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.
JournalBENTHAM SCIENCE PUBLISHERS eBooks2026#AI × ESGDOI
Artificial Intelligence to Mitigate Carbon Footprint: High-Performance Computing Synergies on the Way to Net-Zero
Sheetal Thapa, Asha Rani N R
This chapter reviews AI's role in reducing carbon footprints, covering real-time emissions monitoring, predictive modeling, and sustainable decision-making. It presents case studies (Google data centers, IBM Green Horizon, Climate TRACE) an…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#PolicyDOI
Multidimensional Inequality of CO2 and Air Pollutant Footprints in China under Dual-Carbon Policy
Ruifei Li, Luo Yu, Xu Zhu +6
This study quantifies inequality in individual CO2 and air pollutant footprints in China from 2020-2060 under the dual-carbon policy. It finds that over 90% of inequality is intraprovincial, with top emitters' footprints driven by investmen…
Peer-reviewedJournalSustainability2026#Carbon AccountingDOI
Upfront Carbon Footprint of Deep Microtunneling Vertical Nodes in Hualien Gravel Strata
Wen-Sheng Ou, Yu-Sheng Chang
This study develops an EN 15804-based upfront carbon (A1-A5) assessment model for deep microtunneling vertical nodes in Hualien, Taiwan, under deep excavation and hard gravel strata. Empirical results show construction energy (A5) contribut…
Peer-reviewed🇨🇳 ChinaJournalJournal of Analytical and Applied Pyrolysis2026#HydrogenDOI
Catalytic co-pyrolysis of furfural residue and waste plastic for sustainable hydrogen and carbon nanotubes production through regulating the carbon precursor components
Junhao Hu, Yang Du, Huijuan Tian +7
This study proposes catalytic co-pyrolysis of furfural residue and waste plastic to simultaneously produce hydrogen and carbon nanotubes (CNTs). By regulating carbon precursor components, the yields and quality of products can be optimized.…
Peer-reviewed🌍 GlobalJournalHumanities and Social Sciences Letters2026#Climate ScienceDOI
The dynamics of urban growth rate on carbon footprints in the SADC
Simon Osiregbemhe Ilogho, Heinz Eckart Klingelhöfer
This study analyzes the impact of urban growth rates on per capita carbon emissions across 13 SADC countries from 2002 to 2022. Using panel EGLS with three urban growth proxies, the results show negligible effects, suggesting urban expansio…
Peer-reviewedJournalCellulose Chemistry and Technology2026#OtherDOI
UPCYCLING WASTE COTTON INTO CARBON REINFORCEMENTS FOR EPOXY COMPOSITES
MUHAMMAD AWAIS, MUHAMMAD MOHSIN, AAMER KHAN +1
This paper introduces a circular-economy approach to convert waste cotton fabric into carbon materials via pyrolysis and evaluates their use as reinforcements in epoxy composites. SEM and Raman spectroscopy confirmed that the semi-graphitic…
Peer-reviewed🌍 GlobalJournalNatural sciences education2026#OtherDOI
Decomponology : A board game for understanding soil carbon dynamics
Priscila Pinto, Bruno Bazzoni, Paula Berenstecher +8
Introduces Decomponology, an educational board game that translates soil carbon dynamics into a tangible, participatory framework. Players move carbon tokens among organic matter pools, encountering probabilistic decomposition pathways and …
DatasetNRCT Data Center2026#Carbon AccountingDOI
ผลกระทบของการเปดเผยขอมล carbon accounting ตอผลการดำเนนงานของบรษทในตลาดหลกทรพยแหงประเทศไทย (SET): กรณศกษาบรษทในกลมอตสาหกรรมหนก
ปิยะฉัตร ศรีชมภู
This study empirically analyzes the impact of carbon accounting disclosure on firm performance (ROA and Tobin's Q) using panel data from Thai heavy industry firms listed on the SET from 2022 to 2024. Disclosure levels were assessed via dich…
DatasetFigshare2026#AI × ESGDOI
Carbon emission factor coefficient of transportation construction
Rui Zhao, WenXuan Sun, Xiao Zhou +3
This study constructs a standardized, traceable global carbon emission factor database for road construction. It leverages large language models to extract key data from unstructured documents, ensuring reliability through manual verificati…
🇨🇳 ChinaJournalPubMed2026#Energy TransitionDOI
[Factors Decomposition and Carbon Reduction Potential of Domestic Waste Carbon Emission in the Yangtze River Economic Belt at the Urban Scale].
Yu-Zhu Chen, Ming Gao
Using panel data from 111 cities in the Yangtze River Economic Belt, this study estimates carbon emissions from domestic waste, decomposes influencing factors by city type, and predicts reduction potential using BP neural networks and scena…
Peer-reviewed🇺🇸 USAJournalLimnology and Oceanography Methods2026#Climate ScienceDOI
Intercomparison of carbon‐13 and carbon‐14 tracer approaches for estimating marine calcification and net primary production
Chloe L. Smith, Austin Grubb, Kay D. Bidle +2
This study compares 13C and 14C tracer methods for measuring marine primary production and calcification. Laboratory and field experiments show that 13C spike incubations yield comparable results to 14C, offering a safer alternative without…
🇨🇳 ChinaJournalPubMed2026#Energy TransitionDOI
[Assessment and Scenario Prediction of Pollution-carbon Reduction Synergies Toward Dual Carbon Goals in Shanxi Province].
Xingjian Wang, Hong Zhang, Xiaoyu Zhang +2
This study assesses the synergy between greenhouse gas and air pollutant emission reductions in Shanxi Province, China, using scenario analysis up to 2060. Economic development is the main driver of emissions, while energy structure optimiz…
Peer-reviewed🇨🇳 ChinaJournalMarine Environmental Research2026#Climate ScienceDOI
Atmospheric deposition, aquatic transformation and marine carbon sequestration potential of black carbon: A critical review
Kexin Wu, Jianwei Xing, Jinming Song +8
This review synthesizes the pathways of black carbon from atmospheric deposition to marine sequestration, highlighting the ocean's role in climate mitigation. It contributes to understanding the carbon cycle but has limited direct policy or…
Peer-reviewed🌍 GlobalJournalOcean and Coastal Research2026#blue_carbonDOI
A ground-truthed national atlas of mangroves in Mauritius: spatial baselines, blue carbon significance, and implications for climate resilience in Small Island Developing States
Soonil D.D.V. Rughooputh, Mahalaksmi Devi Dasi Doodee, Shobha Jawaheer
This study presents a comprehensive national mangrove atlas for Mauritius, mapping 244.5 ha of mangroves via ground surveys and remote sensing. It reports a 12.81% increase in extent since 2019 and estimates carbon stocks equivalent to ~49,…
Peer-reviewedJournalForest Ecology and Management2026#Climate ScienceDOI
Is the Indian Sundarban approaching a carbon tipping point? Evidence from long-term blue carbon dynamics and their associated drivers
Sinchan Banerjee, Abhisek Santra, Shreyashi S. Mitra
This study analyzes long-term blue carbon dynamics in the Indian Sundarbans and their drivers, suggesting the region may be approaching a carbon tipping point. It assesses how climate change and anthropogenic pressures affect mangrove carbo…
Peer-reviewed🇨🇳 ChinaJournalRegional Studies in Marine Science2026#BiodiversityDOI
A Bibliometric Review of Blue Carbon Ecosystem Restoration Technologies
Yanbo Ai, Ying Cui
This bibliometric review analyzes research trends in blue carbon ecosystem restoration technologies, including mangroves, salt marshes, and seagrass beds. It identifies growth patterns, key contributors, and hot topics, offering a comprehen…
🇨🇳 ChinaJournalPubMed2026#Carbon AccountingDOI
[Analysis of the Spatial Network Structural Characteristics of Land Use Carbon Emission Efficiency in Urban Agglomerations in the Yellow River Basin].
Chang Lu, Qin-Lin Guo, Zhi-Yu Wang +3
This study analyzes the spatial network structure of land use carbon emission efficiency in urban agglomerations of the Yellow River Basin using super-efficiency SBM and social network analysis. Efficiency improved but spatial disparities w…
Peer-reviewed🇨🇳 ChinaJournalAngewandte Chemie International Edition2026#Energy TransitionDOI
High‐Efficiency and Carbon‐Lean Electrochemical Desalination Enabled by Nucleophilic Engineering of Organic Molecular Electrode
Haoran Xu, Minjie Shi, Yujie Cui +5
This study develops an organic molecular electrode (PPZ-2NO2) for capacitive deionization (CDI) to address the sustainability trilemma of seawater desalination: high energy use, chemical reliance, and carbon emissions. The system achieves h…
🇨🇳 ChinaJournalPubMed2026#Carbon AccountingDOI
[Agricultural Carbon Emission Efficiency: Re-measuring, Spatio-temporal Characterization and Convergence].
Rui-Xia Wang, Zhi-Heng Shi
This paper re-measures agricultural carbon emission efficiency in China and analyzes its spatio-temporal characteristics and convergence. Convergence is found at national and regional levels, with varying speeds; central region fastest, nor…
Peer-reviewed🌍 GlobalJournalMitigation and Adaptation Strategies for Global Change2026#climate_adaptationDOI
Effectiveness of nature-based solutions for adaptation to climate-driven accelerated water erosion in Latin American semi-arid regions
Luiz Diego Vidal Santos, Emersson Guedes da Silva, Francisco Sandro Rodrigues Holanda +3
This meta-analysis of 93 comparisons across 43 studies evaluates nature-based solutions (NbS) for reducing soil loss under climate change in semi-arid regions. Mean reduction was 84.8%, with permeable bio-barriers achieving 97.1%. Geographi…