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-reviewedJournalRussian Journal of Physical Chemistry A2026#OtherDOI
Carbon Nanodots Supported Photocatalysis for Efficient Degradation of Methylene Blue and Microbial Load Reduction from Waste Water
R. Arulnangai, H. Vajihabanu, G. Muralitharan +3
Carbon nanodots synthesized from papaya seeds (CP-CNDs) were used for photocatalytic degradation of methylene blue and microbial load reduction in wastewater. The material exhibits high antibacterial activity due to its high surface area an…
Peer-reviewed🌍 GlobalJournalGeoderma2026#Climate ScienceDOI
Mangrove restoration is not agriculture: nutrient enrichment destabilizes blue carbon by increasing microbial access to protected pools
Armando Cavalcante Franco Dias
This study suggests that nutrient enrichment in mangrove restoration sites can increase microbial access to protected soil organic carbon pools, potentially destabilizing blue carbon stocks. It warns against treating restoration like agricu…
Peer-reviewedJournalACS Applied Nano Materials2026#HydrogenDOI
Pt on Carbon Quantum Dot–TiO2–Ti3C2T x Heterostructures for Enhanced Photocatalytic Fast Green Dye Degradation and the Hydrogen Evolution Reaction
Sushma Balasaheb Lembhe, Sharon Benny Alex, Santosh Haram +1
A Pt-decorated CQD-TiO2-MXene heterostructure was synthesized, showing excellent electrocatalytic HER activity and photocatalytic dye degradation. The study highlights electronic structure engineering for multifunctional catalysts.
Preprint🌍 GlobalarXiv (Cornell University)2026#AI × ESGDOI
Toward Explainable and Policy-Aware AI for Carbon Credit Price Prediction: A Research Framework for Emerging Carbon Markets
Summaiya Unnisa Begum, Mohammed Nadeem Ullah, Mohammed Abdul Ghani Khan
Carbon price forecasting is hard; existing work clusters on EU/China, compresses policy text into sentiment, and lacks calibration or explanation stability. This paper distills ten gaps into an impact-feasibility matrix and proposes EPA-Car…
Peer-reviewedJournal2026#BiodiversityDOI
Urban Stream Daylighting as a Nature- based Solution (NbS): From "Consider Where Feasible" to a Deliverable Municipal Program
Luna Khirfan
This paper positions urban stream daylighting as a nature-based solution (NbS), proposing a framework for municipalities to move from a passive 'consider where feasible' stance to a deliverable program. It outlines multiple benefits such as…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Sustainable Food Systems2026#Climate RiskDOI
Assessing the impacts of spatial shifts in grain production on agricultural vulnerability in China: implications for nature-based solutions
Jianzhi Liu, Ruru Wang
This study analyzes how spatial shifts in grain production in China affect agricultural vulnerability using prefecture-level data from 2010-2022. It finds that shifts increased yield variability and vulnerability, with emerging production a…
Peer-reviewedJournalThe International Journal of Life Cycle Assessment2026#OtherDOI
Nature-based solutions in aquaculture: a sustainability assessment of tilapia monoculture and tilapia-shrimp polyculture
Sumonrat Chairat, Shabbir H. Gheewala
This paper assesses the sustainability of tilapia monoculture versus tilapia-shrimp polyculture from a nature-based solutions (NbS) perspective. It likely compares ecological and resource-efficiency outcomes, suggesting polyculture may offe…
Peer-reviewed🌍 GlobalJournalBiofouling2026#OtherDOI
Antifouling and fouling-release coatings with polysaccharides: a nature-based solution to a marine challenge
Anand Lopez, Russell C. Wyeth, Shegufa Shetranjiwalla
This review examines polysaccharide-based coatings as a nature-based solution to marine biofouling. It analyzes the relationship between polysaccharide structural properties and coating performance, noting limitations in high-silt and high-…
🌍 GlobalDatasetMendeley Data2026#Carbon AccountingDOI
Replication package for “Full-Retirement Heterogeneity in the Voluntary Carbon Market: Project Types, Registries, and Composition”
Iñigo de Loyola Arraiza Rivero
This replication package supports a study on full-retirement heterogeneity in the voluntary carbon market, using a CarbonPlan OffsetsDB snapshot. It provides code and outputs for analyzing retirement patterns across 6,025 projects, with res…
Peer-reviewedJournalJournal of Engineering and Computational Intelligence Review2026#CCUSDOI
Design and Development of Metal-Organic Frameworks for Carbon Dioxide Capture and Sustainable Energy Storage
Zoha Jamil, Samrana Afzal, Muhammad Iqbal +3
This study develops an integrated framework for sustainable design and implementation of Metal-Organic Frameworks (MOFs) for CO2 capture and energy storage. Synthesizing 127 studies, it identifies six design practices, 23 barriers, and 18 e…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research2026#Energy TransitionDOI
Low-carbon ternary precursor alkali-activated road subbase materials derived from industrial solid wastes: Synergistic utilization of red mud, molybdenum tailings and iron tailings
Jun Li, Xueyu Wei, Jinheng Li +1
This study develops low-carbon alkali-activated road subbase materials by synergistically utilizing industrial solid wastes such as red mud, molybdenum tailings, and iron tailings. The proposed materials offer an environmentally friendly al…
Peer-reviewed🇨🇳 ChinaJournalApplied Sciences2026#Energy TransitionDOI
Digital Village Technologies and Low-Carbon Agricultural Performance in China: An Applied Evaluation Using Super-Efficiency SBM and Provincial Panel Data
Yuming Li, Liudi Li, Xiuguang Bai +2
Using panel data from 30 Chinese provinces (2011-2023), this study examines the link between rural digital technology systems and agricultural carbon emission efficiency. Employing a super-efficiency SBM model and fixed-effects regressions,…
Peer-reviewedJournalCivil Engineering and Architecture2026#Energy TransitionDOI
Cradle-to-Gate LCA of Fly Ash Mortar for Low-Carbon Construction: GWP Reduction, Uncertainty Analysis, and Policy Relevance
Sutria Desman, Nurhasan Syah, Mulya Gusman +3
This study conducts a cradle-to-gate LCA of mortar with 30% and 50% fly ash substitution, showing GWP reductions of 28.4% and 47.4%, respectively. Monte Carlo uncertainty analysis is included, and policy implications for Indonesia's sustain…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#AI × ESGDOI
Source–Load Coordinated Multi-Stage Low-Carbon Planning for Data Center Clusters Considering Construction Sequence
Huanbei Zhao, Changhong Yu, Guobin Fu +3
This paper proposes a multi-stage low-carbon planning method for data center clusters that coordinates construction sequencing and load growth to avoid redundant early investment while ensuring supply reliability. It integrates a tiered car…
Peer-reviewed🇨🇳 ChinaJournalParticuology2026#Energy TransitionDOI
Recycling of sinter return fines via cold-bonding and hot-hardening briquetting for low-carbon ironmaking
尹俐 覃, Fan Yang, Wang Zeng +4
This paper proposes a method to recycle sinter return fines using cold-bonding and hot-hardening briquetting for low-carbon ironmaking. By reusing waste materials, it enhances resource efficiency and potentially reduces CO2 emissions. Speci…
Peer-reviewed🌍 GlobalJournalEnvironmental Science & Technology2026#HydrogenDOI
Hydrogen Digital Product Passport: Unlocking Trust and Transparency for a Global Low-Carbon Future
David Parra, Lourdes F. Vega, Magdy Hassan +2
This paper proposes a digital product passport (DPP) for hydrogen to enhance trust and transparency in low-carbon hydrogen supply chains. By enabling traceability of origin and carbon intensity, DPPs support international certification and …
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Carbon AccountingDOI
Low-Carbon Valorization of Waste PE Mulch Film: A Carbon Footprint Comparative Analysis of Typical End-of-Life Treatment Pathways
Yuanyuan Zhang, Weishan Sun, Xiaomeng Fang +1
This study compares end-of-life pathways for agricultural PE mulch film—incineration, mechanical regranulation, and pyrolysis—using full life-cycle carbon footprint modeling. Without carbon compensation, regranulation has the lowest emissio…
Peer-reviewedJournalINTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT2026#Energy TransitionDOI
SUSTAINABLE HIGH- PERFORMANCE CEMENTITIOUS COMPOSITES FOR DURABLE AND LOW- CARBON CIVIL INFRASTRUCTURE
Vijay Saini Vijay Saini
This paper proposes sustainable high-performance cementitious composites that balance durability and low-carbon properties, aiming to enhance the sustainability of civil infrastructure. Through material design and performance evaluation, it…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Energy TransitionDOI
Strengthening Key Technologies versus Process Reformations: A Comparison of the Low-Carbon Transition Pathways of China’s Iron and Steel Industry
Yifan Chang, Xianqiang Mao, 杨舒茜 +5
This study develops an integrated iron and steel assessment model (IIAM) combining technology choice and macroeconomic simulation to analyze low-carbon transition pathways for China's steel industry. Increasing scrap utilization and hydroge…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#PolicyDOI
Setting a vision for a meaningful low-carbon concrete quota
Evert Witteveen, Xavier Le Den, Tom Dillon
This policy brief presents scenario modeling for setting a meaningful low-carbon concrete quota in EU public procurement under the Industrial Accelerator Act (IAA). It challenges the European Commission's proposed 5% quota by showing the EU…