Quantitative Infrared Spectroscopy in Challenging Environments: Applications to Passive Remote Sensing and Process Monitoring

Abstract

Chemometrics is a discipline of chemistry which uses mathematical and statistical tools to help in the extraction of chemical information from measured data. With the assistance of chemometric methods, infrared (IR) spectroscopy has become a widely applied quantitative analysis tool. This dissertation explores two challenging applications of IR spectroscopy facilitated by chemometric methods: (1) passive Fourier transform (FT) remote sensing and (2) process monitoring by near-infrared (NIR) spectroscopy.

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 2012
Accession Number
ADA580543

Entities

People

  • Qiaohan Guo

Organizations

  • University of Iowa

Tags

Communities of Interest

  • Advanced Electronics
  • Energy and Power Technologies
  • Ground and Sea Platforms
  • Sensors

DTIC Thesaurus Topics

  • Alcohols
  • Artificial Intelligence
  • Chemical Synthesis
  • Chemistry
  • Computational Science
  • Data Analysis
  • Data Science
  • Factor Analysis
  • Fungi
  • Information Processing
  • Information Science
  • Measurement
  • Particle Swarm Optimization
  • Remote Sensing
  • Signal Processing
  • Spectroscopy
  • Transducers

Fields of Study

  • Chemistry

Readers

  • Computational Modeling and Simulation
  • Image Processing and Computer Vision.