Estimating the number of components in an OSL decay curve using the Bayesian Information Criterion
文献类型：期刊论文
| 作者 | Peng, Jun1; Dong, Zhibao1; Han, Fengqing2; Han, Yuanhong3; Dai, Xueling1 |
| 刊名 | GEOCHRONOMETRIA
 |
| 出版日期 | 2014-12-01 |
| 卷号 | 41期号:4页码:334-341 |
| ISSN号 | 1733-8387 |
| 关键词 | OSL decay curves number of components Bayesian Information Criterion |
| DOI | 10.2478/s13386-013-0166-x |
| 文献子类 | Article |
| 英文摘要 | The optically stimulated luminescence (OSL) decay curve is assumed to consist of a number of first-order exponential components. Improper estimation of the number of components leads to under-or over-fitting of the curve under consideration. Hence, correct estimation of the number of components is important to accurately analyze an OSL decay curve. In this study, we investigated the possibility of using the Bayesian Information Criterion to estimate the optimal number of components in an OSL decay curve. We tested the reliability of this method using several hundred measured decay curves and three simulation scenarios. Our results demonstrate that the quality of the identification can be influenced by several factors: the measurement time and the number of channels; the variability of the decay constants; and the signal-to-noise ratios of a decaying component. The results also suggest that the Bayesian Information Criterion has great potential to estimate the number of components in an OSL decay curve with a moderate to high signal-to-noise ratio. |
| WOS关键词 | STIMULATED LUMINESCENCE COMPONENTS ; SINGLE-GRAIN ; DIFFERENTIAL EVOLUTION ; DOSE MEASUREMENT ; QUARTZ GRAINS ; SENSITIVITY ; SEDIMENTS |
| WOS研究方向 | Geology ; Paleontology |
| 语种 | 英语 |
| 出版者 | DE GRUYTER OPEN LTD |
| WOS记录号 | WOS:000343054100004 |
| 资助机构 | Ministry of Science and Technology of the People's Republic of China(2013CB956000 ; Ministry of Science and Technology of the People's Republic of China(2013CB956000 ; 2012CB426501) ; 2012CB426501) ; Ministry of Science and Technology of the People's Republic of China(2013CB956000 ; Ministry of Science and Technology of the People's Republic of China(2013CB956000 ; 2012CB426501) ; 2012CB426501) ; Ministry of Science and Technology of the People's Republic of China(2013CB956000 ; Ministry of Science and Technology of the People's Republic of China(2013CB956000 ; 2012CB426501) ; 2012CB426501) ; Ministry of Science and Technology of the People's Republic of China(2013CB956000 ; Ministry of Science and Technology of the People's Republic of China(2013CB956000 ; 2012CB426501) ; 2012CB426501) |
| 源URL | [http://ir.iggcas.ac.cn/handle/132A11/84942]  |
| 专题 | 中国科学院地质与地球物理研究所 |
| 通讯作者 | Peng, Jun |
| 作者单位 | 1.Chinese Acad Sci, Cold & Arid Reg Environm & Engn Res Inst, Lanzhou 730000, Peoples R China 2.Chinese Acad Sci, Qinghai Inst Salt Lakes, Xining 810008, Peoples R China 3.Chinese Acad Sci, Inst Geol & Geophys, Lanzhou Ctr Oil & Gas Resources, Lanzhou 730000, Peoples R China |
| 推荐引用方式 GB/T 7714 | Peng, Jun,Dong, Zhibao,Han, Fengqing,et al. Estimating the number of components in an OSL decay curve using the Bayesian Information Criterion[J]. GEOCHRONOMETRIA,2014,41(4):334-341. |
| APA | Peng, Jun,Dong, Zhibao,Han, Fengqing,Han, Yuanhong,&Dai, Xueling.(2014).Estimating the number of components in an OSL decay curve using the Bayesian Information Criterion.GEOCHRONOMETRIA,41(4),334-341. |
| MLA | Peng, Jun,et al."Estimating the number of components in an OSL decay curve using the Bayesian Information Criterion".GEOCHRONOMETRIA 41.4(2014):334-341. |
入库方式： OAI收割
来源：地质与地球物理研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。