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-reviewedCNJournalSustainability Switzerland2023#Carbon PricingDOI
The Impact of Carbon Emission Trading Policy on Enterprise ESG Performance: Evidence from China
Zhang Y.
This paper empirically analyzes the impact of China's carbon emission trading scheme (ETS) on corporate ESG performance. Using policy implementation as a quasi-natural experiment, it examines whether ETS participation improves firms' ESG sc…
Peer-reviewedCNJournalSustainability Switzerland2022#Carbon PricingDOI
Can China’s Policy of Carbon Emissions Trading Optimize Manufacturing Structure? Evidence from Guangdong Based on a Synthetic Control Approach
Lei Y.
This paper evaluates the impact of China's carbon emissions trading scheme (ETS) in Guangdong on optimizing manufacturing structure, using a synthetic control approach. It provides causal evidence on whether ETS promotes industrial upgradin…
Peer-reviewed🌍 GlobalJournalTürkiye Mesleki ve Sosyal Bilimler Dergisi2026#AI × ESGDOI
Climate Anxiety Disclosures and Investor Behavior: Examining the Accounting Consequences of Voluntary Eco-Psychological Reporting
Amel Mahmood Ali Alobaidi
This study examines the impact of voluntary climate anxiety disclosure on investor behavior using mixed methods: textual analysis, archival data, and experiments. Disclosure significantly predicts investor behavior, moderated by firm size a…
Peer-reviewed🌍 GlobalJournalJournal of Real Estate, Construction & Management2026#AI × ESGDOI
Blockchain for Circularity: Enhancing Traceability and Reducing Embodied Carbon in Steel Supply Chains
Sinhika Deshmukh, S. Karve
This study proposes and evaluates a blockchain-enabled traceability framework for Tata Steel's supply chain. Scenario modeling suggests traceability coverage could rise from 42% to 98%, scrap reuse from 60% to 88%, enabling an estimated 3.0…
Peer-reviewedCNJournalSustainability2026#Climate FinanceDOI
Climate Risk Disclosure and Corporate Financial Performance: Pathways to Sustainable Value Creation
Yong Li, Zi Shuang
Using 4,501 Chinese A-share firms (2009-2024), this study finds climate risk disclosure (CRD) positively associated with ROA and Tobin's Q. Pathways include lower financing costs and greater green innovation. Institutional ownership and acc…
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2026#ESGDOI
Balancing Sustainability and Digitalization: How Country
FinTech
Rank Moderates the
ESG
–Firm Value Relationship Amid Controversies
Amira Tarek Ibrahim Metwally, Sandra Ibrahim Mikhael Ibrahim
This study examines how ESG performance and ESG washing affect firm value in the context of digital financial system development. Using panel data from global ESG Leaders Index firms (2018-2023) and fixed-effects regressions, it finds that …
Peer-reviewed🇪🇺 EuropeJournalEceee ... summer study proceedings2026#Carbon PricingDOI
Assessing distributional and environmental impacts of ETS2 and potential mitigation under the Social Climate Fund
Tom Krusche, Alina Winter, Alessia Fulvimari
This study assesses the distributional impacts of the EU ETS2 on households across 27 member states using microsimulation, revealing heterogeneity across income groups and countries. It simulates Social Climate Fund-eligible mitigation meas…
🌍 Global2026#AI × ESGDOI
A Constrained Residual Learning Framework for Portfolio Optimization in China & Europe's Carbon Market
Wang-Chen Yang, H. Arian, Cui-Cui Luo
This paper proposes a constrained residual learning framework for portfolio optimization in China and Europe's carbon markets. It applies machine learning to capture carbon price dynamics and optimize risk-return trade-offs, offering improv…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Climate ScienceDOI
A bibliometric analysis of carbon dioxide removal research in the decade after the Paris Agreement
Richard Bodó, András Torma
This bibliometric study maps carbon dioxide removal (CDR) research from 2016 to 2025 using 4,281 Web of Science records. Output surged after 2019, aligning with net-zero targets. Four thematic clusters emerged, but the direct link between e…
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2026#AI × ESGDOI
From Dictionaries to Deep Learning: A Systematic Mapping Review of the Natural Language Processing Tasks Used to Analyze Sustainability Reports
Hannes Cordes
This systematic review maps NLP tasks used to analyze sustainability reports, categorizing 160 studies hierarchically. It finds keyword search, content analysis, and topic modeling are most common, and highlights limitations such as linguis…
Peer-reviewed🇪🇺 EuropeJournalHerald of Economics2026#ESGDOI
Analysis of Financial and Non-Financial Metrics in Sustainability Reporting
Sofiіa Kafka
This paper proposes an analytical methodology to integrate non-financial reporting into strategic management under CSRD/ESRS and Omnibus I, based on double materiality. Using hybrid weighting combining ESRS materiality, expert evaluation, a…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#AI × ESGDOI
ESG Information Disclosure and Capital Market Performance of AI Enterprises: A Case Study of Microsoft
Rongyu Ji
This qualitative case study of Microsoft examines how ESG information disclosure affects capital market performance in AI enterprises. It finds that completeness, openness, and AI-specific governance of ESG disclosure are high, with respons…
Peer-reviewed🇪🇺 EuropeJournalOpen Research Europe2026#AI × ESGDOI
Assessing carbon footprint of defect repair in wind turbine blade manufacturing: a case study in an SGRE factory
Léo Staccioli, José Gallego, Milena Nasner +1
This study assesses carbon footprint of defect repair in wind turbine blade manufacturing across three configurations: baseline, optimized infusion, and sensor+ML. Optimized infusion cuts repair CO2 by 30.4%, ML by 19.5%, less than its 32.1…
Peer-reviewed🌍 GlobalJournalInternational Journal of Global Innovations and Solutions (IJGIS)2026#AI × ESGDOI
Operational Strategies for Reducing the Energy and Carbon Footprint of AI-Enabled Cloud Infrastructure
Atul Khanna, Abhishek Shukla
As AI workloads grow, data center electricity demand and carbon emissions rise sharply. This paper argues from an operations perspective—not hardware design—that workload placement, energy- and carbon-aware scheduling, right-sizing, inciden…
Peer-reviewed🌍 GlobalJournalNature Communications2026#Climate ScienceDOI
The global distribution of macroalgal carbon burial in coastal sediments
Dongyang Fan, Carlos M. Duarte, Faming Wang +18
Macroalgae are important for ocean carbon cycling, but the spatial distribution of their coastal carbon burial is poorly known. This study provides a high-resolution global assessment, finding that depositional environment controls burial, …
Peer-reviewedCNJournalAdvances in Economics Management and Political Sciences2026#Carbon AccountingDOI
Carbon Information Disclosure and Corporate Financing Constraints
Siyan Chen
Using a Difference-in-Differences model on Chinese A-share listed companies, this paper finds that improved carbon information disclosure reduces corporate financing constraints. It also explores the moderating effect of ownership nature, p…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate FinanceDOI
Analysis code for "The conservation success penalty of mangrove protection under current blue carbon finance mechanisms in Southeast Asia"
You-Ren Wang
This repository provides code and derived data analyzing the financial incentives of blue carbon finance mechanisms for mangrove protection in Southeast Asia (Indonesia, Malaysia, Philippines). It compares avoided-loss crediting signals aga…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Marine Science2026#PolicyDOI
The duty to know: monitoring, reporting and verification as an obligation of due diligence in the legal protection of blue carbon ecosystems
Meng Li, Xuedong Wang, 肖旭倩
This paper theorizes the legal basis for protecting blue carbon ecosystems under international law, arguing that monitoring, reporting, and verification (MRV) is a binding obligation under UNCLOS Articles 192, 194, and 204-206, independent …
Peer-reviewed🇨🇳 ChinaJournalMolecules2026#CCUSDOI
Direct Air Capture of CO2: Mechanism-Guided Materials, Process Integration, and Scalable Carbon Removal
Xinyi Wei, S. K. Kot-Cheung, Jing Sun
This review systematically analyzes Direct Air Capture (DAC) technology using a performance-transfer framework from molecular binding to material shaping, contactor operation, regeneration, and storage. Surveying the past decade of literatu…
Peer-reviewed🌍 GlobalJournalInternational Journal of Sustainable Energy2026#AI × ESGDOI
Low-carbon energy production for sustainable development: a bibliometric analysis and SWOT appraisal of artificial intelligence contributions
Oyetola Ogunkunle, Emmanuel Uche, Kinsgley I. Okere +1
This paper systematically evaluates AI contributions to low-carbon energy production using bibliometric analysis and SWOT appraisal. It identifies research trends, key themes, and strengths, weaknesses, opportunities, and threats, offering …