Dataset Information

Global database of cement production assets and upstream suppliers.

ABSTRACT: 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.

SUBMITTER: Tkachenko N

PROVIDER: S-EPMC10575953 | biostudies-literature | 2023 Oct

REPOSITORIES: biostudies-literature

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Global database of cement production assets and upstream suppliers.

Tkachenko Nataliya N Tang Kevin K McCarten Matthew M Reece Steven S Kampmann David D Hickey Conor C Bayaraa Maral M Foster Peter P Layman Courtney C Rossi Cristian C Scott Kimberly K Yoken Dave D Christiaen Christophe C Caldecott Ben B

Scientific data 20231013 1

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 consol ...[more]

PMID: 37833339

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Project description:ObjectiveTo provide an up-to-date overview of health assets in a global context both from a theoretical perspective and its practical applications to address health inequalities and achieve sustainable health.DesignA systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines.Data sourcesA comprehensive search, including 10 electronic bibliographic databases and hand searches, was undertaken to capture the wide range of terms associated with 'health assets' and 'asset-based approaches to health'.Eligibility criteriaAny peer-reviewed published and grey literature in English related to 'health assets' or 'assets' in a 'health' context was included without any date, country or study design restrictions and the quality of evidence was appraised according to the Oxford Level of Evidence.OutcomesA broad consideration of all outcome measures including clinical outcomes, patient-level, community-level and population-level impacts and costs, was adopted.Results478 publications were included. Health assets were researched in 40 countries, predominantly in the West such as the USA and the UK. A number of broad health assets were identified including community and individual assets. Even though research was conducted in a number of different settings, most occurred in the community, clinical, care or educational settings. A wide variety of interventions and approaches were implemented, most commonly related to education and/or training, asset mapping or asset approaches.ConclusionsGlobally, authors most often referred to general 'health assets', 'assets' or some form of 'community asset' in relation to health. Overall, the idea of health assets is framed within a positive paradigm focusing on health creation rather than curative approaches. The sustained credibility of the global 'health assets' literature depends on future research on definitional, theoretical and evaluative issues in order to convince policy-makers and service commissioners of its necessity and added value to the traditional deficit approach.

Dataset Information

Global database of cement production assets and upstream suppliers.

Publications

Global database of cement production assets and upstream suppliers.

Similar Datasets

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