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🇨🇳 ChinaJournalApplied and Computational Engineering2026#AI × ESGDOI
Rural Integrated Energy System Carbon Assessment and Carbon Reduction Potential Analysis Based on Deep Reinforcement Learning
Haoye Jiang
This paper proposes a carbon assessment framework for Rural Integrated Energy Systems (RIES) integrating deep reinforcement learning. It constructs dynamic models and carbon flow tracking, and introduces DRL algorithms (DDPG and SI-SAC) to …
Peer-reviewed🇪🇺 EuropeJournalAgriculture2026#Climate ScienceDOI
Carbon Balance and Climate Change Mitigation in Mediterranean Olive Agroecosystems: Moving Beyond Soil Organic Carbon
Ippokratis Gkotsis, Demetrios E. Tsesmelis, John-Nick Bougiouklis +2
This review synthesizes carbon dynamics in Mediterranean olive agroecosystems from a system-level perspective, showing that climate change mitigation must consider soil organic carbon, biomass turnover, and greenhouse gas fluxes in an integ…
Peer-reviewed🇨🇳 ChinaJournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
From silicon to silicon-carbon composites: Research progress on talc-derived silicon-carbon anode materials
Kaiyang Zheng, Aidong Tang, Huaming Yang
This paper reviews research progress on talc-derived silicon-carbon composite anode materials for lithium-ion batteries. Combining silicon's high capacity with carbon's stability offers improved energy density and cycle life. Applications i…
Peer-reviewedJournalJournal of Colloid and Interface Science2026#OtherDOI
Synergically integrating carbon-vacancy defected carbon nitride with anthraquinone for boosted photocatalytic H2O2 production
Deli Jiang, Tianle Ren, Sirui Liu +5
This paper develops a photocatalytic material combining carbon-vacancy defected carbon nitride with anthraquinone to enhance hydrogen peroxide (H2O2) production. The solar-driven chemical synthesis holds potential for energy transition appl…
Peer-reviewed🇨🇳 ChinaJournalJournal of environmental chemical engineering2026#Renewable EnergyDOI
Carbon Reduction and Methane Production Characteristics of Carbon Redirection Driven by Pre-Coagulation Process
Hailong Liu, Mingjie Gao, Qiaoying Ban +1
This study examines the characteristics of carbon reduction and methane production through a carbon redirection process driven by pre-coagulation. It shows how organic carbon in wastewater can be converted to methane, achieving both emissio…
Peer-reviewed🌍 GlobalJournalCommunications Sustainability2026#Carbon AccountingDOI
Global assessment shows blue carbon wealth dominated by ocean processes and unevenly distributed across countries
Nathalie Hilmi, Loua Aurel De Vince Vehi, Marina Treskova +2
This global assessment of blue carbon wealth reveals that oceanographic processes, rather than just coastal ecosystem area, are the primary determinants, leading to highly uneven distribution across countries. The findings underscore the im…
Peer-reviewed🇨🇳 ChinaJournalGlobal Biogeochemical Cycles2026#Climate ScienceDOI
Global Patterns on Nutrient Release During Leaf Litter Decomposition in Blue Carbon Ecosystems
Xiaoguang Ouyang, Erik Kristensen, Martin Zimmer +3
This paper examines nitrogen and phosphorus release during leaf litter decomposition in blue carbon ecosystems (mangroves, tidal marshes, seagrasses) using a global meta-analysis and modeling. It finds that warming will increase nutrient re…
Peer-reviewed🌍 GlobalJournalJournal of Flood Risk Management2026#Climate RiskDOI
Towards Enhancing Nature‐Based Solutions in Flood Risk Management in Australia: A Review of Their Barriers, Enablers, and Future Perspectives
Bao Thach Nguyen, Peter S. P. Wong, Alireza Ahankoob
This systematic literature review identifies six barrier clusters and six enabler clusters for Nature-based Solutions (NbS) adoption in Australian flood risk management. It proposes a conceptual framework linking barriers and enablers to su…
Peer-reviewed🇪🇺 EuropeJournalUrban forestry & urban greening2026#Climate ScienceDOI
Land use and socio-economic impacts of co-created nature-based solutions: a case study for Tampere, Finland
Rita Mendonça, Peter Roebeling, Teresa Fidélis +1
This case study in Tampere, Finland analyzes the land use and socio-economic impacts of co-created nature-based solutions (NbS). It assesses contributions to local climate adaptation and sustainability.
Peer-reviewedJournalNature-Based Solutions2026#BiodiversityDOI
Making informed choices: Implementing Nature-based Solutions for effective freshwater management in temperate catchments
John Robotham, Judy England, Harriet G. Orr
The paper discusses implementing Nature-based Solutions (NbS) to improve freshwater management in temperate catchments. It emphasizes informed decision-making and likely provides practical guidance or case studies. NbS contribute to climate…
Peer-reviewedJournalCurrent Opinion in Environmental Sustainability2026#Climate ScienceDOI
Nature-based solutions for environmental sustainability: enhancing the resilience of mountain ecosystems in the era of climate change
Tanay Barman, Gaurav Mishra, Barbara Sowińska-Świerkosz +2
This paper discusses nature-based solutions (NbS) to enhance the resilience of mountain ecosystems under climate change. Likely a conceptual framework without empirical analysis.
Peer-reviewed🌍 GlobalJournalDiscover Environment2026#OtherDOI
The efficacy of nature-based solutions in addressing climate-driven erosion and hydrological change in Ethiopia
Kebede Bekele Atlaw, Tesfaye Mebrate Lemma
This review assesses the efficacy of Nature-Based Solutions (NBS) in mitigating climate-driven soil erosion and hydrological change in Ethiopia. Interventions such as reforestation, agroforestry, and conservation agriculture reduce soil los…
Peer-reviewed🌍 GlobalJournalJournal of Environmental Management2026#BiodiversityDOI
Eight recommendations to enhance biodiversity outcomes of nature-based solutions at multiple scales
Charles B. van Rees, Collin S. VanBuren, Lori Han +13
This paper presents eight recommendations to improve biodiversity outcomes from nature-based solutions across multiple scales, integrating ecological considerations into planning, implementation, and monitoring.
Peer-reviewedCNJournalApplied Energy2026#CCUSDOI
Decarbonizing China's aluminium industry: a comprehensive assessment of synergistic carbon capture, utilization, and storage with renewable energy technologies
Qiang Xu, Peng-Tao Wang, Feiyin Wang +7
This paper provides a comprehensive assessment of the synergistic effects of carbon capture, utilization, and storage (CCUS) and renewable energy technologies for decarbonizing China's aluminium industry. It analyzes optimal technology comb…
Peer-reviewedJournalJournal of the Energy Institute2026#CCUSDOI
Waste-Tire-Derived Porous Carbons for CO2 Capture: Equilibrium Adsorption and Fixed-Bed Breakthrough Performance
Jing Zhong, Yonghui Xu, Xinyu Liu +4
This paper evaluates CO2 capture performance of porous carbons derived from waste tires. Equilibrium adsorption isotherms and fixed-bed breakthrough experiments demonstrate high capture capacity and cyclic stability.
Peer-reviewed🇨🇳 ChinaJournalJournal of Iron and Steel Research International2026#OtherDOI
Fe/Ce co-doped activated carbon catalyst for low-temperature carbonyl sulfide hydrolysis in blast furnace gas: synergistic mechanisms and sustainable desulfurization performance
Hao Huang, Cuiqin Fan, Hongtao Wang +3
This paper investigates a Fe/Ce co-doped activated carbon catalyst for low-temperature carbonyl sulfide hydrolysis in blast furnace gas, revealing synergistic mechanisms and sustainable desulfurization performance, contributing to cleaner s…
Peer-reviewedJournalMinerals Engineering2026#Energy TransitionDOI
Low-carbon preparation of blast furnace burden from iron ore concentrates via cold-bonding process: New insights into the effect of concentrate type
Xiaolong Wang, Zhiyun Ji, Xiaohui Fan +8
This study investigates a cold-bonding process for preparing blast furnace burden from iron ore concentrates in a low-carbon manner, providing new insights into the effect of concentrate type. It contributes to decarbonization of the steel …
Peer-reviewed🌍 GlobalJournalRespiratory Medicine2026#OtherDOI
Developing low-carbon metered-dose inhalers: effects of propellant HFA-152a on mucociliary clearance and bronchoconstriction in two Phase 1 randomised trials
Dave Singh, Italo Poggesi, Stephen Weng +10
This paper reports Phase 1 trials evaluating HFA-152a as a low-carbon propellant alternative in metered-dose inhalers. Results show no clinically significant effects on mucociliary clearance or bronchoconstriction, suggesting safety for tra…
Peer-reviewed🌍 GlobalJournalEnergy and Buildings2026#Energy TransitionDOI
Techno-economic comparison of low-carbon heating solutions and building retrofit using CATHeaPS-FatCat: a case study for two urban neighbourhoods in Glasgow
Nicola Tait, Orestis Angelidis, Daniel Friedrich +1
This study develops CATHeaPS-FatCat, a tool comparing low-carbon heating solutions (heat pumps, gas boilers, district heating) and building retrofit. Applied to two Glasgow neighborhoods, it shows optimal strategy depends on local character…
Peer-reviewed🇨🇳 ChinaJournalProcesses2026#Energy TransitionDOI
Low-Carbon Economic Dispatch of Islanded Microgrids Considering Coordinated Demand Response and Energy Storage via Rotation Quantum Particle Swarm Optimization
Guanting Zhu, Weimin Yu, Fei Long +3
This study proposes a low-carbon economic dispatch framework for an islanded microgrid integrating PV, wind, diesel, and battery storage with coordinated demand response. The proposed Rotation Quantum Particle Swarm Optimization (RQPSO) alg…