Resolving Spectral Mixtures

Written By Anonim
Resolving Spectral Mixtures
  • Publsiher : Elsevier
  • Release : 13 August 2016
  • ISBN : 0444636447
  • Pages : 674 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Resolving Spectral Mixtures written by Anonim which was release on 13 August 2016, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Resolving Spectral Mixtures: With Applications from Ultrafast Time-Resolved Spectroscopy to Superresolution Imaging offers a comprehensive look into the most important models and frameworks essential to resolving the spectral unmixing problem—from multivariate curve resolution and multi-way analysis to Bayesian positive source separation and nonlinear unmixing. Unravelling total spectral data into the contributions from individual unknown components with limited prior information is a complex problem that has attracted continuous interest for almost four decades. Spectral unmixing is a topic of interest in statistics, chemometrics, signal processing, and image analysis. For decades, researchers from these fields were often unaware of the work in other disciplines due to their different scientific and technical backgrounds and interest in different objects or samples. This led to the development of quite different approaches to solving the same problem. This multi-authored book will bridge the gap between disciplines with contributions from a number of well-known and strongly active chemometric and signal processing research groups. Among chemists, multivariate curve resolution methods are preferred to extract information about the nature, amount, and location in time (process) and space (imaging and microscopy) of chemical constituents in complex samples. In signal processing, assumptions are usually around statistical independence of the extracted components. However, the chapters include the complexity of the spectral data to be unmixed as well as dimensionality and size of the data sets. Advanced spectroscopy is the key thread linking the different chapters. Applications cover a large part of the electromagnetic spectrum. Time-resolution ranges from femtosecond to second in process spectroscopy and spatial resolution covers the submicronic to macroscopic scale in hyperspectral imaging. Demonstrates how and why data analysis, signal processing, and chemometrics are essential to the spectral unmixing problem Guides the reader through the fundamentals and details of the different methods Presents extensive plots, graphical representations, and illustrations to help readers understand the features of different techniques and to interpret results Bridges the gap between disciplines with contributions from a number of well-known and highly active chemometric and signal processing research groups

Resolving Spectral Mixtures

Resolving Spectral Mixtures
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2016-08-13
  • Total pages : 674
  • ISBN : 0444636447
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Summary : Resolving Spectral Mixtures: With Applications from Ultrafast Time-Resolved Spectroscopy to Superresolution Imaging offers a comprehensive look into the most important models and frameworks essential to resolving the spectral unmixing problem—from multivariate curve resolution and multi-way analysis to Bayesian positive source separation and nonlinear unmixing. Unravelling total spectral data into ...

Hyperspectral Imaging

Hyperspectral Imaging
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2019-09-29
  • Total pages : 800
  • ISBN : 0444636447
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Summary : Hyperspectral Imaging, Volume 32, presents a comprehensive exploration of the different analytical methodologies applied on hyperspectral imaging and a state-of-the-art analysis of applications in different scientific and industrial areas. This book presents, for the first time, a comprehensive collection of the main multivariate algorithms used for hyperspectral image analysis in different ...

21st Century Nanoscience A Handbook

21st Century Nanoscience   A Handbook
  • Author : Klaus D. Sattler
  • Publisher : CRC Press
  • Release Date : 2020-04-02
  • Total pages : 440
  • ISBN : 0444636447
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Summary : This up-to-date reference is the most comprehensive summary of the field of nanoscience and its applications. It begins with fundamental properties at the nanoscale and then goes well beyond into the practical aspects of the design, synthesis, and use of nanomaterials in various industries. It emphasizes the vast strides made ...

21st Century Nanoscience

21st Century Nanoscience
  • Author : Klaus D. Sattler
  • Publisher : CRC Press
  • Release Date : 2021-11-05
  • Total pages : 4142
  • ISBN : 0444636447
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Summary : This 21st Century Nanoscience Handbook will be the most comprehensive, up-to-date large reference work for the field of nanoscience. Handbook of Nanophysics, by the same editor, published in the fall of 2010, was embraced as the first comprehensive reference to consider both fundamental and applied aspects of nanophysics. This follow-up project ...

Comprehensive Chemometrics

Comprehensive Chemometrics
  • Author : Steven Brown,Roma Tauler,Beata Walczak
  • Publisher : Elsevier
  • Release Date : 2020-05-26
  • Total pages : 2944
  • ISBN : 0444636447
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Summary : Comprehensive Chemometrics, Second Edition features expanded and updated coverage, along with new content that covers advances in the field since the previous edition published in 2009. Subject of note include updates in the fields of multidimensional and megavariate data analysis, omics data analysis, big chemical and biochemical data analysis, data fusion ...

Chemometrics based Spectroscopy for Pharmaceutical and Biomedical Analysis

Chemometrics based Spectroscopy for Pharmaceutical and Biomedical Analysis
  • Author : Hoang Vu Dang,Federico Marini
  • Publisher : Frontiers Media SA
  • Release Date : 2019-04-17
  • Total pages : 177
  • ISBN : 0444636447
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Summary : Chemometrics is the application of mathematics and statistics to chemical data in order to design or select optimal experimental procedures, to provide maximum relevant information, and to obtain knowledge about systems under study. This chemical discipline has constantly developed to become a mature field of Analytical Chemistry after its inception ...

Process Systems Engineering for Pharmaceutical Manufacturing

Process Systems Engineering for Pharmaceutical Manufacturing
  • Author : Ravendra Singh,Zhihong Yuan
  • Publisher : Elsevier
  • Release Date : 2018-03-16
  • Total pages : 698
  • ISBN : 0444636447
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Summary : Process Systems Engineering for Pharmaceutical Manufacturing: From Product Design to Enterprise-Wide Decisions, Volume 41, covers the following process systems engineering methods and tools for the modernization of the pharmaceutical industry: computer-aided pharmaceutical product design and pharmaceutical production processes design/synthesis; modeling and simulation of the pharmaceutical processing unit operation, integrated flowsheets ...

Synchrotron Radiation Science and Applications

Synchrotron Radiation Science and Applications
  • Author : Andrea Di Cicco,Gabriele Giuli,Angela Trapananti
  • Publisher : Springer Nature
  • Release Date : 2021-05-22
  • Total pages : 231
  • ISBN : 0444636447
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Summary : This book collects several contributions presented at the 2019 meeting of the Italian Synchrotron Radiation Society (SILS), held in Camerino, Italy, from 9 to 11 September 2019. Topics included are recent developments in synchrotron radiation facilities and instrumentation, novel methods for data analysis, applications in the fields of materials physics and chemistry, Earth and ...

Computer Control of Fermentation Processes

Computer Control of Fermentation Processes
  • Author : Daniel R. Omstead
  • Publisher : CRC Press
  • Release Date : 2020-11-26
  • Total pages : 360
  • ISBN : 0444636447
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Summary : The purpose of this volume is to describe the components, assembly, and implementation of computer-based process control systems. Presented in two sections, it illustrates how such systems have been used to monitor and control industrial fermentation processes as a means to improve our understanding of product biosynthesis. This book covers ...

Near Infrared Spectroscopy

Near Infrared Spectroscopy
  • Author : Yukihiro Ozaki,Christian Huck,Satoru Tsuchikawa,Søren Balling Engelsen
  • Publisher : Springer Nature
  • Release Date : 2020-11-13
  • Total pages : 593
  • ISBN : 0444636447
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Summary : This book provides knowledge of the basic theory, spectral analysis methods, chemometrics, instrumentation, and applications of near-infrared (NIR) spectroscopy—not as a handbook but rather as a sourcebook of NIR spectroscopy. Thus, some emphasis is placed on the description of basic knowledge that is important in learning and using NIR ...

Annual Reports on NMR Spectroscopy

Annual Reports on NMR Spectroscopy
  • Author : Graham A. Webb
  • Publisher : Academic Press
  • Release Date : 2008-10-13
  • Total pages : 224
  • ISBN : 0444636447
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Summary : The great importance of NMR in many areas of scientific research is once again highlighted in this volume of Annual Reports on NMR Spectroscopy. * Provides updates on the latest developments in NMR spectroscopy * Includes comprehensive review articles * Highlights the increasing importance of NMR spectroscopy as a technique for structural determination...

Spectral Mixture for Remote Sensing

Spectral Mixture for Remote Sensing
  • Author : Yosio Edemir Shimabukuro,Flávio Jorge Ponzoni
  • Publisher : Springer
  • Release Date : 2018-11-10
  • Total pages : 80
  • ISBN : 0444636447
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Summary : This book explains in a didactic way the basic concepts of spectral mixing, digital numbers and orbital sensors, and then presents the linear modelling technique of spectral mixing and the generation of fractional images. In addition to presenting a theoretical basis for spectral mixing, the book provides examples of practical ...

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 212
  • ISBN : 0444636447
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Summary : Download or read online Scientific and Technical Aerospace Reports written by , published by which was released on 1992. Get Scientific and Technical Aerospace Reports Books now! Available in PDF, ePub and Kindle....

Data Analysis for Omic Sciences Methods and Applications

Data Analysis for Omic Sciences  Methods and Applications
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2018-09-22
  • Total pages : 730
  • ISBN : 0444636447
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Summary : Data Analysis for Omic Sciences: Methods and Applications, Volume 82, shows how these types of challenging datasets can be analyzed. Examples of applications in real environmental, clinical and food analysis cases help readers disseminate these approaches. Chapters of note include an Introduction to Data Analysis Relevance in the Omics Era, Omics ...

Nuclear Magnetic Resonance

Nuclear Magnetic Resonance
  • Author : Vasudevan Ramesh
  • Publisher : Royal Society of Chemistry
  • Release Date : 2016-04-28
  • Total pages : 326
  • ISBN : 0444636447
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Summary : This volume will focus on a theme - NMR applications in industry and providing a comprehensive yet critical review of the current literature from various industries....