Global database of cement production assets and upstream suppliers
Abstrak
Cement producers and their investors are navigating evolving risks and opportunities as the sector’s climate and sustainability implications become more prominent. While many companies now disclose greenhouse gas emissions, the majority from carbon-intensive industries appear to delegate emissions to less efficient suppliers. Recognizing this, we underscore the necessity for a globally consolidated asset-level dataset, which acknowledges production inputs provenance. Our approach not only consolidates data from established sources like development banks and governments but innovatively integrates the age of plants and the sourcing patterns of raw materials as two foundational variables of the asset-level data. These variables are instrumental in modeling cement production utilization rates, which in turn, critically influence a company’s greenhouse emissions. Our method successfully combines geospatial computer vision and Large Language Modelling techniques to ensure a comprehensive and holistic understanding of global cement production dynamics.
Topik & Kata Kunci
Penulis (14)
Nataliya Tkachenko
Kevin Tang
Matthew McCarten
S. Reece
David Kampmann
Conor Hickey
Maral Bayaraa
Peter Foster
Courtney Layman
Cristian Rossi
Kimberly Scott
Dave Yoken
Christophe Christiaen
Ben Caldecott
Akses Cepat
- Tahun Terbit
- 2023
- Bahasa
- en
- Total Sitasi
- 82×
- Sumber Database
- Semantic Scholar
- DOI
- 10.1038/s41597-023-02599-w
- Akses
- Open Access ✓