, 52.0000000, 27.6000004, 57.0000000, 0.5600000, 0.5300000, 0.2700000, 110.0000000, 0.2700000, 0.2300000, 0.2700000, 2.1300001, 0.0030000, 189.0000000, 26.0000000, 7.0000000, 47.0000000, 0.5000000,19, "07CMP-0021", 5.6999998, 94.3000031, 9.3000002, 8.3999996, 0.9000000, 9.3000002, 43.5999985, 69.0000000, 13.6999998, 54.0000000, 0.4300000, 0.4600000, 0.2100000, 74.0000000, 0.2600000, 0.1400000, 0.2200000, 2.5599999, 0.0030000, 147.0000000, 21.0000000, 6.0000000, 47.0000000, 0.3000000,20, "07CMP-0025", 7.0000000, 93.0000000, 7.9000001, 6.9000001, 1.0000000, 7.9000001, 35.9000015, 57.0000000, 25.0000000, 57.0000000, 0.5300000, 0.5100000, 0.2600000, 99.0000000, 0.2100000, 0.1000000, 0.2300000, 2.0100000, 0.0040000, 166.0000000, 15.0000000, 5.0000000, 36.0000000, 0.6000000,21, "07CMP-0026", 8.8000002, 91.1999969, 9.1000004, 7.8000002, 1.4000000, 9.1000004, 36.9000015, 62.2000008, 19.7000008, 55.0000000, 0.4900000, 0.4800000, 0.2300000, 90.0000000, 0.2300000, 0.1500000, 0.2500000, 1.8300000, 0.0080000, 211.0000000, 22.0000000, 7.0000000, 46.0000000, 0.8000000,22, "07CMP-0027", 7.9000001, 92.0999985, 7.9000001, 6.8000002, 1.1000000, 7.9000001, 35.2000008, 55.5999985, 26.2000008, 57.0000000, 0.5400000, 0.5200000, 0.2700000, 103.0000000, 0.2800000, 0.1200000, 0.2800000, 1.8200001, 0.0060000, 176.0000000, 18.0000000, 5.0000000, 39.0000000, 0.5000000,23, "07CMP-0028", 9.3000002, 90.8000031, 7.9000001, 7.0999999, 0.8000000, 7.9000001, 32.0000000, 50.5999985, 30.5000000, 59.0000000, 0.5800000, 0.5500000, 0.2900000, 118.0000000, 0.2700000, 0.1200000, 0.2400000, 1.7100000, 0.0060000, 186.0000000, 16.0000000, 4.0000000, 44.0000000, 0.4000000,24, "07CMP-0029", 6.5999999, 93.4000015, 10.3000002, 8.5000000, 1.8000000, 9.5000000, 34.7000008, 53.2000008, 26.7000008, 57.0000000, 0.5600000, 0.5300000, 0.2700000, 108.0000000, 0.2300000, 0.1900000, 0.2500000, 1.8900000, 0.0050000, 208.0000000, 22.0000000, 6.0000000, 47.0000000, 0.6000000,25, "07CMP-0030", 6.5999999, 93.4000015, 10.0000000, 8.0000000, 1.9000000, 9.0000000, 41.9000015, 60.9000015, 20.2999992, 55.0000000, 0.5000000, 0.4800000, 0.2300000, 86.0000000, 0.2800000, 0.1500000, 0.2500000, 2.5400000, 0.0050000, 204.0000000, 20.0000000, 7.0000000, 45.0000000, 0.1000000,26, "07CMP-0032", 6.4000001, 93.6999969, 10.8000002, 8.8999996, 1.9000000, 9.8999996, 31.6000004, 45.2999992, 33.0999985, 59.0000000, 0.6100000, 0.5600000, 0.3100000, 132.0000000, 0.2900000, 0.2200000, 0.2900000, 2.1400001, 0.0020000, 201.0000000, 29.0000000, 9.0000000, 57.0000000, 0.3000000,27, "07CMP-0034", 6.5999999, 93.4000015, 10.5000000, 8.8999996, 1.6000000, 9.8999996, 28.8999996, 43.5999985, 34.7000008, 60.0000000, 0.6200000, 0.5800000, 0.3200000, 142.0000000, 0.2200000, 0.2700000, 0.2200000, 1.6700000, 0.0030000, 279.0000000, 29.0000000, 8.0000000, 51.0000000, 0.1000000,28, "07CMP-0035", 5.5999999, 94.4000015, 4.9000001, 3.7000000, 1.3000000, 4.9000001, 57.0999985, 77.9000015, 9.0000000, 51.0000000, 0.3000000, 0.4000000, 0.1600000, 53.0000000, 0.3600000, 0.0900000, 0.1500000, 1.9299999, 0.0060000, 71.0000000, 16.0000000, 6.0000000, 23.0000000, 0.2000000,29, "07CMP-0037", 5.5999999, 94.4000015, 5.1999998, 4.0999999, 1.1000000, 5.1999998, 56.2999992, 80.1999969, 7.0000000, 51.0000000, 0.2500000, 0.4000000, 0.1500000, 52.0000000, 0.3700000, 0.0900000, 0.1000000, 1.8800000, 0.0070000, 82.0000000, 15.0000000, 6.0000000, 21.0000000, 0.2000000,30, "07CMP-0039", 6.0000000, 94.0000000, 4.0000000, 2.9000001, 1.1000000, 4.0000000, 58.7000008, 78.8000031, 8.8999996, 51.0000000, 0.2800000, 0.4000000, 0.1500000, 51.0000000, 0.2900000, 0.0600000, 0.0900000, 1.2900000, 0.0050000, 59.0000000, 9.0000000, 5.0000000, 13.0000000, 0.2000000,31, "07CMP-0041", 5.8000002, 94.1999969, 4.3000002, 3.5000000, 0.8000000, 4.3000002, 58.2999992, 75.5999985, 11.3999996, 52.0000000, 0.3400000, 0.4200000, 0.1700000, 53.0000000, 0.2300000, 0.1500000, 0.1200000, 1.4500000, 0.0030000, 49.0000000, 14.0000000, 4.0000000, 17.0000000, 0.5000000,32, "07CMP-0043", 7.5000000, 92.5000000, 6.0000000, 5.0000000, 1.0000000, 6.0000000, 54.5000000, 74.3000031, 11.3999996, 52.0000000, 0.3600000, 0.4300000, 0.1800000, 58.0000000, 0.2600000, 0.1100000, 0.0800000, 1.6400000, 0.0050000, 31.0000000, 5.0000000, 4.0000000, 15.0000000, 0.0000000,33, "07CMP-0045", 6.9000001, 93.0999985, 4.0000000, 3.2000000, 0.8000000, 4.0000000, 60.5999985, 83.0000000, 5.3000002, 50.0000000, 0.1800000, 0.3800000, 0.1400000, 47.0000000, 0.2200000, 0.1600000, 0.1100000, 1.4800000, 0.0030000, 56.0000000, 12.0000000, 4.0000000, 17.0000000, 0.6000000,34, "07CMP-0046", 6.8000002, 93.1999969, 4.5999999, 3.7000000, 0.9000000, 4.5999999, 58.2999992, 77.5999985, 9.6000004, 52.0000000, 0.3000000, 0.4100000, 0.1600000, 52.0000000, 0.2500000, 0.2100000, 0.1400000, 1.4800000, 0.0020000, 237.0000000, 38.0000000, 9.0000000, 23.0000000, 0.4000000,35, "07CMP-0047", 7.5000000, 92.5000000, 4.5000000, 3.8000000, 0.7000000, 4.5000000, 56.7999992, 80.5999985, 7.0999999, 51.0000000, 0.2400000, 0.4000000, 0.1500000, 52.0000000, 0.2300000, 0.1700000, 0.1200000, 1.5800000, 0.0020000, 117.0000000, 15.0000000, 6.0000000, 21.0000000, 0.5000000,36, "07CMP-0049", 6.0999999, 93.9000015, 3.2000000, 2.5999999, 0.6000000, 3.2000000, 56.7999992, 83.6999969, 5.1999998, 50.0000000, 0.1600000, 0.3800000, 0.1400000, 50.0000000, 0.2000000, 0.1000000, 0.1000000, 1.2200000, 0.0050000, 51.0000000, 13.0000000, 4.0000000, 17.0000000, 0.3000000,37, "07CMP-0054", 5.5000000, 94.5000000, 4.0000000, 2.9000001, 1.1000000, 4.0000000, 60.9000015, 78.3000031, 9.3999996, 51.0000000, 0.2900000, 0.4000000, 0.1600000, 49.0000000, 0.2900000, 0.1000000, 0.0800000, 2.0500000, 0.0060000, 51.0000000, 19.0000000, 6.0000000, 18.0000000, 0.1000000,38, "07CMP-0101", 5.8000002, 94.1999969, 7.5999999, 6.1999998, 1.4000000, 7.5999999, 55.0999985, 77.8000031, 7.4000001, 51.0000000, 0.3000000, 0.4100000, 0.1600000, 55.0000000, 0.3800000, 0.1800000, 0.1900000, 2.3399999, 0.0060000, 263.0000000, 167.0000000, 7.0000000, 28.0000000, 0.7000000,39, "07CMP-0102", 5.4000001, 94.5999985, 6.1999998, 5.3000002, 1.0000000, 6.1999998, 57.0000000, 81.1999969, 5.4000001, 51.0000000, 0.2300000, 0.3900000, 0.1500000, 51.0000000, 0.3200000, 0.1500000, 0.1400000, 2.3199999, 0.0060000, 414.0000000, 111.0000000, 6.0000000, 21.0000000, 0.8000000,40, "07CMP-0103", 5.6999998, 94.3000031, 6.9000001, 5.6999998, 1.2000000, 6.9000001, 57.5999985, 79.4000015, 6.5000000, 51.0000000, 0.2700000, 0.4000000, 0.1500000, 52.0000000, 0.3000000, 0.1100000, 0.1400000, 1.9299999, 0.0070000, 365.0000000, 132.0000000, 7.0000000, 21.0000000, 0.6000000,41, "07CMP-0105", 5.4000001, 94.5999985, 8.1000004, 0.0000000, 0.0000000, 8.1000004, 54.5999985, 75.6999969, 9.0000000, 52.0000000, 0.3300000, 0.4100000, 0.1600000, 57.0000000, 0.4100000, 0.1800000, 0.1700000, 2.3699999, 0.0120000, 258.0000000, 101.0000000, 8.0000000, 26.0000000, 1.1000000,42, "07CMP-0110", 7.0000000, 93.0000000, 7.1999998, 0.0000000, 0.0000000, 7.1999998, 55.5000000, 80.4000015, 5.5999999, 50.0000000, 0.2400000, 0.3800000, 0.1400000, 53.0000000, 0.3500000, 0.1800000, 0.1500000, 2.2300000, 0.0080000, 258.0000000, 25.0000000, 8.0000000, 23.0000000, 1.0000000,43, "07CMP-0125", 4.9000001, 95.0999985, 4.9000001, 0.0000000, 0.0000000, 4.9000001, 36.2999992, 53.7000008, 30.0000000, 57.0000000, 0.5500000, 0.5100000, 0.2600000, 105.0000000, 0.1500000, 0.1400000, 0.1100000, 0.8500000, 0.0060000, 167.0000000, 23.0000000, 6.0000000, 16.0000000, 0.8000000,44, "07CMP-0126", 5.1999998, 94.9000015, 4.0999999, 0.0000000, 0.0000000, 4.0999999, 41.4000015, 62.5000000, 23.1000004, 55.0000000, 0.4800000, 0.4700000, 0.2200000, 84.0000000, 0.1800000, 0.0900000, 0.0900000, 0.8800000, 0.0060000, 192.0000000, 24.0000000, 6.0000000, 18.0000000, 0.5000000,45, "07CMP-0127", 1.1000000, 98.9000015, 3.8000000, 0.0000000, 0.0000000, 3.8000000, 36.5999985, 56.2000008, 28.6000004, 56.0000000, 0.5300000, 0.5000000, 0.2500000, 100.0000000, 0.1100000, 0.0900000, 0.0900000, 0.8500000, 0.0050000, 86.0000000, 15.0000000, 4.0000000, 17.0000000, 0.7000000,46, "07CMP-0128", 6.0999999, 93.9000015, 3.8000000, 0.0000000, 0.0000000, 3.8000000, 42.5999985, 63.7999992, 22.1000004, 54.0000000, 0.4700000, 0.4600000, 0.2100000, 81.0000000, 0.1800000, 0.0700000, 0.0700000, 1.0000000, 0.0060000, 85.0000000, 25.0000000, 6.0000000, 17.0000000, 1.2000000,47, "07CMP-0129", 2.2000000, 97.8000031, 4.0000000, 0.0000000, 0.0000000, 4.0000000, 35.5999985, 58.0999985, 26.7999992, 56.0000000, 0.5200000, 0.4900000, 0.2400000, 98.0000000, 0.1800000, 0.0900000, 0.0900000, 0.8000000, 0.0050000, 90.0000000, 21.0000000, 6.0000000, 24.0000000, 1.1000000,48, "07CMP-0130", 5.3000002, 94.6999969, 4.0999999, 0.0000000, 0.0000000, 4.0999999, 49.5000000, 74.0000000, 13.1999998, 52.0000000, 0.3600000, 0.4100000, 0.1700000, 63.0000000, 0.1400000, 0.0800000, 0.0800000, 0.7200000, 0.0050000, 114.0000000, 19.0000000, 4.0000000, 21.0000000, 0.7000000,49, "07CMP-0137", 8.5000000, 91.5000000, 6.6999998, 0.0000000, 0.0000000, 6.6999998, 32.4000015, 50.4000015, 31.7000008, 58.0000000, 0.5700000, 0.5300000, 0.2800000, 117.0000000, 0.2100000, 0.1400000, 0.1700000, 2.5300000, 0.0040000, 175.0000000, 12.0000000, 5.0000000, 32.0000000, 0.4000000,50, "07CMP-0157", 6.5999999, 93.4000015, 4.5999999, 0.0000000, 0.0000000, 4.5999999, 33.5999985, 53.5000000, 30.5000000, 57.0000000, 0.5500000, 0.5100000, 0.2600000, 109.0000000, 0.2100000, 0.1100000, 0.1400000, 0.8200000, 0.0060000, 315.0000000, 24.0000000, 6.0000000, 22.0000000, 0.8000000,51, "07CMP-0158", 6.3000002, 93.8000031, 4.3000002, 0.0000000, 0.0000000, 4.3000002, 35.5999985, 58.5999985, 26.2000008, 56.0000000, 0.5100000, 0.4900000, 0.2400000, 97.0000000, 0.1800000, 0.1000000, 0.1000000, 0.7200000, 0.0040000, 180.0000000, 27.0000000, 7.0000000, 20.0000000, 0.6000000,52, "07CMP-0160", 5.6999998, 94.4000015, 3.5999999, 0.0000000, 0.0000000, 3.5999999, 35.2000008, 56.2000008, 28.7000008, 56.0000000, 0.5300000, 0.5000000, 0.2500000, 102.0000000, 0.2600000, 0.0700000, 0.0800000, 0.9200000, 0.0050000, 210.0000000, 25.0000000, 7.0000000, 19.0000000, 0.6000000,53, "07CMP-0161", 6.1999998, 93.8000031, 4.5000000, 0.0000000, 0.0000000, 4.5000000, 33.9000015, 53.2000008, 30.7000008, 57.0000000, 0.5500000, 0.5200000, 0.2600000, 109.0000000, 0.2200000, 0.1300000, 0.1100000, 0.8100000, 0.0050000, 243.0000000, 30.0000000, 6.0000000, 24.0000000, 0.8000000,54, "07CMP-0162", 5.5999999, 94.4000015, 3.5999999, 0.0000000, 0.0000000, 3.5999999, 38.4000015, 64.1999969, 21.8999996, 54.0000000, 0.4700000, 0.4600000, 0.2100000, 86.0000000, 0.1900000, 0.0900000, 0.1000000, 0.9100000, 0.0050000, 156.0000000, 27.0000000, 3.0000000, 19.0000000, 0.9000000,55, "07CMP-0183", 6.9000001, 93.0999985, 4.4000001, 0.0000000, 0.0000000, 4.4000001, 46.7999992, 72.4000015, 14.3999996, 52.0000000, 0.3800000, 0.4200000, 0.1700000, 67.0000000, 0.2100000, 0.1400000, 0.1400000, 0.9800000, 0.0060000, 33.0000000, 15.0000000, 2.0000000, 20.0000000, 1.1000000,56, "07CMP-0493-1", 7.3000002, 92.6999969, 3.3000000, 0.0000000, 0.0000000, 3.3000000, 46.0999985, 84.5999985, 4.5999999, 49.0000000, 0.1200000, 0.3600000, 0.1200000, 58.0000000, 0.1800000, 0.1000000, 0.1500000, 0.8500000, 0.0040000, 29.0000000, 5.0000000, 2.0000000, 20.0000000, 0.6000000,57, "07CMP-0505", 9.0000000, 91.0000000, 5.0000000, 0.0000000, 0.0000000, 5.0000000, 58.0000000, 86.9000015, 1.5000000, 49.0000000, 0.0300000, 0.3500000, 0.1100000, 47.0000000, 0.2200000, 0.1100000, 0.1900000, 0.4500000, 0.0050000, 204.0000000, 13.0000000, 4.0000000, 18.0000000, 0.8000000,58, "07CMP-0525", 7.0999999, 92.9000015, 3.7000000, 0.0000000, 0.0000000, 3.7000000, 58.7999992, 79.3000031, 8.8999996, 51.0000000, 0.2700000, 0.3900000, 0.1400000, 51.0000000, 0.2200000, 0.1800000, 0.0600000, 1.7000000, 0.0050000, 37.0000000, 15.0000000, 3.0000000, 7.0000000, 0.9000000,59, "07CMP-0680", 7.6999998, 92.3000031, 2.9000001, 0.0000000, 0.0000000, 2.9000001, 57.5000000, 82.8000031, 6.4000001, 50.0000000, 0.1800000, 0.3700000, 0.1300000, 50.0000000, 0.1300000, 0.1700000, 0.0700000, 1.4500000, 0.0070000, 77.0000000, 19.0000000, 3.0000000, 10.0000000, 1.1000000,60, "07CMP-0718-2", 8.0000000, 92.0999985, 3.0000000, 0.0000000, 0.0000000, 3.0000000, 60.0000000, 76.5999985, 11.6000004, 51.0000000, 0.3200000, 0.4000000, 0.1500000, 51.0000000, 0.2400000, 0.0700000, 0.0800000, 0.9600000, 0.0120000, 350.0000000, 6.0000000, 2.0000000, 13.0000000, 0.3000000,61, "07CMP-0735", 4.0999999, 95.9000015, 2.7000000, 0.0000000, 0.0000000, 2.7000000, 50.2999992, 68.6999969, 18.7000008, 53.0000000, 0.4200000, 0.4400000, 0.1900000, 67.0000000, 0.1500000, 0.1000000, 0.0500000, 1.3900000, 0.0060000, 98.0000000, 15.0000000, 3.0000000, 10.0000000, 0.3000000,62, "07CMP-1172", 7.4000001, 92.5999985, 12.5000000, 0.0000000, 0.0000000, 12.5000000, 42.5000000, 58.0000000, 21.2000008, 56.0000000, 0.5200000, 0.5000000, 0.2400000, 89.0000000, 0.4100000, 0.3300000, 0.2300000, 1.8900000, 0.0110000, 352.0000000, 42.0000000, 16.0000000, 85.0000000, 2.8000000,63, "07CMP-1197", 7.4000001, 92.5999985, 13.8999996, 0.0000000, 0.0000000, 13.8999996, 42.2999992, 62.2000008, 16.7000008, 55.0000000, 0.4900000, 0.4800000, 0.2200000, 84.0000000, 0.4300000, 0.3700000, 0.3000000, 2.1600001, 0.0080000, 298.0000000, 39.0000000, 16.0000000, 101.0000000, 2.4000001,64, "08CMP-0440", 6.5000000, 93.5000000, 8.5000000, 0.0000000, 0.0000000, 8.5000000, 49.7000008, 74.4000015, 9.8999996, 52.0000000, 0.3500000, 0.4100000, 0.1700000, 63.0000000, 0.5100000, 0.1100000, 0.2700000, 2.0599999, 0.0030000, 96.0000000, 42.0000000, 7.0000000, 37.0000000, 0.7000000,65, "08CMP-0443", 7.9000001, 92.0999985, 7.5999999, 0.0000000, 0.0000000, 7.5999999, 55.4000015, 74.4000015, 10.5000000, 52.0000000, 0.3500000, 0.4100000, 0.1700000, 57.0000000, 0.3600000, 0.1500000, 0.2700000, 2.0400000, 0.0030000, 82.0000000, 45.0000000, 8.0000000, 36.0000000, 0.5000000,66, "08CMP-0445", 6.3000002, 93.6999969, 6.3000002, 0.0000000, 0.0000000, 6.3000002, 49.9000015, 75.3000031, 10.5000000, 52.0000000, 0.3400000, 0.4100000, 0.1600000, 62.0000000, 0.4800000, 0.1100000, 0.2700000, 1.6799999, 0.0030000, 58.0000000, 36.0000000, 6.0000000, 30.0000000, 0.7000000,67, "08CMP-0454", 8.0000000, 92.0000000, 8.0000000, 0.0000000, 0.0000000, 8.0000000, 44.9000015, 70.0000000, 14.0000000, 53.0000000, 0.4100000, 0.4300000, 0.1900000, 72.0000000, 0.4600000, 0.2000000, 0.2900000, 3.4800000, 0.0030000, 87.0000000, 36.0000000, 8.0000000, 27.0000000, 1.0000000,68, "08CMP-0479", 7.4000001, 92.5999985, 6.0999999, 0.0000000, 0.0000000, 6.0999999, 65.1999969, 82.0000000, 4.9000001, 50.0000000, 0.2000000, 0.3800000, 0.1300000, 43.0000000, 0.3700000, 0.0900000, 0.1100000, 1.5000000, 0.0050000, 74.0000000, 27.0000000, 4.0000000, 19.0000000, 0.3000000,69, "08CMP-0484", 9.3000002, 90.6999969, 5.5999999, 0.0000000, 0.0000000, 5.5999999, 44.0000000, 61.0000000, 23.2999992, 55.0000000, 0.4900000, 0.4800000, 0.2300000, 83.0000000, 0.4600000, 0.1200000, 0.2200000, 1.5800000, 0.0020000, 33.0000000, 27.0000000, 3.0000000, 19.0000000, 0.8000000,70, "08CMP-0531", 6.4000001, 93.5999985, 3.0000000, 0.0000000, 0.0000000, 3.0000000, 55.0999985, 77.8000031, 10.6000004, 51.0000000, 0.2900000, 0.3900000, 0.1500000, 55.0000000, 0.2500000, 0.0500000, 0.1100000, 0.6800000, 0.0020000, 33.0000000, 12.0000000, 2.0000000, 13.0000000, 0.4000000,71, "08CMP-0549", 6.3000002, 93.6999969, 8.6999998, 0.0000000, 0.0000000, 8.6999998, 61.0999985, 79.0999985, 5.6999998, 51.0000000, 0.2700000, 0.3900000, 0.1400000, 49.0000000, 0.5600000, 0.0600000, 0.2700000, 3.3299999, 0.0040000, 93.0000000, 38.0000000, 6.0000000, 24.0000000, 0.6000000,72, "08CMP-0566", 9.6999998, 90.3000031, 8.6000004, 0.0000000, 0.0000000, 8.6000004, 46.5000000, 63.2000008, 19.3999996, 55.0000000, 0.4800000, 0.4700000, 0.2200000, 77.0000000, 0.6700000, 0.1800000, 0.3700000, 2.8299999, 0.0020000, 71.0000000, 49.0000000, 4.0000000, 29.0000000, 0.8000000,73, "08CMP-0577", 7.5999999, 92.5000000, 4.5000000, 0.0000000, 0.0000000, 4.5000000, 54.5000000, 75.4000015, 11.6999998, 52.0000000, 0.3400000, 0.4100000, 0.1600000, 57.0000000, 0.5800000, 0.1300000, 0.2900000, 0.8000000, 0.0020000, 41.0000000, 46.0000000, 3.0000000, 39.0000000, 0.9000000,74, "08CMP-0581", 9.1000004, 90.9000015, 8.8000002, 0.0000000, 0.0000000, 8.8000002, 55.7999992, 75.1999969, 9.0000000, 52.0000000, 0.3400000, 0.4100000, 0.1600000, 56.0000000, 0.7800000, 0.1500000, 0.3200000, 1.7500000, 0.0040000, 84.0000000, 47.0000000, 6.0000000, 29.0000000, 1.0000000,75, "08CMP-0600", 7.0999999, 92.9000015, 7.1999998, 0.0000000, 0.0000000, 7.1999998, 51.2000008, 71.1999969, 13.5000000, 53.0000000, 0.3900000, 0.4300000, 0.1800000, 64.0000000, 0.4400000, 0.2200000, 0.3300000, 2.1900001, 0.0020000, 52.0000000, 48.0000000, 8.0000000, 28.0000000, 0.8000000,76, "08CMP-0628", 7.0000000, 93.0000000, 4.9000001, 0.0000000, 0.0000000, 4.9000001, 52.0999985, 75.5000000, 11.3999996, 52.0000000, 0.3300000, 0.4100000, 0.1600000, 60.0000000, 0.5600000, 0.0900000, 0.3000000, 0.6800000, 0.0040000, 46.0000000, 27.0000000, 5.0000000, 30.0000000, 0.9000000,77, "08CMP-0871", 5.4000001, 94.5999985, 7.5999999, 0.0000000, 0.0000000, 7.5999999, 34.2000008, 45.5000000, 35.2999992, 59.0000000, 0.6000000, 0.5600000, 0.3000000, 127.0000000, 0.3900000, 0.1500000, 0.2300000, 1.2800000, 0.0070000, 122.0000000, 29.0000000, 8.0000000, 32.0000000, 1.2000000,78, "08CMP-0877", 6.4000001, 93.5999985, 7.5999999, 0.0000000, 0.0000000, 7.5999999, 30.8999996, 44.2999992, 36.2999992, 60.0000000, 0.6100000, 0.5600000, 0.3100000, 136.0000000, 0.4100000, 0.1800000, 0.2000000, 1.5800000, 0.0100000, 126.0000000, 36.0000000, 10.0000000, 31.0000000, 1.5000000,79, "08CMP-0885", 5.3000002, 94.6999969, 5.0000000, 0.0000000, 0.0000000, 5.0000000, 39.2000008, 55.4000015, 28.5000000, 57.0000000, 0.5400000, 0.5000000, 0.2500000, 98.0000000, 0.4200000, 0.1400000, 0.1700000, 1.7700000, 0.0060000, 115.0000000, 28.0000000, 7.0000000, 35.0000000, 0.8000000,80, "08CMP-0891", 5.4000001, 94.5999985, 5.9000001, 0.0000000, 0.0000000, 5.9000001, 35.4000015, 49.5000000, 32.9000015, 58.0000000, 0.5800000, 0.5400000, 0.2800000, 115.0000000, 0.2900000, 0.1400000, 0.1700000, 1.6100000, 0.0070000, 114.0000000, 21.0000000, 6.0000000, 25.0000000, 0.8000000,
Use of Forage Data to Predict Bioenergy Traits
Models
ConstituentNMeanSDSECRSQSECV1-VR#
Lignin9113.6151 2.87921.10750.8521.20480.8246259
Glucan9432.62134.88592.33410.77182.85890.6594259
Xylan9416.37852.66641.49580.68531.56140.6554259
Soluble9522.93037.77745.98840.40716.17190.3746259
ADF7844.974410.26562.130.9572.39450.9454259
NDF7965.663312.04502.37670.96112.82230.9449259
StudyMath TreatmentScatterPCsCV Groups
Forage1,4,4,1SNV-D86
Bioenergy1,4,4,1SNV-D96
Outliers Not Included in the Models
CodeLigninGlucanXylanSolublesADFNDF
07CMP-0005X
07CMP-0026X
07CMP-0034X
07CMP-0082XXXX
07CMP-0083X
07CMP-0084XX
07CMP-0102X
07CMP-0105X
07CMP-0126X
07CMP-0137X
07CMP-0172X
07CMP-0183X
07CMP-0493-1X
Predicted VS. Lab
NDF vs. ADF
Bioenergy vs. NDF & ADF
Bioenergy_Predicted VS. NDF_ADF_Predicted
Bioenergy_Lab VS. NDF_ADF_Lab
Bioenergy Lab Vs. NDF_ADF_Predicted
Bioenergy Predicted Vs. NDF_ADF_Lab
-
DATA.pdfBioenergy ForageBioenergy_Forage_Ed - 2Use of Forage Data to Predict Bioenergy TraitsModelsOutliers Not Included in the ModelsPredicted VS. LabSlide Number 5Slide Number 6Slide Number 7Slide Number 8Slide Number 9Slide Number 10NDF vs. ADFSlide Number 12Bioenergy vs. NDF & ADFSlide Number 14Slide Number 15Slide Number 16Slide Number 17Slide Number 18Slide Number 19Slide Number 20Slide Number 21Slide Number 22Slide Number 23
Bioenergy_Forage_EdBioenergy_Forage_lab_PredWetChem_DairyOne