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DOI10.1029/2020WR027542
Vector Field‐based Simulation of Tree‐Like Non‐Stationary Geostatistical Models
V. L. Vargas; S. Pesco
2020-09-17
发表期刊Water Resources Research
出版年2020
英文摘要

In this work, a new non‐stationary multiple‐point geostatistical methodology called vector field‐based simulation is presented. This method generates multiple realizations of the phenomena being modeled, whose spatial continuity is described by a training image. It can be applied in reservoir characterization and to study the behavior of hydrogeological systems. The main novelty of this work is that non‐stationarity is addressed through a vector field inferred from the training image. This field represents the directions in which the image develops and controls the MPS simulation. Additionally, our simulation is adapted to support hard data conditioning. The method is tested, and the realizations exhibit a similar morphology as the training image but with substantial variability. Furthermore, in the results can be seen that the connectivity presented in the training image is preserved.

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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/295322
专题资源环境科学
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V. L. Vargas,S. Pesco. Vector Field‐based Simulation of Tree‐Like Non‐Stationary Geostatistical Models[J]. Water Resources Research,2020.
APA V. L. Vargas,&S. Pesco.(2020).Vector Field‐based Simulation of Tree‐Like Non‐Stationary Geostatistical Models.Water Resources Research.
MLA V. L. Vargas,et al."Vector Field‐based Simulation of Tree‐Like Non‐Stationary Geostatistical Models".Water Resources Research (2020).
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