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🇪🇺 EuropeJournalEuropean Mathematical Society Magazine2026#Carbon AccountingDOI
Under the hood of a carbon footprint calculator
Indira Chatterji, Ariadna Fossas Tenas, Elise Raphael
This paper explains the basic linear algebra formulas used in carbon footprint computations. It clarifies the mathematical foundations, helping practitioners understand and improve their own calculation methods.
🇨🇳 ChinaJournalPubMed2026#Energy TransitionDOI
[Carbon Emission Probability Density Forecasting and Carbon Peaking Potential Analysis: A Case of Anhui Province].
Yaoyao He, Can Li
This study develops a carbon emission probability density forecasting model using quantile regression neural network (QRNN) for Anhui Province, China. It evaluates 2022 reduction progress and forecasts under four scenarios (2023-2035). The …
🇨🇳 ChinaJournalPubMed2026#PolicyDOI
[Comparative Analysis of Influencing Factors for Carbon Emissions in China and Carbon Peak Countries].
Chang Yong-xing, Chun-Yan Shan
This study compares China with 13 carbon peak countries using the Mann-Kendall test and STIRPAT model to analyze emission influencing factors. Results show total energy consumption as the core driver, while China's urbanization rate and GDP…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
carbon emission map
Maoyao Cai
This paper outlines methods for creating a carbon emission map to visualize geographical distribution of emissions. While details are limited, spatial mapping is fundamental for carbon accounting.
🇺🇸 USAJournalFigshare2026#Carbon AccountingDOI
The California Carbon Report
Brad Benke, M W Roberts, Yang Shen +3
This study analyzes whole life carbon assessments (WLCA) for 30 new building projects in California. It examines the balance between embodied and operational carbon, estimates carbon intensities, and identifies key contributors to embodied …
Peer-reviewedJournalCarbon Footprints2026#Carbon AccountingDOI
Is soil carbon sequestration overestimated in carbon footprint accounting?
Licida M. Giuliani, Sylvia H. Vetter, Pete Smith
This paper critically examines the potential overestimation of soil carbon sequestration in carbon footprint accounting. It highlights risks from measurement uncertainties and assumptions that may exaggerate actual carbon reduction, calling…
Peer-reviewed🇨🇳 ChinaJournalCoatings2026#HydrogenDOI
Confining CoFe Alloy Nanocubes Within N-Doped Carbon Shells via Pyrolysis of Phenolic Resin-Coated Etched Prussian Blue Analogs for Efficient Oxygen Evolution
Yishan Jiang, Qichao Zhang, Shengyi Huang +6
This work synthesizes N-doped carbon-encapsulated CoFe alloy nanocubes (CoFe-NC@C) by coating hollow CoFe Prussian blue analogs with phenolic resin and subsequent carbonization. The carbon shell prevents structural collapse and aggregation …
Peer-reviewedJournalColorectal Disease2026#Carbon AccountingDOI
Ditch the drapes: Non‐sterile substitution in proctology, a population‐based cost and carbon life cycle analysis with early implementation audit
Matthew P. Irwin, David Russell, Irene Sung +4
This study evaluates source reduction (avoiding drapes, using non-sterile protective equipment, selective opening of suction and diathermy) in proctology procedures in New South Wales, Australia. Annual savings from source reduction were pr…
🇨🇳 ChinaJournalPubMed2026#PolicyDOI
[Spatio-temporal Coupling and Driving Mechanisms of Agricultural Carbon Emission Reduction and High-quality Development of Agricultural Economy].
Jing-Cai Li, Yun Xiang, Qian Lu
Using panel data of 229 Chinese cities from 2012 to 2022, this study analyzes the spatio-temporal coupling and driving mechanisms between agricultural carbon emission reduction and high-quality agricultural economic development. Employing a…
Peer-reviewed🇨🇳 ChinaJournalActa Physico-Chimica Sinica2026#OtherDOI
Cyano-grafted porous carbon nitride for robust H2O2 photosynthesis by defect-engineering-induced deep electron trapping
Xingyu Liu, Jiaming Li, Chao Liu +8
This study develops cyano-grafted porous carbon nitride and introduces deep electron traps via defect engineering for robust H2O2 photosynthesis. The material enhances charge separation efficiency, achieving high H2O2 production activity.
Peer-reviewed🇪🇺 EuropeJournalJournal of Composite Materials2026#Carbon AccountingDOI
Achieving carbon-neutral fiber-composite materials by reducing the thermosetting matrix system’s global warming potential
Pascal Mindermann
This study proposes a low-impact material system combining flax fibers, furan resin, and biochar filler, achieving A1 carbon neutrality with minimal mechanical trade-offs. Incorporating 19.1 wt% biochar reduced mass-specific flexural modulu…
Peer-reviewed🇪🇺 EuropeJournalEcological Informatics2026#OtherDOI
Functional traits and ecosystem services across urban greenery, urban forests, and forests in nature-based solutions: A review
Margherita Paladini, Bruno Lasserre, Mario Pagano +2
This review analyzes 80 papers on functional traits in nature-based solutions across urban and forest contexts. It finds that functional traits mediate biodiversity-ecosystem service relationships, with expression context-dependent on manag…
Journal2026#BiodiversityDOI
Designing micro-scale Nature-Based Solutions using AI-based predictive models
Tache Antonio-Valentin, Alexandru-Ionut Petrisor
This study proposes a method for designing micro-scale Nature-Based Solutions (NBS) using AI-based predictive models, with potential applications in climate adaptation and biodiversity conservation.
Peer-reviewed🇨🇳 ChinaJournalJournal of Materials in Civil Engineering2026#CCUSDOI
Graphene Oxide–Coated Biochar: Dual Enhancement of Carbon Capture Capacity and Mechanical Properties of Cementitious Materials
Jia-Cheng Luo, An-Nan Zhong, Wu-Jian Long +6
This study proposes graphene oxide-coated biochar (GC) to enhance both carbon capture capacity and mechanical properties of cementitious materials. GC, prepared by bonding GO to straw-derived biochar via amino functionalization, exhibits a …
Peer-reviewed🌍 GlobalJournalFrontiers in Plant Science2026#OtherDOI
Beyond carbon capture: bioengineering cyanobacteria as solar-driven platforms for remediation of recalcitrant human-generated waste
Sandugash N. Seiilbek, Saima S. Mirza, М. М. Torekhanova +4
This review synthesizes advances in cyanobacteria-based remediation of heavy metals, micro/nanoplastics, pathogens, and persistent organic pollutants. It highlights bioengineering strategies such as living materials with immobilized cyanoba…
Peer-reviewed🇨🇳 ChinaJournalApplied Sciences2026#CCUSDOI
Fabrication and Performance Assessment of an Epoxy-Based Composite Coating for Carbon Capture on Asphalt Pavement
Shuyu Han, Luoyang Zhou, Hao Mei +4
This study develops a porous epoxy-based coating for carbon capture on asphalt pavement using the breath-figure method. The honeycomb-like porous structure overcomes the limitations of traditional dense epoxy coatings. Optimized process con…
Peer-reviewed🇨🇳 ChinaJournalChemical Engineering Journal2026#CCUSDOI
Inorganic Ammonia carbon capture pilot testing and simulation research
Xia Zhonglin, Fan Shuaijun, Zuo Jiahai +11
This paper reports pilot testing and simulation of inorganic ammonia-based carbon capture. It evaluates process efficiency and cost reduction potential based on experimental data and model analysis.
Peer-reviewed🌍 GlobalJournalJournal of Climate Change2026#Energy TransitionDOI
<b>Adaptive Injection Phasing and Methanol </b><b>Blend Optimization for Low- Carbon </b><b>Engine Performance: A Meta- Analysis and </b><b>Machine-Learning Framework with CCS </b><b>Integration</b>
Luke Ajuka, Christopher Enweremadu
This study proposes a machine learning framework to optimize methanol blend ratio and injection timing (SOI) to improve brake thermal efficiency (BTE). XGBoost achieved high accuracy (R²=0.985), and integration with carbon capture and utili…
Peer-reviewedJournalProcess Safety and Environmental Protection2026#Renewable EnergyDOI
Mitigating evaporative cooling in an inclined rotating-wick solar still through single-axis tracking for low-carbon freshwater production
Asmaa Ahmed, Mohamed Elsakka, Ayman Mohamed +1
This paper proposes using single-axis tracking to mitigate evaporative cooling in inclined rotating-wick solar stills, enabling low-carbon freshwater production. It enhances solar energy efficiency for sustainable water supply.
Peer-reviewedJournalAgroforestry Systems2026#Carbon AccountingDOI
Soil physical quality and organic carbon dynamics in low-input perennial rubber plantations across a chronosequence in the Brazilian Cerrado
Luis Felipe Leite Sabino de Oliveira, Lucas Eduardo de Oliveira, Taisa Cristina Tinoco +6
This study evaluates soil physical quality and organic carbon stock dynamics in low-input rubber plantations on degraded sandy Oxisols in the Brazilian Cerrado. Older plantations showed improved soil structure and carbon accumulation, with …