GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
CNDatasetFigshare2026#Climate RiskDOI
Supplementary file 1_The impact of climate risk perception on corporate carbon emissions: textual analysis of Chinese listed firms.docx
Zechen Yang (15411767), Xuelan Li (8209785)
This study constructs a firm-level climate risk perception index from MD&A sections of Chinese A-share listed firms (2010–2023) using textual analysis and examines its association with carbon emissions. Results show a significant positive r…
🇪🇺 Europe📚 Peer-reviewed · JournalEuropean Journal of Forest Research2026#Climate RiskDOI
Spatial Modelling of Trade-offs between Carbon Stocks and Potential Timber Volume under Wildfire Risk in European Forests
Bushra Sanira Asif, Paolo Fiorucci
This study develops a spatial model to assess tradeoffs between carbon stocks and timber volume in European forests under wildfire risk. Results show a concave tradeoff curve and a 10-20% reduction in attainable carbon due to wildfire, term…
🌍 GlobalJournalOpen MIND2026#Climate RiskDOI
Climate Change And Governance In Kogi State, Nigeria (1999–2023)
Joseph Olugbenga Obadofin, Joshua Segun
This study examines climate change impacts and governance in Kogi State, Nigeria (1999–2023). Findings show recurrent flooding and extreme heat causing displacement and livelihood loss, while government responses remain reactive and short-t…
PreprintCrossref2026#Climate RiskDOI
Climate Risk and Emerging Markets
(著者不明)
This paper analyzes the impacts of climate change on emerging markets, covering economic growth, social stability, and ecological integrity. It discusses strategies for resilience including investment diversification, risk management, and p…
PreprintCrossref2026#Climate RiskDOI
Corporate Climate Adaptation Disclosures: Components and Priorities
Heeseob Lee, Kyungho Lee, Taedong Lee
This study develops a corporate climate adaptation disclosure framework with dimensions of vulnerability and adaptive capacity, and uses AHP to prioritize components among 30 South Korean ESG practitioners. Findings highlight physical/trans…
🌍 Global📚 Peer-reviewed · JournalAnnals of Operations Research2026#Climate RiskDOI
The cost and benefit of GHG emissions and default risk
Anthony Ede, Panagiotis Tzouvanas
This paper examines the impact of carbon costs and green-revenue intensity on firm default risk using global firm-level data (2008-2022). It finds that higher carbon costs significantly increase default probability, while green-revenue inte…
🇪🇺 Europe📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Climate RiskDOI
Climate Stress Testing on European SME Securitised Loans Under Climate Mitigation Scenarios
Luca Zanin, Raffaella Calabrese
This paper uses NGFS scenarios in a survival analysis framework to project forward-looking PDs for 3.9 million SME securitised loans in Belgium, Italy, and Portugal up to 2050. Results show short-term PD increases under stringent climate po…
🌍 Global📚 Peer-reviewed · JournalJournal of Shipping and Trade2026#Climate RiskDOI
Climate risks in shipping
Hannah Mosmans, Stella Ebbersmeyer, Jolien Kruit +3
This paper provides a structured analysis of climate-related transition risks in the global shipping industry, categorizing them into litigation, policy, contractual, technological, and social risks. It highlights their interdependencies an…
🇪🇺 Europe📚 Peer-reviewed · JournalCompetitiveness Review: An International Business Journal2026#Climate RiskDOI
From disclosure to competitiveness: the role of resilience in European firms
Hichem Dkhili
This study examines how climate risk disclosure affects corporate resilience and competitiveness using European firm panel data (2010-2024). Findings show that disclosure positively impacts competitiveness (financial performance, innovation…
🌍 GlobalPreprint2026#Climate RiskDOI
Climate risk in shipping under the IMO Net Zero Framework: the role of optionality and uncertainty
Marie Fricaudet, Tristan Smith, Nishatabbas Rehmatulla
This paper develops a ship-level framework to assess climate transition risk under the IMO Net Zero Framework, considering regulatory, technological, and market uncertainty. Using a large ensemble of futures, it finds high and heterogeneous…
📚 Peer-reviewed · JournalChina Accounting and Finance Review2025#Climate RiskDOI
Firm-level climate risk exposure, ESG disclosure and stock liquidity: evidence from textual analysis
Sahu A.K.
This paper examines the impact of firm-level climate risk exposure, measured via textual analysis of corporate disclosures, on stock liquidity, and the moderating role of ESG disclosure. Findings suggest that higher climate risk is associat…
📚 Peer-reviewed · JournalTerrestrial Atmospheric and Oceanic Sciences2020#Climate RiskDOI
Projections of future drought intensity associated with various local greenhouse gas emission scenarios in East Asia
Park C.K.
This study projects future drought intensity in East Asia under various local greenhouse gas emission scenarios. It evaluates the impact of climate change on water resources, highlighting the need for adaptation measures.
🇨🇳 ChinaPreprint2026#Climate Risk
A Review of the Impacts and Risks of Climate Change on Mountain Glacier Tourism (Postprint)
Zhang Bo, Honggang Xu
This review systematically synthesizes the impacts and risks of climate change on mountain glacier tourism. It highlights that in impoverished high-altitude cold regions, tourism is deeply embedded in local economies, making the effects of …
DatasetMendeley Data2027#Climate RiskDOI
Optimal Allocation of Nature-based Solutions across Temporal–Spatial Scales for Urban Flood Mitigation under Climate Change
Jaekyoung Kim, Taeyoon Kim, Soonchul Kwon +1
This paper proposes a method for optimal allocation of nature-based solutions (NbS) across temporal and spatial scales to mitigate urban flood risk under climate change. Using a Korean city case study, it evaluates how green infrastructure …
🌍 GlobalJournal2026#Climate RiskDOI
Machine Learning Models for Climate Change Effects on Economic Growth
Pramod S, Manoj Kumar Tiwari
This chapter explores machine learning models to forecast the economic impacts of climate change on the tourism sector. It integrates climate projections with economic data, using supervised, unsupervised, and deep learning methods to predi…
🇺🇸 USAJournalStanford Digital Repository2026#Climate RiskDOI
Modeling Food Market Dynamics Response to Climate Shocks in Karnataka to estimate Minimum Support Price Responses
Sustainability Data Science Conference, Stanford University Program in Data Science, Stanford University Stanford Doerr School of Sustainability +2
This study develops an agent-based model of Karnataka's food economy to investigate how climate shocks propagate through markets and the role of Minimum Support Price (MSP). By simulating scenarios with and without MSP, it quantifies fiscal…
CN📚 Peer-reviewed · JournalNature Health2026#Climate RiskDOI
Global health benefits and cost-effectiveness of indoor air purification to mitigate PM2.5 from wildfire smoke
Dongjia Han, Yongxuan Guo, John S. Ji +2
This study evaluates the global health benefits and cost-effectiveness of indoor air purification to reduce PM2.5 exposure from wildfire smoke. Using data from China, it demonstrates that air purifiers can significantly improve health outco…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Sustainability2026#Climate RiskDOI
Green infrastructure and climate change adaptation in university campuses: nature-based solutions for resilience
A Essien, Eghosa Noel Ekhaese, Daniel Babalola +2
This study examines the influence of green infrastructure (GI) on climate adaptation in university campuses in Nigeria's Niger Delta. A survey of 446 stakeholders across six universities found that existing GI is the only significant predic…
🇪🇺 Europe📚 Peer-reviewed · JournalAgriculture2026#Climate RiskDOI
Sustainable Practices and Climate Change Adaptation in Olive Farming: Insights from Producers in Aetolia–Acarnania, Greece
Vassiliki Psilou, Eleni Zafeiriou, Chrysovalantou Antonopoulou +2
This study surveys 402 olive farmers in western Greece to examine how demographic characteristics influence perceptions of carbon footprint and climate risks. Results show significant heterogeneity, suggesting that sustainability transition…
🌍 Global📚 Peer-reviewed · JournalRegional Environmental Change2026#Climate RiskDOI
Climate-Smart Agriculture (CSA) practices and food security among smallholder farmers in Ghana: a case study of Sekyere Kumawu District
Frank Baffour-Ata, Sylvia Cecilia Mensah, Louisa Boakye +10
This case study examines the relationship between Climate-Smart Agriculture (CSA) practices and food security among smallholder farmers in Ghana's Sekyere Kumawu District. It analyzes adoption levels and impacts, suggesting potential for cl…