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#Energy TransitionDOI
Cost Assessment of Steel Technologies (CAST)
Lu, Hongyou
CAST is a bottom-up techno-economic model for estimating itemized production costs of iron and steelmaking technologies. It covers main processes from ironmaking to steelmaking, allowing users to quantify costs with blends of hot metal, DRI…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Low Carbon Is Not Yet Circular: Why decarbonization and circularity are different achievements, and why responsibility must circulate with the material
Nelson, Priscilla P.
This essay argues that measuring mining decarbonization via emissions intensity can mask a linear system. It distinguishes circularity into four loops, each capable of stagnating independently of carbon reductions. It cautions that circular…
Preprint🇺🇸 USAarXiv2026#AI × ESG
A Stackelberg-Bayesian Capacity-Market Game of Carbon Regulation and Second-Life Battery Investment under AI Data-Center Load Growth
Rouzbeh Haghighi, Ali Hassan, Sina Mohammadi +2
This study models AI data-center load growth in a three-level Stackelberg-Bayesian game among regulator, ISO, and investors. It quantifies how carbon taxes and subsidies for renewables and second-life batteries reshape investment mix, emiss…
🇨🇳 ChinaDatasetScience Data Bank2026#AI × ESGDOI
The IRPVS dataset
Chuanzhu Sun, Weiguang Zhang, Leixiang Peng +6
IRPVS is the first public dataset providing pixel-level instance segmentation masks for process-specific industrial soiling on rooftop PV systems. It includes 8,012 UAV images from an industrial park in China, annotated with three contamina…
Peer-reviewedJournalChemical Engineering Journal2026#OtherDOI
Iron/sulfur cycling in pyrite-biochar constructed wetlands enhances PFOA removal, nutrient metabolism and greenhouse gas mitigation
Xiuwen Qian, Juan Huang, Ying Shi +5
This paper demonstrates that constructed wetlands amended with pyrite and biochar simultaneously enhance PFOA removal, nutrient metabolism, and greenhouse gas mitigation. The iron/sulfur cycling is identified as the key mechanism, offering …
Peer-reviewedJournalBuilding and Environment2026#Carbon AccountingDOI
Dynamic LCA of bio-based and mineral building materials: guidelines for time-explicit greenhouse gas inventories
Vladimir Zieger, Thibaut Lecompte, Simon Guihéneuf +3
This paper provides guidelines for dynamic LCA of bio-based and mineral building materials, enabling time-explicit greenhouse gas inventories. It captures the timing of emissions and removals, improving accuracy over static LCA. Contributes…
Peer-reviewedJournalSustainability2026#Disclosure InfrastructureDOI
Corporate Greenhouse Gas Disclosure in Brazil: Evidence from ISO 14001, ISO 14064, and the GHG Protocol
José Fernando Faro, Leandro Alves da Silva, Fernando Tobal Berssaneti
This study proposes an integrated MRV-based governance framework combining ISO 14001, ISO 14064, and the GHG Protocol, and analyzes characteristics of 92 Brazilian companies publishing Gold-level GHG inventories. It finds a significant asso…
Peer-reviewedCNJournalForests2026#Climate ScienceDOI
Analyzing the Seasonal Dynamics of Organic Carbon Stability and Greenhouse Gas Emissions in the Vegetation Successional Sequence on the Southern Slope of the Altai Mountains, Northwest China
Rui Zheng, Yanhong Li, Jiang Ai +3
This study examines the effects of freeze-thaw processes on soil organic carbon fractions (POC, MAOC, DOC) and CO2/CH4 fluxes across five vegetation types along an elevational gradient (400-1500 m) on the southern slope of the Altai Mountai…
Peer-reviewedJournalRestoration Ecology2026#Carbon AccountingDOI
Estimating the greenhouse gas emission abatement potential of tidal introduction in Australia
Mathew A. Vanderklift, Paul Branson, Rachel Groom +7
This study estimates the continental-scale greenhouse gas abatement potential of tidal restoration in Australia. Approximately 276,000 ha of agricultural land could be restored, generating 58.9 Mt CO2-e over 25 years. Economic feasibility d…
Peer-reviewedJournalScience of The Total Environment2026#Climate ScienceDOI
Corrigendum to “Climate-adaptive crop distribution can feed food demand, improve water scarcity, and reduce greenhouse gas emissions” [Sci. Total Environ. 944 (2024) 173819]
Zheng'e Su, Jin Zhao, Minghao Zhuang +6
This is a corrigendum to a study analyzing how climate-adaptive crop distribution can address food demand, water scarcity, and greenhouse gas emissions. The corrigendum itself provides no new findings, but the original research offers impor…
Peer-reviewed🌍 GlobalJournalEnergy and Buildings2026#Carbon AccountingDOI
Beyond the surface: a comprehensive hybrid life cycle assessment of embodied greenhouse gas emissions in green and conventional roofs in Melbourne
Andrea Pianella, Megan Loffler, Robert H. Crawford
This study compares embodied GHG emissions of green and conventional roofs in Melbourne using a hybrid LCA. Green roofs have higher upfront material emissions but may offer long-term operational savings. Findings inform low-carbon construct…
Peer-reviewed🌍 GlobalJournalApplied Fruit Science2026#Energy EfficiencyDOI
Evaluation of Energy Use Efficiency Indicators and Greenhouse Gas Emissions in Kiwi (Actinidia Deliciosa) Fruit Growing in Türkiye
Ergün Çıtıl
This study evaluates energy use efficiency and greenhouse gas emissions in kiwi fruit production in Türkiye, providing indicators for improving sustainability in agricultural practices.
Peer-reviewedJournalChemical Engineering Journal2026#Climate ScienceDOI
Unveiling the hidden impact: How microplastics drive greenhouse gas emissions in freshwater wetlands through microbial communities
Yajie Zhang, Guangming Zhang, Wei Fang +4
This paper investigates how microplastic pollution in freshwater wetlands enhances greenhouse gas emissions through microbial community shifts. It provides novel insights into the interaction between plastic pollution and climate change, wi…
Preprint2026#Energy TransitionDOI
Urban Commuting Interventions for Greenhouse Gas Emissions Reduction
Mukesh Basnet, Miika Marttila, Ville Uusitalo
This paper examines interventions to reduce greenhouse gas emissions from urban commuting. It analyzes the effectiveness of policies and practices contributing to transport decarbonization, offering insights for urban planning and transport…
Peer-reviewed🇪🇺 EuropeJournalClimate Policy2026#Transition FinanceDOI
Sustainable finance taxonomies – Designed to support the transition to a net-zero economy?
Catherine Marchewitz, Fernanda Ballesteros, Franziska Schütze +1
This paper examines whether sustainable finance taxonomies are designed to effectively support the transition to a net-zero economy. It analyzes cases like the EU taxonomy, highlighting challenges in the treatment of transition activities a…
Peer-reviewedJournalSustainability2026#Energy TransitionDOI
A Systematic Review on Maritime Decarbonization: The Synthesis, Implications, and Strategies of a Decade of Alternative Fuels for Shipping
Rabiul Islam, Gholam Reza Emad, Wahidul Sheikh
This systematic review of 39 studies (2015-2025) on alternative marine fuels synthesizes environmental, economic, technical, safety, and social criteria to map friction points hindering scalable deployment. It recommends shifting to dynamic…
Peer-reviewedJournalSustainable Energy, Grids and Networks2026#EV & TransportDOI
An integrated spatial framework for electric vehicle charging station deployment to support transport sector decarbonization in India
Garima Panwar, Sunanda Sinha
This paper proposes an integrated spatial framework for optimal placement of EV charging stations in India, combining geospatial data and optimization methods to support transport decarbonization. It offers practical insights for policymake…
Peer-reviewedCNJournalFrontiers in Marine Science2026#PolicyDOI
China’s participation and response to IMO legislation on shipping decarbonization: an analysis based on environmental regulatory approaches
Guoping Xu, Xinzhu Pan
This paper analyzes the IMO's regulatory framework for shipping decarbonization, particularly the Net-Zero Framework (NZF) and MARPOL Annex VI amendments, using environmental regulatory approaches. It examines China's stance in internationa…
Peer-reviewedJournalEnergy2026#CCUSDOI
Impact Assessment of Decarbonization Policies on CCS Technology Diffusion in Power Sector: An Agent-Based Approach
Jiaqian Wu, Yang Liu, Zunxin Hu +1
This paper uses an agent-based model to assess the impact of various decarbonization policies on the diffusion of CCS technology in the power sector. It quantitatively analyzes how policy scenarios (carbon pricing, subsidies, regulations) a…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Sustainable Electric Radiant Heating Systems for Industrial High-Bay Spaces: Experimental Performance and Decarbonization Assessment
Nicoleta Tănase, Mirela Sanda Toropoc, Tiberiu Catalina
This study designs and experimentally evaluates an electric radiant tube prototype as a zero-carbon alternative to gas-fired radiant heating in industrial high-bay spaces. At ~1.2 kW, the tube surface exceeds 250°C, emitting medium-wave inf…