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🇺🇸 USAJournalBatteries2026#Energy TransitionDOI
Rechargeable Batteries for Grid-Scale Energy Storage: Technologies, Performance, and Emerging Directions
Lincoln Pinoski, Blake Latos, Devin Marigny +4
This review comprehensively covers rechargeable battery technologies for grid-scale storage, comparing chemistries like lithium-ion, sodium-ion, flow, and solid-state on performance, safety, and commercial readiness. It examines material su…
Peer-reviewed🇪🇺 EuropeJournalJournal of Emerging Perspectives2026#AI × ESGDOI
Agrivoltaics and artificial intelligence. New geographies of power
Simona Epasto, Maria Lúcia, Masiel Melissa Pereira
This paper examines AI integration in agrivoltaic systems, focusing on socio-territorial implications for rural landscapes. Through case studies including the European SYMBIOSYST project and GIS/UAV geospatial monitoring, it analyzes how pr…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Sustainable Materials for the Renewable Energy Transition: A Prospective Life Cycle Assessment of C-Segment Passenger Cars across Powertrain Technologies and End-of-Life Pathways, 2025–2050
Gola A, Piotrowska K, Piasecka I +3
This study evaluates the life-cycle environmental performance of C-segment passenger cars (gasoline, diesel, CNG, PHEV, BEV, FCEV) for 2025 and 2050, considering powertrain, materials, energy decarbonization, and end-of-life pathways. Recyc…
Preprint🌍 GlobalSSRN#Scope 3
A Comparison of the Schiphol, Heathrow and Fraport ...
(著者不明)
This paper compares Scope 3 Category 11 (flight operations) emissions at Schiphol, Heathrow, and Fraport airports. It reports a 10.5% increase at Schiphol and 7.5% at Heathrow between 2023 and 2025, highlighting challenges in airport emissi…
Preprint🇪🇺 EuropeZenodo2026#Renewable EnergyDOI
Report on enduring sectoral challenges in Offshore Wind Energy
Gonzalez, Ainhoa, Rezaei, Fatemeh
This report provides a comprehensive qualitative register of practical challenges in Cumulative Effects Assessment (CEA) and key cumulative socio-environmental risks in the offshore wind sector. Based on literature review, SEA/EIA report re…
Preprint🇪🇺 EuropeZenodo2026#Renewable EnergyDOI
Report on assessment of socio- economic impacts of offshore wind farms
Rudolph, David, Stoltmann, Estelle, Fajardo Ligero, Lucia +2
This report provides a qualitative review of socio-economic impacts of offshore wind farm developments and their assessment methods, drawing on international literature, SEA/EIA reports, and expert interviews. It conceptualizes key impacts,…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Dataset for: Pathways to Sustainable Development in G7 Economies: The Role of Fiscal Decentralization, Renewable Energy Finance, and Technological Progress in Carbon Mitigation
Hassan, Taimoor, Krajewski, Piotr, Arif Khan, Muhammad
This dataset covers G7 economies, including indicators on fiscal decentralization, renewable energy finance, technological progress, and carbon emissions. It supports empirical analysis of how these factors contribute to carbon mitigation a…
🇪🇺 EuropeDatasetZenodo2026#Renewable EnergyDOI
Dataset for: Renewable Electricity, Energy Taxation, and the Energy Transition: Non-linear and Synergistic Effects in High-Income Economies
Hassan, Taimoor, Krajewski, Piotr
This dataset provides panel data for high-income economies on renewable electricity, energy taxation, and energy transition indicators. It enables analysis of non-linear and synergistic effects, serving as a foundation for empirical researc…
Preprint🌍 GlobalZenodo2026#GreenwashingDOI
Taking Off the Green Mask: a Bibliometric Review of Esg Disclosures, Greenwashing Measurement, and Market Consequences
Oprescu, Robert-Daniel, Eugenia, Busmachiu, APOSTU, Iulia Maria +1
This paper presents a bibliometric review of ESG disclosure and greenwashing literature, analyzing 4,162 articles from Scopus using VOSviewer. It maps research trends from 2015 to 2026, identifying four clusters: ESG governance and reportin…
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 …