Study on Image Analysis Applied in γ-Linolenic Acid Production from Mucor rouxii
碩士 === 國立清華大學 === 化學工程學系 === 93 === Mucor rouxii BCRC 30546 is an oleaginous fungus producing considerable quantities of polyunsaturated fatty acids (PUFAs). γ-Linolenic acid (GLA) is one of essential fatty acid in the fungus. In researches about microbial PUFAs production, the analytical procedures...
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ndltd-TW-093NTHU50630612015-10-13T11:15:49Z http://ndltd.ncl.edu.tw/handle/01697632609336538675 Study on Image Analysis Applied in γ-Linolenic Acid Production from Mucor rouxii 以影像分析技術探討Mucorrouxii生產γ-次亞麻油酸之研究 Yi-Shih Sung 宋逸詩 碩士 國立清華大學 化學工程學系 93 Mucor rouxii BCRC 30546 is an oleaginous fungus producing considerable quantities of polyunsaturated fatty acids (PUFAs). γ-Linolenic acid (GLA) is one of essential fatty acid in the fungus. In researches about microbial PUFAs production, the analytical procedures of lipid content were complicated and time-consuming. In this work, we investigated the effects of various cultivation conditions on growth, morphology and lipid content and use a rapid analytical method, image analysis, to predict the fungal lipid productivity under various cultivation conditions and to replace the traditional microbial lipid analysis. We scanned the morphology by a flatbed scanner and analyzed time-course image data to obtained an index of lipid prediction by correlate the two morphological parameters, fungal area sum (Af) and skewness value (Sk) of shape factor of Aea/(Perimeter2), with total lipid contents under various culture condition. The index was an 1st-order plane equation (L = 1.141×Af + 0.434×Sk + 0.289, R2 = 0.950, L: total lipid content (g/L)) and the error percentage was range of -8.19 - 12.19 %. Wen-Teng Wu 吳文騰 2005 學位論文 ; thesis 70 zh-TW |
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碩士 === 國立清華大學 === 化學工程學系 === 93 === Mucor rouxii BCRC 30546 is an oleaginous fungus producing considerable quantities of polyunsaturated fatty acids (PUFAs). γ-Linolenic acid (GLA) is one of essential fatty acid in the fungus. In researches about microbial PUFAs production, the analytical procedures of lipid content were complicated and time-consuming. In this work, we investigated the effects of various cultivation conditions on growth, morphology and lipid content and use a rapid analytical method, image analysis, to predict the fungal lipid productivity under various cultivation conditions and to replace the traditional microbial lipid analysis.
We scanned the morphology by a flatbed scanner and analyzed time-course image data to obtained an index of lipid prediction by correlate the two morphological parameters, fungal area sum (Af) and skewness value (Sk) of shape factor of Aea/(Perimeter2), with total lipid contents under various culture condition. The index was an 1st-order plane equation (L = 1.141×Af + 0.434×Sk + 0.289, R2 = 0.950, L: total lipid content (g/L)) and the error percentage was range of -8.19 - 12.19 %.
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author2 |
Wen-Teng Wu |
author_facet |
Wen-Teng Wu Yi-Shih Sung 宋逸詩 |
author |
Yi-Shih Sung 宋逸詩 |
spellingShingle |
Yi-Shih Sung 宋逸詩 Study on Image Analysis Applied in γ-Linolenic Acid Production from Mucor rouxii |
author_sort |
Yi-Shih Sung |
title |
Study on Image Analysis Applied in γ-Linolenic Acid Production from Mucor rouxii |
title_short |
Study on Image Analysis Applied in γ-Linolenic Acid Production from Mucor rouxii |
title_full |
Study on Image Analysis Applied in γ-Linolenic Acid Production from Mucor rouxii |
title_fullStr |
Study on Image Analysis Applied in γ-Linolenic Acid Production from Mucor rouxii |
title_full_unstemmed |
Study on Image Analysis Applied in γ-Linolenic Acid Production from Mucor rouxii |
title_sort |
study on image analysis applied in γ-linolenic acid production from mucor rouxii |
publishDate |
2005 |
url |
http://ndltd.ncl.edu.tw/handle/01697632609336538675 |
work_keys_str_mv |
AT yishihsung studyonimageanalysisappliedinglinolenicacidproductionfrommucorrouxii AT sòngyìshī studyonimageanalysisappliedinglinolenicacidproductionfrommucorrouxii AT yishihsung yǐyǐngxiàngfēnxījìshùtàntǎomucorrouxiishēngchǎngcìyàmáyóusuānzhīyánjiū AT sòngyìshī yǐyǐngxiàngfēnxījìshùtàntǎomucorrouxiishēngchǎngcìyàmáyóusuānzhīyánjiū |
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