| The Evaluation of Hydrocarbon Potential Generation for Source Rocks by Near-Infrared Diffuse Reflection Spectra | |
| Alternative Title | The Evaluation of Hydrocarbon Potential Generation for Source Rocks by Near-Infrared Diffuse Reflection Spectra |
| Zhang Yujia1; Xu Xiaoxuan1; Song Ning3; Wu Zhongchen4; Zhou Xiang1; Chen Jin1; Cao Xuewei1; Wang Bin1 | |
| 2011 | |
| Source Publication | SPECTROSCOPY AND SPECTRAL ANALYSIS
 |
| ISSN | 1000-0593 |
| Volume | 31Issue:4Pages:955-959 |
| Abstract | Near-infrared (NIR) and mid-infrared (MIR) diffuse reflection spectra were compared and evaluated for hydrocarbon potential generation of source rocks. Near-infrared diffuse reflectance often exhibits significant differences in the spectra due to the non-homogeneous distribution of the particles, so the signal-to-noise ratio of NIR is much lower than MIR It is too difficult to get accurate results by NIR without using a strong spectral preprocessing method to remove systematic noise such as base-line variation and multiplicative scatter effects. In the present paper, orthogonal signal correction (OSC) and an improved algorithm of it, i.e. direct orthogonal signal correction (DOSC), are used as different methods to preprocess both the NIR and MIR spectra of the hydrocarbon source rocks. Another algorithm, wavelet multi-scale direct orthogonal signal correction (WMDOSC), which is a combination of discrete wavelet transform (DWT) and DOSC, is also used as a preprocessing method. Then, the calibration model of hydrocarbon source rocks before and after pretreatment was established by interval partial least square (iPLS). The experimental results show that WMDOSC is more successfully applied to preprocess the NW spectra data of the hydrocarbon source rocks than other two algorithms, and NW performed as good as MIR in the analysis of hydrocarbon potential generation of source rocks with WMDOSC-iPLS pretreatment calibration model. |
| Keyword | ORTHOGONAL SIGNAL CORRECTION SPECTROSCOPY COAL Source rocks Hydrocarbon potential generation Diffuse reflectance NIR |
| Indexed By | CSCD |
| Language | 英语 |
| CSCD ID | CSCD:4153401 |
| Citation statistics |
Cited Times:1[CSCD]
[CSCD Record]
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| Document Type | 期刊论文 |
| Identifier | http://ir.imr.ac.cn/handle/321006/141836 |
| Collection | 中国科学院金属研究所 |
| Affiliation | 1.南开大学 2.中国科学院金属研究所 3.PetroChina Pipeline R&D Ctr, Langfang 065000, Peoples R China 4.山东大学 |
| Recommended Citation GB/T 7714 | Zhang Yujia,Xu Xiaoxuan,Song Ning,et al. The Evaluation of Hydrocarbon Potential Generation for Source Rocks by Near-Infrared Diffuse Reflection Spectra[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS,2011,31(4):955-959. |
| APA | Zhang Yujia.,Xu Xiaoxuan.,Song Ning.,Wu Zhongchen.,Zhou Xiang.,...&Wang Bin.(2011).The Evaluation of Hydrocarbon Potential Generation for Source Rocks by Near-Infrared Diffuse Reflection Spectra.SPECTROSCOPY AND SPECTRAL ANALYSIS,31(4),955-959. |
| MLA | Zhang Yujia,et al."The Evaluation of Hydrocarbon Potential Generation for Source Rocks by Near-Infrared Diffuse Reflection Spectra".SPECTROSCOPY AND SPECTRAL ANALYSIS 31.4(2011):955-959. |
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