From: Nilesh Dighe Ed Wolfrum DATA Date · 2010-10-22 · From: Nilesh Dighe To: Ed Wolfrum Cc:...
Transcript of From: Nilesh Dighe Ed Wolfrum DATA Date · 2010-10-22 · From: Nilesh Dighe To: Ed Wolfrum Cc:...
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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