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🌍 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…
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…
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…
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…
Peer-reviewedJournalInternational Review of Financial Analysis2026#ESGDOI
ESG rating divergence: Cost of digital finance
Jiahui Guo, Tiantian Tang, Shouxun Wen +1
This paper examines the impact of ESG rating divergence on the cost of digital finance. While no abstract is available, it likely explores how inconsistencies in ESG assessments affect financial markets and corporate financing.
Peer-reviewedJournalInternational Journal of Entrepreneurship and Small Business2026#ESGDOI
When numbers go green: behavioural sparks for SMEs sustainability reporting
Rajni Bala, Charbel Salloum, Muskaan Arora +2
This paper explores behavioral factors that encourage SMEs to adopt sustainability reporting. It analyzes how numerical and green framing influences reporting behavior, offering insights for policy interventions and support mechanisms.
Peer-reviewedJournalResearch in International Business and Finance2026#ESGDOI
Incremental or noisy information: The impact of ESG rating disagreement on equity mispricing
Ruiqian Li, Jihui Dong, Ma Zhong
This paper examines how disagreement among ESG rating agencies affects equity mispricing. It empirically tests whether rating divergence provides incremental information or merely adds noise, with implications for market efficiency and inve…
Peer-reviewedJournalInternational Journal of Accounting Information Systems2026#AI × ESGDOI
Are ESG narratives financially informative? The role of LLM summaries and sentiment
Ya-Ting Jhan, Sheng-Feng Hsieh
This paper examines whether ESG narratives are financially informative by using LLM-based summarization and sentiment analysis. It empirically tests the value of ESG disclosure text for investment decisions.
Peer-reviewedJournalInternational Journal of Managerial and Financial Accounting2026#Climate FinanceDOI
Assurance on sustainability reporting and debt financing
Anis Jarboui, Nada Dammak Ben. Hlima
This paper examines how third-party assurance on sustainability reporting affects corporate debt financing conditions. It suggests that assurance reduces information asymmetry and may lower financing costs. Specific empirical findings are u…
Peer-reviewed🇺🇸 USAJournalEnergy and Climate Change2026#Energy TransitionDOI
Wyoming Voices: Digital storytelling as a participatory method to co-identify community priorities amid energy transitions
Darylann Aragon, Rachael Budowle, Alyssa Wechsler Duba
This paper explores digital storytelling as a participatory method to co-identify community priorities in Wyoming amid energy transitions. It offers insights into incorporating local voices into policy-making during energy transitions.