Statistical Methods for Climate Scientists - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Methods for Climate Scientists write by Timothy DelSole. This book was released on 2022-02-24. Statistical Methods for Climate Scientists available in PDF, EPUB and Kindle. An accessible introduction to statistical methods for students in the climate sciences.
Statistical Analysis in Climate Research
Statistical Analysis in Climate Research - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Analysis in Climate Research write by Hans von Storch. This book was released on 2002-02-21. Statistical Analysis in Climate Research available in PDF, EPUB and Kindle. Climatology is, to a large degree, the study of the statistics of our climate. The powerful tools of mathematical statistics therefore find wide application in climatological research. The purpose of this book is to help the climatologist understand the basic precepts of the statistician's art and to provide some of the background needed to apply statistical methodology correctly and usefully. The book is self contained: introductory material, standard advanced techniques, and the specialised techniques used specifically by climatologists are all contained within this one source. There are a wealth of real-world examples drawn from the climate literature to demonstrate the need, power and pitfalls of statistical analysis in climate research. Suitable for graduate courses on statistics for climatic, atmospheric and oceanic science, this book will also be valuable as a reference source for researchers in climatology, meteorology, atmospheric science, and oceanography.
Statistical Analysis of Climate Extremes
Statistical Analysis of Climate Extremes - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Analysis of Climate Extremes write by Manfred Mudelsee. This book was released on 2020. Statistical Analysis of Climate Extremes available in PDF, EPUB and Kindle. The risks posed by climate change and its effect on climate extremes are an increasingly pressing societal problem. This book provides an accessible overview of the statistical analysis methods which can be used to investigate climate extremes and analyse potential risk. The statistical analysis methods are illustrated with case studies on extremes in the three major climate variables: temperature, precipitation, and wind speed. The book also provides datasets and access to appropriate analysis software, allowing the reader to replicate the case study calculations. Providing the necessary tools to analyse climate risk, this book is invaluable for students and researchers working in the climate sciences, as well as risk analysts interested in climate extremes.
Statistical Analysis of Climate Series
Statistical Analysis of Climate Series - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Analysis of Climate Series write by Helmut Pruscha. This book was released on 2012-10-30. Statistical Analysis of Climate Series available in PDF, EPUB and Kindle. The book presents the application of statistical methods to climatological data on temperature and precipitation. It provides specific techniques for treating series of yearly, monthly and daily records. The results’ potential relevance in the climate context is discussed. The methodical tools are taken from time series analysis, from periodogram and wavelet analysis, from correlation and principal component analysis, and from categorical data and event-time analysis. The applied models are - among others - the ARIMA and GARCH model, and inhomogeneous Poisson processes. Further, we deal with a number of special statistical topics, e.g. the problem of trend-, season- and autocorrelation-adjustment, and with simultaneous statistical inference. Programs in R and data sets on climate series, provided at the author’s homepage, enable readers (statisticians, meteorologists, other natural scientists) to perform their own exercises and discover their own applications.
Statistical Downscaling and Bias Correction for Climate Research
Statistical Downscaling and Bias Correction for Climate Research - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Downscaling and Bias Correction for Climate Research write by Douglas Maraun. This book was released on 2018-01-18. Statistical Downscaling and Bias Correction for Climate Research available in PDF, EPUB and Kindle. A comprehensive and practical guide, providing technical background and user context for researchers, graduate students, practitioners and decision makers. This book presents the main approaches and describes their underlying assumptions, skill and limitations. Guidelines for the application of downscaling and the use of downscaled information in practice complete the volume.
