ICMM unveils Global Mining Dataset to enhance industry data quality

The International Council on Mining and Metals (ICMM) launched its Global Mining Dataset to fill the gap in reliable, standardized data for […]
The global distribution of mining and metals facilities and other key insights from ICMM’s Global Mining Dataset

The International Council on Mining and Metals (ICMM) launched its Global Mining Dataset to fill the gap in reliable, standardized data for the mining and metals sector. ICMM has embarked on a multi-year initiative to improve and transform the quality and accessibility of sector information by building robust, transparent data that can inform policy and advance broader discussions about mining and metals' evolving role in sustainable development.

ICMM developed the new dataset, which is the most comprehensive publicly available compilation of mining and metals facilities worldwide, including 15,188 mines and processing facilities covering 47 different primary commodities.

Rohitesh Dhawan, president and CEO, ICMM, said, "ICMM's foundational dataset shows that over 75% of national economies have at least some connection to large-scale mining or mineral processing. Having a global view of the location, type, commodity and footprint of these facilities is essential to inform the right public and policy debates for this critical sector. With minerals and metals at the heart of the energy transition and geopolitical shifts, robust, global, industry-wide data has never been more critical,”

He continued: "I'm proud to be able to say that ICMM's new dataset is currently the most comprehensive publicly available compilation of mining and metals facilities globally. We hope this data will continue to expand and improve through partnerships, while we work on key sustainability indicators based on this for release in the coming months."

As demand for minerals and metals grows to support the energy transition and sustainable development, there is an urgent need to overcome the longstanding lack of quality data that has hindered the ability of policymakers, investors, civil society, and the industry itself to draw fully informed opinions, craft effective regulations, and truly understand both the impact and contribution of the sector.

Janez Potočnik, co-chair of the International Resource Panel, commented: "Reliable, transparent, and consolidated data on the mining and metals industry is a foundational prerequisite for evidence-based policymaking, effective governance, and global progress towards sustainability targets. Only with robust data can we fully understand the sector's environmental, social, and economic impacts, monitor progress, and ensure accountability throughout global supply chains. The work of ICMM is an important contribution towards this vision." 

The key insights from this first dataset reveal that the mining and metals industry is global but unevenly distributed, with China, Australia, and the USA accounting for approximately 45 percent of all facilities. Coal, gold, copper, and iron ore are the most common primary commodities by the number of mines, with coal mines making up 43 percent of all mines. Additionally, metal mining and extractive metallurgy—such as smelters, refineries, and steel plants—often occur in different regions. China has the largest number of metallurgical facilities in the dataset, totaling 426.

Dr. Emma Gagen, director of data and research for ICMM, said: "Existing global data about the mining and metals sector is either incomplete, inconsistent, commodity- or region-specific, or locked behind paywalls, so transforming the information landscape that surrounds the sector is critical. Even such basic statistics as the number of mines, refineries and smelters globally have been difficult to determine in the past.

"Moving beyond fragmented reports to establish a credible source of information that captures mining and metals' multifaceted contributions and impacts is not a task we can—or want to—undertake alone. We invite regional and global partners from academia, consultancies, governments or commodity and national associations, to join us as we seek to close gaps in our current data to improve its accuracy, confidence and coverage, as well as build out future datasets."

The first step in this initiative, has been the development of the 'Global Mining Dataset: Understanding the global distribution of mining and metals facilities' report which identifies how many mines, smelters, refineries and processing plants exist worldwide, where they are located, and what they produce. The Dataset was developed with support from Accenture, Global Energy Monitor, and Skarn Associates— with access to other public1 and proprietary sources.

The dataset is likely an underestimate of the total number of large-scale mining and minerals processing facilities in the world based on its methodology. 

The Global Mining Dataset's first report, 'Understanding the global distribution of mining and metals facilities' is available here.

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