Knowledge graph construction and application in geosciences: A review

X Ma - Computers & Geosciences, 2022 - Elsevier
Abstract Knowledge graph (KG) is a topic of great interests to geoscientists as it can be
deployed throughout the data life cycle in data-intensive geoscience studies. Nevertheless …

[HTML][HTML] Geological symbol recognition on geological map using convolutional recurrent neural network with augmented data

Q Qiu, Y Tan, K Ma, M Tian, Z **e, L Tao - Ore Geology Reviews, 2023 - Elsevier
Geological maps contain rich geological knowledge, such as faults, structures, minerals, etc.
Automatically and accurately recognition of geological symbols is the basis step for …

Applications of Natural Language Processing to Geoscience Text Data and Prospectivity Modeling

CJM Lawley, MG Gadd, M Parsa, GW Lederer… - Natural Resources …, 2023 - Springer
Geological maps are powerful models for visualizing the complex distribution of rock types
through space and time. However, the descriptive information that forms the basis for a …

[HTML][HTML] A question answering system based on mineral exploration ontology generation: A deep learning methodology

Q Qiu, M Tian, K Ma, YJ Tan, L Tao, Z **e - Ore Geology Reviews, 2023 - Elsevier
Mineral exploration reports and documents are a rich data source that contains a large
amount of geological environments in which mineral deposits form. Among them, it is difficult …

Quantifying geodiversity at the continental scale: limitations and prospects

P Wolniewicz - Resources, 2023 - mdpi.com
Geodiversity, defined as the natural range of geological, geomorphological, hydrological,
and soil features, has been explored in a growing number of studies at different spatial …

Research on urban 3D geological modeling based on multi-modal data fusion: a case study in **an, China

C Zhuang, H Zhu, W Wang, B Liu, Y Ma, J Guo… - Earth Science …, 2023 - Springer
Urban underground 3D geological modeling can accurately express various geological
phenomena and provide a decision-making basis for urban planning and geological …

[HTML][HTML] GeoFault: A well-founded fault ontology for interoperability in geological modeling

Y Qu, M Perrin, A Torabi, M Abel, M Giese - Computers & Geosciences, 2024 - Elsevier
Geological modeling currently uses various computer-based applications. Data
harmonization at the semantic level using ontologies is essential to make these applications …

[HTML][HTML] Information extraction and knowledge linkage of geological profiles and related contextual texts from mineral exploration reports for geological knowledge …

Q Qiu, Y Duan, K Ma, L Tao, Z **e - Ore Geology Reviews, 2023 - Elsevier
Geological profiles serve as invaluable repositories of data for knowledge extraction and the
identification of geological entities, constituting a fundamental resource in scientific …

Model-data matching method for natural disaster emergency service scenarios: implementation based on a knowledge graph and community discovery algorithm

H Liu, ZW Hu, Z Yang, M Wang - Natural Hazards, 2024 - Springer
Massive disaster-related data and model methods are available in different stages of natural
disaster emergency management; however, they often lack the representation of the …

[HTML][HTML] Named entity annotation schema for geological literature mining in the domain of porphyry copper deposits

C Wang, Y Li, J Chen, X Ma - Ore Geology Reviews, 2023 - Elsevier
Owing to the development of natural language processing and deep learning models,
geological text data have become a vital resource for knowledge discovery and have …