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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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长春光学精密机械与物... [1]
寒区旱区环境与工程研... [1]
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OAI收割 [2]
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会议论文 [1]
期刊论文 [1]
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2014 [1]
2012 [1]
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基于高光谱的民勤土壤盐分定量分析
期刊论文
OAI收割
中国沙漠, 2014, 期号: 04, 页码: 1073-1079
庞国锦
;
王涛
;
孙家欢
;
李森
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浏览/下载:57/0
  |  
提交时间:2015/11/18
土壤盐渍化
高光谱
NDSI
PLS
iPLS
BiPLS
民勤
Reagentless near-infrared determination of cholesterol in undiluted human serum using interval partial least square (EI CONFERENCE)
会议论文
OAI收割
2011 International Conference on Smart Materials and Nanotechnology in Engineering, SMNE 2011, September 17, 2011 - September 18, 2011, Wuhan, China
Gao H.
;
Lu Q.
;
Huang F.
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浏览/下载:26/0
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提交时间:2013/03/25
In order to determination of cholesterol in human serum with no reagent using nearinfrared (NIR) spectroscopy. Interval partial least square (iPLS) was proposed as an effective variable selection approach for multivariate calibration. For this purpose
an independent sample set was employed to evaluate the prediction ability of the resulting model. The spectrum was split into different interval. Then
the informative region of cholesterol (1688-1760nm)
in which the PLS model has a low RMSEP with 0.241mmol/L and a high R with 0.975
is selected with 23 intervals. The results indicate that
the informative region of cholesterol can be obtained by iPLS and applied to design the simpler reagentless NIR instruments for inexpensive cholesterol measurement in future. (2012) Trans Tech Publications
Switzerland.