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-reviewed🌍 GlobalJournalJournal of Accounting and Financial Management2026#Climate RiskDOI
Carbon Emissions Disclosure and Its Effect on External Auditors’ Risk Assessment
Nneka Maureen Okeke (PhD)
This study examines how carbon emissions disclosures affect external auditors' risk assessments, surveying 40 auditors in high climate-risk Nigerian firms. Using t-tests, it finds that credible and detailed carbon disclosures significantly …
Peer-reviewed🌍 GlobalJournalInternational Journal For Multidisciplinary Research2026#Climate RiskDOI
Climate Change, Displacement, and Environmental Citizenship: A Political Ecology of the Assam Flood Crisis
Aniket Sarkar
Analyzes Assam floods as socially and politically constructed, using 2025 data to distinguish evacuation from long-term displacement. Applies political ecology and environmental citizenship to highlight landlessness and documentary precarit…
Peer-reviewedCNJournalSN Business & Economics2026#Climate RiskDOI
A PINN-inspired structure-regularized framework for climate and geopolitical risk in agricultural commodity markets: evidence from China
Yesser Drira, Souha Boutouria, Mouna Boujelbène
This paper proposes a structure-regularized framework inspired by physics-informed neural networks (PINN) to analyze the impact of climate and geopolitical risks on agricultural commodity markets in China. It applies AI methods to improve r…
🌍 GlobalDatasetOpen University of Cape Town (University of Cape Town)2026#Climate RiskDOI
Strengthening existing climate services and prioritising new opportunities for nature-based solutions
Petra B. Holden, Gerald Ngoma
This paper examines strengthening existing climate services and prioritizing new opportunities for nature-based solutions (NbS) in Africa. It provides data and scripts, offering practical insights for climate adaptation.
Peer-reviewedJournalScientific Reports2026#Climate RiskDOI
Harnessing geospatial and machine learning technologies to simulate ecosystem services and greenhouse gas emissions in a dynamic watershed system of Haramaya Lake, Ethiopia
Gemechis B. Mosisa, James Akuku, Abel Mwembe +5
This study simulates ecosystem services and greenhouse gas emissions in the Haramaya Lake watershed, Ethiopia, using geospatial and machine learning techniques. It assesses the impacts of land-use change on ecosystems and climate, offering …
Peer-reviewed🇨🇳 ChinaJournalEconomics of Transition and Institutional Change2026#Climate RiskDOI
Retreating in Fear: Corporate Climate Risk and Green Innovation Quality in China
Xinyu Guo, Ran Liu
Using meteorological station data, this study constructs a firm-level climate risk index for Chinese listed firms (2011-2020) and finds that higher climate risk reduces green patent quality. The effect is mediated by management emotion and …
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Climate RiskDOI
Data for: Blue carbon prioritization may underrepresent flood-exposed populations in Vietnam's mangrove areas
Thuy Hao Ngo
This dataset supports the analysis of blue carbon prioritization in Vietnam's mangroves, integrating carbon stocks and flood exposure. It includes national carbon stock layers, flood-exposed population layers, and priority maps under differ…
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…
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-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…