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.
CN📚 Peer-reviewed · JournalSustainability2026#Climate FinanceDOI
The Impact of Green Finance on Carbon Emissions: Evidence from the Yangtze River Delta
Qingzhou Ma, Bai Lyu, Weidong Wang
Using panel data of 41 Chinese cities from 2010-2024, this study finds that a one-standard-deviation increase in green finance index reduces carbon emission intensity by about 23.6% of the sample mean. Green technology innovation and indust…
🌍 Global📚 Peer-reviewed · JournalNature-Based Solutions2026#Climate FinanceDOI
Can the ‘One Health’ approach be integrated into blue carbon projects? A perspective from the Philippines
Jay Mar D. Quevedo
This paper argues that integrating a One Health approach into blue carbon projects can enhance both implementation and financing by demonstrating health co-benefits beyond carbon sequestration. Using a Philippine case study, it shows how ma…
📚 Peer-reviewed · JournalNext Research2026#Carbon AccountingDOI
Land cover change and emissions in blue carbon mangroves forest conservation area in Indonesia
Mega Natasha Indah, Kastana Sapanli, Agus Sadelie +2
This study analyzes land cover change and associated CO2 emissions in a blue carbon mangrove forest conservation area in Indonesia. It assesses the contribution of conservation activities to emission reductions, highlighting the importance …
📚 Peer-reviewed · JournalJournal of Geographical Sciences and Education2026#AI × ESGDOI
Valuing Blue Carbon for Ecological Sovereignty: Dynamics and Projections of Seagrass Stock in Teluk Saleh
Kharisma Rinandyta, Rizki Atthoriq Hidayat, Surya Hafizh
This study quantifies seagrass blue carbon stock in Teluk Saleh, Indonesia, and projects its dynamics to 2035. Using Sentinel-2 imagery and SVM classification for mapping (2019-2025) and ARIMA for projections, results show significant tempo…
🌍 Global📚 Peer-reviewed · JournalAtmospheric Chemistry and Physics2026#Carbon AccountingDOI
Measurement Report: Methane and NO
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emissions from natural gas cooking stoves, the case of Chile and Colombia
Ricardo Morales-Betancourt, Cristóbal J. Galbán-Malagón, Thalia Montejo-Barato +11
This study measured real-world methane (CH4) and NOx emissions from natural gas cookstoves in 35 homes in Santiago, Chile and 23 in Bogotá, Colombia. Using a mass balance approach, they found that continuous leaks and ignition events contri…
📚 Peer-reviewed · JournalJournal of Natural Science Research and Review2026#blue_carbonDOI
Bajo Coastal Resilience Through Human Ecology, Mangrove Stewardship, And Blue Carbon Livelihoods
Rustam Anwar, Hasim ., Dewi Wahyuni K. Baderan +2
This critical literature review reframes Bajo coastal communities' resilience through human ecology, emphasizing mangrove stewardship and blue carbon livelihoods as bridges between climate adaptation, ecological restoration, and community r…
🌍 Global📚 Peer-reviewed · JournalJournal of Water and Climate Change2026#OtherDOI
Evaluating the role of sustainable agriculture practices in reduction of CO2 emissions in developing nations
Muhammad Rizwanullah, Muhammad Nasrullah, Suliman Almojel +1
This study analyzes the long-term impact of efficient water management, irrigated land, agroforestry, organic fertilizer, and organic farming on CO2 emissions in developing countries using the PMG-ARDL model from 2001-2021. Findings show si…
🌍 Global📚 Peer-reviewed · JournalWetlands2026#Carbon AccountingDOI
Mangrove and Seagrass Blue Carbon Stocks and Fluxes Across ASEAN: A Dual-Framework Assessment of Soil Carbon Dynamics and Policy Implications
Tri Ngearnlek, Wei‐Ta Fang
This study provides the first harmonized assessment of blue carbon in mangroves and seagrasses across all coastal ASEAN states using a dual-framework approach (probabilistic NECB model and IPCC-aligned national inventory). It estimates regi…
🌍 Global📚 Peer-reviewed · JournalNature Climate Change2026#Carbon AccountingDOI
Blue carbon projects must uphold the land and sea rights of coastal peoples
Sarah Lawless, Philippa J. Cohen, Rayhan Dudayev +6
This paper emphasizes the necessity of respecting coastal peoples' land and sea rights in blue carbon projects. As carbon credit trading expands, community participation and consent are crucial.
🌍 Global📚 Peer-reviewed · JournalEarth s Future2026#Climate ScienceDOI
The Importance of Scale in the Future of Mangrove Blue Carbon Under Sea‐Level Rise
A. P. Iwantoro, D. H. Urrego, D. Xie +8
Mangrove forests are efficient carbon sinks but vulnerable to sea-level rise (SLR) and sediment supply changes. This study develops a novel eco-carbon-morphodynamic model to compare carbon accumulation responses at local and landscape scale…
CN📚 Peer-reviewed · JournalBuildings2026#Carbon AccountingDOI
Life-Cycle Carbon Emission Calculation and Economic Analysis of Zero-Carbon Buildings: A Case Study in China
Yizhou Jiang, Cun Wei, Yuanwei Ding +3
This study uses LCA to calculate life-cycle carbon emissions of zero-carbon buildings, taking the Jinan Zero-Carbon Operation Center as a case. It identifies operation and building material production as core stages (99%+ of total emissions…
CN📚 Peer-reviewed · JournalFigshare2026#Climate ScienceDOI
Effects of blue carbon restoration strategies on sediment carbon sinks and underlying mechanisms across contrasting hydrogeomorphic settings
Jia Lin, Xiaoguang Ouyang
This study analyzed sediment cores from natural and restored mangroves, seagrass beds, and tidal flats in South China, integrating diagenetic modeling and isotope analysis. It found that restored sites have lower carbon accumulation rates t…
📚 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.
📚 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…