Тип публикации: статья из журнала
Год издания: 2024
Идентификатор DOI: 10.1051/e3sconf/202458301010
Аннотация: <jats:p>Analyzing the geographic distribution of ore deposits is crucial in understanding global resource availability, economic implications, and environmental impacts of mining activities. This article examines the distribution patterns of various ore types worldwide, highlighting their economic significance and current mining stПоказать полностьюatus. Utilizing tools such as Pandas for data preprocessing, Matplotlib and Seaborn for visualization, Geopandas for geographic data handling, and Scikit-learn for clustering analysis, we present a comprehensive review of ore deposits. Major ore types such as gold, copper, and iron are explored, emphasizing their industrial importance and geographic prevalence. The analysis reveals that many deposits are classified as Past Producers, indicating extensive historical mining activity. This underscores the need for efficient resource management and sustainable mining practices in the future. By understanding these distributions and statuses, stakeholders can better strategize for future mining ventures and environmental stewardship.</jats:p>
Журнал: E3S Web of Conferences
Выпуск журнала: Т. 583
Номера страниц: 01010
ISSN журнала: 25550403
Место издания: Les Ulis
Издатель: EDP Sciences - Web of Conferences