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🌍 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…
PreprintCNZenodo2026#Energy TransitionDOI
data for "City-specific municipal solid waste decarbonization pathways and infrastructure transitions in China"
Zhang, Jingjing, Chen, Bin, Wang, Sijing +1
This dataset provides direct GHG emissions from municipal solid waste treatment in 277 Chinese cities for 2023 and 2050 under 2187 scenarios, broken down by treatment pathway (landfill, incineration, food waste valorization). It also includ…
Peer-reviewedJournalGEOGRAPHY, ENVIRONMENT, SUSTAINABILITY2026#OtherDOI
Comparative Analysis Of Machine Learning Algorithms For Land Use And Land Cover Mapping: Case Study Of Berrechid-Settat Region, Morocco
Youssef Laalaoui, Naïma El Assaoui, Oumaima Ouahine
This study analyzes LULC dynamics in Morocco's Berrechid-Settat region using Landsat imagery from 2010, 2015, and 2023. Comparing RF, DT, and SVM classifiers, Random Forest achieved the highest accuracy (OA 91.84%, Kappa 0.86), demonstratin…
Peer-reviewedJournalGEOGRAPHY, ENVIRONMENT, SUSTAINABILITY2026#OtherDOI
Majority Filter For Enhancing Pixel-Based Random Forest Land Cover Classification In Sukajaya District, Bogor Regency
Fathan Aldi Rivai, Boedi Tjahjono, Khursatul Munibah +1
This study integrates Random Forest classification with majority filtering to improve land cover mapping in Sukajaya District, Indonesia. Using Sentinel-2 imagery, it finds optimal ntree and accuracy gains from filtering, but notes the trad…
Peer-reviewed🌍 GlobalJournalBorsa Istanbul Review2026#ESGDOI
Composite ESG ratings and firm value under inflation: Evidence from Borsa Istanbul, 2015–2023
Ece Kozol
This paper empirically analyzes the relationship between composite ESG ratings and firm value for Borsa Istanbul-listed firms from 2015 to 2023, focusing on the context of inflation. It examines how ESG performance affects firm valuation du…
Peer-reviewedJournalFinance Research Letters2026#AI × ESGDOI
Signaling overreporting and underreporting in sustainability: A methodological framework based on ESG rating divergences
Rosella Castellano, Federico Cini, Annalisa Ferrari +1
This paper proposes a methodological framework to detect overreporting and underreporting in corporate sustainability disclosures by leveraging divergences among ESG rating agencies. It interprets rating gaps as signals, contributing to rel…
Peer-reviewedJournalGlobal Finance Journal2026#ESGDOI
ESG ratings and firm-level biodiversity risk exposure
Feng He, Shiyao Yang, Longxuan Chen +1
This paper empirically examines the relationship between corporate ESG ratings and firm-level biodiversity risk exposure. It investigates how well ESG ratings capture biodiversity risks, offering implications for investors and corporate ris…