A Guide To Empirical Orthogonal Functions For Climate Data Analysis

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A Guide To Empirical Orthogonal Functions For Climate Data Analysis
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Author : Antonio Navarra
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-04-05
A Guide To Empirical Orthogonal Functions For Climate Data Analysis written by Antonio Navarra and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-05 with Science categories.
Climatology and meteorology have basically been a descriptive science until it became possible to use numerical models, but it is crucial to the success of the strategy that the model must be a good representation of the real climate system of the Earth. Models are required to reproduce not only the mean properties of climate, but also its variability and the strong spatial relations between climate variability in geographically diverse regions. Quantitative techniques were developed to explore the climate variability and its relations between different geographical locations. Methods were borrowed from descriptive statistics, where they were developed to analyze variance of related observations-variable pairs, or to identify unknown relations between variables. A Guide to Empirical Orthogonal Functions for Climate Data Analysis uses a different approach, trying to introduce the reader to a practical application of the methods, including data sets from climate simulations and MATLAB codes for the algorithms. All pictures and examples used in the book may be reproduced by using the data sets and the routines available in the book . Though the main thrust of the book is for climatological examples, the treatment is sufficiently general that the discussion is also useful for students and practitioners in other fields. Supplementary datasets are available via http://extra.springer.com
Statistical Methods In The Atmospheric Sciences
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Author : Daniel S. Wilks
language : en
Publisher: Elsevier
Release Date : 2019-06-09
Statistical Methods In The Atmospheric Sciences written by Daniel S. Wilks and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-09 with Science categories.
Statistical Methods in the Atmospheric Sciences, Fourth Edition, continues the tradition of trying to meet the needs of students, researchers and operational practitioners. This updated edition not only includes expanded sections built upon the strengths of the prior edition, but also provides new content where there have been advances in the field, including Bayesian analysis, forecast verification and a new chapter dedicated to ensemble forecasting. - Provides a strong, yet concise, introduction to applied statistics that is specific to atmospheric science - Contains revised and expanded sections on nonparametric tests, test multiplicity and quality uncertainty descriptors - Includes new sections on ANOVA, quantile regression, the lasso and other regularization methods, regression trees, changepoint detection, ensemble forecasting and exponential smoothing
Time Series Data Analysis In Oceanography
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Author : Chunyan Li
language : en
Publisher: Cambridge University Press
Release Date : 2022-05-05
Time Series Data Analysis In Oceanography written by Chunyan Li and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-05 with Computers categories.
Textbook for students and researchers in oceanography and Earth science on theory and practice of time series analysis using MATLAB.
Tropical And Extratropical Air Sea Interactions
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Author : Swadhin Kumar Behera
language : en
Publisher: Elsevier
Release Date : 2020-11-18
Tropical And Extratropical Air Sea Interactions written by Swadhin Kumar Behera and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-18 with Science categories.
Tropical and Extratropical Air-Sea Interactions: Modes of Climate Variations provides a thorough introduction to global atmospheric and oceanic processes, as well as tropical, subtropical and mid-latitude ocean-atmosphere interactions. Written by leading experts in the field, each chapter is dedicated to a specific topic of air-sea interactions (such as ENSO, IOD, Atlantic Nino, ENSO Modoki, and newly discovered coastal Niños/Niñas) and their teleconnections. As the first book to cover all topics of tropical and extra-tropical air-sea interactions and new modes of climate variations, this book is an excellent resource for researchers and students of ocean, atmospheric and climate sciences. - Presents case studies on the ocean-atmosphere phenomena, including El Nino Southern Oscillation (ENSO), Indian Ocean Dipole and different Nino/Nina phenomena - Provides a clear description of air-sea relationships across the world's ocean with an analysis of air-sea relations in different time scales and a focus on climate change - Includes prospects for air-sea interaction research, thus benefiting young researchers and students
Microclimate And Local Climate
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Author : Roger G. Barry
language : en
Publisher: Cambridge University Press
Release Date : 2016-05-23
Microclimate And Local Climate written by Roger G. Barry and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-23 with Nature categories.
This book provides an up-to-date, comprehensive treatment of microclimate and local climate. It describes and explains the climate within the lower atmosphere and upper soil, the region critical to life on Earth. It is invaluable for advanced students and researchers in climatology, environmental science, geography, meteorology, agricultural science, and forestry.
Research And Management Of Eutrophication In Coastal Ecosystems
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Author : Jesper H. Andersen
language : en
Publisher: Frontiers Media SA
Release Date : 2020-01-20
Research And Management Of Eutrophication In Coastal Ecosystems written by Jesper H. Andersen and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-20 with categories.
Topics In Climate Modeling
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Author : Theodore V Hromadka II
language : en
Publisher: BoD – Books on Demand
Release Date : 2016-10-05
Topics In Climate Modeling written by Theodore V Hromadka II and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-05 with Science categories.
The topics of climate change, weather prediction, atmospheric sciences and other related fields are gaining increased attention due to the possible impacts of changes in climate and weather upon the planet. Concurrently, the increasing ability to computationally model the governing partial differential equations that describe these various topics of climate has gained a great deal of attention as well. In the current book, several aspects of these topics are examined to provide another stepping stone in recent advances in the fields of study and also focal points of endeavor in the evolving technology.
Impact Of Climate Change On Water Resources
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Author : Komaragiri Srinivasa Raju
language : en
Publisher: Springer
Release Date : 2017-12-29
Impact Of Climate Change On Water Resources written by Komaragiri Srinivasa Raju and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-29 with Science categories.
This book gives an overview of various aspects of climate change by integrating global climate models, downscaling approaches, and hydrological models. It also covers themes that help in understanding climate change in a holistic manner. The book includes worked-out examples, revision questions, exercise problems, and case studies, making it relevant for use as a textbook in graduate courses and professional development programs. The book will serve well researchers, students, as well as professionals working in the area of hydroclimatology.
Social And Ecological System Dynamics
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Author : Krystyna Stave
language : en
Publisher: Springer
Release Date : 2017-04-06
Social And Ecological System Dynamics written by Krystyna Stave and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-06 with Technology & Engineering categories.
This book is a social—ecological system description and feedback analysis of the Lake Tana Basin, the headwater catchment of the Upper Blue Nile River. This basin is an important local, national, and international resource, and concern about its sustainable development is growing at many levels. Lake Tana Basin outflows of water, sediments, nutrients, and contaminants affect water that flows downstream in the Blue Nile across international boundaries into the Nile River; the lake and surrounding land have recently been proposed as a UNESCO Biosphere Reserve; the basin has been designated as a key national economic growth corridor in the Ethiopian Growth and Transformation Plan. In spite of the Lake Tana Basin’s importance, there is no comprehensive, integrated, system-wide description of its characteristics and dynamics that can serve as a basis for its sustainable development. This book presents both the social and ecological characteristics of the region and an integrated, system-wide perspective of the feedback links that shape social and ecological change in the basin. Finally, it summarizes key research needs for sustainable development.
Networks In Climate
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Author : Henk A. Dijkstra
language : en
Publisher: Cambridge University Press
Release Date : 2019-02-28
Networks In Climate written by Henk A. Dijkstra and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-28 with Nature categories.
Overview of applications of network theory to climate science, for researchers and students, and anyone interested in network science.