Wu Yi-Fan
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Wu Yi-Fan has a total of 14 co-authors. Here are the top co-authors by number of shared publications:
- Zheng Su
Guangzhou Institute of Energy Conversion, Chinese Academy of Sciences, Guangzhou 510640, China
3 shared publications Wu Neng-You
2 shared publicationsChao Yang
1 shared publication- Chao Yang
Guangzhou Institute of Energy Conversion, Chinese Academy of Sciences, Guangzhou 510640, China
1 shared publication Feng Chuang-Ji
1 shared publicationGuangrong Jin
1 shared publication
Latest Publications
- Open Access
- 1 October 2026
- Published by KEAI Publishing in Energy Geoscience
- Vol. 7 (5)
Cross-well identification of gas hydrates based on well logging and machine learning: A case study from ODP Leg 204
- 1 October 2026
- Published by KEAI Publishing in Energy Geoscience
- Vol. 7 (5)
Open AccessCross-well identification of gas hydrates based on well logging and machine learning: A case study from ODP Leg 204
- Open Access
- 20 March 2026
- Published by MDPI AG in Geosciences
- Vol. 16 (3) , 128
Two-Phase Pockmark Modeling and Gas Saturation Estimation Beneath Hydrate-Bearing Sediments: Insights from the Storegga Slide
Fluid seepages and seabed pockmarks are widely observed on continental margins worldwide in hydrate- and non-hydrate-bearing sediment. Subsurface gas chimneys connecting seafloor pockmarks to underlying gas reservoirs are commonly revealed by seismic reflection data, indicating pathways of past and present fluid migration. Fluid seepage occurs when the seal of a gas reservoir is breached, allowing fluids to migrate upward and vent at the seafloor, forming pockmarks. In hydrate-bearing settings, gas reservoirs beneath hydrate layers typically consist of coexisting water and gas phases. However, quantitative constraints on gas saturation in free-gas zones beneath hydrates inferred from pockmark morphology remain limited. In this study, a two-phase pockmark model was developed to investigate gas-chimney growth and pockmark formation, and to estimate gas saturation in free-gas zones below hydrates using pockmark depth and gas-zone thickness as key parameters. The model was applied to the Storegga Slide region off Norway, where hydrates, pockmarks, and chimney-like seismic anomalies have been documented. Here, the application is intended to represent localized near-threshold (pre-seepage) conditions leading to pockmark initiation, rather than the present-day post-venting state. Model results for the initiation (near-threshold, pre-venting) stage indicate that the effective gas saturation in the free-gas reservoir beneath the hydrates was approximately 1.36–1.58% for gas-zone thicknesses of 50–100 m, and that the corresponding chimney-propagation timescale during initiation was on the order of ~200 years. These estimates represent threshold conditions required for seal breach and pockmark formation rather than present-day seepage states. During venting, methane gas may form hydrates within the chimney inside the hydrate stability zone, while authigenic carbonates precipitate in pockmarks and shallow sediments. These secondary hydrates and carbonates eventually seal the chimney, leaving behind a residual gas chimney in the subsurface sediment.
- 20 March 2026
- Published by MDPI AG in Geosciences
- Vol. 16 (3) , 128
Open AccessTwo-Phase Pockmark Modeling and Gas Saturation Estimation Beneath Hydrate-Bearing Sediments: Insights from the Storegga Slide
Fluid seepages and seabed pockmarks are widely observed on continental margins worldwide in hydrate- and non-hydrate-bearing sediment. Subsurface gas chimneys connecting seafloor pockmarks to underlying gas reservoirs are commonly revealed by seismic reflection data, indicating pathways of past and present fluid migration. Fluid seepage occurs when the seal of a gas reservoir is breached, allowing fluids to migrate upward and vent at the seafloor, forming pockmarks. In hydrate-bearing settings, gas reservoirs beneath hydrate layers typically consist of coexisting water and gas phases. However, quantitative constraints on gas saturation in free-gas zones beneath hydrates inferred from pockmark morphology remain limited. In this study, a two-phase pockmark model was developed to investigate gas-chimney growth and pockmark formation, and to estimate gas saturation in free-gas zones below hydrates using pockmark depth and gas-zone thickness as key parameters. The model was applied to the Storegga Slide region off Norway, where hydrates, pockmarks, and chimney-like seismic anomalies have been documented. Here, the application is intended to represent localized near-threshold (pre-seepage) conditions leading to pockmark initiation, rather than the present-day post-venting state. Model results for the initiation (near-threshold, pre-venting) stage indicate that the effective gas saturation in the free-gas reservoir beneath the hydrates was approximately 1.36–1.58% for gas-zone thicknesses of 50–100 m, and that the corresponding chimney-propagation timescale during initiation was on the order of ~200 years. These estimates represent threshold conditions required for seal breach and pockmark formation rather than present-day seepage states. During venting, methane gas may form hydrates within the chimney inside the hydrate stability zone, while authigenic carbonates precipitate in pockmarks and shallow sediments. These secondary hydrates and carbonates eventually seal the chimney, leaving behind a residual gas chimney in the subsurface sediment.
- 1 January 2026
- Published by China Geology in China Geology
- Vol. 9 (3) , 1-16
Machine learning supervised algorithms for gas hydrate identification and saturation estimation in marine reservoirs using well log data: A case study of NGHP-01-19B
- 1 January 2026
- Published by China Geology in China Geology
- Vol. 9 (3) , 1-16
Machine learning supervised algorithms for gas hydrate identification and saturation estimation in marine reservoirs using well log data: A case study of NGHP-01-19B
- Open Access
- 1 January 2026
- Published by China Geology in China Geology
- Vol. 9 (3) , 1-12
Dynamic accumulation of gas hydrates in the Shenhu area, northern South China Sea: A two-stage evolution model constrained by temporally varying fluid flow
- 1 January 2026
- Published by China Geology in China Geology
- Vol. 9 (3) , 1-12
Open AccessDynamic accumulation of gas hydrates in the Shenhu area, northern South China Sea: A two-stage evolution model constrained by temporally varying fluid flow