GX Research Hub · English
GX & Decarbonization Research
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.
🌍 Global📚 Peer-reviewed · JournalEarth2026#Carbon PricingDOI
Global Carbon Sequestration and the Roles of Tropical Forests and Crops: Prospects for Using Innovative Carbon Trading Approaches to Address the Climate Emergency
Denis J. Murphy, S. Yong
This review examines the global carbon cycle imbalance and the potential of tropical forests and tree crops to sequester an additional 1-2 GtC annually through reforestation and improved management. It advocates for transparent carbon tradi…
CN📚 Peer-reviewed · JournalarXiv.org2026#Carbon AccountingDOI
Stable Time Series Prediction of Enterprise Carbon Emissions Based on Causal Inference
Zitao Hong, Zhen Peng, Xueping Liu
This study addresses the challenge of predicting enterprise carbon emissions amid distribution shifts across regions, industries, and policies. By integrating causal inference with stable learning, it proposes a time-series prediction mecha…
📚 Peer-reviewed · JournalJournal of Renewable and Sustainable Energy2026#Renewable EnergyDOI
Policy-induced market coupling in renewable energy: A system dynamics study of green certificates, carbon emissions, and power rights
Jie Liu, Yongshuai Ma, Qingyu Li +2
This study uses a system dynamics model to analyze how renewable energy quotas and power generation rights trading affect green certificate and carbon emission prices. It finds short-term promotion but long-term inhibition effects on renewa…
🌍 Global📚 Peer-reviewed · JournalJournal of Innovation and Development2026#Climate FinanceDOI
Pricing Mechanisms and Development Prospects of Green Financial Derivatives
Ruixuan Chen, Jiayu Ou, Ziyue Wan
This paper proposes an improved pricing framework for green financial derivatives (e.g., green bond futures, carbon-linked options) using an ESG-GARCH model that integrates ESG risk indicators and climate data. Analyzing data from the EU ET…
📚 Peer-reviewed · JournalScientific Reports2026#Carbon PricingDOI
Optimized economic scheduling of demand response in integrated energy systems considering dynamic energy efficiency and dynamic carbon trading
Haoyu Mao, Qiyue Deng, Zihao Zhang +1
This paper constructs an optimization model for demand response economic scheduling in integrated energy systems (IES) incorporating dynamic energy efficiency and dynamic carbon trading. It proposes a distributed robust optimization (DRO)-m…
📚 Peer-reviewed · JournalDiscover Artificial Intelligence2026#Carbon AccountingDOI
The application of blockchain and smart contracts in the trusted evidence storage of carbon trading data of listed companies
Jiating Wang, Yinan Peng
This paper proposes a trusted evidence storage system using blockchain and smart contracts to enhance the reliability of carbon trading data for listed companies, ensuring transparency and tamper-proof records to strengthen carbon credit ma…
📚 Peer-reviewed · JournalEnergies2026#Carbon PricingDOI
Low-Carbon Economic Dispatch of Data Center Microgrids via Heat-Determined Computing and Tiered Carbon Trading
Lijun Ma, Hongru Shi, Guohai Liu +2
This study proposes a collaborative low-carbon economic scheduling strategy for data center microgrids, integrating delay-tolerant workload shifting based on queuing theory and waste heat recovery through heat-determined computing, along wi…
CN📚 Peer-reviewed · JournalIEEE transactions on consumer electronics2026#Carbon PricingDOI
Cooperative Operation and Benefit Allocation for Multiple Integrated Energy Systems Considering Electricity-Carbon Trading and Uncertainties
Yanhong Luo, Yuqing Yang, Bowen Zhou +2
This study proposes a cooperative operation framework for multiple integrated energy systems (MIES), modeling electricity-carbon P2P trading via Nash bargaining and handling uncertainties with robust optimization and chance-constrained prog…
CN📚 Peer-reviewed · JournalJournal of Renewable and Sustainable Energy2026#Carbon PricingDOI
Quantum algorithm-enhanced evaluation method for hybrid wind-PV system projects considering carbon trading
Zhanpeng Xu, Zhehan Li, Longze Wang +6
This paper proposes a quantum-enhanced evaluation framework for hybrid wind-PV systems under carbon emission trading (CET). It integrates quantum particle swarm optimization (QPSO) with TOPSIS to handle uncertainty from evolving CET policie…
🌍 Global📚 Peer-reviewed · JournalJournal of Energy & Natural Resources Law2026#Carbon PricingDOI
ASEAN carbon markets and regional energy connectivity: the role of Article 6 in supporting the energy transition
Kaho Yu, Yunheng Zhou, Xinchuchu Gao
This paper examines how Article 6 of the Paris Agreement shapes carbon markets in ASEAN and its implications for regional energy connectivity and transition. It analyzes how Article 6 provides a high-integrity framework to address instituti…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Nutrition2026#PolicyDOI
Policy mix for a low-carbon food system
M. Busó, Sanchayan Banerjee, Thales A. P. West
This perspective argues that a policy mix combining hard tools like carbon pricing and Emission Trading Systems (ETS) with soft tools like nudges is essential for transforming the food system to low-carbon. It proposes innovative policies s…
🇪🇺 Europe📚 Peer-reviewed · JournalEnvironmental Research: Energy2026#PolicyDOI
Evaluating the consistency between Ireland’s carbon budget-aligned energy system pathways and EU energy and climate targets
Ciara Doherty, Vahid Aryanpur, Hannah Daly
This study quantitatively assesses the alignment of Ireland's carbon budget-aligned energy pathways with EU climate and energy targets. Using the TIMES-Ireland model, it finds that domestic carbon budgets can exceed EU ETS targets and 2040 …
📚 Peer-reviewed · JournalJournal of Management Science and Entrepreneurship2026#ESGDOI
THE IMPACT OF ESG DISCLOSURE ON FIRM PERFORMANCE: EVIDENCE FROM LISTED MANUFACTURING COMPANIES IN NIGERIA
ABDUL KERIM, ALI MOHAMMED LAWAL, ALI BILIKISU ABUBAKAR
This study examines the impact of ESG disclosure on the financial performance of Nigerian listed manufacturing firms from 2016 to 2025. Using a content analysis index based on GRI standards and panel regression, it finds that overall ESG di…
📚 Peer-reviewed · JournalMultidisciplinary Indonesian Center Journal (MICJO)2026#Carbon AccountingDOI
ANALYSIS OF THE CONFORMITY OF CARBON EMISSION DISCLOSURE BASED ON ENVIRONMENTAL MANAGEMENT ACCOUNTING THROUGH GRI 305 IN IDX LQ45 LOW CARBON LEADER INDEX COMPANIES (2022–2024)
Tyas Aswadina Poliyama, M. Mahdalena, Ronald S. Badu
This study analyzes the conformity of carbon emission disclosures with GRI 305 standards among Indonesian LQ45 Low Carbon Leaders index companies from 2022 to 2024. Using a quantitative descriptive approach, it finds that most companies ach…
🌍 Global📚 Peer-reviewed · JournalEduvest - Journal Of Universal Studies2026#Disclosure InfrastructureDOI
Implementation of the Sustainability Reporting Standard Based on Sustainability Disclosure Standards 1 and 2 for PT XYZ
Darjito Wahyu Probo Apsoro, Asep Darmansyah
This study analyzes PT XYZ's readiness for Indonesia's mandatory Sustainability Disclosure Standards (PSPK 1 & 2, based on ISSB) by 2027. Using SWOT and Actor-Network Theory, it identifies gaps in materiality, climate risk assessment, and d…
📚 Peer-reviewed · JournalGreen and Low-Carbon Economy2026#ESGDOI
Does Sustainability Pay? Evidence on the Profitability-Mediated Connection Between ESG Reporting, Audit Quality, and Market Value
Widaryanti Widaryanti, Luhgiatno Luhgiatno, Riana Sitawati
Using panel data from 89 Indonesian listed firms (2021-2023), this study investigates how sustainability reporting (GRI-based) and audit committee characteristics affect firm value (Tobin's Q), with profitability (ROA) as a mediator. Result…
📚 Peer-reviewed · JournalDiscover Sustainability2026#ESGDOI
Mapping ESG disclosure and reporting standards in sustainability reports using bibliometric analysis
V. P. Safas, Mohsin Khan
This study uses bibliometric analysis to map ESG disclosure and reporting standards in sustainability reports, providing a systematic overview of the field. It identifies key standards and trends, revealing the evolution of research.
📚 Peer-reviewed · JournalDhana2026#ESGDOI
The Integration of Sustainability Accounting and ESG Reporting in Enhancing Corporate Transparency and Accountability in the Era of Sustainable Economy
E. Mayndarto, Ayke Nuraliati, Nada Cantika Putri Kadua
This study quantitatively analyzes the impact of integrating sustainability accounting and ESG reporting on corporate transparency and accountability. Using regression analysis on secondary data from corporate reports, it finds that integra…
🌍 Global📚 Peer-reviewed · JournalJournal of Accounting & Organizational Change2026#AI × ESGDOI
ESG disclosure, AI integration and organizational change for sustainability culture and climate resilience in Bangladesh: a moderated mediation model
Md Arafat Rahman, Sazzad Hossain Shaon
This study empirically investigates the role of AI in enhancing ESG disclosures in Bangladesh, using a survey of 434 respondents. It finds that AI integration significantly improves ESG reporting, fostering sustainability culture and climat…
📚 Peer-reviewed · JournalVeredas do Direito2026#ESGDOI
AI-ENABLED ESG INTELLIGENCE: A SYSTEMATIC REVIEW OF NLP AND PREDICTIVE ANALYTICS FRAMEWORKS FOR AUTOMATED SUSTAINABILITY REPORTING (2020–2025)
Obaid Ur Rehman Qureshi
This systematic review of AI-based ESG reporting automation (2020-2025) covers data harmonisation, NLP extraction, predictive analytics, and governance. It analyses EU Taxonomy, CSRD/ESRS, ISSB, and Saudi CMA guidelines. Domain-adapted tran…