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Estimation of Undiscovered Hydrocarbon Resources Potential Through Fractal Geometry Based on GIS

机译:基于GIS的分形几何估计未被发现的烃类资源潜力

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The clustered objects in nature are often fractal. Oil-gas reservoir's distribution in space is inhomogeneous, always occurs in groups. Therefore, in this paper, we use the theory of Fractal Geometry and Nonlinear Regression method to estimate the unproved oil and gas resources in the study area. As the steps of using Fractal Geometry to predict the oil and gas resources is complex and involve not only spatial data but also attribute data such as oil-gas reservoir's spatial location and reserves, it's hard to put it into practice. Geographic Information System (GIS) has a powerful spatial analysis capacity and efficient Geodatabase, it can simplify the process and reduce difficulties of the Fractal Geometry methods. This paper presents a GIS-based Fractal Geometry method to estimate the reserves of potential oil and gas resources and applies this method to estimate the undiscovered oil-gas reserves in Jinhu Sag, North Jiangsu Basin. The result shows Jinhu Sag's oil and gas reserves are about 3343×10~4t, still has some exploration potentials. Finally we verify the practicability and validity of Fractal Geometry method by comparing with the results has been taken by other researchers in the past years.
机译:在自然界中的群集对象往往是分形。油气藏的空间分布是不均匀的,总是发生在群体。因此,在本文中,我们采用分形几何非线性回归方法的理论估算研究区的未探明石油和天然气资源。由于使用分形几何预测的石油和天然气资源的步骤非常复杂,不仅涉及空间数据,而且属性数据,如油气藏的空间位置和储备,很难付诸实践。地理信息系统(GIS)具有强大的空间分析容量和高效地理数据库,它可以简化工艺,降低的分形几何的方法的困难。本文提出了一种基于GIS的分形几何方法来估算潜在的石油和天然气资源的储备,并应用这种方法来估计金湖凹陷,苏北盆地未被发现的石油天然气储量。结果表明金湖凹陷的石油和天然气储量约3343×10〜4T,仍具有一定的勘探前景。最后,我们通过与结果对比已经采取了在过去几年其他研究人员验证分形几何方法的实用性和有效性。

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