光谱学与光谱分析
光譜學與光譜分析
광보학여광보분석
SPECTROSCOPY AND SPECTRAL ANALYSIS
2014年
1期
73-77
,共5页
宋乐%张红%倪晓宇%吴林%刘斌美%余立祥%王琦%吴跃进
宋樂%張紅%倪曉宇%吳林%劉斌美%餘立祥%王琦%吳躍進
송악%장홍%예효우%오림%류빈미%여립상%왕기%오약진
近红外光谱%漫反射%复合肥料%尿素%缩二脲%水分%偏最小二乘模型
近紅外光譜%漫反射%複閤肥料%尿素%縮二脲%水分%偏最小二乘模型
근홍외광보%만반사%복합비료%뇨소%축이뇨%수분%편최소이승모형
Near infrared spectroscopy%Diffuse reflectance%Compound fertilizer%Urea%Biuret%Moisture%PLS
提出了一种基于近红外漫反射光谱测定复合肥料中尿素、缩二脲和水分等成分含量的新方法。文中在对原始光谱进行预处理后建立了检测这三种成分含量的偏最小二乘(PLS )模型,其检验决定系数 R2值分别为0.9861和0.9713,所建立模型的交互验证均方根误差RMSECV分别为2.59,0.38,0.132,模型预测相关因子分别为0.9733,0.9215,0.9679;从市售的复合化肥中选取六种样品验证模型的准确性,其相关因子分别为0.9237,0.9786,0.9874。研究结果表明,该方法可以对复合肥料中尿素、缩二脲和水分等成分含量进行快速测定,与传统分析方法相比具有分析时间短、操作简便、环保无污染等优点,有较好的应用前景和实际意义。
提齣瞭一種基于近紅外漫反射光譜測定複閤肥料中尿素、縮二脲和水分等成分含量的新方法。文中在對原始光譜進行預處理後建立瞭檢測這三種成分含量的偏最小二乘(PLS )模型,其檢驗決定繫數 R2值分彆為0.9861和0.9713,所建立模型的交互驗證均方根誤差RMSECV分彆為2.59,0.38,0.132,模型預測相關因子分彆為0.9733,0.9215,0.9679;從市售的複閤化肥中選取六種樣品驗證模型的準確性,其相關因子分彆為0.9237,0.9786,0.9874。研究結果錶明,該方法可以對複閤肥料中尿素、縮二脲和水分等成分含量進行快速測定,與傳統分析方法相比具有分析時間短、操作簡便、環保無汙染等優點,有較好的應用前景和實際意義。
제출료일충기우근홍외만반사광보측정복합비료중뇨소、축이뇨화수분등성분함량적신방법。문중재대원시광보진행예처리후건립료검측저삼충성분함량적편최소이승(PLS )모형,기검험결정계수 R2치분별위0.9861화0.9713,소건립모형적교호험증균방근오차RMSECV분별위2.59,0.38,0.132,모형예측상관인자분별위0.9733,0.9215,0.9679;종시수적복합화비중선취륙충양품험증모형적준학성,기상관인자분별위0.9237,0.9786,0.9874。연구결과표명,해방법가이대복합비료중뇨소、축이뇨화수분등성분함량진행쾌속측정,여전통분석방법상비구유분석시간단、조작간편、배보무오염등우점,유교호적응용전경화실제의의。
In the present study ,a new approach to fast determining the content of urea ,biuret and moisture in compound fertiliz-er composed of urea ,ammonium dihydrogenphosphate and potassium chloride was proposed by using near infrared diffuse reflec-tance spectroscopy .After preprocessing the original spectrum ,partial least squares (PLS) models of urea ,biuret and moisture were built with the R2 values of 0.986 1 ,0.977 0 and 0.971 3 respectively ,the root mean square errors of cross validation were 2.59 ,0.38 ,0.132 respectively .And the prediction correlation factors were 0.973 3 ,0.921 5 and 0.967 9 respectively .The authors detected six kinds of compound fertilizer in market for the model verification ,the correlation factors were 0.923 7 , 0.978 6 and 0.987 4 respectively .The data implied that the new method can be used for situ quality control in the production process of compound fertilizer .