The Evaluation of Hydrocarbon Potential Generation for Source Rocks by Near-Infrared Diffuse Reflection Spectra

IMR OpenIR

	The Evaluation of Hydrocarbon Potential Generation for Source Rocks by Near-Infrared Diffuse Reflection Spectra
其他题名	The Evaluation of Hydrocarbon Potential Generation for Source Rocks by Near-Infrared Diffuse Reflection Spectra
	Zhang Yujia 1; Xu Xiaoxuan 1; Song Ning 3; Wu Zhongchen 4; Zhou Xiang 1; Chen Jin 1; Cao Xuewei 1; Wang Bin 1
	2011
发表期刊	SPECTROSCOPY AND SPECTRAL ANALYSIS
ISSN	1000-0593
卷号	31 期号:4 页码:955-959
摘要	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.
关键词	ORTHOGONAL SIGNAL CORRECTION SPECTROSCOPY COAL Source rocks Hydrocarbon potential generation Diffuse reflectance NIR
收录类别	CSCD
语种	英语
CSCD记录号	CSCD:4153401
引用统计	被引频次：1[CSCD] [CSCD记录]
文献类型	期刊论文
条目标识符	http://ir.imr.ac.cn/handle/321006/141836
专题	中国科学院金属研究所
作者单位	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
推荐引用方式 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.