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Article

Assessing the Relationship Between Production and Land Transformation for Chilean Copper Mines Using Satellite and Operational Data

1
Graduate School of Environmental Studies, Tohoku University, 468-1, Aramaki-Aoba, Aoba-Ward, Sendai 980-8572, Miyagi, Japan
2
School of Geography, Earth and Atmospheric Sciences, The University of Melbourne, Level 2, Room 203A, 221 Bouverie Street, Carlton, Melbourne, VIC 3053, Australia
*
Author to whom correspondence should be addressed.
Resources 2025, 14(2), 25; https://doi.org/10.3390/resources14020025
Submission received: 12 November 2024 / Revised: 17 January 2025 / Accepted: 21 January 2025 / Published: 30 January 2025

Abstract

Mining may cause devastating environmental impacts through large-scale land transformations. However, mining-induced land transformations are poorly understood relative to a mine’s productivity or life cycle. We integrated satellite imagery, geographic information systems (GISs), and mine site production data (ore, concentration, and waste) to conduct a detailed spatiotemporal analysis of 15 open-pit copper mines in Chile, distinguishing six types of features. Although the occupied area (9.90 to 149.61 km2 in 2020) and composition vary across mines, facilities for waste storage occupy the largest proportion (>50%) of the transformed land area, emphasizing the need for proper waste management. The analysis of land transformation factors (the transformed land area per unit production) showed high variation (0.006178 to 0.372798 m2/kg-Cu) between mines over time. This reveals a significant problem in the historical practice of using averages from life cycle assessment (LCA) databases. This research reveals the significance of geospatial analyses in assessing mining-induced land transformation, and it provides geospatial data for land-related LCA. Mining companies are encouraged to disclose GIS information regarding land transformation to foster transparency and social responsibility, as well as to promote responsible and sustainable mining.
Keywords: mining; land transformation; remote sensing; GIS; copper; Chile mining; land transformation; remote sensing; GIS; copper; Chile

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MDPI and ACS Style

Xiao, J.; Werner, T.T.; Komai, T.; Matsubae, K. Assessing the Relationship Between Production and Land Transformation for Chilean Copper Mines Using Satellite and Operational Data. Resources 2025, 14, 25. https://doi.org/10.3390/resources14020025

AMA Style

Xiao J, Werner TT, Komai T, Matsubae K. Assessing the Relationship Between Production and Land Transformation for Chilean Copper Mines Using Satellite and Operational Data. Resources. 2025; 14(2):25. https://doi.org/10.3390/resources14020025

Chicago/Turabian Style

Xiao, Junbin, Tim T. Werner, Takeshi Komai, and Kazuyo Matsubae. 2025. "Assessing the Relationship Between Production and Land Transformation for Chilean Copper Mines Using Satellite and Operational Data" Resources 14, no. 2: 25. https://doi.org/10.3390/resources14020025

APA Style

Xiao, J., Werner, T. T., Komai, T., & Matsubae, K. (2025). Assessing the Relationship Between Production and Land Transformation for Chilean Copper Mines Using Satellite and Operational Data. Resources, 14(2), 25. https://doi.org/10.3390/resources14020025

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