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.
Peer-reviewed🌍 GlobalJournalRecent Advances in Electrical & Electronic Engineering (Formerly Recent Patents on Electrical & Electronic Engineering)2026#Energy TransitionDOI
An Innovative Stackelberg Game-Theoretic Approach for Electricity Trading in Microgrids With Blockchain Technology
Yue Tian, Xinping Miao, Wenke Li +2
This study proposes an innovative model integrating blockchain and Stackelberg game theory for peer-to-peer electricity trading in microgrids, incorporating renewable energy subsidies and carbon emission reduction. The model uses the NSGA-I…
Peer-reviewedJournalInternational journal of research and review2026#Scope 3DOI
Governing CO2 Information: An Organisational and Data-Governance Model for Sustainable Procurement
Lukas Büeck, L. Ritter
This review analyzes why carbon information remains unused in procurement and proposes an organisational and data-governance model to close the gap. Key factors include data ownership, harmonised calculation and verification standards, cros…
Peer-reviewed🌍 GlobalJournaliScience2026#Supply ChainDOI
Framework for evaluating renewables integration in the copper value chain.
Rasmeet Singh, Gabi Burge, Muhammad Haider Ali Khan +4
This paper presents OpenCu, an open-source Python framework for evaluating renewable energy integration in copper value chains from mine to export. It links process mass and energy balances with levelized costs, Scope 1-2 emissions, and pol…
Peer-reviewed🇨🇳 ChinaJournalJournal of Forecasting2026#AI × ESGDOI
Synergizing Spatial and Temporal Dynamics for Carbon Price Forecasting: A Heterogeneous Ensemble Approach
Yantong Zhao, Gaoxiu Qiao
This paper introduces a heterogeneous ensemble framework for European carbon price forecasting, integrating LASSO for variable selection, MEMD-ARIMAX-mLSTM for temporal dynamics, and GWnet-attn for spatial dependencies. Empirical results sh…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#AI × ESGDOI
Forecasting Carbon Emissions With External Drivers: Comparative Linear–Machine Learning Models With Global Change Assessment Model ( <scp>GCAM</scp> ) Mitigation Scenarios in West Africa
Temidayo Alex‐Oke, Olusola Bamisile, Joseph Junior Nkou Nkou +3
This study develops a comparative framework using SARIMAX, Random Forest, Transformer Encoder, and Attention-Gated GRU to forecast CO2 emissions for 16 West African countries. Attention-based models achieve the best performance (MAPE 6.14%-…
JournalFIIB Business Review2026#GreenwashingDOI
Greenwashing in Corporate Disclosures: A Systematic Review, an Integrated Framework and Future Research Agenda
Jaymol Mary Joseph, Shikha Bhatia
This systematic review uses the SPAR-4-SLR protocol to analyze greenwashing in corporate disclosures. It integrates bibliometric analysis with AADO and TCM frameworks to develop an integrated framework of actors, antecedents, decisions, and…
Peer-reviewedJournalEKOMA Jurnal Ekonomi Manajemen Akuntansi2026#ESGDOI
Pengaruh Sustainability Report dan Struktur Modal Terhadap Profitabilitas Perusahaan Sektor Properti dan Real Estate Yang Terdaftar di Bursa Efek Indonesia Tahun 2021-2024
Kelvin Rafel Tuisan, Heince R.N Wokas, Christian Datu
This study analyzes the impact of sustainability reporting and capital structure (DER) on profitability (ROI) of property and real estate companies listed on the Indonesia Stock Exchange (2021-2024). Findings show that sustainability report…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
A Framework-Guided Approach for Assessing Corporate Climate Disclosure Quality and Sustainability Reporting using ClimateBERT and Sentence Transformer Embeddings
Aditya Narayan, Arghya Chakraborty, Santosh Kumar Mishra +1
This paper proposes a framework-guided approach using ClimateBERT and Sentence Transformer embeddings to assess corporate climate disclosure quality, defining a Climate Disclosure Quality Index (CDQI). It provides a dataset for automated sc…
Peer-reviewed🌍 GlobalJournalEnigma in Law2026#Disclosure InfrastructureDOI
Mandatory but Unverified: A Socio-Legal Analysis of ESG Disclosure Decoupling under POJK 51/2017 and ASEAN-5 Regimes
Arya Ganendra, Grace Freya Purba, Firzan Dahlan
This study analyzes ESG disclosure decoupling under Indonesia's POJK 51/2017 and ASEAN-5 regimes. Through content analysis of 50 large firms' sustainability reports, it finds a significant gap (mean +0.235) between symbolic commitment (0.97…
🌍 GlobalJournalWhite Rose Research Online (University of Leeds, The University of Sheffield, University of York)2026#Disclosure Infrastructure
The State of Global Sustainability Assurance and Implications for ISSA 5000
W. Maroun, D. Ecim, A. Duboisee De Ricquebourg +1
This paper surveys the global landscape of sustainability assurance and discusses implications for the upcoming ISSA 5000 standard. It analyzes assurance quality, scope, and challenges, offering guidance for implementing the new internation…
Preprint🌍 GlobalPreprints.org2026#Carbon AccountingDOI
Global Variability in Carbon Footprint of Urea Production: A Statistical Analysis Using ANOVA and Clustering
R. Bongiovanni, Leticia Tuninetti, Sergio Romagnoli +1
This study quantifies global variability in urea production carbon footprint, showing that technology type explains 92.8% of emission variance (coal: 2,735 kg CO₂-eq/t to green: 334 kg CO₂-eq/t). Primary data from an Argentine plant defines…
Peer-reviewed🇨🇳 ChinaJournalAgriculture Ecosystems & Environment2026#Climate ScienceDOI
Soil texture governs mineral-associated organic carbon, while temperature drives contrasting particulate carbon responses in maize and rice croplands
Shuaixiang Zhao, Susanne Schmidt, Yunting Fang +4
This study shows that soil texture governs mineral-associated organic carbon accumulation, while temperature drives contrasting particulate carbon responses in maize and rice croplands, contributing to understanding agricultural carbon sequ…
Peer-reviewed🌍 GlobalJournalNext Materials2026#OtherDOI
Recent advances in carbon nanotube-based polymer nanocomposites
Abdulazeez T. Lawal
This review critically examines recent advances in carbon nanotube (CNT)-polymer nanocomposites, covering synthesis, functionalization, processing methods, and applications. Strategies to improve CNT dispersion and interfacial interactions …
Peer-reviewed🇨🇳 ChinaJournalCurrent Opinion in Chemical Engineering2026#CCUSDOI
Rewiring metabolic pathways for biological conversion of carbon dioxide
P. Chen, Ying Wei, Yong-Su Jin +1
This review covers recent advances in metabolic engineering for biological conversion of CO2 into renewable carbon sources. It highlights the interaction between CO2 fixation pathways and central metabolism, and discusses diverting carbon f…
Peer-reviewedCNJournalMarine Environmental Science2026#Carbon AccountingDOI
Spatio-temporal evolution of carbon removal capacity and carbon sink value evaluation of maricultured shellfish and algae in Shandong province
Ying Wang, Junjie Chen, Yongshuai Zhou +3
This empirical study evaluates the spatio-temporal evolution of carbon removal capacity and carbon sink value of maricultured shellfish and algae in Shandong Province, China. It quantifies blue carbon value and highlights the contribution o…
Peer-reviewedJournalCumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi2026#AI × ESGDOI
ANALYSIS OF PRICE DYNAMICS OF BLOCKCHAIN-BASED CARBON CREDIT TOKENS IN THE CRYPTOCURRENCY MARKET USING DEEP LEARNING METHODS
Aynur İNCEKIRIK
This study analyzes the price dynamics of blockchain-based carbon credit tokens (BCT, MCO2, KLIMA) using deep learning methods (LSTM, GRU, transfer learning) with daily data from Oct 2021 to Nov 2025. Findings show strong internal correlati…
Peer-reviewed🌍 GlobalJournalFinance research letters2026#Transition FinanceDOI
Green Credit Availability and Strategic Green Innovation Investment in High-Carbon Firms
Dan Xu, Xiaoyan Liu, Changbin Cui
This paper analyzes how green credit availability affects high-carbon firms' strategic investment in green innovation. It elucidates the mechanisms through which credit access promotes corporate decarbonization investment, offering implicat…
Peer-reviewedJournalJournal of Al-Azhar University Engineering Sector2026#OtherDOI
Sustainable urban regeneration through nature-based solutions Revitalizing Neglected urban open spaces in New Cairo
Rania Badawy Shokry
This paper examines sustainable urban regeneration through nature-based solutions, focusing on neglected open spaces in New Cairo. It explores how nature-based interventions can revitalize these areas, enhance ecosystem services, and improv…
Peer-reviewed🌍 GlobalJournalLand2026#BiodiversityDOI
Bridging Nature-Based Solutions, Governance and Landscape Architecture: Insights from the Global North and South
Diana Dushkova, Maria Ignatieva, Elvira Dovletyarova
This paper investigates the gap between policy-oriented NBS discourse and its translation into design practice. It proposes a multi-scale, co-creative framework integrating governance and landscape architecture, based on comparative analysi…
Peer-reviewedJournalAjakirjad. Journals by UT2026#CCUSDOI
Assessing the Potential of Carbon Capture, Utilization, and Storage for Industrial Decarbonization
Hasimin KEÇI, Majlinda Alcani, Altin Dorri
This paper assesses the potential of carbon capture, utilization, and storage (CCUS) for industrial decarbonization. It analyzes technical and economic challenges and opportunities, providing insights for policy and investment.