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🇨🇳 ChinaJournalSystems2026#AI × ESGDOI
Is Carbon Risk Always Bad News? The Impact of Carbon Risk on Financial Distress Based on China
Weihua Qu, Z D Guo
This paper examines the impact of carbon risk on corporate financial distress in China, using the Paris Agreement as an exogenous shock and combining difference-in-differences with double machine learning. It finds that high-carbon firms ar…
Peer-reviewed🇨🇳 ChinaJournalEnvironment, social and governance.2026#Carbon PricingDOI
Carbon Constraints and Corporate Green Innovation: Evidence from China's National Carbon Market
X LIU
Using a difference-in-differences approach with China's 2021 national carbon market launch as a quasi-natural experiment, the study finds that treated power-sector firms significantly increase green patent applications. Mechanism tests show…
Peer-reviewed🇺🇸 USAJournal2026#Climate ScienceDOI
Fire-altered Carbon Pools Create Disturbance Memory in Stream Dissolved Organic Carbon
Zhi Li, Huilin Huang, Yi Xiao +4
This study models post-fire stream dissolved organic carbon (DOC) dynamics by incorporating fire-altered terrestrial carbon pools. Using the 2021 Schneider Springs Fire in Washington, the coupled ELM-BGC and ATS-PFLOTRAN models show an orde…
Peer-reviewed🇨🇳 ChinaJournalApplied Economics2026#Energy TransitionDOI
Digital enabler or carbon culprit? The U-shaped trajectory of digital innovation on carbon emissions
Xin Gao, Xuanzhi Yang, Feifei Li +1
This study finds a U-shaped relationship between digital innovation (DI) and carbon emissions (CE) in Chinese manufacturing firms: DI reduces CE initially but increases it after further expansion. Environmental regulation steepens the curve…
Peer-reviewedJournalScientific Reports2026#Carbon PricingDOI
Estimating carbon prices for revenue parity between timber and carbon in forest plantations
Wan‐Yu Liu, Yi-Hsin Lu, Rachel Sui Kei Lee
This study estimates carbon price thresholds for making forest conservation economically competitive with timber production in Taiwan's Cunninghamia lanceolata plantations. Estate-level analysis yields NT$958/tCO2e; stand-level break-even r…
Peer-reviewed🌍 GlobalJournal2026#Climate ScienceDOI
Ocean heat-oxygen-carbon coupling constrains the climate-driven carbon sink
Yuming Jin, Eric J. Morgan, Britton B. Stephens +2
This study uses the Ocean Circulation Inverse Model (OCIM) to quantify coupling coefficients between ocean heat, oxygen, and carbon fluxes, providing an independent constraint on climate-driven CO2 fluxes. From 2005-2024 observations, the n…
Peer-reviewedJournalCommunications Earth & Environment2026#Climate ScienceDOI
Organic–inorganic carbon coupling shapes carbon dioxide fluxes in seagrass ecosystems
Mariche B. Natividad, Wei‐Jun Cai, Nina Bednaršek +2
This paper integrates organic metabolism, carbonate cycling, and sedimentary processes to provide a comprehensive framework for evaluating the climate mitigation potential of seagrass ecosystems. Case study data from Dongsha Island lagoon r…
Peer-reviewed🌍 GlobalJournalAnnual Review of Environment and Resources2026#Carbon AccountingDOI
Blue Carbon in an Era of Carbon Accounting
M. Ward, M.T. Costa, A. M. Ricart +3
Blue carbon ecosystems (mangroves, marshes, seagrasses, seaweeds) are rapidly integrated into climate mitigation. Mangroves dominate ~89% of projects. Global restoration could deliver ~109 MtC/year removals, while habitat loss causes ~63 Mt…
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2026#Scope 3DOI
How to account for the unaccounted? An analysis of governance barriers to consumption-based carbon accounting in European cities
Eloïse Deshayes, Will Brown
This paper analyzes governance barriers to consumption-based carbon accounting in European cities, focusing on how institutional and policy obstacles impede accurate accounting of indirect emissions. It provides insights for improving urban…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Dataset for: Multi-Data Source-Based Machine Learning Modelling Framework for Remote Estimation of Soil Organic Carbon and Carbon Credits Validation
Marco Fiorentini, Matteo Francioni, Stefano Zenobi +9
This study develops a machine learning framework using remote sensing and multiple data sources (satellite, climate, soil, crop) to estimate soil organic carbon (SOC). Adding an artificial 'zone management' covariate improves prediction acc…
Peer-reviewedJournal2026#Carbon AccountingDOI
Accounting Methods Dictate Carbon Removal Credit Integrity and Outcomes
Sarah Nordahl, Evan Sherwin, Caspar Donnison +3
This study analyzes how accounting methods for carbon removal credits affect their integrity and actual climate mitigation outcomes. It examines different accounting approaches and their implications for environmental integrity and market v…
Peer-reviewed🇪🇺 EuropeJournalIntegrated Environmental Assessment and Management2026#OtherDOI
From sources to solutions: An integrated framework for industrial risk assessment, subsurface contaminant dynamics, and Nature-Based remediation from RemTech Europe 2024
Paola Grenni, Marco Falconi
This paper synthesizes seven key advancements from RemTech Europe 2024, presenting an integrated framework linking industrial risk assessment, subsurface contaminant dynamics, and nature-based remediation. It offers an operational roadmap f…
Peer-reviewedJournal2026#Climate RiskDOI
Policy Framing of Mangroves as Protective Infrastructure in Bangladesh : A policy content analysis of ecosystem-based disaster risk reduction and nature-based solutions for cyclone risk reduction governance
Jafar Iqbal
This paper analyzes the policy framing of mangroves as protective infrastructure in Bangladesh, examining how ecosystem-based disaster risk reduction (Eco-DRR) and nature-based solutions (NbS) are integrated into cyclone risk reduction gove…
Peer-reviewed🌍 GlobalJournalNature-Based Solutions2026#PolicyDOI
Designing a Scorecard for Measuring the Integration of Nature-based Solutions into Small Island Climate Policies
Iain M. Hall, Anne McDonald, Juan Ricardo Gómez-Serrano +10
This study develops a replicable scorecard to evaluate the integration of Nature-based Solutions (NbS) in climate policies of 57 small island states and territories (SISTs). Using six categories, it finds substantial variation: Dominica sco…
Peer-reviewedJournalDeakin Research Online (Deakin University)2026#OtherDOI
Review of Factors Affecting the Incorporation of Nature-Based Solutions in Circular Construction
M Anam, S Shooshtarian, Nilupa Udawatta +2
This review examines the integration of circular economy (CE) and nature-based solutions (NbS) in construction. It identifies 17 applications including 9 real-world cases and proposes four interdependent strategies: nature-integrated circul…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Reproducibility package for: Public acceptance of emerging net-zero energy technologies — a systematic review and measurement audit of 534 studies on small modular reactors, hydrogen, carbon capture and offshore wind
Juyong Lee
This reproducibility package accompanies a systematic review on public acceptance of four net-zero technologies: small modular reactors, hydrogen, carbon capture, and offshore wind. It includes the study protocol, search scripts, LLM screen…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#CCUSDOI
Optimal carbon capture and storage deployment strategies for fossil-energy power supply chain with service-based provision and consumer environmental recognition: a differential game analysis
Kun Xiao, Wei Zhang
This paper uses differential game analysis to explore optimal CCS deployment and electricity pricing in fossil-energy power supply chains under third-party CCS services and consumer environmental recognition. It derives equilibrium strategi…
Peer-reviewed🇨🇳 ChinaJournalSeparation and Purification Technology2026#CCUSDOI
Harmonizing thermodynamic affinity and diffusion kinetics in SF6 capture via hierarchical micropore carbon
X W Li, Ying Shi, X M Wang +5
This paper reports the design of novel carbon materials for efficient capture of SF6, a potent greenhouse gas. The hierarchical microporous structure balances adsorption affinity and diffusion kinetics, offering potential for SF6 emission r…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#Energy EfficiencyDOI
Analysis of the Construction Path of Smart and Low-Carbon Outdoor Spaces from the Perspective of Sustainable Urban Theory: Taking Nanjing Station and Its Station Front Square as an Example
Jiaying Huang
This study explores the construction path of smart and low-carbon outdoor spaces from the perspective of sustainable urban theory, using Nanjing Station and its square as a case. Through literature analysis, it identifies issues such as mon…
Peer-reviewed🇨🇳 ChinaJournalBioresource Technology2026#Renewable EnergyDOI
Bio-carriers enhance methane production in two-phase anaerobic digestion of low carbon-to-nitrogen ratio food waste solid residues
Junwei He, Junwei He, Jing He +8
This study investigates bio-carriers to enhance methane production in two-phase anaerobic digestion of food waste solid residues with low carbon-to-nitrogen ratio. Bio-carriers improve methane yield and process stability.