High-resolution Annotated Dataset of Girvanella Boundstone Microfacies from the Xiannüdong Formation, China

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Authors: SoonYoung Choi, Daecheol Kim, Jongsun Hong, ByungGil Lee, Jong Dae, ChangHwan Kim, Changwook Lee
Cited by: 0
References: 12

Abstract

The calcimicrobial crust-cement boundstone in the Xiannüdong Formation of the Cambrian Series 2 is a distinctive reef type that reflects the evolution of late Precambrian stromatolite structures. This study provides a high-resolution dataset by segmenting large slab images of Girvanella-based reefs into 114 × 114 pixel tiles and annotating microfacies components through a point-counting-based automated labeling.The dataset includes PNG images and corresponding CSV files and can be used as training data for deep learning-based classification of carbonate microfacies. It contributes to research on the evolution of ancient marine ecosystems and the structure of early carbonate platforms.

Fields of Study & Subjects

Geological formations and processes Paleontology and Stratigraphy of Fossils Hydrocarbon exploration and reservoir analysis

Publication details

Journal / source
Scientific Data
Volume
13
Issue
1
Publication date
5 March 2026
Language
EN