Forecasting Lithium Mine Output Using Satellite Data

Research output: Preprint/Documentation/Report › Working paper

Contributors

Abstract

This article examines whether remote sensed satellite data can predict lithium mine output. We use pixel classification of land cover as a measure for long-term mine expansion and nightly light emissions as a measure for short-term operational activities. We find a strong correlation between satellite data in one period and individual lithium mine production volumes in the following period. Our timely and cost-effective forecasting method of lithium mine production can help decisionmakers in companies that rely on lithium and policy makers who want to ensure adequate lithium supplies in their countries.

Details

Original languageEnglish
Publication statusPublished - 9 Jan 2025

External IDs

ORCID /0000-0002-0576-7759/work/175771290
ORCID /0000-0003-4566-3986/work/175771572

Keywords

Research priority areas of TU Dresden

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Keywords

  • Satellitendaten, Fernerkundung, Minen, Lithium, Prognose, Satellite data, Remote sensing, Mines, Lithium, Forecasting