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🇨🇳 ChinaJournalSustainable Futures2026#AI × ESGDOI
Forecasting carbon price with CEEMDAN-SE-transformer model
Shiju Li, Hongjie Lan, Hanying Jiang +5
This paper proposes a CEEMDAN-SE-Transformer model to improve carbon price forecasting accuracy. Using data from China's Guangdong carbon market (2015-2022) and incorporating factors like oil prices and EU carbon prices, the model outperfor…
Peer-reviewed🇨🇳 ChinaJournalNPG Asia Materials2026#OtherDOI
Atomic perspective in polymeric carbon nitride for sustainable photocatalysis
Chaojun Zhang, Xingyun Liu, Peiheng Zou +2
This perspective highlights atomic-site engineering in polymeric carbon nitride (CxNy), where nitrogen-rich frameworks stabilize atomically dispersed metal centers, enhancing photocatalytic activity and selectivity. The interplay of coordin…
Peer-reviewed🇨🇳 ChinaJournalSmall2026#OtherDOI
Sequential Coordination Templating and Catalytic Carbon Coating via a Single Manganese Modifier for High‐Performance Hard Carbon Lithium Storage
Sicheng Liu, Yueru Liu, Feixue Luo +7
This study proposes a sequential mechanism combining a manganese modifier and methane CVD to simultaneously improve initial Coulombic efficiency and reversible capacity of hard carbon anodes. At low temperatures, Mn2+ forms coordination bon…
JournalOpen Science Framework2026#Carbon AccountingDOI
Digital lifestyles and consumption-based carbon emissions
David Andersson, Mikael Eriksson, Matthias Lehner
This study empirically analyzes the relationship between digital lifestyle intensity and consumption-based CO2 emissions using survey and transaction data from about 6,000 Swedish adults. It tests whether digitalization reduces emissions th…
Peer-reviewed🇺🇸 USAJournalFrontiers in Ecology and Evolution2026#OtherDOI
Variability in nutrient and carbon cycling of constructed marshes
Alyssa LeClaire, Jenny Davis, Molly Bost +1
Comparing constructed marshes of different ages to a natural reference in North Carolina, this study finds vegetation and physical properties converge within ~20 years, but soil carbon and nitrogen stocks remain lower for longer, influenced…
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2026#Climate ScienceDOI
Global ecosystem carbon losses from earthquakes
Wen He, Wen Zeng, Yu Zhan +10
This study provides the first global quantification of carbon losses from earthquakes, combining vegetation models and earthquake records. It estimates 38.86 TgC cumulative losses from 2006-2018 events by 2022, with forests requiring at lea…
Peer-reviewed🌍 GlobalJournalInternational Journal of Heritage Studies2026#OtherDOI
Carbon heritages: histories, politics, imaginaries
Rodney Harrison, Gertjan Plets, Colin Sterling
This themed section introduces a framework at the intersection of critical heritage studies and energy humanities. Through case studies in Germany, South Korea, Portugal, UK, Netherlands, and Belgium, it examines the entanglement of fossil …
Peer-reviewedJournalResource and Energy Economics2026#PolicyDOI
Overcoming the Carbon Trap in the Global South
Lucas Bretschger, Evgenij Komarov, Matthias Leuthard
This paper addresses the 'carbon trap' faced by Global South countries, analyzing the dilemma between economic development and decarbonization, and exploring policy and financial mechanisms to overcome it. Specific methodology is unclear, b…
Peer-reviewed🇪🇺 EuropeJournalACS Sustainable Resource Management2026#Energy TransitionDOI
Substitution of Fossil Carbon with Kraft Lignin in Carbon Aggregates for Metallurgical Furnace Electrode Development
Lena Reimund, Luis M. Lopéz Renau, Jesse F. White +1
This study investigates the use of kraft lignin (KL), a pulp industry by-product, as a renewable carbon source for carbon aggregates in metallurgical electrodes. Pellets of KL and petroleum coke were heated to 2650°C; even at 60 wt% KL, mat…
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-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.
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-…
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🇨🇳 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🇨🇳 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…