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.
Peer-reviewed🇨🇳 ChinaJournalJournal of Applied Economics and Policy Studies2026#Carbon PricingDOI
Can the carbon cap-and-trade and government subsidies drive carbon abatement and mitigate environmental impacts?
Lili Lu
This paper develops a two-echelon low-carbon supply chain game model to analyze the effects of carbon cap-and-trade and government subsidies on manufacturing decarbonization. It finds that cap-and-trade maximizes profitability and carbon re…
Peer-reviewedCNJournalBusiness Strategy and the Environment2026#Carbon PricingDOI
Carbon Markets and Green Innovation: Path‐Dependent Firm Responses to Emissions Trading
RUSHI CHEN, Effie Kesidou, Peter Howley
Using China's ETS as a quasi-natural experiment, this paper shows that regulatory-induced green innovation is path-dependent: the ETS only stimulates green innovation among firms with recent, continuous green innovation experience, not amon…
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Annual Report Text Corpus and Replication Materials for ESG Analysis of European Listed Banks, 2013–2023
Dara Ghahremani
This repository provides a machine-readable corpus of annual reports from European listed banks (2013-2023), along with scripts and an ESG dictionary for text analysis. It supports reproducible ESG disclosure research, including term-densit…
Peer-reviewed🇪🇺 EuropeJournalJournal of risk and financial management2026#Disclosure InfrastructureDOI
Does Mandatory ESG Disclosure Move Stock Prices? Evidence from the European Union’s Corporate Sustainability Reporting Directive
Aleena Varekat Charly, Tetiana Paientko
This paper examines stock price reactions to five CSRD milestones using matched German DAX and US S&P 500 firms. The annual difference-in-differences estimator yields a positive coefficient, but diagnostics indicate it does not identify a r…
🌍 GlobalJournal2026#AI × ESGDOI
Regulatory frameworks for AI and ESG reporting
Małgorzata Radomska
This chapter analyzes the relationship between sustainability reporting and AI from a regulatory perspective. ESG disclosure and AI regulation have developed separately, leading to fragmentation and practical challenges. It maps key legisla…
🌍 GlobalJournal2026#Energy TransitionDOI
Net Energy Analysis
Louis Delannoy, D. Murphy
This book provides a comprehensive synthesis of recent advances in net energy analysis (NEA), focusing on the EROI concept and covering process-based accounting, input-output analysis, hybrid methods, and system-wide assessments. It explore…
🌍 GlobalJournal2026#Energy TransitionDOI
Bridging the inequality deficit in Indonesia’s energy transition
Angie Bexley
This paper analyzes Indonesia's clean energy investment promotion measures (green taxonomy, green bonds, guarantee mechanisms) and argues that de-risking apparatus to attract private finance may exacerbate inequality. It examines the social…
🌍 GlobalJournal2026#Energy TransitionDOI
Industrial energy in integrated assessment models
Michele Manfroni, Louis Delannoy, Sandrine Mathy +4
This chapter critically examines industrial energy representation in integrated assessment models (IAMs), highlighting insufficient capture of energy-material nexus, embodied energy, and upstream constraints. Demand-driven, price-constraine…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
The Transition Autonomization Threshold (TAT): A Foundational Framework for Studying Self-Sustaining Decarbonization Transitions
IRAMBONA Gael
This paper introduces the Transition Autonomization Threshold (TAT) framework to explain why some decarbonization transitions become self-sustaining while others remain dependent on external policy support. It proposes the Transition Autono…
🌍 GlobalJournal2026#Energy TransitionDOI
Dynamic energy return on energy investment (EROI) of full energy systems in climate mitigation pathways
Tristan Martin, Iñigo Capellán‐Pérez, Juan Manuel Campos-Rodríguez +1
This paper proposes a novel methodology for dynamically assessing energy and material requirements of transitioning to renewable energy systems using an energy system model. Simulating scenarios up to 2060, it finds that re-materialization …
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2026#Energy TransitionDOI
Forecast of building materials and their related environmental impacts: comparing wood-based and conventional construction pathways
Camilla Marlene Ernst Andersen, Rasmus Nøddegaard Hansen, Endrit Hoxha +1
This study compares wood-based and conventional construction pathways in Denmark from 2025 to 2050, projecting material flows and emissions using LCA of 16 case buildings. Wood-based materials significantly reduce upfront GHG emissions and …
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Selected insights from ENGIE's 2025 edition of Emerging Sustainable Technologies, combined with key results of the eLECTRO project
Engie (Belgium), Engie (France)
This factsheet by ENGIE presents key insights from their 2025 edition of Emerging Sustainable Technologies and highlights main results from the eLECTRO project, focusing on trends and demonstrations of technologies contributing to decarboni…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Behind-the-Meter Solar at Hyperscale Data-Center Campuses: A Resource-Graded Carbon-Price Threshold Across Eleven U.S. Markets (code and data)
Dutta, Sweta
This paper provides code and data for evaluating behind-the-meter solar at hyperscale data centers across 11 U.S. markets, expressed as resource-graded carbon-price thresholds. Monte Carlo simulations and sensitivity analyses quantify how l…
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
Governance, ownership and funding of CO2 transport networks (D10.4)
Bagdonas, Martynas, Lennon, Emily, Poovalagan, Hareesh Singanallur +1
This report examines governance, ownership, and funding options for transnational CO2 transport networks essential for EU's 2050 net-zero target. It identifies a significant gap between current financing mechanisms and investment needs, rec…
Preprint🇪🇺 EuropearXiv2026#AI × ESG
Europe's Climate Ambition Under Scrutiny: Evidence from Deep Learning Emission Projections
Jacopo Ghirri, Carlos Rodriguez-Pardo, Lara Aleluia Reis +1
Using deep learning on high-resolution socioeconomic and sectoral data, this study projects EU27 CO2 trajectories to 2030 under current trends. It finds emissions will exceed the 2030 target by 35% (620 Mt shortfall), with only a minority o…
🇨🇳 ChinaDatasetScience Data Bank2026#Climate ScienceDOI
Global 2km×2km low uncertainty column-averaged dry air mixing ratio of methane dataset (2018-2025)
Jiwei Shen, Dakang Wang
A global 2km×2km methane concentration dataset (TRCH4S V1.0) derived from TROPOMI satellite data. Validated against TCCON and GOSAT, it shows high accuracy and resolves plume structures from super-emitters like oil and gas fields better tha…
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🇪🇺 EuropeJournalFrontiers in Sustainable Food Systems2026#Carbon AccountingDOI
Farm-level greenhouse gas assessment in dairy systems: a review of drivers of variability
Dima Farra, Nicolaj Ingemann Nielsen, You Chang +5
This review analyzes factors affecting comparability of farm-level GHG estimates in dairy systems. Based on 91 studies, it finds that variation stems mainly from system boundaries, functional units, allocation procedures, upstream coverage,…
Peer-reviewedCNJournalFrontiers in Marine Science2026#PolicyDOI
Navigating regulatory overlap in shipping decarbonization: coordinating the EU Maritime ETS and the IMO Net-Zero Framework
Gaoxin Guo, Peng Wang
This article analyzes regulatory overlap between the EU Maritime ETS and the IMO Net-Zero Framework in international shipping decarbonization. It identifies normative, cost, and procedural overlaps, and proposes a two-level coordination pat…
🌍 GlobalJournal2026#Energy TransitionDOI
Author response for "Decarbonization Pathways and Mitigation Potential Assessment for the Steel Sector in Southeast Asia"
Tae Yong Jung, Yoonha Lee, Hyunkyung Joo +2
This paper assesses decarbonization pathways and mitigation potential for the steel sector in Southeast Asia, addressing region-specific challenges and proposing technology and policy options for a sustainable transition.