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🌍 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.
Preprint🌍 GlobalOSF 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 …
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#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…
Preprint🇺🇸 USAResearch 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…
Peer-reviewed🌍 GlobalJournalEnergy 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…
Peer-reviewed🌍 GlobalJournalCities2026#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.…
Peer-reviewed🇪🇺 EuropeConferenceSAE Technical Papers2013#Energy TransitionDOI
Well-to wheel greenhouse gas emissions of LNG used as a fuel for long haul trucks in a European scenario
Kofod M.
This paper presents a well-to-wheel analysis of greenhouse gas emissions from LNG (liquefied natural gas) used as a fuel for long-haul trucks in a European context. It evaluates the full lifecycle emissions, comparing LNG to diesel, and dis…
Peer-reviewedCNJournalNature Reviews Earth and Environment2026#PolicyDOI
China’s net-zero budget
Liu Z.
This paper analyzes China's budget allocation and policy instruments for achieving net-zero emissions. It examines decarbonization pathways through financial mechanisms such as carbon pricing and subsidies.
Peer-reviewed🌍 GlobalJournalCase Studies in Construction Materials2022#CCUSDOI
Global carbon recoverability experiences from the cement industry
Amran M.
This paper compiles global case studies and insights on carbon capture, utilization, and storage (CCUS) in the cement industry. It reviews international projects and technological trends for reducing CO2 emissions in cement manufacturing, a…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Data and analysis code for: Blue Carbon Ecosystems as Nature-Based Climate Solutions: Sequestration Rates, Policy Integration Gaps, and the Certification Bottleneck in Voluntary Carbon Markets
Jogi Panggabean
This systematic review and bibliometric analysis examines blue carbon ecosystems (mangroves, seagrasses, salt marshes) as nature-based climate solutions. It assesses sequestration rates, identifies policy integration gaps, and highlights th…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Climate FinanceDOI
Data and analysis code for: Blue Carbon Ecosystems as Nature-Based Climate Solutions: Sequestration Rates, Policy Integration Gaps, and the Certification Bottleneck in Voluntary Carbon Markets
Jogi Panggabean
This paper examines blue carbon ecosystems as nature-based climate solutions, analyzing carbon sequestration rates, identifying gaps in policy integration, and highlighting certification bottlenecks in voluntary carbon markets. It discusses…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#ESGDOI
From Transparency to Transformation: A Critical Systematic Review of the ESG Disclosure‐Green Innovation Nexus
Lhassan Essajide, Slimane Ed-dafali, Hicham Sbai +1
This systematic review of 77 peer-reviewed studies examines the interplay between ESG disclosure and green innovation. It finds that a virtuous equilibrium between transparency and innovation is heavily contingent on a state-led, policy-int…
Peer-reviewed🇨🇳 ChinaJournalSeparation and Purification Technology2026#CCUSDOI
Clarifying the pressure regulation mechanism of CO2 desublimation: Enabling the development of cryogenic carbon capture
Shanlin Du, Weijie Cai, Zhaoxi Wang +6
This study clarifies the pressure regulation mechanism of CO2 desublimation, advancing the development of cryogenic carbon capture technology.
Peer-reviewedCNJournalJournal of Materials Research and Technology2026#Energy TransitionDOI
Low-carbon preparation of blast furnace burden from iron ore concentrate through cold-bonding: briquetting–curing characteristics and high–temperature strength evolution mechanism
Xiaolong Wang, Zhiyun Ji, Xiaohui Fan +8
This study proposes a low-carbon cold-bonding briquetting process for iron ore concentrate to produce blast furnace burden. By optimizing binder, pressure, moisture, and curing, the briquettes meet cold-strength requirements for BF burden a…
Peer-reviewed🇺🇸 USAJournal2026#CCUSDOI
Optimization of Wet Carbonation Parameters For Maximizing CO2 Uptake And Reactivity of Blast Furnace Slag For Low-Carbon UHPC
Weina Meng, Hammad Ahmed Shah
This study experimentally optimizes wet carbonation parameters for blast furnace slag to maximize CO2 uptake and reactivity, aiming to produce low-carbon ultra-high performance concrete (UHPC). It reveals how controlling carbonation conditi…
Peer-reviewed🌍 GlobalJournalBuildings2026#Energy EfficiencyDOI
An Integrated Conceptual Framework for Low-Carbon and Cost-Effective Building Design Optimisation
Raigama Acharige Dinithi Piyumra, N D Domingo, Diocel Harold Aquino +2
This paper proposes an integrated conceptual framework (ICCO-BD) for building design optimization that simultaneously minimizes upfront embodied carbon and construction costs. Based on a systematic literature review and expert interviews, i…
🇪🇺 EuropeJournal2026#HydrogenDOI
RFNBO and Low-Carbon Certification in the EU
Francisca Gallegos
This chapter critically analyzes the EU legal framework for certifying renewable hydrogen (RFNBOs) and low-carbon fuels. It reviews the Delegated Acts under the Renewable Energy Directive and Gas Directive, focusing on certification schemes…