GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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.
Preprint🌍 GlobalZenodo2026#Scope 3DOI
Q-PROC toolkit: reproducible implementation and anonymised dataset (San Carlos, Costa Rica, 2020-2025)
Madrigal Cruz, Diego Alonso
The Q-PROC toolkit provides a reproducible implementation and anonymised dataset for recovering physical quantities from municipal procurement records, applied to asphalt paving in Costa Rica. It implements seven rules to estimate Scope 3 C…
PreprintZenodo2026#Scope 3DOI
Q-PROC: Recovering Physical Quantities from Municipal Public Procurement Records to Quantify Scope 3 Road Construction Emissions in Latin American Local Governments
Madrigal Cruz, Diego Alonso
This paper proposes Q-PROC, a seven-rule method to reconstruct physical quantities from municipal procurement records, applied to 32,688 purchase-order lines in a Costa Rican municipality, yielding 10,368.22 tCO2e. It finds that item catalo…
Peer-reviewed🌍 GlobalJournalJournal of Environmental Economics and Management2026#Scope 3DOI
Trade and the scopes of pollution: Evidence from China’s world market integration
S. Carattini, Hanwei Huang, Frank Pisch +1
Exploiting China's early-2000s world market integration, this paper provides empirical evidence on how trade affects pollution across Scope 1-3 channels. Combining satellite data with firm and coal power plant data, it shows exporting firms…
🌍 GlobalJournalAdvances in computational intelligence and robotics book series2026#Scope 3DOI
Smart Campus Carbon Coach for Scope 3 Emissions Monitoring and Sustainable Decision Support
Shruti Gupta, Ajay Kumar, Mohit Yadav +1
This paper presents ICEC, a prototype system for monitoring and reporting department-level Scope 3 emissions in higher education institutions. It converts user-uploaded consumption data (electricity, diesel, LPG, water, waste) to CO2e using…
ReportSustainability Handbook Volume 1 the Body of Knowledge Around Substantial Sustainability Innovation2024#Scope 3DOI
CO2reduction (scopes 1-2-3) and how to go about it
von Rosing M.
This material explains practical steps for companies to classify GHG emissions into Scope 1, 2, and 3, set reduction targets, and implement measures. It focuses on concrete reduction actions and implementation approaches to support corporat…
PreprintZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI
From Scope 3 Inventory Reductions to Grounded Emissions Consequences: A Reachability- and Evidence-Constrained Accounting Framework
Boduen Wang
This paper proposes a novel accounting framework that links Scope 3 inventory reductions to actual emissions consequences, incorporating reachability and evidence constraints. It aims for more realistic and verifiable emissions reduction as…
🇨🇳 ChinaDatasetMendeley Data2026#Scope 3DOI
Replication Data and Code for “Managing the Domestic Carbon Footprint of China’s Digital Exports: Interprovincial Emission Sources, Responsibility Gaps, and Mitigation Priorities”
Jiangquan He, Ting‐Chi Wen
This dataset provides province- and sector-level estimates of domestic production-based Scope 1 CO2 embodied in China's exports of digital-economy core industries for 2012-2016, 2019, and 2020. It includes interprovincial carbon flows, tran…
PreprintZenodo2026#Scope 3DOI
The REMI Protocol: A Verified Circular Identity Framework
Adebukunola, Ademayowa M
The REMI Protocol proposes an independent, standard-native verification layer for circular action, targeting people, communities, and SMEs not covered by enterprise frameworks. A verified circular action is captured once and expressed as a …
Peer-reviewedJournalJournal for European Environmental and Planning Law2024#Scope 3DOI
Liability of Non-State Actors for Scope 3-Emissions
Brans E.
This paper examines the legal liability of non-state actors (e.g., corporations) for Scope 3 emissions. It analyzes the extent of corporate responsibility for supply chain emissions in light of climate litigation and regulatory developments…
Peer-reviewedJournalACS Sustainable Resource Management2026#Scope 3DOI
Corporate Carbon Footprint and Scope 3 Emissions in Stainless Steel Electric Arc Furnace Steelmaking: A Step To Tackle Climate Change
Testini L.
This paper assesses corporate carbon footprint and Scope 3 emissions in stainless steel electric arc furnace (EAF) steelmaking, aiming to tackle climate change. By quantifying supply-chain-wide emissions, it identifies specific reduction op…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#Scope 3DOI
Drivers of Scope 3 Emissions Disclosure Quality—CDP Analysis
Xintao Li, Binh Bui, Thanh Phan
Using CDP data from 2018-2022, this study empirically examines how climate governance and supplier engagement influence Scope 3 disclosure quality. Findings show that climate governance partially mediates the effect of supplier engagement o…
Peer-reviewedJournalJournal of Cleaner Production2026#Scope 3DOI
Price models as the missing link between sustainable business models and Scope 3 decarbonisation: Evidence from timber transportation
Mathias Cöster, Einar Iveroth, Carl-Johan Petri +1
This paper examines price models as the missing link between sustainable business models and Scope 3 decarbonisation, using timber transportation as a case study. It empirically analyzes how pricing affects supply chain emissions and offers…
Peer-reviewed🇺🇸 USAJournalFrontiers in Climate2026#Scope 3DOI
Bridging the climate-corporate gap: utilizing GWP* with GWP100 for livestock companies’ greenhouse gas inventories
Sarah C. Klopatek, Logan R. Thompson, Sara E. Place +1
This paper develops a methodology for livestock companies to dual-report GWP* and GWP100 in their GHG inventories, addressing the limitations of GWP100 for short-lived climate pollutants. The 'shadow company' technique enables GWP* calculat…
Peer-reviewed🌍 GlobalJournalSouth African Journal of Economic and Management Sciences2026#Scope 3DOI
Evaluating voluntary greenhouse gas disclosure by Johannesburg Stock Exchange-listed food producers
Nerine Botma, Susanna L. Middelberg
This study evaluates GHG disclosure by six JSE-listed food producers using a GRI 305-based coding index. Most companies disclosed Scope 1 and location-based Scope 2 emissions, but Scope 3 disclosure was minimal and key methodological detail…
JournalAtaturk University - AVESIS2026#Scope 3
INTERPOLATION-BASED IPCCCOMPLIANT DEFRA ANALYSIS OF TRANSPORTATION-RELATED CORPORATE CARBON FOOTPRINT
Emre Turgut, Filiz Nuran Acar
This paper proposes an interpolation-based method to adjust DEFRA emission factors for IPCC compliance in corporate transportation-related carbon footprint calculations. It enhances temporal and regional consistency of emission factors, imp…
Peer-reviewedJournalEnvironment and Natural Resources Journal2026#Scope 3DOI
Strategic Framework for Driving Thai Universities toward Net-Zero Emission: A Case Study of Khon Kaen University
Watchara Pattanawiwattanaporn, Choopong Thongkumsamut
This study develops an integrated strategic framework for guiding Thai universities toward net-zero, using Khon Kaen University as a case. Combining literature review, gap analysis, emissions clustering, and design-factor synthesis aligned …
Preprint🌍 GlobalZenodo2026#Scope 3DOI
Banking on Supply Chain Decarbonisation: A Case Study on Scope 3 Emissions Management in Purchased Goods and Services at BNY
Cowell, Jan
This paper examines Scope 3 Category 1 (Purchased Goods and Services) emissions management in financial institutions, using BNY as a case study. It finds fragmented disclosure and argues that the hybrid calculation method offers the best ba…
PreprintZenodo2026#Scope 3DOI
Astrazeneca's Sustainability Leadership: Pioneering NetZero Healthcare Innovation in the UK Pharmaceutical Industry
Pappu, Vamsi Lakshman, Min, May Thandar, Cameron-Goddard, Luke +4
This poster analyzes AstraZeneca's sustainability strategy in the UK pharmaceutical sector and its alignment with the NHS Net Zero 2040 roadmap. The company has cut Scope 1 and 2 emissions by ~68% since 2015 and invested in low-carbon facil…
Peer-reviewedConferenceProcedia Computer Science2023#Scope 3DOI
Determining UK government scope 2 and 3 computer greenhouse gas emissions
Sutton-Parker J.
This paper presents a methodology for quantifying scope 2 and scope 3 GHG emissions from computers used by the UK government. It helps visualize lifecycle emissions of IT equipment in public procurement and prioritize reduction efforts.
Peer-reviewedJournalSustainability2026#Scope 3DOI
Scope 3 Users’ GHG Emissions in Highway Concessions: An ASIF-Based Governance Framework
Sergio Moniz Barretto Garcia, Lino Guimarães Marujo, Victor Hugo Souza de Abreu +1
This study proposes a novel framework applying the ASIF methodology to manage Scope 3 emissions in highway concessions, using data from a major Brazilian highway. It shows that interventions like free-flow tolling and fleet electrification …