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🌍 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…
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.
Peer-reviewed🇨🇳 ChinaJournalEnergy storage materials2026#OtherDOI
Low-Content Lewis Acid Inducing Mechano-Electrochemically Stable and Fast-Ion Transport Interface for Fast-Charging Hard Carbon Anodes
Zhihong Lu, Meng Li, Jianqi Xiao +5
This study uses low-content Lewis acid to create a mechanically and electrochemically stable interface on hard carbon anodes, enabling fast ion transport and fast charging. The findings are significant for improving battery performance for …
Peer-reviewedJournal2026#AI × ESGDOI
Optimization of Biogas Steam Reforming Toward Low Carbon Hydrogen Production Using Integrated Artificial Neural Network and Genetic Algorithm
Ikechukwu Okwuosa
This study optimizes low-carbon hydrogen production from biogas steam reforming using an integrated ANN-GA framework. An ANN model (4-12-1 architecture) trained on Aspen HYSYS simulation data achieved R=0.99. GA optimization identified opti…
Peer-reviewedJournalJournal of Cleaner Production2026#Energy TransitionDOI
Efficiency-enhanced distributed low-carbon dispatch for multi-virtual power plants: A spatio-temporal collaborative ADMM approach
Hongchun Shu, Shunji Luo, Botao Shi +4
This paper proposes a spatio-temporal collaborative ADMM (Alternating Direction Method of Multipliers) for efficient low-carbon dispatch in multi-virtual power plants (VPPs). The distributed optimization improves computational efficiency an…
Peer-reviewed🇨🇳 ChinaJournalsteel research international2026#Energy TransitionDOI
Role and Enhancement Mechanism of Carbon Deposition in the Low‐Temperature CO Reduction of Bayan Obo Iron Concentrate Pellets
Min Li, Fang Zhang, Jun Peng +4
This study investigates carbon deposition during low-temperature CO reduction of Bayan Obo iron concentrate pellets for DRI production. At 600°C, a 2mm carbon layer forms; at 700°C, reduction reaches 90.53% with a thinner carbon layer; abov…
Peer-reviewedCNJournalPLoS ONE2026#Supply ChainDOI
Optimization of low-carbon multi-temperature joint distribution for fresh agricultural products under 3D loading constraints
Juping Shao, Fan Gao, Yanan Sun
This paper develops a low-carbon multi-temperature joint distribution optimization model under three-dimensional loading constraints. A hybrid algorithm integrating genetic algorithm and tabu search is proposed and validated with real-world…
Peer-reviewed🇨🇳 ChinaJournalCluster Computing2026#Energy TransitionDOI
Bidirectional Stackelberg game-based low-carbon multi-agent economic dispatch management for integrated energy systems
Tao Jin, Zhiwen Zhao, J M Li +1
This paper addresses low-carbon multi-agent economic dispatch management for integrated energy systems, proposing a method using bidirectional Stackelberg game. It considers interactions among multiple agents to achieve low-carbon and econo…
Peer-reviewedJournalConstruction and Building Materials2026#OtherDOI
Preparation and comparative performance of low-carbon cementitious system based on cement, slag, fly ash, and gypsum
Decheng Wen, Yu Zhang, Feifei Shao +2
This study prepares and compares the performance of a low-carbon cementitious system using cement, slag, fly ash, and gypsum. It demonstrates potential CO2 reductions compared to traditional cement, contributing to decarbonization in constr…
Peer-reviewedJournalJournal of Public Health and Emergency2026#Carbon AccountingDOI
AB023. Carbon and economic savings from reducing low-value care: case of appendicitis in Thailand
Nishanta Sharma, Sarin KC
This study estimates carbon and economic savings from reducing low-value appendicitis treatments in Thailand. Using data from pre-pandemic, lockdown, and post-lockdown periods, it finds that carbon emissions decreased by 13.9% by 2021 despi…