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.
Peer-reviewedJournalInternational Journal of Energy Sector Management2026#Climate RiskDOI
Does climate change affects the profitability? Evidence from the Indian energy sector
Akshaya A., Poornima S
This study analyzes the impact of climate change on the profitability of 71 listed Indian energy firms (2015-2024) using panel data. Fixed effects and GMM estimations reveal that temperature rise has a significant positive effect on profita…
🇺🇸 USAJournalClimatic Change2026#Climate RiskDOI
Using iterative reverse scenario logic to manage model risk in financial climate risk assessment
Michael D. Gerst, Cliff Rossi, Robert Brammer +4
This paper argues that current model risk management is insufficient for financial climate risk assessment due to the complexity of global change scenarios. It proposes iterative reverse scenario logic, combining scenario discovery with exp…
Peer-reviewedJournalEcological Frontiers2026#Climate RiskDOI
Regional carbon neutrality and greenhouse gas monitoring of satellite sensing technology
Pin Fu, Wenqiang Cai, Menglin Ou +2
This paper proposes and validates a method using satellite remote sensing to monitor regional greenhouse gas emissions and assess progress toward carbon neutrality. By visualizing emissions at a regional scale, it supports policy-making and…
Preprint🌍 Global2026#Climate RiskDOI
Balancing urbanization, climate change, and biodiversity conservation with nature-based solutions: A case study of Hong Kong
Ashley H. Y. Bang, Anna Freeman, E.J. Milner‐Gulland
This study uses geospatial analysis to evaluate trade-offs among carbon storage, road disturbance, and climate risk under five land use scenarios for 2030 in Hong Kong. Extreme urban expansion drastically reduces climate mitigation benefits…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Sociology2026#Climate RiskDOI
Unequal protection and sacrificial territories: climate governance and infrastructural exposure in Southern Italy
Alessandra Terenzi, Sonia Paone
This article analyzes climate and energy transition in Southern Italy through unequal territorial distribution of infrastructures and adaptive capacities. Using ISTAT, ISPRA, ENEA, and Copernicus data, it compares southern and northern citi…
Peer-reviewed🌍 GlobalJournalAgronomy for Sustainable Development2026#Climate RiskDOI
Agroforestry protects arable crops from climate shock during critical early-season phenological stages
Colin R. Tosh, Christian Gossell, Isabelle Lecomte +6
This study simulated 100 years of silvoarable agroforestry in the UK, showing that trees protect crops from climate-induced yield shocks during early phenological stages via microclimatic modification. Land equivalent ratio exceeds 1 only a…
Peer-reviewedJournalLand2026#Climate RiskDOI
Nature-Based Solutions for Sustainable Planning: Is the 5% Green Space Guideline for Peri-Urban Residential Development in Thailand Sufficient?
Sunantana Nuanla-or, Kim N. Irvine, Manat Srivanit +1
This study evaluates whether Thailand's 5% green space guideline for peri-urban residential development is sufficient for flood risk management. Using GIS and PCSWMM modeling of 164 gated communities, it finds that the 5% baseline is inadeq…
Peer-reviewedJournalJurnal Pengabdian Masyarakat Bhinneka2026#Climate RiskDOI
Pelatihan Mitigasi dan Kesiapsiagaan Masyarakat Terhadap Bencana Tanah Longsor Dengan Pendekatan Nature-Based Solutions di Desa Kembang Kuning
Sopiatul Rohmi, Hasrul Hadi, Muhammad Riswandi Hakim +3
This community service project in Kembang Kuning Village, Indonesia, addressed landslide risks through Nature-Based Solutions (NBS) training and tree planting. Post-training test scores improved from 80.71 to 87.50, and the reforestation ac…
Peer-reviewedJournal2026#Climate RiskDOI
Nature-based Solutions (NbS) for Integrated Water Resources Planning and Climate Resilience
Haseeb Md. Irfanullah
This paper examines the role of Nature-based Solutions (NbS) in integrating water resources planning and climate resilience. It discusses how incorporating NbS into water planning can enhance resilience to climate change. Specific methods o…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate RiskDOI
Beyond Carbon: Integrating Physical Climate Risk Scoring into Zoning and Development Approval Processes for Urban Investment Resilience
Shuaibu H. Manga, Sani Inusa Milala, Abubakar Mohammed Garba
This conceptual paper addresses the gap in urban planning where zoning and development approvals focus on carbon mitigation rather than physical climate risk. It proposes a framework integrating climate risk scoring into regulatory decision…
Peer-reviewedJournalarXiv.org2026#Climate RiskDOI
Deep Learning for Remote Sensing to Improve Flood Inundation Mapping
Yogesh Bhattarai, V. Chaudhary, Wai Lim Kim +1
This study applies a diffusion model for cloud removal in flood imagery, trained on Sentinel-2B scenes. It generates cloud-free images preserving hydrological consistency, improving water body continuity and spectral signatures for water de…
Peer-reviewedJournalFrontiers in Environmental Economics2026#Climate RiskDOI
Understanding climate vulnerability and economic impacts on rural livelihoods: lessons from Narowal, Punjab
Laila Shahzad, Mahammed Saleem, Faiza Sharif +4
This study assesses climate vulnerability of rice-wheat farmers in Narowal, Punjab using a climate vulnerability index (CVI). Findings show significant differences between tehsils (0.26 vs 0.91), with extreme temperatures, erratic rainfall,…
Peer-reviewedCNJournalInternational Journal of Financial Studies2026#Climate RiskDOI
How Does Climate Risk Affect the Cost of Debt in Chinese A-Share Listed Firms? Evidence from Financial and Non-Financial Transmission Channels
Qian Wang, Siyu Chen
Using a panel of Chinese A-share firms (2007-2024), this study constructs a firm-level climate risk measure via annual report text analysis and shows that climate risk significantly raises the cost of debt. It identifies two transmission ch…
Peer-reviewed🌍 GlobalJournalItalian National Conference on Sensors2026#Climate RiskDOI
Smart Geospatial Analytics for Maladaptation Hotspot Detection: Integrating Trajectory Classification, Random Forest, and SHAP
Nutchanat Buasri, P. Littidej, Benjamabhorn Pumhirunroj +2
This study analyzes population dynamics in flood-prone Thailand, finding that despite repeated flooding, some areas show late population growth (maladaptation). Using Random Forest and SHAP, flood frequency is the dominant predictor, with t…
Peer-reviewedJournalAdvanced International Journal for Research2026#Climate RiskDOI
Edge-AI Enabled Real-Time Forest Fire Detection and Early Warning Framework Using YOLOv8 and IoT Technologies
Shashikala T K, S. R, J. Chandrashekhara
This paper proposes an edge-AI framework for real-time forest fire detection using YOLOv8 and IoT sensors. It enables low-latency, accurate detection with sensor fusion to reduce false alarms, offering scalable deployment for climate adapta…
Peer-reviewed🌍 GlobalJournalToplum Ekonomi ve Yönetim Dergisi2026#Climate RiskDOI
POSITIONING NATURE-BASED SOLUTIONS AND GREY INFRASTRUCTURE IN URBAN CLIMATE ADAPTATION: ADOPTION PATTERNS ACROSS 833 CITIES
Fırat Harun YILMAZ
This study analyzes adoption patterns of nature-based solutions (NbS) and grey infrastructure in climate adaptation across 833 cities reporting to the CDP-ICLEI Track 2025. Using frequency and correspondence analysis, it finds NbS complemen…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Climate RiskDOI
Impact Analysis of Climate Change on Buildings’ Heating and Cooling Demand
Guillem Fargas, Amirhossein Zabihi Sheshpoli, Neus Ortega +1
This study simulates the impact of climate change on building heating and cooling demand in the Mediterranean, using five Spanish climate zones and three building types. By 2050, cooling demand could increase by up to 706% while heating dem…
🇺🇸 USAJournalCambridge University Press eBooks2026#Climate RiskDOI
Multinational Corporations and Climate Change
Jonas Gamso
This book analyzes how multinational corporations manage physical, transition, liability, and reputational climate risks through strategies of adaptation, avoidance, transfer, diversification, and acceptance. Integrating rigorous empirical …
Peer-reviewed🌍 GlobalJournalApplied Sciences2026#Climate RiskDOI
Diagnosing Institutional Resilience in Aging Critical Infrastructure: The VILDE Framework and AHP-Based Governance Priority Structure Under Climate Stress
Yuzhuo Qin, Jae Eun Lee, An Chen +6
This study develops the VILDE framework and uses AHP to derive governance priorities for aging critical infrastructure under climate stress. Expert evaluations highlight expertise and devotion as top priorities, and a case study of Zhengzho…
Peer-reviewedCNJournalFinancial Innovation2026#Climate RiskDOI
Are corporate cash holdings sensitive to neighborhood carbon emissions?
Xinya Wang, Xinzhi Zhang, Shuqing Huang
This study empirically examines how neighborhood carbon emissions affect corporate cash holdings. Using a novel exogenous metric, it finds that higher emissions increase cash holdings. Mechanisms include reduced ESG performance, increased f…