Resolving Spectral Mixtures

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

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  • Author : Anonim
  • Publisher : Elsevier
  • Pages : 674 pages
  • ISBN : 0444636447
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKResolving Spectral Mixtures

Resolving Spectral Mixtures

Resolving Spectral Mixtures
  • Author : Anonim
  • Publisher : Elsevier
  • Release : 13 August 2016
GET THIS BOOKResolving Spectral Mixtures

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

Hyperspectral Imaging

Hyperspectral Imaging
  • Author : Anonim
  • Publisher : Elsevier
  • Release : 29 September 2019
GET THIS BOOKHyperspectral Imaging

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 fields of application. The benefits, drawbacks and suitability of each are fully discussed, along with examples of their application. Users will find state-of-the art information on the machinery for hyperspectral

21st Century Nanoscience - A Handbook

21st Century Nanoscience - A Handbook
  • Author : Klaus D. Sattler
  • Publisher : CRC Press
  • Release : 02 April 2020
GET THIS BOOK21st Century Nanoscience - A Handbook

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 in the field over the past decade – the chapters focus on new, promising directions as well as emerging theoretical and experimental methods. The contents incorporate experimental data and graphs where

21st Century Nanoscience

21st Century Nanoscience
  • Author : Klaus D. Sattler
  • Publisher : CRC Press
  • Release : 05 November 2021
GET THIS BOOK21st Century Nanoscience

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 has been conceived as a necessary expansion and full update that considers the significant advances made in the field since 2010. It goes well beyond the physics as warranted by recent

Process Systems Engineering for Pharmaceutical Manufacturing

Process Systems Engineering for Pharmaceutical Manufacturing
  • Author : Ravendra Singh,Zhihong Yuan
  • Publisher : Elsevier
  • Release : 16 March 2018
GET THIS BOOKProcess Systems Engineering for Pharmaceutical Manufacturing

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 and applications for design, analysis, risk assessment, sensitivity analysis, optimization, design space identification and control system design; optimal operation, control and monitoring of pharmaceutical production processes; enterprise-wide optimization and supply

Synchrotron Radiation Science and Applications

Synchrotron Radiation Science and Applications
  • Author : Andrea Di Cicco,Gabriele Giuli,Angela Trapananti
  • Publisher : Springer Nature
  • Release : 22 May 2021
GET THIS BOOKSynchrotron Radiation Science and Applications

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 environmental science, coherence in x-ray experiments. The book is intended for advanced students and researchers interested in synchrotron-based techniques and their application in diverse fields.

Comprehensive Chemometrics

Comprehensive Chemometrics
  • Author : Steven Brown,Roma Tauler,Beata Walczak
  • Publisher : Elsevier
  • Release : 26 May 2020
GET THIS BOOKComprehensive Chemometrics

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 and sparse methods. The book follows a similar structure to the previous edition, using the same section titles to frame articles. Many chapters from the previous edition are updated, but

Data Analysis for Omic Sciences: Methods and Applications

Data Analysis for Omic Sciences: Methods and Applications
  • Author : Anonim
  • Publisher : Elsevier
  • Release : 22 September 2018
GET THIS BOOKData Analysis for Omic Sciences: Methods and Applications

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 Experimental Design and Data Acquisition, Microarrays Data, Analysis of High-Throughput RNA Sequencing Data, Analysis of High-Throughput DNA Bisulfite Sequencing Data, Data Quality Assessment in Untargeted LC-MS Metabolomic, Data Normalization and

Carotenoids

Carotenoids
  • Author : Dragan Cvetkovic,Goran Nikolic
  • Publisher : BoD – Books on Demand
  • Release : 14 June 2017
GET THIS BOOKCarotenoids

Carotenoids are one of the most widespread pigment groups distributed in nature; more than 700 natural carotenoids have been described so far. These pigments are known for versatile roles they play in living organisms; however, their most pivotal function is involvement in scavenging of reactive oxygen species and photoprotection. In the same time, carotenoids as natural pigments with important biological activities, such as antioxidant and provitamin A activity, have a great potential in the food, feed and pharmaceutical industries. They can

Near-Infrared Spectroscopy

Near-Infrared Spectroscopy
  • Author : Yukihiro Ozaki,Christian Huck,Satoru Tsuchikawa,Søren Balling Engelsen
  • Publisher : Springer Nature
  • Release : 13 November 2020
GET THIS BOOKNear-Infrared Spectroscopy

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 spectroscopy. The book also deals with applications for a variety of research fields that are very useful for a wide range of readers from graduate students to scientists and engineers

A Changing World

A Changing World
  • Author : Felix Kienast,Otto Wildi,Sucharita Ghosh
  • Publisher : Springer Science & Business Media
  • Release : 16 March 2007
GET THIS BOOKA Changing World

Modern landscape research uses a panoply of techniques to further our understanding of our changing world, including mathematics, statistics and advanced simulation techniques to combine empirical observations with known theories. This book identifies emerging fields and new challenges that are discussed within the framework of the ‘driving forces’ of Landscape Development. the book addresses all of the ‘hot topics’ in this important area of study and emphasizes major contemporary trends in these fields.

Remote Sensing of Urban and Suburban Areas

Remote Sensing of Urban and Suburban Areas
  • Author : Tarek Rashed,Carsten Jürgens
  • Publisher : Springer Science & Business Media
  • Release : 03 June 2010
GET THIS BOOKRemote Sensing of Urban and Suburban Areas

"Remote Sensing of Urban and Suburban Areas" provides instructors with a text reference that has a logical and easy-to-follow flow of topics around which they can structure the syllabi of their urban remote sensing courses. Topics have been chosen to bridge the gap between remote sensing and urban studies through a better understanding of the science that underlies both fields. In so doing, the book includes 17 chapters written by leading international experts in respected fields to provide a balanced coverage

Satellite Image Analysis: Clustering and Classification

Satellite Image Analysis: Clustering and Classification
  • Author : Surekha Borra,Rohit Thanki,Nilanjan Dey
  • Publisher : Springer
  • Release : 08 February 2019
GET THIS BOOKSatellite Image Analysis: Clustering and Classification

Thanks to recent advances in sensors, communication and satellite technology, data storage, processing and networking capabilities, satellite image acquisition and mining are now on the rise. In turn, satellite images play a vital role in providing essential geographical information. Highly accurate automatic classification and decision support systems can facilitate the efforts of data analysts, reduce human error, and allow the rapid and rigorous analysis of land use and land cover information. Integrating Machine Learning (ML) technology with the human visual

Applied Remote Sensing for Urban Planning, Governance and Sustainability

Applied Remote Sensing for Urban Planning, Governance and Sustainability
  • Author : Maik Netzband,William L. Stefanov,Charles Redman
  • Publisher : Springer Science & Business Media
  • Release : 10 December 2007
GET THIS BOOKApplied Remote Sensing for Urban Planning, Governance and Sustainability

This evaluation of the potential of remote sensing of urban areas helps to close a gap between the research-focused results offered by the "urban remote sensing" community, and the application of these data and products by the governing bodies of cities and urban regions. The authors present data from six urban regions worldwide. They explain what the important questions are, and how data and scientific skills can help answer them.

Comprehensive Remote Sensing

Comprehensive Remote Sensing
  • Author : Anonim
  • Publisher : Elsevier
  • Release : 08 November 2017
GET THIS BOOKComprehensive Remote Sensing

Comprehensive Remote Sensing covers all aspects of the topic, with each volume edited by well-known scientists and contributed to by frontier researchers. It is a comprehensive resource that will benefit both students and researchers who want to further their understanding in this discipline. The field of remote sensing has quadrupled in size in the past two decades, and increasingly draws in individuals working in a diverse set of disciplines ranging from geographers, oceanographers, and meteorologists, to physicists and computer scientists.