Related Experiment Videos
Research on the Contagion of Systemic Financial Risk Under the Impact of Climate Risks-From the Perspective of
Xiao-Li Gong1,2, Xiao-Han Sun1, Sergey Aleksandrovich Philin3
1School of Economics, Qingdao University, Qingdao 266061, China.
Entropy (Basel, Switzerland)
|June 26, 2026
Summary
Climate change significantly impacts China's financial markets, driving volatility and risk contagion. Advanced models show physical risks increase short-term contagion, while transition risks have complex long-term effects on financial stability.
Area of Science:
- Environmental Finance
- Financial Risk Management
- Climate Change Economics
Background:
- Climate risks pose a growing threat to financial system stability.
- Understanding climate risk transmission within financial markets is crucial for effective management.
- China's financial system is increasingly exposed to climate-related shocks.
Purpose of the Study:
- To systematically analyze the impact of climate risks on China's financial system.
- To measure tail risk spillovers and construct a risk contagion network under climate shocks.
- To develop an innovative early warning system for climate-related financial risks.
Main Methods:
- EGARCH-SGED model for financial market volatility.
- LASSO-CoVaR method for tail risk spillover measurement.
- RF-AdaBoost model for risk early warning system construction.
Main Results:
- Climate risk is a key driver of dynamic correlations within China's financial system.
- Physical risks intensify short-term contagion; transition risks have dynamic, long-term effects.
- The RF-AdaBoost model demonstrates superior predictive accuracy for risk warning.
Conclusions:
- Climate risk significantly influences financial market dynamics and systemic stability in China.
- Differentiated impacts of physical and transition risks require tailored management strategies.
- The developed early warning system offers robust support for climate risk prevention and financial stability.
Related Concept Videos
Steps in Outbreak Investigation
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
Microbes and Climate Change
Microorganisms are pivotal agents in Earth's biogeochemical cycles, significantly influencing climate dynamics through their metabolic activities. These microbes modulate the levels of key greenhouse gases by both contributing to and helping mitigate climate change.Microbial Contributions to Greenhouse Gas EmissionsRising global temperatures accelerate microbial metabolism, which, in turn, speeds up the decomposition of organic matter. This process releases carbon dioxide (CO₂) through...
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
Causality in Epidemiology
Causality or causation is a fundamental concept in epidemiology, vital for understanding the relationships between various factors and health outcomes. Despite its importance, there's no single, universally accepted definition of causality within the discipline. Drawing from a systematic review, causality in epidemiology encompasses several definitions, including production, necessary and sufficient, sufficient-component, counterfactual, and probabilistic models. Each has its strengths and...
What is Climate?
Climate refers to the prevailing weather conditions in a specific area over an extended period. As the saying goes, “Climate is what you expect. Weather is what you get.” Climate is influenced by geographic factors, such as latitude, terrain, and proximity to bodies of water.
Global Climate Change
Throughout its ~4.5 billion year history, the Earth has experienced periods of warming and cooling. However, the current drastic increase in global temperatures is well outside of the Earth’s cyclic norms, and evidence for human-caused global climate change is compelling. Paleoclimatology, the study of ancient climate conditions, provides ample evidence for human-caused global climate change by comparing recent conditions with those in the past.