| Course title | |||||
| 環境資源科学特別講義Ⅰ [Special Lecture on Environmental Sciences and Natural Resources I] | |||||
| Course category | Requirement | Credit | 0.5 | ||
| Department | Year | 3～ | Semester | Fall | |
| Course type | Fall | Course code | 01EN3228 | ||
| Instructor(s) | |||||
| 服部 祐介, 高栁 正夫 [HATTORI Yusuke, TAKAYANAGI Masao] | |||||
| Facility affiliation | United Graduate School Agricultural Science | Office | Email address | ||
| Course description |
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This lecture is given as an intensive lecture by Prof. Yusuke Hattori of School of Pharmaceutical Sciences, Musashino University. Near-infrared (NIR) spectroscopy is one of the spectroscopic techniques used in various fields such as agriculture, industry, medicine, environmental science and so on.NIR spectroscopy is an excellent spectroscopic technique in various points. Quantitative and qualitative information of molecules can be acquired by the spectroscopy as well as by mid-infrared spectroscopy. Spectra of samples containing water such as living bodies and plants because NIR radiation can penetrate the samples. However, it is difficult to identify and assign the peaks in NIR spectra; special techniques are needed to analyze the spectra. Multivariate analysis, particularly Partial Least Squares Regression (PLSR), is most frequently used as the technique for the analyses. This special lecture aims the understand the followings. 1. Principles of NIR spectroscopy 2. Principles of PLSR 3. Applications of NIR spectroscopy and PLSR |
| Expected Learning |
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Deep understanding of the following points. 1. Comparison of the characteristics of NIR spectroscopy with other spectroscopic techniques such as that of IR spectroscopy 2. Advantages and disadvantages of applying NIR spectroscopy 3. Principle of PLSR for understanding the results obtained by PLRS |
| Course schedule |
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(1) Basic principles of NIR spectroscopy Absorption of light / harmonic and unharmonic molecular vibrations (2) NIR spectrophotometer Mechanisms of the equipment (dispersion type and Fourier transform type) (3) Multivariate analysis and principles of PLS Calculations of matrix / orthogonal decomposition / Principal component analysis / Preprocessing of spectra (4) Examples of applications of NIR spectroscopy and PLSR Monitoring and control of pharmaceutical manufacturing process |
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| Lecture Language |
| Japanese |
| Language Subject |
| Last update |
| 4/24/2018 9:51:06 AM |