Time-lapse seismic monitoring necessitates integrated workflows that combine seismic and reservoir modeling to enhance reservoir property estimation. We present a feasibility study of an end-to-end inversion framework that directly inverts for permeability from prestack time-lapse seismic data. To assess the method's robustness, we design experiments focusing on its sensitivity to initial models and potential errors in modeling. Our study leverages the Compass model to simulate CO2 storage in saline aquifers, which is derived from well and seismic data from the North Sea, a candidate site for geological carbon storage.

翻译：时序地震监测需要集成工作流程，将地震与储层建模相结合，以提升储层属性估计的精度。我们提出一种端到端反演框架的可行性研究，该框架可直接从叠前时序地震数据反演渗透率。为评估方法的稳健性，我们设计了聚焦于初始模型敏感性及建模潜在误差影响的实验。本研究利用源自北海（地质碳封存候选地）井震数据的Compass模型，模拟咸水层中的CO2封存过程。