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🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Impact of Digital Technology Application on the Development of Low-Carbon Economic Transition: The Mediating Role of Green Investment
Ruoya Zhao, Shi Yin
Using provincial panel data from 31 Chinese provinces (2015-2024), this paper empirically identifies the causal impact of digital technology adoption on low-carbon economic transition via two-way fixed effects, IV, and bootstrap mediation t…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Transition FinanceDOI
Sustainable Industrial Investment in the Energy Sector: Aligning Capital, Risk, and the Low-Carbon Transition
Donato Morea, Gabriele Piga
This paper presents a framework for sustainable industrial investment in the energy sector, examining how capital allocation and risk management can be aligned with low-carbon transition goals. It analyzes challenges and opportunities for i…
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainability2026#Renewable EnergyDOI
Sustainable energy transitions through biomass pelleting: policy levers for carbon neutrality
Md Mashiur Rahman, Daniel Ciolkosz
Biomass pelleting converts residues and biochar into standardized fuels, supporting industrial decarbonization and rural clean energy. This review examines technical performance, supply-chain constraints, and policy integration, finding tha…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
A product-level Trade-LCA framework for embodied carbon accounting in global trade: code and derived results
Florian Pothin
This paper provides code and derived results for a product-level Trade-LCA framework for embodied carbon accounting in global trade. No datasets are bundled; users must obtain inputs from their respective providers. The framework enables pr…
CNDatasetMendeley Data2026#Carbon PricingDOI
Heterogeneous Effects of Carbon Emissions Trading on Environmental–Economic Performance: Evidence from High-Carbon Listed Firms in China (Replication files)
Wenya Zhang
This paper empirically examines the heterogeneous effects of carbon emissions trading on environmental-economic performance among high-carbon listed firms in China. It provides synthetic data and replication code, documenting data construct…
Peer-reviewed🌍 GlobalJournalEnvironmental and Resource Economics2026#PolicyDOI
The Green Peace Dividend: The Effects of Militarisation on Emissions and the Green Transition
Balázs Markó
This paper shows that military spending increases emissions and hinders the green transition. Using local projections and a dynamic production network model for the US, it finds that military spending shocks raise total emissions by 0.9–2% …
Peer-reviewed🌍 GlobalJournalEnergy Reports2026#PolicyDOI
Industrial robots and energy vulnerability: The roles of climate change -policy thresholds, institutional flexibility, and technological progress
Alanoud Al-Maadid, Mohamed Sami Ben Ali, Brahim Bergougui
This study investigates the impact of industrial robot adoption on energy vulnerability using panel data from 52 countries (2000-2019). Results show that robot adoption significantly reduces energy vulnerability, with institutional flexibil…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Aligning global shipping climate policies with life cycle perspective
1 CUBE
This paper argues that the IMO Net-Zero Framework's pricing and fuel standards must incorporate a life cycle perspective to avoid shifting environmental impacts to the fuel supply chain and address competition for clean energy across sector…
Preprint🌍 GlobalarXiv2026#Energy Transition
Climate Policy and The Energy Transition
Roy Sarkis
This paper studies the macroeconomic dynamics of climate policy in a multi-sector dynamic general equilibrium model with renewable and non-renewable energy. It finds that gradual policy implementation sharply reduces transition costs (welfa…
Peer-reviewedCNJournalJournal of Cleaner Production2026#Carbon PricingDOI
Intergenerational inequality and its mitigation scheme of carbon pricing policy under China's dual carbon goals
Yizhang He, Hao Li, Zhaohua Wang
This paper analyzes intergenerational inequality caused by carbon pricing under China's dual carbon goals and proposes mitigation schemes, emphasizing equity in policy design.
Peer-reviewed🌍 GlobalJournalEnvironmental Science & Policy2026#Carbon AccountingDOI
Measuring what matters for carbon removal
Sara Nawaz, Madison Stevens, Terre Satterfield +1
This paper argues that social science perspectives are essential for designing robust environmental monitoring and research frameworks for carbon dioxide removal (CDR). Drawing on cases from carbon markets, Indigenous monitoring, biodiversi…
Peer-reviewed🇪🇺 EuropeJournalJournal of risk and financial management2026#ESGDOI
Gender, Critical Mass and Carbon Emission
Rim El Houcine
This study examines the impact of board gender diversity and critical mass of female directors on corporate carbon emissions. Using panel data from 37 CAC 40 firms (2020-2023) and fixed effect regression, it finds a nonlinear relationship: …
Preprint🇺🇸 USASocArXiv (OSF Preprints)2026#Carbon Pricing
Are carbon tariffs climate policy?
Ivan Rudik, Gregory Casey, Kyle C. Meng
Carbon tariffs alone increase US emissions and lower foreign emissions, achieving half the global reductions of a combined domestic carbon tax and tariff policy. Both approaches improve US GDP and welfare, but combined policy is more effect…
🇺🇸 USADatasetMendeley Data2026#Carbon PricingDOI
Carbon VIX: Carbon Price Uncertainty and Decarbonization Investments -- Replication Package
Maximilian Fuchs, Johannes Stroebel, Julian Terstegge
This replication package provides code and data to analyze the impact of carbon price uncertainty (Carbon VIX) on decarbonization investments. It is useful for investors and policymakers assessing carbon price risk.
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#blue_carbonDOI
Global dynamics of coastal reclamation and its impact on biodiversity and blue carbon
Qian Zhang, Zhen Zhang, Christian Otto +1
This paper reviews global trends in coastal reclamation and its impacts on biodiversity and blue carbon (carbon sequestration by coastal ecosystems). It highlights concerns over habitat loss and reduction of carbon sinks, emphasizing the im…
CNDatasetFigshare2026#Carbon AccountingDOI
Unravelling Saltmarsh Organic Carbon Sources: Biomarker-Isotopic Integration for Credible Blue Carbon Accounting
Jinge Zhou
This study develops a method integrating n-alkane and amino sugar biomarkers with δ13C-N/C analysis to quantify five organic carbon sources (autochthonous halophytes, allochthonous terrestrial wood, marine algae, fungal necromass, bacterial…
Peer-reviewed🌍 GlobalJournalSafety2026#AI × ESGDOI
Risk Level Assessment and Impact Range Analysis of CCUS CO2 Pipeline Leakage Based on Machine Learning
Zhang H.
This paper proposes a machine learning-based method to assess the risk level and analyze the impact range of CO2 pipeline leakage in CCUS, contributing to the safety of decarbonization technologies.
Peer-reviewed🌍 GlobalJournalZhongguo Huanjing Kexue China Environmental Science2024#CCUS
Carbon Capture, Utilization and Storage (CCUS) technology development status and application prospects
Yang P.J.
This paper reviews the current development status and future application prospects of Carbon Capture, Utilization and Storage (CCUS) technology. It summarizes technological trends in capture, transport, storage, and utilization, highlightin…
Peer-reviewed🌍 GlobalJournalFinancial Analysts Journal2026#Climate FinanceDOI
Carbon Beta: A Market-Based Measure of Climate Transition Risk Exposure
Joop Huij, Dries Laurs, Philip Stork +1
This paper proposes 'Carbon Beta,' a market-based metric for assessing firms' exposure to climate transition risk. Addressing institutional investors' challenges in climate risk assessment, it offers a practical method derived from stock ma…
Peer-reviewed🌍 GlobalJournalJournal of Environment and Development2024#Climate FinanceDOI
Drivers of Sustainable Green Finance: Country’s Level Risk and Trade Perspective for OECD Countries
Wang R.
This paper empirically analyzes the drivers of sustainable green finance in OECD countries from the perspective of country-level risk and trade. It clarifies the impact of macroeconomic factors on the development of sustainable finance.