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.
📚 Peer-reviewed · JournalFrontiers in Marine Science2026#Carbon AccountingDOI
Sediment properties influence seagrass sedimentary carbon stocks, challenging uniform blue carbon accounting
Heidi McIlvenny, Annika Clements, Sarah Helyar
This study provides the first regional assessment of sedimentary organic carbon stocks in Northern Ireland seagrass meadows, revealing high variability (18.6-280.8 Mg C/ha) influenced by sediment properties rather than seagrass presence alo…
📚 Peer-reviewed · JournalPriviet Social Sciences Journal2026#Carbon AccountingDOI
The potential of mangroves as blue carbon in the perspective of maritime law in Indonesia
Nathania Permata Satriawan, Hera Alvina Satriawan
Mangrove forests offer significant blue carbon potential for climate mitigation. This study analyzes Indonesia's legal framework under Government Regulation No. 27/2025 on mangrove ecosystem protection. It finds that while regulations have …
🌍 Global📚 Peer-reviewed · JournalFrontiers in Marine Science2026#BiodiversityDOI
Integrating megafauna into blue carbon strategies: dugongs could enhance seagrass carbon storage
Oswald J. Schmitz, Reem AlMealla
This study models how large herbivores like dugongs affect carbon storage in seagrass ecosystems. Focusing on the Halodule seagrass beds of Bahrain, the model shows that dugong presence enhances net ecosystem carbon balance (NECB) and sedim…
🌍 Global📚 Peer-reviewed · JournalNature Climate Change2026#Carbon AccountingDOI
Respecting tenure and the bundle of rights in blue carbon guidance
Sarah Lawless, Philippa J. Cohen, Rayhan Dudayev +6
Blue carbon (BC) projects are proposed in coastal and indigenous territories, but tenure security remains unclear. Analysis of 122 BC guidance documents reveals narrow rights interpretation and neglect of international obligations (e.g., In…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Blue Carbon Storage in Mangrove-Seagrass Ecotones
Vidya N
This study quantifies sediment organic carbon in mangrove-seagrass ecotones using Sentinel-2 remote sensing with Random Forest classification and sediment coring. Ecotones show intermediate carbon concentrations, storing an estimated 142 ± …
🌍 Global📚 Peer-reviewed · JournalbioRxiv (Cold Spring Harbor Laboratory)2026#Climate ScienceDOI
Heterologous expression in <i>E. coli</i> reveals the bicarbonate transporter BicA2 drives carbon uptake in marine <i>Prochlorococcus</i> spp
Loraine M. Rourke, Caitlin S. Byrt, G Dean Price +1
This study provides the first functional evidence of bicarbonate transport in Prochlorococcus, demonstrating that BicA2 is a low-affinity, Na⁺-dependent HCO₃⁻ transporter. It reveals evolutionary plasticity in CCM components and reshapes un…
🇨🇳 China📚 Peer-reviewed · JournalNature Food2026#OtherDOI
Machine learning-optimized composting strategies can enhance nutrient recycling and transform food system waste into a net carbon sink
Lu Zhang, Junyu Yang, J J Liu +6
This paper presents machine learning-optimized composting strategies that enhance nutrient recycling and transform food system waste into a net carbon sink, contributing to climate mitigation and sustainable waste management.
📚 Peer-reviewed · JournalResults in Engineering2026#AI × ESGDOI
Machine learning for CO2 geological storage and CO2-enhanced oil recovery in hydrocarbon reservoirs: A critical review of methodologies, the sim-to-real gap, and a roadmap for field-scale deployment
de la Cruz-Azuara J.E.
This paper critically reviews machine learning applications for CO2 geological storage and enhanced oil recovery (EOR) in hydrocarbon reservoirs. It identifies the sim-to-real gap and proposes a roadmap for field-scale deployment, offering …
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy TransitionDOI
Robust scheduling of a multi-energy system with hybrid electric-thermal-methanol storage: A carbon-cycle-integrated approach for operational flexibility
Geng Zhang, Jiangjiang Wang, Chenchen Zhai +2
This paper proposes a robust scheduling method for a multi-energy system integrating electric, thermal, and methanol storage with carbon cycle integration. It demonstrates operational flexibility improvements and CO2 reduction under uncerta…
🌍 Global📚 Peer-reviewed · JournalAgriculture Ecosystems & Environment2026#OtherDOI
Organic carbon pools and soil health indicators along a decadal mulching chronosequence in a tropical banana system: Implications for land management
Samuel Ayodele Mesele, Abosede Busayo Babatunde, Joseph Uponi
This study evaluates the impact of a decade-long mulching chronosequence on soil organic carbon pools and soil health indicators in a tropical banana system. The results show that mulching increases soil carbon sequestration and improves so…
📚 Peer-reviewed · JournalACS Es and T Engineering2026#CCUSDOI
Synergistic Role of Short-Chain Sulfur and Single-Atom Catalysts for Low-Temperature Mercury Removal in Post-Combustion CO2Capture
Zhao S.
This paper investigates the synergistic role of short-chain sulfur and single-atom catalysts for low-temperature mercury removal in post-combustion CO2 capture. Mercury can poison CO2 capture solvents, so its removal is critical. The study …
🌍 Global📚 Peer-reviewed · JournalHuman Science Research Council SA2026#Climate ScienceDOI
A new narrative for the blue economy and blue carbon
Human Sciences Research Council
This paper clarifies the terminology and intent of Blue Economy and Blue Carbon, often confused and treated separately. It proposes that Blue Carbon should be considered an intrinsic part of the Blue Economy, framing the theme for a special…
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#HydrogenDOI
Impact of electrolyzer-model fidelity and renewable-data resolution on techno-economic assessments of green hydrogen systems
Kang B.
This study analyzes how the fidelity of electrolyzer models and the resolution of renewable energy data affect techno-economic assessments of green hydrogen systems. It demonstrates that using high-fidelity models and high-resolution data s…
📚 Peer-reviewed · JournalJournal of Industrial and Engineering Chemistry2025#CCUSDOI
Investigation of pH swing carbon mineralization for valuable element recovery and CO2 sequestration using steelmaking slag
Triwigati P.T.
This study investigates a pH swing carbon mineralization process using steelmaking slag for simultaneous CO2 sequestration and recovery of valuable elements. It aims to integrate industrial waste valorization with carbon capture and storage…
🌍 Global📚 Peer-reviewed · JournalMicrobial Cell Factories2026#CCUSDOI
Conversion of CO2 into valuable products: engineering the PirC-PGAM switch in cyanobacteria to direct carbon flux into desired products
Nathalie Becker, Franziska Hufnagel, Paul Bolay +8
This paper demonstrates a novel regulatory metabolic engineering strategy in cyanobacteria (Synechocystis) by controlling the PirC-PGAM interaction to redirect carbon flux from the Calvin-Benson-Bassham cycle towards desired products. The a…
📚 Peer-reviewed · JournalProcesses2024#HydrogenDOI
Multiperiod Modeling and Optimization of Hydrogen-Based Dense Energy Carrier Supply Chains
Kakodkar R.
This paper presents a multiperiod optimization model for supply chains of hydrogen-based dense energy carriers (e.g., ammonia). It considers time-dependent demand and storage, aiming to minimize costs and environmental impacts, and provides…
📚 Peer-reviewed · ConferenceEnergy Procedia2013#CCUSDOI
Eddy covariance method for CO2 emission measurements in CCUS applications: Principles, instrumentation and software
Burba G.
This paper provides a comprehensive overview of the eddy covariance method for CO2 emission measurements in CCUS applications, covering principles, instrumentation, and software. It demonstrates the applicability of this monitoring techniqu…
🌍 Global📚 Peer-reviewed · JournalMaterials2026#AI × ESGDOI
Ant Colony Optimization-Driven Ensemble Learning for Carbon Emission Modelling in Fly Ash–Slag Geopolymer Concrete
Indra Kumar Pandey, Sulekh Kumar, Brajkishor Prasad +3
This study applies ensemble machine learning with ant colony optimization (ACO) to predict carbon emissions from fly ash and slag-based geopolymer concrete. The ACO-enhanced XGBoost model achieved the highest accuracy (R2=0.97), though diff…
📚 Peer-reviewed · JournalJournal of Environmental Chemical Engineering2026#HydrogenDOI
Transition from fossil-based hydrogen to photocatalytic green hydrogen: A comparative sustainability review
Thakur A.
This review compares fossil-based hydrogen production with photocatalytic green hydrogen from a sustainability perspective. It evaluates environmental impacts and technical challenges, offering insights for the hydrogen economy transition.
📚 Peer-reviewed · JournalHydrogen Switzerland2022#HydrogenDOI
The Renewable Hydrogen–Methane (RHYME) Transportation Fuel: A Practical First Step in the Realization of the Hydrogen Economy
Ingersoll J.G.
This paper proposes RHYME fuel, a blend of renewable hydrogen and methane, as a practical transportation fuel and a first step towards the hydrogen economy. It evaluates technical challenges and feasibility, focusing on compatibility with e…