Prediction of reservoir properties from seismic data based on linear and nonlinear prediction algorithms

The relevance of the research is justified by several factors: the launch of several fields of the national company QazaqGaz is planned; active work is underway at the Anabay field; The Pridorozhnoye field is characterized by high gas prospects (at the end of 2024, work will begin on an integrated gas treatment unit (CGT). On the other hand, according to geologists, the basis for world leadership in the field of energy can be provided by the Shu-Sarysu, Mangyshlak and Zaisan sedimentary basins. However, their reliability requires confirmation through a significant amount of complex geophysical work with delineation of local objects and oil and gas exploration drilling within them.