Klimkou/GeoGallery

该数据集包含四种不同地质沉积环境的3D地质网格：障壁岛、潮汐、陆架和波浪三角洲。每个网格有四种类型的字段：岩相、净毛比、孔隙度和渗透率。数据集使用K.J. Webber和L.C. van Geuns提出的框架创建，并由N. Tyler和R. J. Finley进一步阐述。总共有20004个地质网格，每种沉积环境有5001个。此外，数据集还包含地质统计信息的CSV表格：stats.csv（收集器分数和突变）、lorenz.csv（洛伦兹系数）、dykstra-parsons.csv（迪克斯特拉-帕森斯系数）、dykstra-parsons-improved.csv（改进的迪克斯特拉-帕森斯系数）和derivatives.csv（字段的平均绝对导数）。数据集结构包括压缩的.npy文件用于地质立方体，以及CSV文件用于统计信息，网格分辨率为150×144×80。This dataset consists of geological grids of four different geological sedimentation environments: Barrier Island, Tidal, Shelf, and Wave Delta. Each grid has 4 different types of fields: facies, net-to-gross (NTG), porosity, and permeability. The dataset was created using the framework proposed by K.J. Webber and L.C. van Geuns and then elaborated by N. Tyler and R. J. Finley. There are 20004 total geological grids, 5001 for each sedimentation environment. In addition, the dataset has .csv tables of geological statistics: stats.csv (collector fraction and abruptions), lorenz.csv (Lorenz coefficients), dykstra-parsons.csv (Dykstra-Parsons coefficients), dykstra-parsons-improved.csv (Improved Dykstra-Parsons coefficients), and derivatives.csv (average absolute derivatives of the fields). The dataset structure includes compressed .npy files for geological cubes and CSV files for statistics, with grid resolution of 150×144×80.