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.
Preprint🇪🇺 Europe2026#PolicyDOI
Ideas and perspectives: Rethinking climate mitigation of afforestation and rewetting of temperate and boreal degraded organic soils
Aldis Butlers, David Ellison, Ieva Līcīte +1
This perspective rethinks afforestation and rewetting as complementary, not competing, climate mitigation strategies for degraded peatlands in the EU. It provides evidence-based arguments for context-appropriate implementation, aiming to in…
Peer-reviewed🌍 GlobalJournalEnergy Policy2026#Renewable EnergyDOI
Examining the implementation challenges of solar energy technologies policy incentives towards renewable energy transitions in Ghana: A socio-political acceptance perspective
Jane Osei, K. Brown, Mehran Nejati
This study examines implementation challenges of solar energy technology (SET) policy incentives in Ghana through 17 expert interviews, finding an underdeveloped policy framework reliant on tax incentives with weak political commitment. It …
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Energy TransitionDOI
Biofuels in the global energy transition through sustainability life cycle assessment and policy perspectives
Shalini Bhattacharyya, Rameshpathy Manian
This review provides a chronological overview of biofuels' development and innovations, highlighting the necessity of energy transition via Hubbert Peak Theory and fossil fuel depletion. Using a PRISMA 2020-guided systematic framework integ…
Peer-reviewed🇨🇳 ChinaJournalEnergy Reports2026#Carbon PricingDOI
How can carbon quota pledge financing contribute to the two-stage production and carbon abatement of emission-dependent remanufacturing firms?
Qianru Li, Xin Guo, Lu Chen +1
This paper models two-period production and carbon abatement decisions for remanufacturing firms under capital constraints, comparing carbon quota pledge financing (CQPF) with self-financing. Results show CQPF boosts abatement and profits w…
PreprintResearch Square2026#CCUSDOI
Integrated SMR-Adsorption System for Blue Hydrogen Production: CFD Analysis of CO₂ Capture and Hydrogen Purification
Allam AN, Qasem NA, Nemitallah MA +2
This study proposes an integrated SMR-adsorption process for blue hydrogen production and evaluates CO2 capture and hydrogen purification via CFD. Results show that low temperature, high pressure, and low GHSV extend breakthrough time and i…
PreprintResearch Square2026#Renewable EnergyDOI
ST-GAIN+: A Spatiotemporal Generative Adversarial Network for Missing Solar Irradiance Data Imputation
Alfahdi H, Alhussain H, Hasan H +5
This paper proposes ST-GAIN+, a spatiotemporal GAN for imputing missing solar irradiance data, integrating TCNs, dual attention, and Bayesian uncertainty estimation. Evaluated on real datasets under MCAR missing rates of 30-90%, it achieves…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Beyond the Exogenous Mask: Learning Feedback, Policy Thresholds, and Sensitive Intervention Points in Energy System Models
Mantel N
This paper argues that exogenous cost reduction in energy system models misses deployment-cost feedback, hiding nonlinear policy dynamics. Using a stylized Great Britain power system, it identifies a battery subsidy threshold (~£513/kW) whe…
PreprintCNResearch Square2026#Energy TransitionDOI
Life Cycle Assessment of Waste Oil-to-Jet Fuel Production via the HEFA Process with Integrated Co-generation
Li H, Wu J
This study proposes a HEFA-PG process integrating combined heat and power into the conventional HEFA route for waste oil-to-SAF production, and compares environmental performance via LCA. Under grid decarbonization and green hydrogen scenar…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
Harmonizing Supply Chain Decarbonization and Green Inflation: A Dual Perspective from Main Path Analysis and Acer’s Carbon-Neutral Practices
Su W, Wang J, Tu M +1
This study bridges academic theory and corporate practice by analyzing the intersection of carbon emissions, carbon taxation, and supply chain inventory models (SCIM). Using Main Path Analysis on 3,359 papers (1995-2025), it identifies 41 r…
Preprint🌍 GlobalEarthArXiv2026#Climate RiskDOI
What can satellite embedding fields tell us about shallow coral-reef habitats? A decodability survey of AlphaEarth over the Great Barrier Reef
Cropp, Adam
This study tests whether satellite embedding fields (AlphaEarth) retain ecologically meaningful information about shallow coral-reef benthos via a registered decodability survey. Hard coral is decoded with rho .73 at 10m, and sand agrees wi…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
Reproduction archive: Uncertainty-Aware Grid Planning in the Real World (two-stage adaptive robust optimization for capacity expansion, California case study)
Mantegna, Gabriel
This archive provides data and code to reproduce the uncertainty-aware capacity expansion model for California's grid planning. It includes instructions to run deterministic and three adaptive robust optimization cases, plus 312 stress test…
PreprintZenodo2026#PolicyDOI
Mining Policy Principles
Australian Conservation Foundation, Australian Fair Trade and Investment Network Ltd, Cairns and Far North Environment Centre +10
The Mining Policy Principles (November 2025) set minimum standards for mining governance in Australia, developed by over a dozen civil society organizations. Covering seven categories including First Nations rights, environmental protection…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
FEDECOM - D4.2 System modelling library and model predictive controllers
Zabala, Laura, Arandia, Nerea, Osorio García, Andoni +8
This deliverable details the development of energy asset simulation models and Model Predictive Control (MPC) algorithms for optimized control of local energy systems within the FEDECOM project. It covers three pilot sites: green hydrogen, …
PreprintZenodo2026#Energy TransitionDOI
Smart Grid Efficiency Enhancement through Load Forecasting
Preeti Manke, Dr. Sourabh Rungta, Dr. Satyadharma Bharti +1
This paper proposes a novel load forecasting model based on Graph Q Networks (GQNs) to address the challenges of modern power grids with high renewable integration. The model achieves superior accuracy (MAPE 1.2%, RMSE 0.8 MW) compared to e…
PreprintZenodo2026#PolicyDOI
THE RISE OF CANADIAN NATIONAL INTEREST PROJECTS: CONSTITUTIONAL VALIDITY, FEDERAL POWERS, AND COMPARATIVE JUDICIAL MEDIATION
Dar, Munir
This paper analyzes the constitutional division of powers for Canadian national interest projects, including climate change and energy transition initiatives. It examines Supreme Court rulings (GHG Pricing Act, Impact Assessment Act) and ar…
DatasetZenodo2026#Renewable EnergyDOI
EVALUATION OF THE FINANCIAL EFFICIENCY OF RENEWABLE ENERGY PROJECTS USING THE EXAMPLE OF A 20 kW SOLAR PHOTOVOLTAIC PLANT
Shahzod Safarov Shavkat o'g'li, Shomuzaffar Shoyergashov Imom o'g'li, Worldly Knowledge Publishing Centre
This paper evaluates the financial efficiency of a 20 kW solar PV plant installed on a parking structure in Uzbekistan, using real operational data. Financial metrics (NPV, IRR, LCOE, DPP) show that on-site consumption is cost-effective, wi…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
The Low-Carbon Transition Index
Perigon Partners Ltd
The Low-Carbon Transition Index (LCTI) is an annual assessment of real-economy progress on the low-carbon transition, scoring 14 indicators against Stated Policies and Net Zero pathways. It finds the transition is moving in the right direct…
DatasetZenodo2026#PolicyDOI
Kazakhstan ETS and Regional Labour Markets: Reproducibility Package
Abdramanova, Ulzhan, Niyetalina, Gaukhar
This package provides reproducible data and code for a study on the regional labor-market effects of Kazakhstan's emissions trading scheme (ETS). It includes harmonized employment and migration data, ETS exposure mappings, and estimation ou…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
FEDECOM - D3.3 Multi-criteria decision integrating environmental impact assessment
Guys, Nicholas, Jovanovic, Igor
This report investigates integrating environmental impact assessment into energy system planning, using LCA and MCDA to evaluate decarbonization strategies in Switzerland, Spain, and Belgium. It balances trade-offs between GHG reductions, m…
PreprintZenodo2026#Carbon PricingDOI
Carbon Markets as key policy instrument to combat Global emissions
Hegde, Ashwath, B H, Ganesha, Kumar, Purushottam
This article provides a broad overview of carbon markets, covering their origin, evolution, current status, processes, and stakeholders. It discusses compliance and voluntary mechanisms, technological advancements like blockchain, and chall…