Li Jun, Xiong Liping, Zhao Weiyong, et al. Lithology prediction of thin reservoirs based on deterministic and stochastic models[J]. 2009, 30(2): 240-244.DOI: 10.11743/ogg20090217.
The delta front is always one of the focuses for oil and gas exploration.However
reservoirs in delta front commonly occur as thin sandstone layers
which cannot be recognized accurately for the low resolution of seismic inversion
hence the distribution pattern of sandbodies could not be accurately predicted
leading to the difficulties for exploration and production.Taking advantage of various reservoir modeling techniques
this paper puts forward a new methodology of joint deterministic-stochastic modeling for lithology prediction of thin reservoirs in delta front areas.It first obtains acoustic impedance through deterministic modeling
and then predicts distribution of thin reservoirs through stochastic modeling.The specific methods used are joint seismic-log inversion and Markov chain modeling.Case study in the Y block of the northern Songliao Basin shows that more accurate prediction of thin sand layers could be achieved.