Construction of gas content model based on KPCA-SVR for Southern Sichuan shale gas
Abstract The gas content characteristics in shale gas reservoirs, including volume and distribution, are critical for optimizing extraction and resource utilization. However, the relationship between gas content (Vg) and well logging parameters (e.g., porosity (POR), density (DEN), natural gamma (GR...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-05-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-98789-0 |
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