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🇨🇳 ChinaJournalFrontiers in Earth Science2026#CCUSDOI
CO2 geological storage in China: a mini review of technical options, trade-offs, and pathways toward carbon neutrality
Tianbiao Zhao
This review systematically compares CO2 geological storage options in China from an engineering perspective, evaluating six storage types (deep saline aquifers, depleted oil/gas reservoirs, coal seams, basalts, shales, marine sediments) usi…
Peer-reviewed🇨🇳 ChinaJournalJournal of Environmental & Earth Sciences2026#Carbon PricingDOI
Economic Cost-Benefit Analysis and Environmental Resource Management Performance Evaluation under the Carbon Trading Market
Tianzhi Ouyang, Qi Liu
This review proposes an integrated framework for evaluating economic cost-benefit and environmental resource management performance under carbon trading markets. It synthesizes theoretical foundations, economic costs and benefits, and envir…
Peer-reviewed🇨🇳 ChinaJournalPacific Economic Review2026#PolicyDOI
Navigating North–South Environmental Policy Under Trade Frictions, Carbon Neutrality and Livelihood Targets
Liming Hong, Sajid Anwar, Lili Yu
This paper develops a theoretical North–South trade model to examine trade-offs between environmental regulation, competitiveness, and consumer welfare under trade frictions. It finds that the optimal environmental tax is lower than the Pig…
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…
Peer-reviewedJournalSustainable Energy Grids and Networks2026#Carbon AccountingDOI
Carbon emissions accounting for joint optimization of virtual power plant energy and carbon trading
Qixin Liu, Timur Sayfutdinov, Arman Alahyari +1
This paper proposes a carbon emissions accounting method for jointly optimizing energy and carbon trading in virtual power plant (VPP) operations. It leverages VPP flexibility to balance emission reductions with economic efficiency, offerin…
Peer-reviewedJournalSystems Research and Behavioral Science2026#Transition FinanceDOI
Scaling Regenerative Supply Chains in Agriculture: An Integrated Framework of Digital MRV, Transition Finance and Socioecological Resilience
Hoang Duong Nguyen, Minh Ngoc Dinh, Minh Thu Tran +1
Regenerative agricultural supply chains generate ecological value but are excluded from financial valuation, creating a 'bankability gap' that constrains capital. Using a causal loop diagram, this study identifies feedback structures sustai…
🇪🇺 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…
Journal2026#PolicyDOI
Billing me softly: How to design targeted energy discounts
Mike Brewer, Alex Clegg, Jonathan W. Marshall
This policy paper proposes a targeted energy discount scheme for UK households, criticizing universal support for its inefficiency and suggesting a design that reaches lower-income groups more effectively. It recommends building the scheme …
🌍 GlobalJournalZurich Open Repository and Archive (University of Zurich)2026#Energy TransitionDOI
The Role of Biodiversity in Sustainable Energy Transitions for Charcoal
Dabwiso Sakala
This thesis examines how charcoal production, land-use change, and climate change affect carbon dynamics across Sub-Saharan African biomes using dynamic vegetation modeling and random forest analysis. Findings show biome-dependent carbon lo…
Journal2026#Energy TransitionDOI
Extended exergy–based energy return on investment
Marcus Vinicius da Silva Neves, Alexandre Szklo, Roberto Schaeffer
This chapter introduces an extended exergy-based energy return on investment (Ex-EROI) framework to address the limitations of conventional EROI in capturing the complexity of the current decarbonization-driven energy transition. It integra…
Peer-reviewedJournalInternational Journal of Science Engineering and Technology2026#AI × ESGDOI
Solar Power Generation Prediction and Optimal Site Selection using Machine Learning and Geospatial Data
P. Vibin Sri Balaji, Srinivasan R
This study proposes an AI-based framework integrating satellite data and machine learning to identify optimal solar plant sites and forecast 10-year energy output. Using NASA POWER data and Random Forest regression, it achieves high predict…
Journal2026#Energy TransitionDOI
Agricultural systems in the energy transition to a new solar-based economy
Enric Tello
This chapter argues that agricultural systems are both a cause and a key solution to the global environmental crisis. It applies material and energy flow accounting from ecological economics to agroecosystems as coproduction with nature, us…
Peer-reviewed🇪🇺 EuropeJournalPrzegląd Krytyczny2026#Energy TransitionDOI
Speed versus resilience in Poland’s energy transition
Mariusz Baranowski
This paper analyzes the complexity of Poland's power sector decarbonization, evaluating projected generation mix to 2040. It finds coal's share declining from 87% in 2015 to 9% in 2040, with renewables expanding to 53%, but warns of carbon …
Peer-reviewed🌍 GlobalJournalQuaderns IEE2026#PolicyDOI
Energy Transition and Working Classes
Aina Muñoz Molina
This article critically examines the gap between the European Green Deal's just transition promise and reality, using case studies from Poland, Germany, Spain, and Sweden. Applying three dimensions of justice (distributive, procedural, reco…
Peer-reviewed🇺🇸 USAJournalEnvironmental Research Energy2026#PolicyDOI
The politics and policies governing China’s coal transition: implications for climate mitigation
Weila Gong, Joanna I. Lewis
This study analyzes the politics of China's coal transition, focusing on bureaucratic roles. Using an original dataset of national coal policies from 2013-2025, it finds that coal-reduction policies led by the Ministry of Ecology and Enviro…
🌍 GlobalJournalFrontiers in Energy Research2026#PolicyDOI
Government-led energy initiatives: a systematic literature review on strategies for sustainability and transition
Lebogang Tlowana, Mampilo Phahlane, Avrill Mukhithi
A systematic review of government-led energy sustainability initiatives, analyzing 40 articles via PRISMA. Highlights renewable integration, circular economy, and just transition as key, while identifying barriers like financing, infrastruc…
Peer-reviewedJournalInternational Journal of Science Engineering and Technology2026#AI × ESGDOI
Solar Power Generation Prediction and Optimal Site Selection using Machine Learning and Geospatial Data
P. Vibin Sri Balaji, Srinivasan R
This study integrates satellite data and machine learning to identify optimal solar installation sites and forecast 10-year energy output. Using NASA POWER data and physical PV modeling, Random Forest achieves high predictive accuracy (R²≈0…