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-reviewedJournalHighlights of Sustainability2026#Climate RiskDOI
The Impact of Climate Risk on Corporate Water Disclosure: Evidence from Water Intensive Companies in Indonesia
I.andFuadah Meutia, S. F. Kartasari, Hasni Yusrianti
This study analyzes the impact of climate risks on corporate water disclosure in Indonesian water-intensive industries. Using 780 firm-year observations, it finds that physical and reputational risks positively affect disclosure, while regu…
Peer-reviewedCNJournalJournal of Innovation and Development2026#Climate RiskDOI
Does Corporate Climate Risk Information Disclosure Increase Audit Fees? ——An Empirical Study Based on Chinese Listed Companies
Xiang Hou
Using A-share Chinese listed companies from 2009-2024, this study finds that climate risk disclosure is positively associated with audit fees, mediated by media attention. The effect is stronger under high information asymmetry, in non-stat…
Peer-reviewed🌍 GlobalJournalSocial Science Research Network2026#Climate RiskDOI
Quantifying the Impact of Physical Climate Risk on Corporate Probability of Default A Dynamic Credit Risk Model for Bank Loan Portfolios
Olorato Rantaba
This paper develops a dynamic credit risk model incorporating physical climate risk into firm value dynamics. It shows that climate risk systematically increases default probabilities and that ignoring it leads to underestimation of long-te…
Peer-reviewedCNJournalWater2026#Climate RiskDOI
Evaluating the Resilience Gap: What Can Modern Beijing Learn from the Historical Water System of Yuan Dadu (1267–1368 CE)?
Zi Hui, Jiaping Liu
This study benchmarks modern Beijing's flood resilience against the historical water system of Yuan Dadu (1267-1368 CE) using historical reconstruction, hydrological-hydrodynamic simulation, and FAHP. Results show Yuan Dadu's UFRI is 3.44 v…
Peer-reviewed🌍 GlobalJournalAfrican Journal of Primary Health Care & Family Medicine2026#Climate RiskDOI
How to build the climate resilience and environmental sustainability of your facility and services
R. Mash, P. Schwerdtle
This article outlines six practical steps for African district-level health facilities to improve climate resilience and environmental sustainability: desktop review, contextualization, facility audit, focus group discussion, integration, a…
Peer-reviewedJournalInternational Journal of Disaster Risk Science2026#Climate RiskDOI
Fueling Fire-Adapted Communities Through a Rapid Wildfire Structure Risk Assessment
Jennifer I. Schmidt, R. Ziel, M. Calef +2
This paper proposes a rapid risk assessment method for structures against wildfires, supporting the development of fire-adapted communities. The assessment enables prioritization of mitigation measures and resource allocation.
Peer-reviewedJournalInternational Journal of Finance & Economics2026#Climate RiskDOI
Climate‐Related Extreme Events, Firm Value and Stock Price Crashes
Saeedeh Mehrabi, Mahmoud Lari Dashtbayaz, Taqi Abdul Redha Al Abdwani +1
This study examines the impact of climate-related extreme events (CREE) on firm value and stock price crash risk using 142 Iranian firms from 2012 to 2022. It finds that CREE significantly reduce firm value and increase crash risk in the fo…
Peer-reviewedJournalScientific Reports2026#Climate RiskDOI
Explainable deep unsupervised learning for flood monitoring and anomaly detection using multivariate DWLR sensors.
Saiprasad Potharaju, Swapnali N. Tambe, Ravi Kumar Tirandasu +3
This paper proposes an explainable deep unsupervised learning method for flood monitoring and anomaly detection using multivariate DWLR sensor data. The deep learning model automatically learns flood patterns and detects anomalous water lev…
Peer-reviewedJournalOIDA International Journal of Sustainable Development2026#Climate RiskDOI
An Open-Source Geo-spatial Landslide High Risk Area Demarcation for Advancing Sustainable Development in Sri Lanka’s Rathnapura Divisional Secretariat Division
Kokawalage . I.T.H, Jayasinghe K.D.D.P.
This study presents an open-source geospatial methodology using freely available satellite data and QGIS to demarcate high-risk landslide zones in Sri Lanka's Rathnapura District. Weighted overlay analysis identified 70.37 km² as highly sus…
Peer-reviewedJournalJournal of sustainability science and management2026#Climate RiskDOI
ENHANCING SETTLEMENT RESILIENCE TO FLASH FLOODS THROUGH INFRASTRUCTURE STRENGTHENING AND LAND READJUSTMENT IN WAKE VILLAGE
M. Tharziansyah, Akbar Rahman
This study proposes a settlement revitalization plan integrating infrastructure strengthening and land readjustment for Wake Village in South Kalimantan, Indonesia, after the January 2021 flash flood. Using spatial analysis and stakeholder …
Peer-reviewedJournalAsian Multidisciplinary Research Journal of Economy and Learning2026#Climate RiskDOI
Regional Planning Pathways to Forest Sustainability and Disaster Resilience in Northern Sumatra
A. Lubis
This study develops a planning-oriented pathway model linking land-system changes (forest loss, riparian disruption, bare-soil expansion) to disaster outcomes (flood footprints, infrastructure breakpoints, displacement) and carbon co-benefi…
Peer-reviewedJournalSyst.2026#Climate RiskDOI
Natural Disasters and Development Thresholds: Infrastructure, Nonlinearity, and Economic Resilience
Keisuke Kokubun
Using a panel of 108 countries, this study finds that natural disaster impacts on economic growth depend on infrastructure development measured by electricity access. In low-infrastructure regimes, disaster intensity shows short-run growth …
Peer-reviewed🌍 GlobalJournalInternational Journal of Science and Social Science Research2026#Climate RiskDOI
Natural Disasters, Public Debt, and Fiscal Vulnerability: Evidence from Emerging and Developing Economies
Shuyi Song, Chatchai Khiewngamdee, Chonrada Nunti
This paper empirically examines how natural disasters affect fiscal sustainability in emerging and developing economies using panel data from 2001–2025. Results show that disasters increase public debt, especially in high-debt countries, hi…
Peer-reviewedJournalEnvironmental Management2026#Climate RiskDOI
Ecosystem Services and Disaster Risk Reduction under Climate Change and Wildfire Threats
A. Khosravi Mashizi
This paper examines how ecosystem services contribute to disaster risk reduction under climate change and wildfire threats. While specific findings are unclear, it suggests the importance of ecosystem-based adaptation measures.
Peer-reviewedJournalSustainability2026#Climate RiskDOI
Leveraging Internet Radio for Sustainable Disaster Management: An Integrated IoT and Machine Learning Framework
K. Papatheodosiou, Ioannis Georgakopoulos, Stamatios Ntanos +3
Natural disasters threaten sustainable development. This paper proposes an integrated disaster management system using Internet Radio technology. A 6-month case study in the Dodecanese Islands, Greece, achieved temperature prediction RMSE o…
Peer-reviewedJournalNatural Hazards2026#Climate RiskDOI
The economic footprint of environmental hazards: long-term household spending impacts in Mexico by disaster type and severity
M. Jiménez-Martínez, Maribel Jiménez-Martínez
This paper analyzes the long-term effects of environmental hazards on household spending in Mexico, differentiating by disaster type and severity. It provides empirical evidence for climate adaptation strategies.
Peer-reviewed🌍 GlobalJournalNature-Based Solutions2026#Climate RiskDOI
More than a footnote? The evolution of community engagement in coastal nature-based solutions research
Catarina Jóia Santos, José Carlos Ferreira, Michael W. Beck
This integrative literature review examines community engagement in coastal nature-based solutions (NBS) research from 2000 to 2025. Among 281 publications from 824 records, 64% contained no engagement content, and where present (36%), it w…
Preprint🌍 Global2025#Climate RiskDOI
Essays on the Drivers and Economic Consequences of Climate Risks and Reporting
Ding, Xin
This dissertation consists of three empirical studies examining the impacts of climate risks on asset impairments, audit fees, and climate change disclosures. Using US firm data, it finds that climate risks increase the likelihood and magni…
Peer-reviewed🇺🇸 USAJournalConstruction Innovation2026#Climate RiskDOI
Decision support for sustainable building modifications to mitigate climate risk
John Maleyeff, Kaumudi Dande, Kunsinee Srivichaiin +1
This paper proposes a decision-making approach for building upgrades to mitigate climate risks. It monetizes direct and indirect costs and benefits, including ripple effects of disruptions. A prototype using R-Shiny was applied to a buildin…
Peer-reviewed🌍 GlobalJournalDiscover Applied Sciences2026#Climate RiskDOI
Assessing smallholders livelihood vulnerability to climate change in the Konso cultural landscape world heritage site
Yimer Mohammed Assen, Abiyot Legesse Kura, Till Stellmacher +2
This study assesses livelihood vulnerability of smallholder farmers to climate change in the Konso UNESCO World Heritage site in Ethiopia. Using IPCC's Livelihood Vulnerability Index and PCA, it finds high exposure and sensitivity, weakenin…