Computational Modeling Applications for Climate Crisis

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. Illustrates how computational modeling techniques can be used for dealing with the climate crisis, including simulations, multi-mode-data, usage, and visualization-based researchProvides case studies demonstrating innovative solutions to moderate climate change, including mathematical, visual, and multi-data-based findings of applied researchAuthored by leading researchers in computational modeling INDICE: 1. Overview of Climate Change and Crisis2. Computational Models for Tracking Parameters of the Climate Factors3. Computational Modeling of Human Activities4. Simulations for Climate Change5. Visualizations for Better Interpretability of Climate Parameters6. Data Fusion for Advanced Numerical Applications Against Climate Crisis8. Decision Support Applications for Climate Crisis9. Modeling of Technological Solutions for Climate Change10. Modeling of Greenhouse Emissions for Predictive Purposes11. Tracking of Climate Factors for Sustainability12. Modeling of Earth Resources for Predictive Climate Change Management13. Nation-based Outcomes for Numerical Analysis of Climate Change14. Big Data and Computational Modeling Against Climate Crisis15. Artificial Intelligence and Computational Modeling Against Climate Crisis16. Modeling for Responsible Use of Technological Components17. Optimization-Based Solutions to Deal with Climate Change

• ISBN: 978-0-443-21905-4
• Editorial: Morgan Kaufmann
• Encuadernacion: Rústica
• Páginas: 300
• Fecha Publicación: 01/12/2024
• Nº Volúmenes: 1
• Idioma: Inglés