The iron and steel industry (ISI) is energy-intensive and is responsible for approximately
25% of the global direct greenhouse gas (GHG) emissions from industrial sectors. As the …

Sustainable metal supply requires well-coordinated strategy and policy packages based on
a sound scientific understanding of anticipated long-term demand, supply, and associated …

Material stocks in infrastructure, buildings and machinery shape current and future resource
use and emissions. Analyses of specific countries and selected materials suggest that …

Accurately tracking carbon flows is the first step toward reducing the climate impacts of the
iron and steel industry (ISI), which is still lacking in China. In this study, we track carbon flows …

Addressing price forecasting problems is an important exercise to policymakers and market
participants in the resource business sector. In this work, we build Gaussian process …

China, as the largest global producer of bulk materials, confronts formidable challenges in
mitigating greenhouse gas emissions arising from their production. Yet the emission savings …

Forecasting commodity prices is a vital issue to a wide spectrum of market participants and
policy makers in the metal sector. In this work, the forecast problem is investigated by …

Abstract The Asia-Pacific has experienced prodigious growth in energy use and is by far the
world's largest greenhouse-gas emitting region. Australia has played a leading role in …

There is little doubt about importance of forecasting commodity prices to policy makers and
diverse varieties of market participants. In this present work, we analyse price forecasting …

Materials are continuously accumulating in the human-built environment since massive
amounts of materials are required for building, develo**, and maintaining cities. At the end …