Patterns Identification and Data Mining in Weather and Climate

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Author :
Publisher : Springer Nature
ISBN 13 : 3030670732
Total Pages : 600 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Patterns Identification and Data Mining in Weather and Climate by : Abdelwaheb Hannachi

Download or read book Patterns Identification and Data Mining in Weather and Climate written by Abdelwaheb Hannachi and published by Springer Nature. This book was released on 2021-05-06 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in computer power and observing systems has led to the generation and accumulation of large scale weather & climate data begging for exploration and analysis. Pattern Identification and Data Mining in Weather and Climate presents, from different perspectives, most available, novel and conventional, approaches used to analyze multivariate time series in climate science to identify patterns of variability, teleconnections, and reduce dimensionality. The book discusses different methods to identify patterns of spatiotemporal fields. The book also presents machine learning with a particular focus on the main methods used in climate science. Applications to atmospheric and oceanographic data are also presented and discussed in most chapters. To help guide students and beginners in the field of weather & climate data analysis, basic Matlab skeleton codes are given is some chapters, complemented with a list of software links toward the end of the text. A number of technical appendices are also provided, making the text particularly suitable for didactic purposes. The topic of EOFs and associated pattern identification in space-time data sets has gone through an extraordinary fast development, both in terms of new insights and the breadth of applications. We welcome this text by Abdel Hannachi who not only has a deep insight in the field but has himself made several contributions to new developments in the last 15 years. - Huug van den Dool, Climate Prediction Center, NCEP, College Park, MD, U.S.A. Now that weather and climate science is producing ever larger and richer data sets, the topic of pattern extraction and interpretation has become an essential part. This book provides an up to date overview of the latest techniques and developments in this area. - Maarten Ambaum, Department of Meteorology, University of Reading, U.K. This nicely and expertly written book covers a lot of ground, ranging from classical linear pattern identification techniques to more modern machine learning, illustrated with examples from weather & climate science. It will be very valuable both as a tutorial for graduate and postgraduate students and as a reference text for researchers and practitioners in the field. - Frank Kwasniok, College of Engineering, University of Exeter, U.K.

Critical Fire Weather Patterns in the Conterminous United States

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Publisher :
ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Critical Fire Weather Patterns in the Conterminous United States by : Mark J. Schroeder

Download or read book Critical Fire Weather Patterns in the Conterminous United States written by Mark J. Schroeder and published by . This book was released on 1969 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Attribution of Extreme Weather Events in the Context of Climate Change

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Publisher : National Academies Press
ISBN 13 : 0309380979
Total Pages : 187 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Attribution of Extreme Weather Events in the Context of Climate Change by : National Academies of Sciences, Engineering, and Medicine

Download or read book Attribution of Extreme Weather Events in the Context of Climate Change written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2016-07-28 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: As climate has warmed over recent years, a new pattern of more frequent and more intense weather events has unfolded across the globe. Climate models simulate such changes in extreme events, and some of the reasons for the changes are well understood. Warming increases the likelihood of extremely hot days and nights, favors increased atmospheric moisture that may result in more frequent heavy rainfall and snowfall, and leads to evaporation that can exacerbate droughts. Even with evidence of these broad trends, scientists cautioned in the past that individual weather events couldn't be attributed to climate change. Now, with advances in understanding the climate science behind extreme events and the science of extreme event attribution, such blanket statements may not be accurate. The relatively young science of extreme event attribution seeks to tease out the influence of human-cause climate change from other factors, such as natural sources of variability like El Niño, as contributors to individual extreme events. Event attribution can answer questions about how much climate change influenced the probability or intensity of a specific type of weather event. As event attribution capabilities improve, they could help inform choices about assessing and managing risk, and in guiding climate adaptation strategies. This report examines the current state of science of extreme weather attribution, and identifies ways to move the science forward to improve attribution capabilities.

Encyclopedia of World Climatology

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Publisher : Springer Science & Business Media
ISBN 13 : 1402032641
Total Pages : 873 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Encyclopedia of World Climatology by : John E. Oliver

Download or read book Encyclopedia of World Climatology written by John E. Oliver and published by Springer Science & Business Media. This book was released on 2008-04-23 with total page 873 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, given the well-publicized impacts of events such as El Niño, there is an unequaled public awareness of how climate affects the quality of life and environment. Such awareness has created an increasing demand for accurate climatological information. This information is now available in one convenient, accessible source, the Encyclopedia of World Climatology. This comprehensive volume covers all the main subfields of climatology, supplies information on climates in major continental areas, and explains the intricacies of climatic processes. The level of presentation will meet the needs of specialists, university students, and educated laypersons. A successor to the 1986 Encyclopedia of Climatology, this compendium provides a clear explanation of current knowledge and research directions in modern climatology. This new encyclopedia emphasizes climatological developments that have evolved over the past twenty years. It offers more than 200 informative articles prepared by 150 experts on numerous subjects, ranging from standard areas of study to the latest research studies. The relationship between climatology and both physical and social science is fully explored, as is the significance of climate for our future well-being. The information is organized for speedy access. Entries are conveniently arranged in alphabetical order, thoroughly indexed, and cross-referenced. Every entry contains useful citations to additional source materials. The Editor John E. Oliver is Professor Emeritus at Indiana State University. He holds a B.Sc. from London University, and a MA and Ph.D from Columbia University. He taught at Columbia University and then at Indiana State where he was formerly Chair of the Geography-Geology Department, and Assoc iate Dean, College of Arts and Sciences. He has written many books and journal articles in Climatology, Applied Climatology and Physical Geography.

Encyclopedia of Coastal Science

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Publisher : Springer Science & Business Media
ISBN 13 : 1402038801
Total Pages : 1243 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Encyclopedia of Coastal Science by : M. Schwartz

Download or read book Encyclopedia of Coastal Science written by M. Schwartz and published by Springer Science & Business Media. This book was released on 2006-11-08 with total page 1243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new Encyclopedia of Coastal Science stands as the latest authoritative source in the field of coastal studies, making it the standard reference work for specialists and the interested lay person. Unique in its interdisciplinary approach. This Encyclopedia features contributions by 245 well-known international specialists in their respective fields and is abundantly illustrated with line-drawings and photographs. Not only does this volume offer an extensive number of entries, it also includes various appendices, an illustrated glossary of coastal morphology and extensive bibliographic listings.

Weather: Spaces, Mobilities and Affects

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Publisher : Routledge
ISBN 13 : 1000297322
Total Pages : 284 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Weather: Spaces, Mobilities and Affects by : Kaya Barry

Download or read book Weather: Spaces, Mobilities and Affects written by Kaya Barry and published by Routledge. This book was released on 2020-12-17 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book delves into the everyday spaces, diverse mobilities and affective potency of weather. It presents cutting-edge research into the multiplicity of weather phenomena and analyses the lived experiences of humans in conjunction with contemporary issues, notably climate change. The book considers how everyday experiences of weather in the mundane lives of people are linked to broader changes in weather patterns and climate change. Heat, dust, ice, snow, precipitation, sunlight, clouds, tides and fog are states of weather that impact on the ways in which humans become intertwined with landscapes. Our experiences with weather are diverse and ever-changing, and engaging with weather entangles humans with mobilities, materials and landscapes. This book thus explores affective and sensory resonances, drawing upon a variety of theoretical, empirical and creative material to investigate how weather is perceived in different social and cultural contexts. Key themes focus on the mobilities generated by weather, the affective and sensual potency of weather, and the diverse cultural forms and practices that exemplify how weather is historically, geographically and artistically represented. Offering a social and cultural understanding of weather events, this book contributes to a growing literature on weather across various disciplines, including human geography and cultural geography, and will thus appeal to students and scholars of geography, sociology, humanities, cultural studies and the arts.

Introduction to Maryland

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Publisher : Gilad James Mystery School
ISBN 13 : 6708105934
Total Pages : 107 pages
Book Rating : 4.7/5 (81 download)

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Book Synopsis Introduction to Maryland by : Gilad James, PhD

Download or read book Introduction to Maryland written by Gilad James, PhD and published by Gilad James Mystery School. This book was released on with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maryland is a state located in the mid-Atlantic region of the United States. It is bordered by Delaware to the east, Virginia to the south, West Virginia to the west, and Pennsylvania to the north. The state's largest city and capital is Annapolis, while the largest city by population is Baltimore. Founded in 1634, Maryland was a haven for English Catholics who faced persecution in England. The colony was named after Queen Henrietta Maria, the wife of King Charles I. During the American Revolution, Maryland played a vital role in the fight for independence. The state was the site of several key battles, including the Battle of Baltimore in 1814, which inspired Francis Scott Key to write "The Star-Spangled Banner". Today, Maryland is known for its bustling cities, historic landmarks, and scenic natural areas. The state's economy is diverse, with industries such as agriculture, manufacturing, and technology contributing to its growth. Maryland is also home to several renowned universities, including Johns Hopkins University and the University of Maryland.

How the World Will Change with Global Warming

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Publisher : How the World will Change
ISBN 13 : 9979547278
Total Pages : 170 pages
Book Rating : 4.9/5 (795 download)

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Book Synopsis How the World Will Change with Global Warming by : Trausti Valsson

Download or read book How the World Will Change with Global Warming written by Trausti Valsson and published by How the World will Change. This book was released on 2006 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hotter summers and milder winters have already made most of us aware of what scientists say is a trend towards extensive global warming. Most of the experts accompany their predictions with dire warnings of the resulting rising sea levels and spreading deserts. Trausti Valsson's approach to the problem of global warming is a refreshing look at the advantages that will ensue. With the melting of the sea ice in the north, shipping routes will regularly include the passage north of Siberia and, slightly later, a north-west passage through the Canadian Archipelago. This means that countries bordering the Pacific and Atlantic Oceans will become "closer" to each other and that ships too wide for the Panama and Suez Canals can easily transport oil and other cargoes via the shorter routes over the Arctic Ocean. The warming climate and melting ice will make oil and mineral resources in northern areas easily accessible for exploitation and will make the far north comfortable for human habitation, replacing the living spaces around the central areas of the globe that will become too hot for habitation. Valsson recognizes the fact that the world's climate has changed many times in the past and that the present warming trend is not new. However, he underlines the importance of the international agreements for reducing greenhouse gas emissions, which are largely to blame for the current warming trend. He also promotes the view that even in the face of the very many negative consequences, we need to maintain a positive attitude towards the changes that are coming upon us, a refreshing view which he presents through text and a wealth of informative maps.

Climate and Social Stress

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Publisher : National Academies Press
ISBN 13 : 0309278562
Total Pages : 253 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Climate and Social Stress by : National Research Council

Download or read book Climate and Social Stress written by National Research Council and published by National Academies Press. This book was released on 2013-02-14 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change can reasonably be expected to increase the frequency and intensity of a variety of potentially disruptive environmental events-slowly at first, but then more quickly. It is prudent to expect to be surprised by the way in which these events may cascade, or have far-reaching effects. During the coming decade, certain climate-related events will produce consequences that exceed the capacity of the affected societies or global systems to manage; these may have global security implications. Although focused on events outside the United States, Climate and Social Stress: Implications for Security Analysis recommends a range of research and policy actions to create a whole-of-government approach to increasing understanding of complex and contingent connections between climate and security, and to inform choices about adapting to and reducing vulnerability to climate change.

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Author :
Publisher : Soffer Publishing
ISBN 13 :
Total Pages : 91 pages
Book Rating : 4./5 ( download)

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Book Synopsis by :

Download or read book written by and published by Soffer Publishing. This book was released on with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt:

El Niño Southern Oscillation in a Changing Climate

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Publisher : John Wiley & Sons
ISBN 13 : 1119548128
Total Pages : 528 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis El Niño Southern Oscillation in a Changing Climate by : Michael J. McPhaden

Download or read book El Niño Southern Oscillation in a Changing Climate written by Michael J. McPhaden and published by John Wiley & Sons. This book was released on 2020-11-24 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive and up-to-date information on Earth’s most dominant year-to-year climate variation The El Niño Southern Oscillation (ENSO) in the Pacific Ocean has major worldwide social and economic consequences through its global scale effects on atmospheric and oceanic circulation, marine and terrestrial ecosystems, and other natural systems. Ongoing climate change is projected to significantly alter ENSO's dynamics and impacts. El Niño Southern Oscillation in a Changing Climate presents the latest theories, models, and observations, and explores the challenges of forecasting ENSO as the climate continues to change. Volume highlights include: Historical background on ENSO and its societal consequences Review of key El Niño (ENSO warm phase) and La Niña (ENSO cold phase) characteristics Mathematical description of the underlying physical processes that generate ENSO variations Conceptual framework for understanding ENSO changes on decadal and longer time scales, including the response to greenhouse gas forcing ENSO impacts on extreme ocean, weather, and climate events, including tropical cyclones, and how ENSO affects fisheries and the global carbon cycle Advances in modeling, paleo-reconstructions, and operational climate forecasting Future projections of ENSO and its impacts Factors influencing ENSO events, such as inter-basin climate interactions and volcanic eruptions The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals. Find out more about this book from this Q&A with the editors.

Weather Situations in Alaska During the Occurrences of Specific Baric Weather Patterns

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Publisher :
ISBN 13 :
Total Pages : 298 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Weather Situations in Alaska During the Occurrences of Specific Baric Weather Patterns by : United States. Environmental Data Service

Download or read book Weather Situations in Alaska During the Occurrences of Specific Baric Weather Patterns written by United States. Environmental Data Service and published by . This book was released on 1969 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Florida Weather and Climate

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Publisher :
ISBN 13 : 9780813054445
Total Pages : 0 pages
Book Rating : 4.0/5 (544 download)

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Book Synopsis Florida Weather and Climate by : Jennifer M. Collins

Download or read book Florida Weather and Climate written by Jennifer M. Collins and published by . This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this work, Collins, Rohli, and Paxton cover topics including geographical setting, weather fronts, the sun, thundershowers, hurricanes, tropical breezes, and tornadoes. The work also looks to the future of Florida's climate, examining the long-term implications of issues such as global warmings and natural disasters.

Water Resources Research Catalog

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Publisher :
ISBN 13 :
Total Pages : 1464 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Water Resources Research Catalog by :

Download or read book Water Resources Research Catalog written by and published by . This book was released on 1966 with total page 1464 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Oxford Weather and Climate Since 1767

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Publisher :
ISBN 13 : 0198834632
Total Pages : 530 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis Oxford Weather and Climate Since 1767 by : Stephen Burt

Download or read book Oxford Weather and Climate Since 1767 written by Stephen Burt and published by . This book was released on 2019 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Radcliffe Observatory possesses the longest continuous series of single-site weather records in the British Isles, and one of the longest in the world. The book comprises weather commentaries by month and season, a chronology of notable weather events in Oxford since the 17th Century, an analysis of climate change in Oxford over two centuries.

Under the Weather

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Publisher : National Academies Press
ISBN 13 : 0309072786
Total Pages : 161 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Under the Weather by : National Research Council

Download or read book Under the Weather written by National Research Council and published by National Academies Press. This book was released on 2001-06-29 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the dawn of medical science, people have recognized connections between a change in the weather and the appearance of epidemic disease. With today's technology, some hope that it will be possible to build models for predicting the emergence and spread of many infectious diseases based on climate and weather forecasts. However, separating the effects of climate from other effects presents a tremendous scientific challenge. Can we use climate and weather forecasts to predict infectious disease outbreaks? Can the field of public health advance from "surveillance and response" to "prediction and prevention?" And perhaps the most important question of all: Can we predict how global warming will affect the emergence and transmission of infectious disease agents around the world? Under the Weather evaluates our current understanding of the linkages among climate, ecosystems, and infectious disease; it then goes a step further and outlines the research needed to improve our understanding of these linkages. The book also examines the potential for using climate forecasts and ecological observations to help predict infectious disease outbreaks, identifies the necessary components for an epidemic early warning system, and reviews lessons learned from the use of climate forecasts in other realms of human activity.

Encyclopedia of Water Science (Print)

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Publisher : CRC Press
ISBN 13 : 9780824709488
Total Pages : 1114 pages
Book Rating : 4.7/5 (94 download)

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Book Synopsis Encyclopedia of Water Science (Print) by : Bobby A. Stewart

Download or read book Encyclopedia of Water Science (Print) written by Bobby A. Stewart and published by CRC Press. This book was released on 2003-07-31 with total page 1114 pages. Available in PDF, EPUB and Kindle. Book excerpt: PRINT/ONLINE PRICING OPTIONS AVAILABLE UPON REQUEST AT [email protected]