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Books in Climatology

Weather and Climate
Applications of Machine Learning and Artificial Intelligence
1st Edition
Volume 13
Simon Driscoll + 6 more
English
Weather and Climate: Applications of Machine Learning and Artificial Intelligence, Volume 13 provides a comprehensive exploration of machine learning in the context of weather forecasting and climate research. Sections begin with an introduction to the fundamentals and statistical tools of machine learning and an overview of various machine learning models. Emulation and machine learning of sub-grid scale parametrizations are discussed, along with the application of AI/ML in weather forecasting and climate models. Next, the book delves into the concept of explainable AI (XAI) methods for understanding ML and AI models, as well as the use of generative AI in climate research.The book explores the interface of data assimilation and machine learning for weather forecasting, showcasing case studies of machine learning applied to environmental monitoring data. Final sections look ahead to the future of ML and AI in climate and weather-related research, providing references for further reading. This comprehensive guide offers valuable insights into the intersection of machine learning, artificial intelligence, and atmospheric science, highlighting the potential for innovation and advancement in weather and climate research.Members of the Royal Meteorological Society are eligible for a 35% discount on all Developments in Weather and Climate Science series titles. See the RMetS member dashboard for the discount code.
Geospatial Techniques in Climate Change Monitoring and Environmental Mapping
An Interdisciplinary Approach to Risk Reduction
1st Edition
Volume 11
Jung-Sup Um + 3 more
English
Geospatial Techniques in Climate Change Monitoring and Environmental Mapping: An Interdisciplinary Approach to Risk Reduction presents a comprehensive examination of innovative geospatial methods utilized to address the challenges posed by climate change across various sectors. The book encompasses a wide array of topics, including the application of remote sensing in agriculture, urban climate change mitigation, and the evaluation of land use effects on surface temperatures. It highlights the integration of advanced technologies such as machine learning and satellite imagery to enhance drought risk mapping, deforestation detection, and flood prediction, providing valuable insights into environmental sustainability. Moreover, the text emphasizes participatory approaches and the role of local communities in climate resilience. By synthesizing interdisciplinary perspectives, the book underscores the importance of collaborative efforts in developing effective mitigation and adaptation strategies. Ultimately, this work serves as a vital resource for researchers and practitioners committed to leveraging geospatial techniques for effective climate change risk reduction and environmental management.Members of the Royal Meteorological Society are eligible for a 35% discount on all Developments in Weather and Climate Science series titles. See the RMetS member dashboard for the discount code.
Climate and Natural Hazard Risks
1st Edition
Peter Sammonds + 2 more
English
Climate and Natural Hazard Risks is an in-depth examination of the physical, environmental, economic, and social impacts of climate change and natural hazards on vulnerable populations in different regions around the world. The authors open with the simple question “What is risk?,” taking a detailed look at historical and global trends and risk frameworks as they relate to the Earth system and climate change. The authors then examine the drivers of social and physical vulnerability. From there, the chapters systematically review different hazards and their implications for risk (hurricanes, cyclones, flooding, extreme temperatures, food insecurity, earthquakes, tsunamis). The authors then delve into the latest methods and research for multihazard risk assessment. The book closes with challenging explorations of resilience, and environmental and social transitions for climate change. Students, practitioners and policy-makers working across climate science, hazard risk assessment, disaster management and humanitarian response will find this instructive and thought-provoking text essential reading.
Reducing the Risks of Weather, Climate and Ocean Extremes
1st Edition
Volume 12
John E. Hay
English
Reducing the Risks of Weather, Climate and Ocean Extremes presents evidence-based and practical guidance on appropriate ways to manage the rapidly increasing impacts and risks associated with extreme weather, climate and ocean events. This book specifically addresses the needs and challenges laid out in the author’s two earlier volumes: Science of Weather, Climate and Ocean Extremes, 2022, and Consequences of Weather, Climate and Ocean Extremes, 2025.The book emphasizes the importance of proactive risk management at local, national, and global levels, drawing on lessons learned from past experiences to inform effective strategies. It explores the complexities of managing the consequences of these extremes, highlighting the role of communication, engagement, and inclusiveness in fosteringresilience within communities. Additionally, the text addresses the necessity of monitoring and evaluating climate risk management initiatives to ensure their effectiveness and adaptability. By synthesizing insights across various scales, this author aims to empower readers to navigate the challenges posed by climate variability and change.This book serves as a vital resource for researchers and practitioners committed to reducing risks and enhancing resilience in the face of an increasingly unpredictable climate.Members of the Royal Meteorological Society are eligible for a 35% discount on all Developments in Weather and Climate Science series titles. See the RMetS member dashboard for the discount code.
Statistical Methods in the Atmospheric Sciences
5th Edition
Daniel S. Wilks
English
Statistical Methods in the Atmospheric Sciences, Fifth Edition provides a structured exploration of the statistical techniques essential for analyzing atmospheric data. The book begins with foundational concepts in probability, setting the stage for more advanced topics. It then covers univariate statistics, including empirical distributions, parametric probability models, and both frequentist and Bayesian inference methods, offering tools for rigorous data analysis and interpretation. The text also addresses statistical forecasting and ensemble forecasting, along with methods for verifying forecast accuracy. In addition, time series analysis is explored in detail, enabling readers to understand temporal dependencies in atmospheric data.The book advances into multivariate statistics, presenting matrix algebra and random matrices as mathematical foundations. It discusses the multivariate normal distribution, principal component analysis (EOF), and multivariate analysis of vector pairs to handle complex, multidimensional atmospheric datasets. Techniques for discrimination, classification, and cluster analysis are also examined, providing methods for categorizing and interpreting atmospheric patterns. Supplementary materials include example data sets, probability tables, and a glossary of symbols and acronyms, along with answers to exercises that reinforce learning.
Science, Culture, and Climate
Navigating Change
1st Edition
Thomas Rickenbach
English
Science, Culture, and Climate: Navigating Change is a timely textbook that makes an engaging, accessible case that solutions to the climate crisis require a deep embrace of science, infused with an understanding of the social constructs and history that forged our culture.The initial chapter calibrates the reader’s understanding and significance of science. The next chapters describe how climate and life on Earth are deeply interconnected, trace the nexus of climate change and the evolution of human society, and demonstrate how our energy choices have inadvertently triggered a climate crisis. Subsequent chapters explore how people process risk as they respond to challenges, reflect on how major change was accomplished in America’s past, and examine global approaches and U.S political response to climate change.The concluding chapter highlights the moral imperatives that form the basis of trust, to help pave the fraught road to lasting climate solutions.This textbook is ideal for undergraduate students in environmental science and non-science majors studying climate change within history, anthropology, ethics, political science, engineering, psychology, and other disciplines. It is also useful for professionals in areas related to environment and sustainability, for advanced high school students, as well as for a general readership. Supplementary resource materials to accompany the book include narrated videos, in-class activities, and PowerPoint slides.
Global Physical Climatology
3rd Edition
Dennis L. Hartmann
English
Global Physical Climatology, Third Edition delineates the science of climate and climate change that spans the atmosphere, oceans, and land surfaces. The book begins with a detailed introduction of the climate system and then introduces its physics, including the principles and processes that determine the structure and climate of the atmosphere, oceans, and land surfaces. More advanced sections apply the basic knowledge introduced earlier in the text in understanding natural variability of the climate in both the present and past, the sensitivity of climate to external forces, explanations for the ice ages, and the science of human-induced climate change.The physical principles and computer models necessary for understanding past climate and predicting future climate are also discussed. This book is recommended for upper division undergraduates and graduates in meteorology, atmospheric science, oceanography, and other environmental fields. It is also suitable for students with a background of at least one year of college physics and calculus as well as researchers in academia, government (military, NOAA, NWS), and policymakers.
Subseasonal to Seasonal Prediction
The Gap Between Weather and Climate Forecasting
2nd Edition
Andrew Robertson + 1 more
English
Subseasonal-to-Seaso... Prediction provides the latest thinking from experts in the fields of sub-seasonal to seasonal (S2S) predictability science, numerical modeling, operational forecasting, and developing application sectors. This fully updated second edition comprehensively covers the sources of S2S predictability, S2S modeling, and forecasting using dynamical or machine learning methods, and S2S applications. There are brand new chapters on the role of the ocean in sub-seasonal predictability, machine learning in S2S prediction, co-produced S2S climate services in Africa, S2S for energy, and marine weather prediction on S2S timescales. This valuable resource offers atmospheric and climate scientists the very latest developments in this rapidly evolving field.
Adapting to Urban Heat:
Strategies and Tools for Ecology, Decarbonization and Health
1st Edition
Carmen Galán Marín + 3 more
English
As global temperatures rise, urban areas face unprecedented challenges from intensified heat. “Adapting to Urban Heat” offers a comprehensive exploration of design strategies and tools essential for building resilience in low-carbon cities.The book covers the following topics:• Setting the stage for urban heat adaptation: An introduction to the pressing need for adaptive measures in urban environments.• Understanding, mitigating, and adapting to urban overheating: Insights into the impacts of urban heat and the latest mitigation technologies, including the interplay between advanced materials, nature, buildings, and human behavior.• Designing for urban heat adaptation: Practical design strategies aimed at enhancing microclimates and user comfort at the neighborhood scale, with a focus on the relationship between urban forms and greenery.• Tools for decoding and coding urban heat: An examination of data science, urban meteorological networks, remote sensing, GIS applications, and modeling techniques that inform effective heat adaptation strategies
Climate Change, Community Response and Resilience
Insight for Socio-Ecological Sustainability
1st Edition
Volume 6
Uday Chatterjee + 4 more
English
Climate Change, Community Response, and Resilience: Insight for Socio-Ecological Sustainability, Volume Six presents a fundamental theoretical framework for understanding how community resilience and risk assessment affect climate change adaptation behavior. This framework is based on a 26-chapter theoretical and empirical examination that includes pioneer projects from various regions that illustrate the relationship between theory and practice, reflect a paradigm shift in climate change, community response, and resilience, and focus on these important aspects from a sectoral perspective. Climate change, ecological consequences and resilience are then discussed in the final section. Members of the Royal Meteorological Society are eligible for a 35% discount on all Developments in Weather and Climate Science series titles. See the RMetS member dashboard for the discount code.