Artificial intelligence for mineral exploration: A review and perspectives on future directions from data science
F Yang, R Zuo, OP Kreuzer - Earth-Science Reviews, 2024 - Elsevier
The massive accumulation of available multi-modal mineral exploration data for most
metallogenic belts worldwide provides abundant information for the discovery of mineral …
metallogenic belts worldwide provides abundant information for the discovery of mineral …
Geodata science-based mineral prospectivity map**: A review
R Zuo - Natural Resources Research, 2020 - Springer
This paper introduces the concept of geodata science-based mineral prospectivity map**
(GSMPM), which is based on analyzing the spatial associations between geological …
(GSMPM), which is based on analyzing the spatial associations between geological …
Construction and application of a knowledge graph for iron deposits using text mining analytics and a deep learning algorithm
Reports on mineral exploration provide several insights regarding the geological settings of
mineral deposits. However, because the reports are presented as unstructured text, it can be …
mineral deposits. However, because the reports are presented as unstructured text, it can be …
Automatic spatiotemporal and semantic information extraction from unstructured geoscience reports using text mining techniques
A large number of georeferenced quantitative data about rock and geoscience surveys are
buried in geological documents and remain unused. Data analytics and information …
buried in geological documents and remain unused. Data analytics and information …
Chinese named entity recognition in the geoscience domain based on BERT
X Lv, Z **e, D Xu, X **, K Ma, L Tao… - Earth and Space …, 2022 - Wiley Online Library
Geological reports are frequently used by geologists involved in geological surveys and
scientific research to record the results and outcomes of geological surveys. With such a rich …
scientific research to record the results and outcomes of geological surveys. With such a rich …
Introduction to the special issue on spatial modelling and analysis of ore-forming processes in mineral exploration targeting
Ore deposits are diverse with much of their diversity attributable to the complex interplay of
ore-forming processes with a variety of geological environments, over a range of scales and …
ore-forming processes with a variety of geological environments, over a range of scales and …
[HTML][HTML] Visual analytics and information extraction of geological content for text-based mineral exploration reports
A large amount of continuously increasing textual geoscience data is stored and not fully
utilized. Text mining enables the discovery and analysis of valuable information, and …
utilized. Text mining enables the discovery and analysis of valuable information, and …
Text visualization for geological hazard documents via text mining and natural language processing
Y Ma, Z **e, G Li, K Ma, Z Huang, Q Qiu, H Liu - Earth Science Informatics, 2022 - Springer
An increasing number of geological hazard documents about the mechanism and
occurrence process of geological disasters contain unstructured geoscientific data that are …
occurrence process of geological disasters contain unstructured geoscientific data that are …
Understanding ore-forming conditions using machine reading of text
Mineral exploration reports assist present day exploration by providing valuable
observations about the geological environments in which mineral deposits form. Querying …
observations about the geological environments in which mineral deposits form. Querying …
Applications of Natural Language Processing to Geoscience Text Data and Prospectivity Modeling
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 …
through space and time. However, the descriptive information that forms the basis for a …