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.
Peer-reviewedJournalPLOS Water2026#Climate RiskDOI
Source water protection and wildfire threats: A simplified vulnerability assessment framework for drinking water intakes
E. Pouliot, F. Bichai, Raja Kammoun +1
This paper presents a simplified framework for assessing the vulnerability of drinking water intakes to post-wildfire contamination. It calculates a vulnerability index using forest cover, runoff potential, fire regime under climate change,…
Peer-reviewedJournalFire2026#Climate RiskDOI
Human Activities and Wildfires: The Impact of Forest Roads, Trails, and Forest Management on Wildfire Occurrence
Youn Yeo-Chang, Se-Eum Lee, Soo-Jin Lee +1
This study analyzes human and physical factors influencing wildfire occurrence in South Korea using logistic regression and machine learning. Weather and coniferous forests promote wildfires, while mean stand age hinders them. Forest road d…
Peer-reviewedCNJournalAgriculture2026#Climate RiskDOI
The Impact of Extreme Climate on Agricultural Production Resilience in China: Evidence from a Dynamic Panel Threshold Model
Huanpeng Liu, Zhe Chen, Zhuang Lin
This study uses panel data from 1,343 Chinese counties (2000-2023) and a dynamic panel threshold model to analyze nonlinear effects of extreme climate on agricultural production resilience (ARES). Extreme high-temperature days become signif…
Peer-reviewedJournalHerald of Khmelnytskyi National University. Technical sciences2026#Climate RiskDOI
СИСТЕМНИЙ ПІДХІД ДО ОЦІНКИ ТА УПРАВЛІННЯ РИЗИКАМИ КЛІМАТИЧНОЇ ЗМІНИ
М. В. Руда, Алла Шибанова, Микола Козак
This paper proposes a systemic approach for comprehensive climate risk assessment and management, considering impacts on agriculture, energy, and transit infrastructure. It develops a methodology integrating ecosystem, socio-economic, and s…
Peer-reviewed🇪🇺 EuropeJournalBlack Sea Economic Studies2026#Climate RiskDOI
ФОРМУВАННЯ СТРАТЕГІЇ АДАПТАЦІЇ АГРОБІЗНЕСУ ДО ЗМІН КЛІМАТУ ЗА ЄВРОПЕЙСЬКИМИ СТАНДАРТАМИ КЛІМАТИЧНОГО РЕГУЛЮВАННЯ
Олена Крайнік, Сергій Андрійович Левченко
This paper examines how agribusinesses can develop climate adaptation strategies aligned with European standards, including the EU Taxonomy, ESG principles, ISO standards, and the GHG Protocol. It proposes an integrated management model tha…
Peer-reviewed🌍 GlobalJournalSustainability2026#Climate RiskDOI
Climate Resilience in Cities: Improving Health and Well-Being Through “Greener” Commuting and Working Environments
Meital Peleg Mizrachi, D. Pearlmutter
This paper examines how cities can enhance climate resilience through green employment, commuting transformations, and nature-based solutions. It synthesizes cases from Tel Aviv, Paris, and urban heat research, arguing that effective resili…
Peer-reviewed🇺🇸 USAJournalIEEE Power and Energy Magazine2026#Climate RiskDOI
Wildfire-Aware Protection: Redefining Grid Engineering for a New Risk Landscape
F. Aminifar, S. Hayes, John H. Sykes
As wildfires intensify due to climate change, electrical infrastructure is a significant ignition source. This paper reviews wildfire incidents and examines grid engineering and protection strategies to reduce ignition risk. It emphasizes p…
Peer-reviewed🇺🇸 USAJournalWater resources management2026#Climate RiskDOI
The Cost of Bad Timing: How Phenology and Frequency Determine Agricultural Flood Risk
S. Jalilov, Robert Maltsbarger, H. Gedikoglu
This study develops a capital valuation framework for agricultural flood risk, integrating phenology and hydrologic frequency. Using a U.S. Midwest case, it shows that high-probability, low-severity floods account for ~45% of expected annua…
Peer-reviewedJournalClimatic Change2026#Climate RiskDOI
Integrating crowdsourced geospatial intelligence and urban morphology for urban waterlogging risk mapping in Karachi, Pakistan
Shan-e-hyder Soomro, Huaibin Wei, M. Boota +8
This paper integrates crowdsourced geospatial data with urban morphology to map urban waterlogging risk in Karachi, Pakistan. By combining citizen reports and physical city layout, it enables risk assessment in data-scarce environments, con…
Peer-reviewed🇪🇺 EuropeJournalNatural Hazards2026#Climate RiskDOI
Multi-risk assessment in the NW coast of the Island of Malta (central Mediterranean Sea)
Nabanita Sarkar, A. Rizzo, Vittoria Vandelli +1
This paper presents a multi-risk assessment methodology for the NW coast of Malta, integrating hazard analysis and vulnerability evaluation for coastal hazards such as storm surges and erosion. Using geospatial data, it produces risk maps t…
Peer-reviewedJournalRisks2026#Climate RiskDOI
Quantile Domain Connectedness Between Climate Risks and Cryptocurrency Classes
M. Tabash, S. Issa, L. Shaheen +2
This study examines the transmission of climate transition and physical risks to various cryptocurrency classes using quantile vector autoregression. Results show that sustainable cryptocurrencies are more resilient, making them suitable co…
Peer-reviewedJournalIOP Conference Series: Earth and Environment2026#Climate RiskDOI
Climate Change Impact on Design of Water Harvesting Dams: Review and laboratory experimental Study
H. M. S. Khatlan, A. H. Kamel
This paper analyzes how climate change alters rainfall patterns, impacting small dam design in Iraq. Laboratory experiments show conventional stilling basins fail under extreme flows; modified designs and numerical modeling (Flow-3D) offer …
Peer-reviewedCNJournalClimate2026#Climate RiskDOI
Can Climate Transition Risks Enhance Enterprise Green Innovation? An Analysis Employing a Dual Regulatory Mechanism
Liping Cao, Feng Zhou
Using a sample of Chinese A-share listed firms from 2012 to 2024, this study constructs a climate transition risk index via text analysis and empirically examines its impact on green innovation. It finds that transition risk significantly p…
Peer-reviewed🌍 GlobalJournalJournal of Applied Accounting Research2026#Climate RiskDOI
Extreme weather attribution: re-assessing company values using carbon emissions
Q. Rayer, P. Andrikopoulos
This paper presents an accessible method for estimating companies' potential extreme weather liabilities using emissions-based attribution. It proposes a modified Gordon growth model to value firms' exposure to extreme weather events. High-…
Peer-reviewed🌍 GlobalJournalFrontiers in Environmental Science2026#Climate RiskDOI
Exploring nature-based solutions’ effectiveness indicators for climate change adaptation: a systematic review
Fabienne Horneman, S. Torresan, E. Furlan +1
This systematic review examines effectiveness indicators for nature-based solutions in climate change adaptation, analyzing 27 articles (36 case studies) from 2008-2023. It finds reliance on process-based performance indicators (51.9%) and …
Peer-reviewed🌍 GlobalJournalJournal of Risk and Financial Management2026#Climate RiskDOI
Spatial Stress Testing and Climate Value-at-Risk: A Quantitative Framework for ICAAP and Pillar 2
F. Rania
This paper develops a quantitative framework for climate–financial risk measurement combining a spatially explicit jump–diffusion asset–loss model with prudential risk metrics. It yields portfolio-level Spatial Climate Value-at-Risk (SCVaR)…
Peer-reviewed🌍 GlobalJournalSustainability2026#Climate RiskDOI
How Is the Integration of Climate-Related Risk into Enterprise Risk Management at Firm Level? A Systematic Literature Review
Laura Albuquerque, Sofia Helena Zanella Carra, Luan Santos +2
This systematic literature review examines the integration of climate-related risks (physical and transition) into enterprise risk management (ERM) at the firm level. Analyzing 22 articles from 2018-2026, it finds that while governance, dis…
Peer-reviewed🇺🇸 USAJournalSocial Science Research Network2026#Climate RiskDOI
Climate Transition Risk in the Real Estate Sector: Does Decarbonization-Driven Regulation Affect REIT Valuation?
Victoria Ng, Milina To, Frédéric de Mariz
This paper examines how U.S. equity REITs with NYC exposure respond to Local Law 97's emissions caps and penalties. Event study shows insignificant returns at approval but negative returns at enforcement, though not statistically significan…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research Communications2026#Climate RiskDOI
A geospatial approach to neighbourhood prioritisation for urban greening under climate–health risk
Julie Vuillermoz, Justine Blanford, Maryam Amir Haeri +2
This paper develops a spatial indicator framework for Enschede, Netherlands, integrating heat exposure, flood risk, mental/physical health, and socio-demographic status to prioritize neighborhoods for urban greening. Tree canopy shows the s…
Peer-reviewedJournalFrontiers in Environmental Science2026#Climate RiskDOI
Opportunity amid crisis: how climate risks drive digital governance — a dual perspective from public safety and low-carbon development
J. Zhang, Zijian He
Using a 191-country panel dataset (2003-2024), this study shows that both physical and transition climate risks significantly enhance national digital governance capacity. Efficient government services and political stability amplify the po…