This paper is chiefly to set up a platform of multi - parameter nonlinear study and multi - parameter estimate to reservoir by means of the technology of multi - attribute transformation and neutral network combined with multi - attribute analysis of seismic parameters , reservoir inversion and reconstruction of reservoir geophysical characteristics on the foundation of large numbers researches and data - drive law in prediction of reservoir so as to provide more accurate geology conclusion and exploration deployment scheme in practical application . basing on the mentioned objective above , this paper has analyzed characteristics of many methods of reservoir prediction in the petroleum prospecting and their shortcomings in the practical geology problem of resolution 本文主要目標(biāo)就是在大量研究技術(shù)的基礎(chǔ)上,以儲(chǔ)層預(yù)測研究中的“數(shù)據(jù)驅(qū)動(dòng)法”為數(shù)學(xué)物理上的理論基礎(chǔ),通過多屬性變換和神經(jīng)網(wǎng)絡(luò)技術(shù)把地震參數(shù)的多屬性分析技術(shù)、儲(chǔ)層反演技術(shù)和儲(chǔ)層地球物理特征重構(gòu)的技術(shù)思想有機(jī)地結(jié)合在一起,建立起一套儲(chǔ)層多參數(shù)非線性的預(yù)測研究和儲(chǔ)層多參數(shù)估算技術(shù)平臺,最終在實(shí)際應(yīng)用中提供更加準(zhǔn)確的地質(zhì)和勘探部署。