Baseline subtraction using robust local regression estimation

被引:125
作者
Ruckstuhl, AF
Jacobson, MP
Field, RW
Dodd, JA
机构
[1] Zurich Univ Appl Sci, Zucher Hsch Winterthur, Dept P, CH-8401 Winterthur, Switzerland
[2] MIT, Dept Chem, Cambridge, MA 02139 USA
[3] MIT, GR Harrison Spect Lab, Cambridge, MA 02139 USA
[4] USAF, Res Lab, Space Vehicles Directorate, Hanscom AFB, MA 01731 USA
基金
美国国家科学基金会;
关键词
baseline removal; LOWESS; robust fitting; smoothing;
D O I
10.1016/S0022-4073(00)00021-2
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A technique entitled robust baseline estimation is introduced, which uses techniques of robust local regression to estimate baselines in spectra that consist of sharp features superimposed upon a continuous, slowly varying baseline. The technique is applied to synthetic spectra, to evaluate its capabilities, and to laser-induced fluorescence spectra of OH (produced from the reaction of ozone with hydrogen atoms). The latter example is a particularly challenging case for baseline estimation because the experimental noise Varies as a function of frequency. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:179 / 193
页数:15
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