Computational Modeling Applications for Climate Crisis

Klappentext

Computational Modeling Applications for Climate Crisis provides readers with innovative research on the applications of computational modeling to moderate climate change. The book begins with an overview and history of climate change, followed by several chapters covering the concepts of computational modeling and simulation, including parameters of climate change, modeling the effects of human activities, visualization tools, and data fusion for advanced modeling applications. It then proceeds to cover decision support systems, modeling of technological solutions for climate change, modeling of greenhouse gas emissions, tracking of climate factors, and modeling of earth resources. In the final chapters of the book, the authors cover nation-based outcomes, big data, and optimization solutions with real-world data and case studies. Climate change is one of the most pressing existential issues for humans and the planet, and this book covers leading-edge applications of computational modeling to the vast array of interdisciplinary factors and challenges posed by climate change. As life itself is a mixture of occurrences that can be mathematically modelled, it is important to work with specific parameters, which are critical for monitoring and controlling the dynamics of the earth, natural resources, technological factors, and human activities.

Inhalt

1. Overview of Climate Change and Crisis
   
   2. Computational Models for Tracking Parameters of the Climate Factors
   3. Computational Modeling of Human Activities
   4. Simulations for Climate Change
   5. Visualizations for Better Interpretability of Climate Parameters
   6. Data Fusion for Advanced Numerical Applications Against Climate Crisis
   7. Decision Support Applications for Climate Crisis
   8. Modeling of Technological Solutions for Climate Change
   9. Modeling of Greenhouse Emissions for Predictive Purposes
   10. Tracking of Climate Factors for Sustainability
   11. Modeling of Earth Resources for Predictive Climate Change Management
   12. Nation-based Outcomes for Numerical Analysis of Climate Change
   13. Big Data and Computational Modeling Against Climate Crisis
   14. Artificial Intelligence and Computational Modeling Against Climate Crisis
   15. Modeling for Responsible Use of Technological Components
   16. Optimization-Based Solutions to Deal with Climate Change