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🇪🇺 EuropeJournalJournal of Environmental Law2012#Carbon PricingDOI
Carbon taxation in the EU: Expanding the EU carbon price
Weisbach D.A.
This paper analyzes the expansion of carbon taxation in the EU, examining the design of carbon prices and their economic impacts. It considers alignment with the EU ETS and effects on industrial competitiveness, offering insights into effec…
Peer-reviewedJournalBusiness Strategy and the Environment2025#TCFDDOI
Task Force on Climate-Related Financial Disclosures: A Systematic Literature Review and Future Research Agenda
Tumewang Y.
This paper systematically reviews the literature on TCFD, mapping the research landscape and identifying future research directions. It provides a foundation for bridging the gap between disclosure practice and theory.
Peer-reviewedJournalBusiness Strategy and the Environment2023#TCFDDOI
Climate risk disclosures and global sustainability initiatives: A conceptual analysis and agenda for future research
Ngo T.
This paper provides a conceptual analysis of climate risk disclosures and global sustainability initiatives (e.g., TCFD, ISSB), offering an agenda for future research. It bridges disclosure practice and academic scholarship.
Peer-reviewedJournalInternational Review of Economics and Finance2025#ESGDOI
Business strategy heterogeneity and ESG disclosure
Dang M.
This paper examines how heterogeneity in business strategy affects ESG disclosure practices. It analyzes how strategic differences shape disclosure motivations and content, contributing to understanding corporate disclosure behavior.
Peer-reviewedJournalClimate Policy2026#PolicyDOI
Same policy, different dreams: explaining the variation in local net-zero policy stringency in South Korea
Kim Y.
This paper analyzes the variation in local net-zero policy stringency across South Korean municipalities, exploring the political and economic factors that explain why some regions adopt more ambitious climate policies than others. It provi…
Peer-reviewedJournalACS Sustainable Chemistry and Engineering2026#Energy TransitionDOI
Exploring Pathways to Achieve Net-Zero Emissions in High-Value Chemical Production: Balancing Energy, Emissions, and Economic Considerations
Jin E.
This paper explores pathways to achieve net-zero emissions in high-value chemical production, balancing energy consumption, emissions, and economic considerations. It addresses the technical and economic challenges of decarbonizing the chem…
Peer-reviewedJournalBusiness Strategy and the Environment2024#Carbon AccountingDOI
Carbon accounting and integrated reporting for net-zero business models towards sustainable development: A systematic literature review
Di Vaio A.
This systematic review synthesizes existing research on carbon accounting and integrated reporting in the context of net-zero business models, highlighting their role in sustainable development. It identifies gaps between practice and acade…
🌍 Global2026#AI × ESG
Can Carbon-Aware Data Center Workload Allocation Reduce Power System Emissions? The Role of Contract Reshuffling
Yihsu Chen, Abel Souza, Fargol Nematkhah +1
This paper models power markets where hyperscalers shift LLM inference workloads to modular datacenters co-located with renewables. It reveals that contract reshuffling can undermine emission reductions from cleaner procurement, and that fo…
Peer-reviewedCNJournalAdvanced Electromagnetics2026#AI × ESGDOI
An Enterprise Financial Health Rating System Based on Deep Belief Networks in Financial Big Data Analytics
J. Z. Lin
This study constructs a financial health rating system using Deep Belief Networks (DBN) to classify enterprises into seven tiers. Using 2,486 firm-year observations from 247 textile, apparel, and leather companies listed on Shanghai-Shenzhe…
Peer-reviewedJournalJournal of the International Association for Shell and Spatial Structures2026#Energy TransitionDOI
Masonry Logic as a Framework for Circular Construction
Irina Miodragovic Vella, Sladjana Markovic
This paper reinterprets traditional stone masonry's geometric logic as a pedagogical framework for circular construction. In an M.Arch studio, students formulate design procedures as algorithms and explore fabrication through prototyping. T…
Peer-reviewed🌍 GlobalJournalThunderbird International Business Review2026#ESGDOI
ESG
Performance, Green Finance Activities, and Bank Financial Stability: The Role of Institutional Quality
Imen Fakhfakh, Amal Ghribi, Soulef Smaoui
Using panel data from 251 banks across 56 countries (2009-2024), this study finds that ESG performance generally enhances bank stability (Z-score), but this effect weakens as the share of green financial products increases, indicating a sub…
🇪🇺 Europe2026#CCUS
Exploring Initial CO2 Transport Topologies for Germany's Carbon Management
Toni Seibold, Luna Lütz, Tom Brown
Germany's climate targets require carbon capture and storage for residual emissions from hard-to-abate sectors. This study combines graph theory with a sector-coupled energy system model to evaluate 60 CO2 transport network topologies for 2…
Preprint🇨🇳 China2026#Carbon AccountingDOI
Effect of initial pools on carbon balance calculations – a case of larch plantations in northeastern China
B. Jiang, Xingji Jin, Timo Pukkala +1
Ignoring CO2 from decomposing harvest residues, dead organic matter, and discarded wood products overestimates carbon sequestration, especially in young plantations. This study developed models for these pools and integrated them into simul…
Peer-reviewed🇨🇳 ChinaJournalNature Communications2026#Carbon AccountingDOI
Net-negative carbon valorization in wastewater treatment via sequential thermochemical-electrochemical coupling
Xiangyu Zheng, Menglan Xiao, Jianming Zhu +5
This study evaluates 32 waste-to-chemical pathways integrating thermochemical and electrochemical conversions for wastewater treatment plants. Sequential coupling with formate production achieves up to ~35% emission reduction. Experimental …
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Policy2026#Energy TransitionDOI
Beyond trade-offs: Synergetic environmental-economic benefits from food waste management towards circular economy
Junting Zhang, Yuhe Zhang, Quande Qin +3
This study evaluates the environmental and economic impacts of separate food waste utilization in Shenzhen using an integrated life-cycle analysis framework. By accounting for interdependencies among treatment technologies, it reveals syner…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Cooking Energy Transition and Rural Household Development Resilience: Evidence from China
Jinqiong Ouyang, Yu HE, Yihang Hu
Using five waves of China Family Panel Studies (2014-2022), this study examines the association between cooking energy transition and rural household development resilience via two-way fixed-effects models. The share of traditional solid fu…
Peer-reviewed🇨🇳 ChinaJournalLand2026#Renewable EnergyDOI
Spatio-Temporal Evolution and Multi-Scenario Simulation of Photovoltaic Expansion at the Township Scale: A Case Study of Xintai, China
Yi Chen, Yao Meng, Tao Liu +4
This study analyzes the spatio-temporal evolution of photovoltaic (PV) development in Xintai, China, from 2010 to 2022 and simulates future spatial patterns under natural development (ND) and carbon neutrality (CN) scenarios. PV development…
Peer-reviewed🇨🇳 ChinaJournalNature Geoscience2026#Climate ScienceDOI
Reforestation dominated China’s forest carbon sink from 1986 to 2019
Wenru Xu, Zhihua Liu, Philippe Ciais +10
This study quantifies China's forest carbon sink from 1986 to 2019, showing that reforestation was the dominant driver. Using satellite data and models, it highlights the contribution of forest management and ecological restoration to clima…
Peer-reviewed🇨🇳 ChinaJournalJournal of Environmental & Earth Sciences2026#Energy TransitionDOI
Cost-Optimized Pathways for Carbon-Neutral Wastewater Treatment in China by 2035
Hong Tao Li, Ling Huang, Hai Bo Zhang +2
This review evaluates cost-effective pathways for carbon-neutral wastewater treatment in China by 2035, integrating carbon reduction, resource reuse, and regional planning. It identifies near-term priorities like energy-efficient aeration, …
Peer-reviewed🇨🇳 ChinaJournalGlobal Change Biology2026#Climate ScienceDOI
Sea‐Level Rise Constrains the Carbon Permanence of Global Mangrove Restoration
Jincheng Wu, Zhe Zhao, Philippe Ciais +11
This study estimates global mangrove aboveground biomass (AGB) using satellite data and field observations, projecting changes under SSP126 and SSP585 scenarios. Under high warming, sea-level rise causes a 19.3% decrease in AGB, with restor…