Carbonate pore type characterization using a statistical inversion method

作者：LI Bonan

摘要：For carbonate reservoirs, vertical pore type heterogeneity records regional depositional history. However, from the geophysics point of view, these microscopic characteristics cannot be described with conventional data-driven approaches. The author presents an upscale rock physics model which includes both modeling and inverting schemes in this study. According to the statistical comparability between lab measurements and well logs, the main idea is to study and utilize inherent statistical features in naturally occurred carbonate rocks. Firstly, using the critical porosity model as rock physical theory, relationships are built between pore structures and elastic responses. Furthermore, in logging data scale, key parameters are estimated through a statistical method, and thus pore types are classified. The methodology is successfully applied in the well YS1. It is believed that this method will be a promising tool on handing pore complexity and inversion uncertainty in carbonate reservoir exploration.

发文机构：Sinopec Geophysical Research Institute School of Geosciences

关键词：CARBONATERESERVOIRSrockPHYSICSmodelingcriticalPOROSITYBAYESIANestimation

分类号： P618.13[天文地球—矿床学][天文地球—地质学]