江西农业大学学报
江西農業大學學報
강서농업대학학보
ACTA AGRICULTURAE UNIVERSITATIS JIANGXIENSIS
2013年
6期
1162-1167
,共6页
孙通%胡涛%段武茂%刘仲寿%刘木华
孫通%鬍濤%段武茂%劉仲壽%劉木華
손통%호도%단무무%류중수%류목화
检测方式%预测精度%可见/近红外%南丰蜜桔%可溶性固形物
檢測方式%預測精度%可見/近紅外%南豐蜜桔%可溶性固形物
검측방식%예측정도%가견/근홍외%남봉밀길%가용성고형물
detection mode%prediction precision%Vis/NIR%Nanfeng mandarin fruit%soluble solid content
本研究比较漫反射和全透射两种检测方式对南丰蜜桔(薄皮型水果)可溶性固形物( SSC)检测精度的影响。采用QualitySpec型可见/近红外光谱仪采集南丰蜜桔样本的可见/近红外漫反射和全透射光谱,并应用3种建模方法建立相应的南丰蜜桔SSC模型。研究结果表明,检测方式对南丰蜜桔SSC的检测精度影响大,全透射检测方式明显优于漫反射检测方式。漫反射和全透射检测方式的最优南丰蜜桔SSC预测模型的相关系数和预测均方根误差( RMSEP)分别为0.933、0.601%和0.973、0.381%。与漫反射检测方式相比,全透射检测方式建立的最优SSC预测模型的RMSEP下降了41%~52.8%。
本研究比較漫反射和全透射兩種檢測方式對南豐蜜桔(薄皮型水果)可溶性固形物( SSC)檢測精度的影響。採用QualitySpec型可見/近紅外光譜儀採集南豐蜜桔樣本的可見/近紅外漫反射和全透射光譜,併應用3種建模方法建立相應的南豐蜜桔SSC模型。研究結果錶明,檢測方式對南豐蜜桔SSC的檢測精度影響大,全透射檢測方式明顯優于漫反射檢測方式。漫反射和全透射檢測方式的最優南豐蜜桔SSC預測模型的相關繫數和預測均方根誤差( RMSEP)分彆為0.933、0.601%和0.973、0.381%。與漫反射檢測方式相比,全透射檢測方式建立的最優SSC預測模型的RMSEP下降瞭41%~52.8%。
본연구비교만반사화전투사량충검측방식대남봉밀길(박피형수과)가용성고형물( SSC)검측정도적영향。채용QualitySpec형가견/근홍외광보의채집남봉밀길양본적가견/근홍외만반사화전투사광보,병응용3충건모방법건립상응적남봉밀길SSC모형。연구결과표명,검측방식대남봉밀길SSC적검측정도영향대,전투사검측방식명현우우만반사검측방식。만반사화전투사검측방식적최우남봉밀길SSC예측모형적상관계수화예측균방근오차( RMSEP)분별위0.933、0.601%화0.973、0.381%。여만반사검측방식상비,전투사검측방식건립적최우SSC예측모형적RMSEP하강료41%~52.8%。
The objective of this study was to investigate the effects of diffuse reflectance and full transmis-sion detection modes on the accuray of predicting soluble solid content (SSC) in Nanfeng mandarin fruit.Visi-ble/near infrared ( Vis/NIR) diffuse reflectance and full transmission spectra of Nanfeng mandarin fruit sam-ples were acquired by a QualitySpec spectrometer ,and three calibration methods were used to develop calibra-tion models of SSC of Nanfeng mandarin fruit at two detection modes .The results indicated that the effect of de-tection mode on the accuracy of predicting SSC in Nanfeng mandarin fruit was significant ,and the full transmis-sion mode was superior to the diffuse reflectance mode .The correlation coefficients and root mean square errors of prediction ( RMSEPs) in best prediction models for defecting SSC in Nanfeng mandarin fruit for diffuse re-flectance and full transmission modes were 0.933,0.601%and 0.973,0.381%,respectively.Compared with the diffuse reflectance detection mode ,the RMSEP of the best SSC prediction model for full transmission detection mode dropped by 41%-52.8%.