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.
JournalLecture notes in networks and systems2026#AI × ESGDOI
AI/ML-Driven Kubernetes Scheduling for Energy Efficiency and Carbon Footprint Reduction: A Comprehensive Review
Sanjana Kewalramani, Sharvari Nimje, Tanishq Rajpuria +2
This review systematically organizes research applying AI/ML to Kubernetes scheduling for improving energy efficiency and reducing carbon emissions. It shows that ML-based workload placement optimization can effectively reduce data center e…
Peer-reviewed🇺🇸 USAJournalJournal of Building Pathology and Rehabilitation2026#Energy TransitionDOI
Enhancing cementitious materials with carbon black: a comprehensive review
Nithin Krisshna Gunasekaran, Akash Samadhiya, Gabriel Arce Amador +1
This review examines pyrolyzed carbon black (CB) from waste tires as a sustainable supplementary cementitious material, showing that low replacement levels (up to ~5%) enhance compressive and flexural strength while improving durability thr…
Peer-reviewedJournalGenetics and Molecular Research2026#AI × ESGDOI
GEOSPATIAL TECHNIQUES FOR ASSESSING CARBON SEQUESTRATION IN MANGO ORCHARDS
T. Sindhu, Dr. K. Sivakumar, Dr. D. Jayanthi +2
This review examines geospatial technologies (GIS, remote sensing, UAV, LiDAR) combined with machine learning for carbon stock estimation in mango orchards. Integration of satellite imagery and ML models (Random Forest, SVM, ANN) improves p…
Peer-reviewed🇨🇳 ChinaJournalAgricultural Systems2026#Energy TransitionDOI
Quantifying the water–energy–food–carbon nexus and carbon-emission transmission pathways in grain production: Evidence from 340 Chinese cities
Yuling Wen, Zhenjie Chen, Manchun Li +1
This study quantifies the water-energy-food-carbon nexus and carbon emission transmission pathways in grain production across 340 Chinese cities. It analyzes how emissions propagate through inter-city supply chains and identifies regional m…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Technology2026#Energy EfficiencyDOI
Multiscale evolution of VOC-loaded activated carbon during thermal regeneration: from contaminant desorption to carbon matrix reorganization
Zihao Guo, Mei Lü, Chuanfeng Zhao +5
This study elucidates the multiscale structural evolution of spent activated carbon during thermal regeneration, identifying an optimal window (400-500°C, 1-2h) that achieves >95% contaminant removal and surface area recovery while preservi…
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Carbon AccountingDOI
Carbon footprints of RFID labels in mass production
Fangli Chen, Lulu Xu, Laili Wang +2
This study assesses the carbon footprint of RFID labels in mass production, quantifying emissions across the lifecycle and identifying reduction opportunities in manufacturing and materials. It offers insights for sustainable production and…
Peer-reviewed🇨🇳 ChinaJournalRare Metals2026#Energy TransitionDOI
Defect Engineering of Carbon Frameworks Driven All‐Slope Hard Carbon Anodes for Fast‐Charging Sodium‐Ion Batteries
Qixin Liu, Chengying Zeng, Shuohui Zhang +6
This study proposes defect engineering of hard carbon anodes to enhance fast-charging performance of sodium-ion batteries (SIBs). By tuning pre-carbonization temperature, they achieved high initial Coulombic efficiency (90.3%) and excellent…
Peer-reviewed🇨🇳 ChinaJournalChemistrySelect2026#CCUSDOI
Research Progress of Enhancement Methods About Photocatalytic Carbon Dioxide Water as an Electron Donor to Produce Carbon Monoxide
Hongxuan Qiu, Gaibi Du, Jingyuan Zhang +5
This review summarizes recent advances in photocatalytic conversion of CO2 to CO using water as an electron donor. It details catalyst modification strategies (morphology, oxygen vacancies, doping), cocatalyst design, heterojunction constru…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#carbon_farmingDOI
Agroforestry carbon-farming for biodiversity and ecosystems
Gerry LAWSON, Amayes Kara, Sonja Kay +4
This policy briefing examines how agroforestry carbon farming can gain a 'Biodiversity Co-benefit Endorsement' under the EU Carbon Removals Certification Framework (CRCF). It highlights agroforestry's benefits for biodiversity, soil health,…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#PolicyDOI
Agroforestry carbon-farming for climate adaptation
Gerry LAWSON, Víctor Rolo, Jakub Huška +1
This briefing outlines how agroforestry can meet EU sustainability frameworks like the Taxonomy and Carbon Farming Delegated Act. It highlights its absence in nine Member States' adaptation strategies, details nine climate benefits, and sho…
Peer-reviewedJournalInternational Journal of Agriculture Extension and Social Development2026#OtherDOI
Farm waste management practices and knowledge on carbon emission and carbon sequestration among farming community
Aditya Arunkumar Bikkannavar, Renuka Salunke, Geeta S Chitagubbi +3
This study surveyed 300 Indian farmers on farm waste management practices and knowledge of carbon emission and sequestration. Mulching and feed use were common, but 15% still burned residues, and carbon-related knowledge was low. It calls f…
Peer-reviewedJournalInternational journal of greenhouse gas control2026#CCUSDOI
Ultrafast formation of carbon dioxide hydrates from mixtures of carbon dioxide and nitrogen gases
Karey Maynor, Mark Hamalian, Vaibhav Bahadur
This paper reports an ultrafast method for forming CO2 hydrates from CO2/N2 gas mixtures, potentially improving carbon capture and storage (CCUS) efficiency. It holds relevance for energy transition and decarbonization, though experimental …
Peer-reviewedJournalThe Innovation2026#Carbon AccountingDOI
Beyond carbon measurement: Turning agricultural carbon into credible climate action
Tong Li, Xin Tian, Ram C. Dalal +16
This paper addresses the gap between agricultural carbon measurement and credible climate action, proposing frameworks to translate measurements into reliable carbon credits and policy applications.
DatasetFigshare2026#Climate ScienceDOI
Dataset supporting “Whole-ecosystem blue carbon stocks in a small-island mangrove system of Metinaro, Timor-Leste”
Norberto Gomes de Araujo
This dataset supports the assessment of whole-ecosystem blue carbon stocks in a mangrove system in Timor-Leste. It includes field and lab measurements of vegetation structure, biomass, necromass, litter, and soil organic carbon across three…
🌍 GlobalJournal2026#carbon_marketsDOI
Blue Carbon and Climate Mitigation
Ashka Prince, B. N. Chaudhary
As climate change worsens, blue carbon habitats like seagrass beds and mangroves gain attention. This chapter analyzes policies, carbon credit systems, and community-led protection through case studies in India and globally. It emphasizes r…
Peer-reviewedJournalBlockchain Research and Applications2026#Climate FinanceDOI
From promise to practice: Decentralization in ReFi transaction networks and on-chain carbon credit retirement
Heng Lei, Huiling Liu, Geya Zhao +1
This paper analyzes decentralization in ReFi transaction networks and the practice of on-chain carbon credit retirement. It examines the potential of blockchain to enhance transparency and accessibility in carbon markets, revealing gaps bet…
Peer-reviewedJournalEnvironmental Sustainability2026#Climate FinanceDOI
Beyond biomass: rethinking forest carbon credits for credible climate finance in India
Rajendra Kumar Joshi, Satish Chandra Garkoti
This paper rethinks forest carbon credits in India for credible climate finance, critiquing biomass-dependent approaches and proposing more robust carbon accounting and verification frameworks. It examines alignment with international clima…
Peer-reviewedJournalOpen Science Framework2026#BiodiversityDOI
The Scale Mismatch in Coastal Nature-Based Solutions: Why National Institutional Indicators Fail to Explain Mangrove Outcomes
Hasan Tutar
This paper analyzes factors influencing outcomes of coastal nature-based solutions (NBS), particularly mangrove restoration and conservation. It identifies a 'scale mismatch' where national institutional indicators fail to explain local out…
Peer-reviewedJournalPreparative Biochemistry & Biotechnology2026#OtherDOI
Fungal biodiversity and oxidative enzymes: nature-based solutions for lignin degradation and circular economy applications
Antarikha Dutta, Neki Borang, Meera Yadav
This review integrates recent advances in fungal oxidative enzymes for lignin degradation, covering catalytic mechanisms, enzyme engineering, and industrial applications. It highlights AI-assisted enzyme optimization and links these systems…
Peer-reviewed🇨🇳 ChinaJournalGeography and sustainability2026#BiodiversityDOI
Nature-based solutions could reduce potential human‑wildlife conflict expansion in China’s drylands
Yingqing Su, Chengpeng Lu, Qi Feng +4
This study integrates system dynamics, PLUS model, and BIOMOD2 to project future human-wildlife conflict in China's drylands. Under SSP5-8.5, conflict-prone areas could nearly double by 2100, with oasis-desert transition zones as hotspots. …