Spectroscopy and Spectral Analysis, Volume. 41, Issue 10, 3051(2021)
NIR Calibration Transfer Method Based on Minimizing Mean Distribution Discrepancy
Figures & Tables(10)
Fig. 2. Scatter plots for prediction between instruments M5 and MP5 in SBC, PDS, CCACT, TCR, MSC and MCT
Fig. 3. Scatter plots for prediction between instruments M5 and MP6 in SBC, PDS, CCACT, TCR, MSC and MCT
Fig. 4. Scatter plots for prediction between instruments MP5 and MP6 in SBC, PDS, CCACT, TCR, MSC and MCT
Fig. 5. Scatter plots for prediction between instruments A2 and A1 in SBC, PDS, CCACT, TCR, MSC and MCT
Fig. 6. Scatter plots of prediction results between instruments A3 and A2 by SBC, PDS, CCACT, TCR, MSC and MCT
Fig. 7. Scatter plots of prediction results between instruments A2 and A3 by SBC, PDS, CCACT, TCR, MSC and MCT
Table 1. RMSEC and RMSEP of corn datasets with SBC, PDS, TCR, CCACT, MSC and MCT
View tableView in ArticleTable 1. RMSEC and RMSEP of corn datasets with SBC, PDS, TCR, CCACT, MSC and MCT
玉米数据集(水分) m5主仪器-mp5从仪器 m5主仪器-mp6从仪器 mp5主仪器-mp6从仪器 迁移方法 N RMSEC RMSEP RMSEC RMSEP RMSEC RMSEP 15 0.33 0.32 0.34 0.44 0.21 0.23 SBC 25 0.35 0.25 0.37 0.39 0.19 0.23 35 0.32 0.27 0.37 0.36 0.19 0.24 15 0.32 0.26(15a) 0.54 0.43(7a) 0.24 0.35(15a) PDS 25 0.34 0.24(15a) 0.60 0.47(9a) 0.22 0.39(15a) 35 0.32 0.24(15a) 0.50 0.40(5a) 0.23 0.35(15a) 15 0.42 0.24 0.71 0.55 0.43 0.25 CCACT 25 0.39 0.26 0.60 0.42 0.41 0.25 35 0.36 0.27 0.54 0.41 0.37 0.25 TCR 0 1.10 0.43(6b) 1.30 0.47(4b) 0.83 0.36(10b) MSC 0 1.63 1.79 1.87 1.92 0.92 0.90 MCT 0 0.24 0.20 0.27 0.19 0.16 0.14
Table 2. RMSEC and RMSEP of wheat datasets with SBC, PDS, TCR, CCACT, MSC and MCT
View tableView in ArticleTable 2. RMSEC and RMSEP of wheat datasets with SBC, PDS, TCR, CCACT, MSC and MCT
小麦数据集(蛋白质) A2主仪器-A1从仪器 A3主仪器-A2从仪器 A2主仪器-A3从仪器 迁移方法 N RMSEC RMSEP RMSEC RMSEP RMSEC RMSEP 15 0.64 0.59 8.74 8.66 0.44 0.48 SBC 25 0.58 0.56 8.26 7.08 0.54 0.48 35 0.52 0.55 7.73 6.00 0.54 0.48 15 2.20 2.68(5a) 4.19 3.59(15a) 1.81 1.52(7a) PDS 25 1.81 2.11(15a) 3.19 2.23(3a) 1.58 1.41(15a) 35 2.23 2.39(15a) 2.42 2.07(3a) 1.67 1.35(15a) 15 2.67 2.36 2.70 2.25 3.26 2.03 CCACT 25 2.54 2.04 2.84 2.25 2.94 2.07 35 2.53 1.20 2.46 2.06 2.75 1.90 TCR 0 4.33 2.42(18b) 4.16 2.12(10b) 4.15 1.92(18b) MSC 0 1.63 1.39 3.80 1.25 1.43 1.22 MCT 0 0.38 0.53 2.45 0.63 0.42 0.30
Table 3. Slope comparison of predicted results of SBC, PDS, TCR, CCACT, MSC and MCT
View tableView in ArticleTable 3. Slope comparison of predicted results of SBC, PDS, TCR, CCACT, MSC and MCT
迁移
方法slope m5-mp5 m5-mp6 mp5-mp6 A2-A1 A3-A2 A2-A3 SBC 0.58 0.55 0.68 1.11 1.65 1.12 PDS 1.66 -1.84 2.30 1.62 0.56 1.72 CCACT 1.82 -2.69 3.84 22.55 164.78 163.26 TCR 0.01 -0.01 0.15 0.91 2.22 1.03 MSC -0.10 -0.24 -0.01 0.67 0.64 0.69 MCT 1.06 0.74 1.02 0.93 1.02 0.99
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Yu-hui ZHAO, Peng-cheng LU, Yu-bo LUO, Peng SHAN. NIR Calibration Transfer Method Based on Minimizing Mean Distribution Discrepancy[J]. Spectroscopy and Spectral Analysis, 2021, 41(10): 3051
Paper Information
Category: Research Articles
Received: Oct. 8, 2020
Accepted: --
Published Online: Oct. 29, 2021
The Author Email: Yu-hui ZHAO (1000272@neuq.edu.cn)
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