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🌍 GlobalJournalInternational Journal of Social Science & Economic Research2026#Carbon PricingDOI
Pricing Carbon, Preventing Leakage: A Comparative Analysis of Steel Decarbonization in the European Union, United States, and China
Riya Singh
Steel accounts for 7-9% of global CO2 emissions. This paper compares the EU's ETS and CBAM, the US subsidy model, and China's state-led strategy, showing that stronger climate policies drive consistent investment in low-carbon technologies.…
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy TransitionDOI
Onboard Comparison of HFO and LNG Emissions in a High-Pressure Dual-Fuel Marine Engine at 50% MCR: Implications for Sustainable Shipping
Ewelina Orysiak, Piotr Rozner, Kamila Staszczak
This study compares HFO and LNG emissions from a real vessel's high-pressure dual-fuel engine (MAN B&W 6G50ME-C9.5-GI) at 50% MCR. LNG reduces CO2 by 27.0%, NOx by 20.7%, CO by 18.2%, and PM by ~69% (uncertain). Methane slip is ~0.6 g/kWh, …
Peer-reviewed🇺🇸 USAJournalEnvironmental Research: Energy2026#HydrogenDOI
Uncertainty in life cycle emissions of blue hydrogen affects project eligibility for U.S. clean hydrogen tax credits
Ioana Iacob, M. G. Morgan, V. Karplus +1
This study extends the 45VH2-GREET model to assess uncertainty in lifecycle GHG emissions of blue hydrogen across four U.S. Hydrogen Hub regions. It finds electricity grid mix has the largest impact on emissions, fugitive methane is critica…
Peer-reviewed🇪🇺 EuropeJournalManagement of environmental quality2026#SBT/SBTiDOI
Aligning firms with SDGs and COP30: the comparative power of voluntary and regulatory climate commitments
Shagufta Parveen, Paolo Coccorese, Muhammad Umer
Using a panel of 1,265 European firms, this study compares the associations of SBTi adoption and EU ETS exposure with carbon emission intensity. SBTi is linked to 25-28% lower intensity, EU ETS to about 7%, with a complementary interaction.…
Peer-reviewed🌍 GlobalJournalEast African Journal of Business and Economics2026#AI × ESGDOI
Beyond Sustainability Narratives: A Forensic Algorithm for Verifying Governance and Environmental Data Integrity under IFRS S1 and IFRS S2
Gikonyo Ndugu
This paper develops and demonstrates a forensic assurance algorithm to verify transaction-level evidence for IFRS S1/S2 disclosures. It proposes an adjusted Herfindahl-Hirschman Index with a gender-parity baseline and a five-tier Data Quali…
🇨🇳 ChinaJournalThe International Forestry Review2026#carbon_marketsDOI
Integrating traditional forestry and modern carbon markets: a systematic review of silviculture, geospatial technologies, and jurisdictional REDD+ in the climate change era
R. Joshi, S. Adhikari, A. Prabhakar +2
This systematic review synthesizes 60 studies on climate impacts, forest management, carbon markets, and jurisdictional REDD+. It finds that geospatial technologies and AI enable accurate forest carbon monitoring, supporting J-REDD+. Demand…
Peer-reviewed🇨🇳 ChinaJournalCatalysts2026#Energy TransitionDOI
From Plasma-Generated Radicals to Value-Added Products: A Critical Review of Methane Valorisation
Niaz Wali, Muhammad Sabir, Muhammad Bilal +6
Methane valorization via plasma-assisted technologies offers a sustainable route to hydrogen, syngas, and chemicals, overcoming the limitations of energy-intensive thermocatalytic processes. This review integrates plasma physics, radical ch…
Preprint🇨🇳 ChinaResearch Square2026#Energy TransitionDOI
Stability-Constrained Decentralized Control and Energy Management for Grid-Forming Inverter-Based Microgrids
Amam Hossain Bagdadee, Ishtiak Al Mamoon, Deshinta Arrova Dewi +2
This paper proposes a stability-constrained decentralized control and energy management approach for grid-forming inverter-based microgrids, facilitating renewable energy integration and enhancing grid stability.
Peer-reviewed🇪🇺 EuropeJournalResearch in International Business and Finance2026#ESGDOI
Factor investing and ESG scores: risk-return when industry bias is corrected
Paolo Matteucci, Daniela Venanzi
This study examines whether industry-adjusted ESG scores alter the risk-return profile of factor-based investment strategies across six equity regions from 2001 to 2023. It finds that industry-adjusted ESG strategies do not improve average …
🇪🇺 EuropeJournalTyöväentutkimus Vuosikirja2026#Disclosure Infrastructure
Second ”Walk the talk” report : the impact of the CSRD on sustainability performance in the Finnish listed companies
Silvola, Hanna, Huang, Qinglan, Airola, Amos +1
This second report examines sustainability reporting among Finnish listed companies. Analyzing 172 firms, it finds that after CSRD implementation, average Walk scores (actual performance) improved by 15.7%, with Mid and Small Cap firms show…
Preprint🇪🇺 EuropeResearch Square2026#Carbon AccountingDOI
Beyond Aggregation Bias: The Importance of Consistency with Official Statistics in MRIO-Based Carbon Footprints
Arkaitz Usubiaga‐Liaño, Ignacio Cazcarro, José Acosta‐Fernández +3
This paper addresses the importance of consistency with official statistics in MRIO-based carbon footprint accounting, highlighting how aggregation bias can be avoided to improve reliability. It offers methodological insights for policy-mak…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science and Ecotechnology2026#Energy TransitionDOI
Habit-locked-in carbon-air-pollutant emissions dominate China’s household footprints
Zhihui Zhang, Huihui Long, Dan Tong +2
This study quantifies habit-locked emissions from household consumption in China, finding that nearly 84% of total household-driven CO2, PM2.5, NOx, and SO2 emissions are locked in by behavioral inertia. Food has the highest locked-in share…
Peer-reviewed🌍 GlobalJournalSustainable Development2026#Energy TransitionDOI
The Carbon Footprint of Digitalization: Spatial Spillovers of ICT Development and Implications for Sustainable Development
Manuel A. Zambrano‐Monserrate, Gonzalo Hernández Soto, Nazife Özge Beşer
This study analyzes the impact of ICT development on CO2 emissions using panel data from 87 countries (2006-2016) and spatial econometric models. It separates domestic effects from spatial spillovers, finding that ICT development increases …
🌍 GlobalJournal2026#Carbon AccountingDOI
Carbon Footprint Methodologies for Light-Duty Vehicles
Hybrid - EV Committee, null null
This disclosure addendum proposes standardized methodologies for life cycle assessment (LCA) of light-duty vehicles, focusing on GHG emissions (GWP100). It adheres to ISO 14040/14044 and ISO 14067, using the cut-off approach. It covers vari…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Dataset for "External Rating Coverage in the Voluntary Carbon Market"
Ngoc Tuan Tran
This dataset integrates Verra VCS project data with BeZero Carbon external ratings, providing a foundation for analyzing determinants of external rating coverage in the voluntary carbon market. It includes project attributes, ratings, and m…
Peer-reviewed🌍 GlobalJournalFrontiers in Computer Science2026#AI × ESGDOI
A Q-learning-assisted self-healing wireless sensor network for industrial carbon capture monitoring: a controlled HIL study
Abed Saif Ahmed Alghawli, Ali Raza, Suzan Hassan Bakhit +2
This study proposes a Q-learning-based routing and fault-recovery framework for CCS monitoring WSNs, integrating energy awareness. Evaluated on a 50-node HIL testbed, it reduced latency by 53.6%, improved recovery time by 65.9%, achieved 99…
Peer-reviewed🌍 GlobalJournalJournal of Cleaner Production2026#HydrogenDOI
Techno-economic and risk-adjusted assessment of PV–wind–hydrogen hybrid energy systems in Morocco: Towards cost-effective low-carbon electricity supply
Sara El Hassani, Fakher Oueslati, Firyal Latrache +3
This study assesses the techno-economic and risk-adjusted performance of PV-wind-hydrogen hybrid systems in Morocco, demonstrating cost-effective low-carbon electricity supply and the potential for integrating renewables with hydrogen.
🇺🇸 USADatasetZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Data for "Enhanced Rock Weathering for Low-Cost Carbon-Negative Sustainable Aviation Fuel" (Zhang et al. 2025, nature sustainability)
Bingguang Zhang, Yuan Yao
This dataset underpins a study on enhanced rock weathering (ERW) for low-cost carbon-negative sustainable aviation fuel (SAF). It provides data supporting an integrated approach that captures atmospheric CO2 in minerals while producing SAF,…
Preprint🇺🇸 USAarXiv (Cornell University)2026#AI × ESGDOI
Toward Equitable Low-Carbon Mobility: Fairness-Aware Demand Prediction for Expanding Bike-Sharing Systems
Man Luo, Yixuan Zhao
Bike-sharing is key for low-carbon urban mobility, but expansion faces cold-start prediction and equitable allocation challenges. FairGIN, a fairness-aware GNN, integrates expansion-simulated training, attention-based knowledge transfer, an…
Peer-reviewed🌍 GlobalJournalTransportation Research Part D Transport and Environment2026#Energy TransitionDOI
Robust low-carbon ship routing under weather uncertainty: a distributional reinforcement learning approach
Turgay Battal
This paper applies distributional reinforcement learning to low-carbon ship routing under weather uncertainty. It proposes a method to reduce fuel consumption and emissions while ensuring robustness against weather variability, contributing…