Luminescence: Data Analysis and Modeling Using R

This book provides an introduction to the applications of R in radiation dosimetry and luminescence dating,with over 90 detailed worked examples and extensive annotations. It covers theoretical background,data analysis,and Monte Carlo methods,making it useful for researchers in various fields.

Format: Paperback / softback
Length: 350 pages
Publication date: 12 May 2021
Publisher: Springer Nature Switzerland AG

This comprehensive book delves into the diverse applications of the R programming language in the realm of radiation dosimetry, encompassing a wide range of specialized areas such as luminescence dosimetry, luminescence dating, and radiation protection dosimetry. With over 90 meticulously detailed worked examples embedded directly into the text, accompanied by extensive annotations, it serves as a valuable resource for researchers seeking to leverage the power of R for analyzing their experimental data. The book demonstrates how researchers can utilize readily available R packages to efficiently extract and interpret the various parameters that characterize mathematically the luminescence signals generated during irradiation, heating, and optical stimulation of solids, across a diverse array of materials.

In order to provide a solid foundation for the theoretical aspects of the subject, each chapter begins with a concise summary of the theory, accompanied by comprehensive literature references. These references enable researchers to delve deeper into the intricacies of the theory and explore relevant experimental findings. Furthermore, several chapters are dedicated to the exploration of Monte Carlo methods, which are instrumental in simulating the complex luminescence processes that occur during irradiation, heating, and optical stimulation of solids. These methods offer a powerful tool for researchers to gain insights into the behavior of materials under different radiation conditions, facilitating a more comprehensive understanding of the underlying physics.

This book is of immense value to a wide range of professionals, including physicists, geologists, archaeologists, and researchers in various fields who utilize luminescence dosimetry tools. Its comprehensive coverage of R applications in radiation dosimetry, coupled with the detailed worked examples and extensive annotations, makes it an essential resource for advancing knowledge and understanding in this field. By leveraging the power of R, researchers can streamline their data analysis processes, extract meaningful insights, and contribute to the advancement of scientific research.

Weight: 582g
Dimension: 156 x 234 x 28 (mm)
ISBN-13: 9783030673109
Edition number: 1st ed. 2021