This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Showing 121–134 of 134 papers
S. Shoaib-ul-Hasan, Mohamed Rikaz Mohamed Ameer, Amal Valan Francis +14
This study quantifies Scope 3 Category 1 emissions (Purchased Goods and Services) for GKN Aerospace using the GHG Protocol. It compares mass-based and spend-based methods, finding spend-based overestimates by approximately a factor of three…
Hosang Shukla, Avni Sharma, Geetanjali Ashtekar +2
This study quantifies the monthly GHG emissions of an average household in Mumbai, India, using the Greenhouse Gas Protocol across Scope 1, 2, and 3. Through a detailed survey and emission factors, it identifies major emission sources and o…
Daniele Giordino, Martina Panero, Nourah O. Alshaghdali +1
This study examines the interrelationships among scope 2&3 emissions, financial performance, market value, and board sustainability using a panel of 437 European firms. Results show positive links between supply chain emissions and market v…
Kourosh Halat, S. Childe, Nick Golding +1
This study examines challenges faced by manufacturing SMEs in Scope 3 GHG assessment through UK case studies. It identifies persistent difficulties in data availability, estimation methods, and double-counting risks, and argues that qualita…
A. Phillpotts, Anne Owen, J. Norman +4
This paper proposes a scalable method to predict scope 3 emissions for small and medium enterprises (SMEs), aiming to complete their carbon profiles. It addresses data scarcity, enabling comprehensive carbon accounting for SMEs.
Zeqi Zhang, Yingjie Li, Danhui Lai +3
This paper addresses Scope 3 emissions accounting in energy supply chains using a physics-informed Leontief-GNN to impute missing firm-level emissions and integrate into a supplier selection framework. It outperforms baselines on a syntheti…
Vasudevan Kidambi, J. Kannan, Nadiya Parekh +2
This study develops a Scope 3 Integrity Framework with five lenses (boundary coverage, methodology transparency, governance accountability, supplier engagement, and assurance-based communication) to evaluate disclosure quality beyond compli…
K. Salonitis, John Patsavellas, Cristina Garcia Llubia
This paper presents a calculation tool for assessing scope 3 transportation emissions in manufacturing, offering a practical method to quantify and reduce emissions for sustainable manufacturing.
Ajay S. Jadhav, Shiva Abdoli
Addressing data scarcity in Scope 3 measurement, this paper proposes a machine learning framework integrating CPC, ISIC, and NAICS classifications. Using supply chain emission factors as target, Gradient Boosting Decision Trees achieved R² …
A. Smidt-Jensen, Trine Boje Røgild, Tom Cohen +6
This study presents a novel approach to producing carbon-negative food colorants by integrating phycocyanin extraction from Spirulina with residual biomass application as a biostimulant for soil organic carbon sequestration. Life cycle asse…
Vimal K. E. K., K. Sivakumar, Jayakrishna Kandasamy +3
This paper identifies 11 interdependent strategies for achieving carbon neutrality in manufacturing supply chains, grouped into six hierarchical levels. Key strategies include policy development, carbon accounting, collaborative learning, r…
Shiwen Zhuang, Yeqi Huang, Annie Hill +1
To support the Scotch whisky industry's net-zero target, a user-friendly carbon footprint calculator for single malt whisky production was developed. It covers distillery, maturation warehouse, and bottling hall, accounting for Scope 1, 2, …
Anna M. Jett, Venkat Kothandaraman, Esther Bobbin +3
This study quantifies greenhouse gas emissions of a US outpatient orthopedic center using the GHG Protocol. Total emissions were 11,049 MTCO2e, with 81% from Scope 3, of which 52% came from patient transportation. It highlights the importan…
ALKA TOMAR AND N. C. GUPTA
This paper analyzes scope emissions and decarbonization strategies of 52 Indian firms in energy, cement, iron & steel, fertilizers, and automobiles using mandatory BRSR data. Findings show that major emitters like NTPC, Ultratech, and Tata …
Browse by Topic