Ryter John, Bhuwalka Karan, Roth Richard, Olivetti Elsa, Buarque-Andrade Laura, Frenzel Max, Shojaeddini Ensieh, Alonso Elisa, Nassar Nedal
U.S. Geological Survey, National Minerals Information Center, Reston, VA, USA.
Stanford University, Precourt Institute for Energy, Stanford, CA, USA.
Nat Commun. 2025 Aug 7;16(1):7302. doi: 10.1038/s41467-025-62570-8.
Demand for many of the metals used in the energy transition is expected to grow rapidly. Many of these are by-products, often considered critical because their production responds weakly to prices and is instead tied to the economics of the host mineral. We present a model of prices and production for jointly produced commodities that accounts for interconnectivity between host and by-product markets at the mine level. We demonstrate this method using the copper-cobalt-nickel system, in which approximately 99% of cobalt is a by-product of copper or nickel mining. Our results show that the model more accurately captures the economic benefits of diversified mine outputs than previous approaches. Furthermore, changes in demand drivers for any two commodities produce non-linear effects on production and price. We challenge the prior best-practice assumption that cobalt cannot impact the copper or nickel markets. Recognizing the importance of both copper and cobalt for future electrification, we emphasize that incentivizing the copper industry to reduce cobalt supply risks could inadvertently undermine copper supply.
能源转型中使用的许多金属的需求预计将迅速增长。其中许多是副产品,通常被视为关键产品,因为它们的产量对价格反应微弱,而是与主矿的经济状况相关。我们提出了一个联合生产商品的价格和生产模型,该模型考虑了矿山层面主矿和副产品市场之间的相互联系。我们以铜 - 钴 - 镍系统为例演示了这种方法,其中约99%的钴是铜或镍开采的副产品。我们的结果表明,该模型比以前的方法更准确地捕捉了多元化矿山产出的经济效益。此外,任何两种商品的需求驱动因素的变化都会对生产和价格产生非线性影响。我们对之前钴不会影响铜或镍市场的最佳实践假设提出质疑。认识到铜和钴对未来电气化的重要性,我们强调,激励铜行业降低钴供应风险可能会无意中破坏铜的供应。