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.
🌍 Global📚 Peer-reviewed · JournalEnvironmental 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% …
🌍 Global📚 Peer-reviewed · JournalEnergy 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…
🌍 GlobalPreprintZenodo2026#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…
🌍 GlobalPreprintarXiv2026#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…
CN📚 Peer-reviewed · JournalJournal 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.
🌍 Global📚 Peer-reviewed · JournalEnvironmental 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…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal 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: …
🇺🇸 USAPreprintSocArXiv (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…
🌍 Global📚 Peer-reviewed · JournalSafety2026#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.
🌍 Global📚 Peer-reviewed · JournalZhongguo 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…
🌍 Global📚 Peer-reviewed · JournalFinancial 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…
🌍 Global📚 Peer-reviewed · JournalJournal 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.
🌍 GlobalPreprintOSF Preprints (OSF Preprints)2026#Carbon Accounting
Unobserved confounders cannot explain over-crediting in avoided deforestation carbon projects
Paul J. Ferraro, Thomas Swinfield, George Nicholson +3
This paper reanalyzes 44 REDD+ projects and finds that over-crediting was widespread. Sensitivity analysis shows that unobserved confounders cannot fully account for the reported over-crediting, advocating for routine sensitivity checks in …
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Dynamic Carbon Credit Evaluation Driven by Power-Carbon Signals: Mechanism Design and Proxy-Based Conceptual Validation
Lu Liu, Keran Li, Yaling Liu +3
This paper proposes a dynamic corporate carbon credit evaluation framework integrating power-carbon signals (e.g., carbon intensity, compliance records). It combines physical metrics with ESG disclosures via Bayesian AHP-CRITIC weighting to…
🇺🇸 USAPreprintResearch Square2026#Carbon AccountingDOI
Accounting Methods Dictate Carbon Removal Credit Integrity and Outcomes
Corinne D. Scown, Sarah Nordahl, Evan David Sherwin +3
This paper analyzes how different accounting methods for carbon removal credits affect their integrity and actual emission reduction outcomes. It demonstrates that the choice of accounting standards can determine market credibility, offerin…
🌍 Global📚 Peer-reviewed · JournalEnergy Economics2025#GreenwashingDOI
Retail investor attention: Guardian of corporate ESG integrity or catalyst for greenwashing?
Li W.
This study investigates whether retail investor attention acts as a guardian of corporate ESG integrity or a catalyst for greenwashing. Analyzing a large sample of firms, the paper finds that increased retail attention is associated with im…
🌍 Global📚 Peer-reviewed · JournalCities2026#OtherDOI
Green infrastructure, nature-based solutions and ecosystem services for seismic resilience: Insight from a systematic review to guide urban policy and planning
Monica Pantaloni, Marta Ducci, Luca Domenella +1
This systematic review assesses the role of Nature-Based Solutions (NBS) and Green Infrastructure (GI) in mitigating seismic hazards. While their application in flood and heat reduction is recognized, seismic applications are underexplored.…