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.
Preprint🌍 GlobalZenodo2026#Disclosure InfrastructureDOI
Sustainability Reporting Research in Transition: a Bibliometric Analysis of Intellectual Structure, Thematic Evolution, and Future Directions
Pangaribuan, Hisar, purnama, yunus indra, Sihombing, Jenny +1
This study conducts a bibliometric analysis of 1,407 sustainability reporting (SR) publications from Scopus (2016-2026) using VOSviewer. It identifies eight thematic clusters covering strategic disclosure, transparency, governance, integrat…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research Letters2026#PolicyDOI
A new approach to determine national greenhouse gas budgets
Antti-Ilari Partanen, Tommi Ekholm, Jyri Seppälä +7
We propose a new approach to determine national GHG budgets consistent with the 1.5°C goal and compatible with national GHG inventory accounting. The method adjusts CO2-warming-equivalent budgets for non-CO2 GHGs and LULUCF indirect effects…
Peer-reviewedCNJournalNature Communications2026#Energy TransitionDOI
Strategic timing for the decarbonization contributions by China’s photovoltaic manufacturers in global energy transition
Qingyang Lin, Chenglin Li, Kai Wang +7
China's PV manufacturers, producing nearly two-thirds of global capacity, face criticism for high emissions. This paper proposes a Producer Decarbonization Contribution framework to quantify their overlooked contributions, finding they cont…
Peer-reviewed🌍 GlobalJournalSustainability2026#AI × ESGDOI
Applications of AI-Driven Practice in Road Freight Transport Decarbonisation: A Quantitative Systematic Literature Review
Minyou Qing, Suhaiza Zailani
This review systematically analyzes the application of AI-driven practices in road freight transport (RFT) decarbonization. Following the SPAR-4-SLR protocol, 227 articles were reviewed using bibliometric analysis and science mapping. Publi…
Peer-reviewedCNJournalIEEE Transactions on Industrial Informatics2026#Energy TransitionDOI
A Markov Chain-Based SDDiP Method for Integrated Logistics and Hydrogen-Electric Energy Scheduling for Seaports
Wentao Lv, Yujian Ye, Tianxiang Cui +7
This paper proposes a multistage stochastic programming framework integrating hydrogen-electric energy and logistics scheduling for seaports. Using a Markov chain-based SDDiP algorithm, it handles uncertainties in ship arrivals and renewabl…
CNConferenceYouth Academic Annual Conference of Chinese Association of Automation2026#Energy TransitionDOI
Roadmap and Technology Framework for Near-Zero Carbon Ports-Multi Case Study of Typical Ports in China
Caixia Liu, Changjuan Dong, Haibo Li +6
This paper presents a roadmap and technology framework for achieving near-zero carbon ports, based on multi-case studies of typical ports in China. It identifies key technological options and policy measures for port decarbonization and pro…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#PolicyDOI
City-Scale, Source-ResolvedMethane Inventories RevealDrivers and Mitigation Pathways Across China’s Cities
Li Zhang, Y.-C Chen, Ke Wang +12
This study develops a harmonized, source-resolved methane inventory for 339 Chinese cities (2018-2024) across energy, agriculture, and waste sectors. Using LMDI decomposition and scenario analysis, it identifies economic activity as the dom…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#AI × ESGDOI
Climate risk and corporate green innovation bubbles: evidence from Chinese listed enterprises
Xueqing Wang, Lang Wang
Using Chinese A-share listed firms from 2010-2023, this study shows climate risk exacerbates green innovation bubbles—a divergence between patent quantity and quality. Managerial myopia and financing constraints are key channels, while digi…
Peer-reviewed🇨🇳 ChinaJournalAsian Journal of Economic Modelling2026#BiodiversityDOI
Does reducing biodiversity impact improve ESG scores? Evidence from firm-level data
Vu Tuan Anh, Vu Thi Phuong Thao
Using firm-level data from Asian markets (2000-2024), this study finds that biodiversity impact reduction improves ESG scores by about 13.5%, with the strongest effect on the social pillar. Robust to IV and matching methods, the benefits ar…
Peer-reviewed🇪🇺 EuropeJournalJournal of Sustainability2026#Disclosure InfrastructureDOI
Retreat of European Mandatory Sustainability Reporting: What Value Remains for Companies Removed from the CSRD’s Scope?
Jørgen Kjøsen Lindgren
This perspective argues that companies removed from the CSRD's scope will still face stakeholder demand for sustainability information. Reporting under ESRS, especially double materiality, supports internal sustainability management, so rep…
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Replication Package: Say-Do Gap in the Age of AI — External Media Verification of ESG Disclosure Quality and Firm Value in IBEX 35 Firms
Alfredo Merlet
This replication package constructs a Say-Do Gap Index for IBEX 35 firms (2019-2025) using a fine-tuned Spanish BERT (BETO) to detect unverified ESG commitments from media sources. It links the index to firm value (Tobin's Q, ROA, ROE) via …
Peer-reviewed🌍 GlobalJournalBritish journal of surgery2026#Energy TransitionDOI
TPT 7.05 The Carbon footprint of Common Laparoscopic procedures: Streamlining Instruments and Cutting Emissions
Ramsha Khan, Qurrat Atif, Yawar Watali
This study estimates the carbon footprint and cost of sterilizing reusable surgical instruments in laparoscopic surgeries, finding that optimizing surgical trays could reduce emissions and costs by 70-80%. Based on usage patterns across 11 …
🌍 GlobalJournal2026#PolicyDOI
Global Regulatory Mapping of Embodied Carbon in Buildings
(著者不明)
This paper systematically maps and compares global regulations on embodied carbon in buildings, providing an overview of current policies and trends to guide decarbonization efforts in the construction sector.
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
Carbon, circularity and criticality: sourcing model and parameters
Bart Lahcen
This model provides a linear programming approach to integrate carbon emissions, circularity, and geopolitical risk in material sourcing. It minimizes embodied carbon under constraints on single-country exposure, recycled content, and route…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Carbon AccountingDOI
The Carbon Trap: Fragmentation, Accounting Hegemony, and Justice in Global Carbon Governance
Jilong Pan, Haoxuan Yu
This paper argues that fragmentation in carbon accounting is a governance problem shaping climate responsibility and justice. It analyzes three gaps: metric conversion, trade-embodied emissions, and Scope 3 disclosure, showing how accountin…
🌍 GlobalJournalMacquarie University2026#Carbon PricingDOI
Estimating Integrity Premiums within Voluntary Carbon Markets
Frank Howard
This paper develops a framework to estimate the market price of environmental integrity for carbon credits in voluntary carbon markets (VCMs). Extending the theory of storage, it analyzes quality premiums for credits deliverable into the CM…
Peer-reviewedCNJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#CCUSDOI
Provincial-level prediction of full-chain carbon removal cost and efficiency of direct air carbon capture and storage (DACCS) in China
WANG Yuxuan, ZHANG Xian, Xueting Peng +1
This study couples life-cycle assessment with learning curves to project net removal efficiency and cost of liquid-solvent and solid-sorbent DACCS in China. National average net removal efficiency ranges from 17.0%-69.8% for liquid and 77.9…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#AI × ESGDOI
A Cooperative Game-Based Low-Carbon Optimal Operation Strategy for Multi-Microgrids Based on Multi-Agent Deep Reinforcement Learning
Pengfei Zhang, Pan Liu, Li Jiang +1
This paper proposes a cooperative game-based low-carbon operation strategy for multi-microgrids using multi-agent deep reinforcement learning. It introduces an energy-carbon-green certificate P2P trading mechanism and Nash bargaining for fa…
Peer-reviewed🇺🇸 USAJournalEnvironmental Science & Technology2026#HydrogenDOI
ASector-Coupling Model to Evaluate the Role of Hydrogenin Low-Carbon Trucking
Andrew J. Moffat, Ahmed Abdulla
This study develops a sector-coupling generation expansion planning model that captures the interdependence between zero-emission heavy-duty trucks and the electricity grid, comparing hydrogen fuel-cell and battery-electric trucks for net-z…
🇨🇳 ChinaDatasetZenodo (CERN European Organization for Nuclear Research)2026#Renewable EnergyDOI
Rising Heatwaves and Their Implications for China's Solar Power and Carbon Neutrality Goals
Xinghong Cheng
This study quantifies the impact of increasing heatwaves on solar power output in China and projects future PV losses under SSP scenarios using AI-based downscaling. It highlights the challenges heatwaves pose to China's carbon neutrality g…