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 · JournalRegional Studies in Marine Science2026#Carbon AccountingDOI
Assessment of Carbon Storage Potential and Blue Carbon Value of the Native Halophyte Triglochin maritimum L. in South Korea
Jae-Chan Park, Jinvo Nam, Junsung Noh +1
This study assesses the carbon storage potential and blue carbon value of the native halophyte Triglochin maritimum L. in South Korea. It provides empirical data on natural carbon sinks, contributing to climate mitigation strategies.
🌍 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…
📚 Peer-reviewed · JournalJournal of Process Control2026#Energy TransitionDOI
Decarbonization as a systems and control challenge: From superstructure optimization to multi-period decision-making under uncertainty
Sunwoo Kim, Jay H. Lee
This paper frames decarbonization as a systems and control problem, proposing methods such as superstructure optimization and multi-period decision-making under uncertainty to support planning of decarbonization pathways from an engineering…
📚 Peer-reviewed · JournalEstuarine Coastal and Shelf Science2026#Carbon AccountingDOI
Chemical characterization of dissolved organic matter in three blue carbon communities
Isabel Casal‐Porras, Fernando G. Brun, José Lucas Pérez‐Lloréns +1
This study analyzes the chemical characteristics of dissolved organic matter from three blue carbon ecosystems: mangroves, seagrass beds, and tidal flats. It reveals differences in organic matter composition, contributing to understanding c…
🇺🇸 USA📚 Peer-reviewed · ConferenceProceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems2026#AI × ESGDOI
CarbonX: An Open-Source Tool for Computational Decarbonization Using Time Series Foundation Models
Diptyaroop Maji, Kang Yang, Prashant Shenoy +2
CarbonX is an open-source tool for computational decarbonization that leverages time series foundation models. It enables accurate carbon emission estimation and optimization using AI, providing a scalable solution for decarbonization effor…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Hazardous Materials2026#Climate ScienceDOI
Microplastics and Co-Occurring Nitrogen Synergistically Accelerate Blue Carbon Loss
Md Abu Noman, Tanveer M. Adyel, Damien L. Callahan +3
Using controlled microcosms and multi-omics, this study demonstrates that polylactic acid (PLA) microplastics combined with nitrogen fertilizer synergistically increase CO2 emissions from seagrass soil by up to 195%, accelerating blue carbo…
📚 Peer-reviewed · JournalEnvironmental Progress & Sustainable Energy2026#Energy TransitionDOI
Transport‐related carbon dioxide emissions: Energy pathways, decarbonization strategies, and public health implications
Suresh Vellaiyan, Shanmugavel Kuppusamy, Yuvarajan Devarajan +5
This review presents an integrated framework linking transport CO2 emissions, real-world driving variability, atmospheric processes, and public health outcomes. It highlights discrepancies between laboratory certification cycles and on-road…
📚 Peer-reviewed · JournalEurasian Soil Science2026#blue_carbonDOI
“Blue Carbon” Stock in Soils of Coastal Ecosystems in the Southeastern Barents Sea
I. E. Bagdasarov, G. A. Kazhukalo, A. A. Bobrik +3
Soil carbon stocks were measured in coastal landscapes of Chosha Bay, Barents Sea, ranging from 8.75 to 236.02 t/ha, with highest in eroded marsh ledge sediments. Significant correlations with clay content and topographic wetness index were…
🇺🇸 USA📚 Peer-reviewed · JournalDiscover Sustainability2026#PolicyDOI
The role of environmental policy in decarbonization in the United States
Jewel Rana, Ratul Talukdar, Mohammad Fakhrul Islam +4
This study analyzes U.S. data from 1990-2021 using ARDL modeling to examine how environmental taxes, policy stringency, resource dependence, trade, and globalization affect CO2 emissions. Environmental tax revenue is paradoxically associate…
🇨🇳 China📚 Peer-reviewed · JournalMarine Pollution Bulletin2026#Climate ScienceDOI
Safeguarding seagrass blue carbon sinks: An integrated modeling approach projects habitat suitability and carbon vulnerability
Ming Wang, Yanmei Ding, shuai Yang
This paper presents an integrated modeling approach to project habitat suitability for seagrass and assess the carbon vulnerability of blue carbon sinks. The study aims to support the conservation and restoration of seagrass ecosystems as a…
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy TransitionDOI
Optimizing hybrid power-fuel configurations for container ships under decarbonization uncertainty
Zhongxiu Peng, Yuzhe Zhao, Theo Notteboom +1
This paper proposes an optimization method for hybrid power-fuel configurations on container ships under decarbonization uncertainty, aiding fuel transition and emission reduction strategies.
📚 Peer-reviewed · JournalApplied Energy2026#Energy TransitionDOI
Energy modeling for a low-carbon future and global decarbonization
Sumaira Salam, Misbah Shahzadi, Haji Ghulam Qutab +4
This paper presents energy modeling approaches for achieving a low-carbon future and global decarbonization. While lacking specific analysis, it suggests directions for energy transition.
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Blue Carbon Dynamics in Mangrove Ecosystems Using Remote Sensing and Carbon Flux Quantification Techniques
Research Consortium Archive
This paper assesses blue carbon dynamics in mangrove ecosystems using remote sensing and carbon flux quantification techniques. It aims to improve carbon sequestration estimates, contributing to climate mitigation strategies.
📚 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…
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…
📚 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…