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🇨🇳 ChinaJournalFrontiers in Marine Science2026#Climate ScienceDOI
Cross-domain risk governance of transboundary marine policies for blue carbon ecosystem protection: a fuzzy AHP evaluation framework applied to the nuclear wastewater discharge case
WeiLun Huang
This study builds a Cross-Domain Risk Management Procedure (CDRMP) for blue carbon governance, weighting 36 criteria via Fuzzy AHP with 114 respondents. Applied to Japan's Fukushima wastewater discharge, it finds geopolitical contestation (…
Peer-reviewedJournalProceedings of the Zoological Society2026#Climate ScienceDOI
Blue Carbon in the Sundarbans Mangrove Ecosystem: Status, Threats, and Future Perspectives under Climate Change
Anumita Das, Shreyasi Mishra, Rajarshi Ghosh +1
A review of blue carbon in the Sundarbans mangrove ecosystem, covering current carbon stocks, sequestration potential, and climate-change threats. It highlights the role of coastal ecosystems in carbon storage and conservation. Details unav…
Peer-reviewed🇪🇺 EuropeJournalEcological Engineering2026#Climate ScienceDOI
Advances in ecological engineering and low-carbon products in designing of coastal structures
Mireille Escudero, Jorge Molines, M. Esther Gómez-Martín +1
This review synthesizes field and lab studies on eco-engineering and low-carbon materials for coastal defence structures. Increasing substrate surface complexity and using low-binder cements like slag cement (CEM III/B) can enhance biodiver…
Peer-reviewed🇺🇸 USAJournalThe Foundation Review2026#Climate ScienceDOI
Climate Change Evidence: Driving Value-Added Use for Better Decisions
Tim Larson, Marina Lahowin, Sarah Hanck
This article maps the ecosystem of climate solution evidence tools and distinguishes their functions: aggregation, strength assessment, option comparison, spatial targeting, policy benchmarking, and adaptive management. It identifies persis…
Peer-reviewedJournalRecent Science and Technology2026#Climate ScienceDOI
Plant Community Structure and Carbon Sequestration of the Forest Restoration Areas at Kamnoetvidya Science Academy
Worawut Ngampiboonwet, Karun Chaivanich, Praphaiphan Kewkasem +2
This study compares two forest restoration models in Rayong, Thailand: rubber–palm intercropping (RPP) and mixed-orchard plots (OP). OP showed higher species richness (36 vs 25) and diversity, while carbon stocks were comparable (RPP 45.59 …
Peer-reviewed🇨🇳 ChinaJournalLand2026#Climate ScienceDOI
Temperature as a Nonlinear Moderator of Land-Use Carbon Emissions Across China’s Temperature Zones: Drivers and Differentiated Governance
Yiqun Li, Jian Yu, Li Fang +3
Using Chinese land-use, energy and meteorological data (1990–2022), the authors model emission drivers across six temperature zones with a coupled nature–economy–policy framework. Warm and mid-temperate zones account for ~80% of national em…
Peer-reviewed🇺🇸 USAJournalAnimal Frontiers2026#Climate ScienceDOI
Advancing sustainable beef through research and collaboration
Matthew R Beck, Jude L. Capper, Kristen Johnson
Introduction to a special issue stemming from the U.S. Roundtable for Sustainable Beef roadmapping workshop (Oct 2024), which convened 80 experts to identify knowledge gaps in beef sustainability. It frames air/GHG, water, and land as the d…
Peer-reviewedJournal2026#Climate ScienceDOI
Reversing Humanity's Carbon Legacy An Illustrative Scenario Assessment of Historical Carbon Removal
Chris Harrop Obe
This paper presents an illustrative scenario assessment of removing humanity's historical carbon emissions. It explores how drawing down legacy CO2 could contribute to climate goals through scenario modeling. Methods and findings are unclea…
Peer-reviewedJournalRegional science and environmental economics2026#Climate ScienceDOI
When Complexity Pollutes and When It Cleans: A Bayesian Spatial Panel Analysis of Trade, Technology and Research Complexity Effects on Carbon Emissions
Tennyson Pangambam
Decomposing the Economic Complexity Index into trade, technology and research dimensions, this study applies a Bayesian spatial panel to 57 countries (1999–2019). Trade and technology complexity raise per-capita emissions, while research co…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Climate ScienceDOI
Artificial Intelligence in Soil Management: Implications for Climate Resilience—A Comprehensive Review
M.I.A. Barbosa, Pedro Miguel Rodrigues
This review analyzes 106 peer-reviewed studies on AI, machine learning and deep learning for soil monitoring, modelling and decision support. It covers prediction of soil moisture, nutrients, carbon dynamics and degradation indicators, plus…
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainable Food Systems2026#Climate ScienceDOI
The influence of climate change on temporal shifts in food systems and diets in Kiribati: a scoping review
Zina Bird, Anna K. Farmery, Viliamu Iese +5
A PRISMA-ScR scoping review of 85 studies plus public food production and import data tracing Kiribati's shift from subsistence to import-dependent diets. It shows climate change disrupting local production and deepening reliance on trade a…
Peer-reviewed🌍 GlobalJournalCABI Reviews2026#Climate ScienceDOI
A review of the impact of biochar on the soil-plant system and pollutant mitigation
Sandesh Thapa, Sara Rawal, Pawan Chapagaee +4
This review synthesizes how biochar's feedstock and pyrolysis parameters shape soil structure, water retention, and microbial activity, affecting crop productivity. It documents biochar's role in suppressing greenhouse gas emissions, immobi…
Peer-reviewed🇪🇺 EuropeJournalScientific Reports2026#Climate ScienceDOI
Population driven emissions call for earlier climate mitigation
Danilo Liuzzi, Veronica Lupi, Simone Marsiglio
The authors extend the DICE integrated assessment model so population size directly drives emissions, calibrating elasticities from STIRPAT empirical estimates. With a population elasticity above unity, unabated emissions may exceed twice t…
Peer-reviewed🌍 GlobalConferenceSociety of Petroleum Engineers SPE Abu Dhabi International Petroleum Exhibition and Conference 20172017#Climate ScienceDOI
Monitoring of greenhouse gas emissions from space in the middle east
Gauthier J.F.
This paper addresses satellite-based remote sensing of greenhouse gas emissions in the Middle East. Without an abstract, specifics are unclear, but space-based observation is increasingly relevant to independent verification and MRV infrast…
Peer-reviewedJournalAgriculture Ecosystems and Environment2022#Climate ScienceDOI
Effect of dissolved organic matter (DOM) on greenhouse gas emissions in rice varieties
Ding H.
No abstract is available; the title suggests a study comparing how dissolved organic matter (DOM) affects greenhouse gas emissions across rice varieties. It likely offers mechanistic insight into paddy-field methane and N2O emissions releva…
Peer-reviewed🌍 GlobalJournalDiscover Environment2026#Climate ScienceDOI
Seagrass blue carbon stocks and emission potential in the Derawan Islands Marine Protected Area, Indonesia
Topik Hidayat, R. F. Darus, A. Rustam +9
A study assessing blue carbon stocks and emission potential of seagrass meadows in Indonesia's Derawan Islands Marine Protected Area. It appears to quantify the climate mitigation function of coastal ecosystems within a marine protected are…
Peer-reviewed🌍 GlobalJournalEnvironmental Research Letters2026#Climate ScienceDOI
The overshoot integral can inform climate science and policy beyond 1.5°C of warming
James G. Dyke, Jesse F. Abrams, J. Schellnhuber
The authors propose the 'overshoot integral'—time-integrated temperature exceedance above a threshold (°C·years)—as a complement to the carbon budget framework. Pathways with similar peak warming can differ by over two orders of magnitude i…
Peer-reviewed🇨🇳 ChinaJournalProceedings of the National Academy of Sciences2026#Climate ScienceDOI
Understory diversity is positively associated with overstory carbon sequestration
Yakun Zhang, Rui Zhang, Scott X. Chang +10
Using Canada's National Forest Inventory, the study tests whether understory diversity (shrubs, herbs, bryophytes) is associated with tree and soil carbon accumulation across temperature, moisture, and nitrogen gradients. Herb and bryophyte…
Peer-reviewed🇨🇳 ChinaJournalNature Geoscience2026#Climate ScienceDOI
Trade-offs between soil inorganic and organic carbon driven by multiple global environmental changes
Tongshuo Bai, Yi Wang, Jun Deng +5
A global analysis of how multiple environmental changes drive trade-offs between soil inorganic and organic carbon. It suggests that assessing soil carbon stocks without accounting for both pools can misestimate sequestration potential. Rel…
Peer-reviewedJournalJournal of Degraded and Mining Lands Management2026#Climate ScienceDOI
Biochar for sustainable rehabilitation of degraded lands: Mechanisms, applications, environmental benefits, and future perspectives
Eni Maftu’ah, Puspita Harum Maharani, Yiyi Sulaeman +7
This review synthesizes biochar's role in rehabilitating degraded lands—mine sites, peatlands, saline/sodic soils, drylands, and eroded farmland. Biochar improves soil aggregation, water/nutrient retention, CEC, pH, and microbial function w…
