LAPSE:2023.18033
Published Article

LAPSE:2023.18033
Chemostratigraphic Analysis of Wufeng and Longmaxi Formation in Changning, Sichuan, China: Achieved by Principal Component and Constrained Clustering Analysis
March 7, 2023
Abstract
The increasing proportion of unconventional worldwide energy demands have consistently promoted the necessity for exploring a precise, high-resolution, objective, and quantitative stratigraphic division method for macroscopically homogeneous mudstone successions. The chemostratigraphy can resolve this problem well, although it has been applied successfully in North America, but not systematically studied in China for shale gas exploration and development. This work has conducted a chemostratigraphic analysis of Wufeng and Longmaxi Formation on the Changning section of Sichuan Province, southwestern China, to testify its applicability for shale gas exploration in China. Principal component analysis (PCA) was first employed to reduce the dimensionality of datasets. Three chemofacies, including detrital (K, Ti, Fe, Al, Na, Mg, Cr, Zr, Rb), authigenic (Ca, Sr, Mn, Si, S, Ba), and redox-organic (P, V, Ni, Zn, Cu, TOC), were found. Subsequently, constrained clustering analysis was utilized for the zonation of each chemofacies into chemozones. Consequently, the whole Changning section was divided into twelve chemozones (CZ I−CZ Ⅻ). The geochemical interpretation for these chemozones can be resolved from the regional changes in paleogeography and paleoceanography during the Late Ordovician to Early Silurian period. Thus, a three-stage geochemical evolution along the Changning section can be classified: (1) the siliceous and anoxic deposits of Wufeng Formation (CZ I−CZ III) with high TOC contents; (2) the siliceous and anoxic sedimentary rocks of bottom Longmaxi Formation with still higher TOC (CZ Ⅳ); (3) the calcarous-detrital and oxic sediments for the rest of Longmaxi Formation (CZ Ⅴ−CZ Ⅻ). In considering their high content of TOC and abundant brittle siliceous minerals, the CZ (I−Ⅳ, 0 m−33.6 m) are thought to be the most preferable sweet spot for shale gas exploration.
The increasing proportion of unconventional worldwide energy demands have consistently promoted the necessity for exploring a precise, high-resolution, objective, and quantitative stratigraphic division method for macroscopically homogeneous mudstone successions. The chemostratigraphy can resolve this problem well, although it has been applied successfully in North America, but not systematically studied in China for shale gas exploration and development. This work has conducted a chemostratigraphic analysis of Wufeng and Longmaxi Formation on the Changning section of Sichuan Province, southwestern China, to testify its applicability for shale gas exploration in China. Principal component analysis (PCA) was first employed to reduce the dimensionality of datasets. Three chemofacies, including detrital (K, Ti, Fe, Al, Na, Mg, Cr, Zr, Rb), authigenic (Ca, Sr, Mn, Si, S, Ba), and redox-organic (P, V, Ni, Zn, Cu, TOC), were found. Subsequently, constrained clustering analysis was utilized for the zonation of each chemofacies into chemozones. Consequently, the whole Changning section was divided into twelve chemozones (CZ I−CZ Ⅻ). The geochemical interpretation for these chemozones can be resolved from the regional changes in paleogeography and paleoceanography during the Late Ordovician to Early Silurian period. Thus, a three-stage geochemical evolution along the Changning section can be classified: (1) the siliceous and anoxic deposits of Wufeng Formation (CZ I−CZ III) with high TOC contents; (2) the siliceous and anoxic sedimentary rocks of bottom Longmaxi Formation with still higher TOC (CZ Ⅳ); (3) the calcarous-detrital and oxic sediments for the rest of Longmaxi Formation (CZ Ⅴ−CZ Ⅻ). In considering their high content of TOC and abundant brittle siliceous minerals, the CZ (I−Ⅳ, 0 m−33.6 m) are thought to be the most preferable sweet spot for shale gas exploration.
Record ID
Keywords
chemofacies, chemozones, geochemistry, sweet-spot layers, Wufeng-Longmaxi Formation
Suggested Citation
Zhang Z, Huang Y, Ran B, Liu W, Li X, Wang C. Chemostratigraphic Analysis of Wufeng and Longmaxi Formation in Changning, Sichuan, China: Achieved by Principal Component and Constrained Clustering Analysis. (2023). LAPSE:2023.18033
Author Affiliations
Zhang Z: State Key Laboratory of Biological and Environmental Geology, China University of Geosciences, Beijing 100083, China; School of the Earth Science and Resources, China University of Geoscience, Beijing 100083, China
Huang Y: State Key Laboratory of Biological and Environmental Geology, China University of Geosciences, Beijing 100083, China; School of the Earth Science and Resources, China University of Geoscience, Beijing 100083, China
Ran B: State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Chengdu University of Technology, Chengdu 610059, China
Liu W: Chengdu Center, China Geological Survey, Chengdu 610082, China
Li X: School of the Earth Science and Resources, China University of Geoscience, Beijing 100083, China
Wang C: State Key Laboratory of Biological and Environmental Geology, China University of Geosciences, Beijing 100083, China; School of the Earth Science and Resources, China University of Geoscience, Beijing 100083, China
Huang Y: State Key Laboratory of Biological and Environmental Geology, China University of Geosciences, Beijing 100083, China; School of the Earth Science and Resources, China University of Geoscience, Beijing 100083, China
Ran B: State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Chengdu University of Technology, Chengdu 610059, China
Liu W: Chengdu Center, China Geological Survey, Chengdu 610082, China
Li X: School of the Earth Science and Resources, China University of Geoscience, Beijing 100083, China
Wang C: State Key Laboratory of Biological and Environmental Geology, China University of Geosciences, Beijing 100083, China; School of the Earth Science and Resources, China University of Geoscience, Beijing 100083, China
Journal Name
Energies
Volume
14
Issue
21
First Page
7048
Year
2021
Publication Date
2021-10-28
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en14217048, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.18033
This Record
External Link

https://doi.org/10.3390/en14217048
Publisher Version
Download
Meta
Record Statistics
Record Views
192
Version History
[v1] (Original Submission)
Mar 7, 2023
Verified by curator on
Mar 7, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.18033
Record Owner
Auto Uploader for LAPSE
Links to Related Works
