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光生物反应器中光分布的图像分析。

Image analysis of light distribution in a photobioreactor.

作者信息

Jung Sang-Kyu, Lee Sun Bok

机构信息

Department of Chemical Engineering and Division of Molecular and Life Sciences, Pohang University of Science and Technology, San 31, Hyoja-Dong, Pohang 790-784, Korea.

出版信息

Biotechnol Bioeng. 2003 Nov 5;84(3):394-7. doi: 10.1002/bit.10766.

Abstract

Light intensity is a crucial factor that determines the growth of photosynthetic cells. This study analyzed the light distribution in a photobioreactor by processing images, captured with a digital camera, of a rectangular photobioreactor containing Synechococcus sp. PCC6801 as a model microorganism. The gray-scale images obtained clearly demonstrate the variation of the light-distribution profiles upon changing cell concentrations and external light intensity. Image-processing techniques were also used to predict the cell density in the photobioreactor. By analyzing the digitized image data with a neural network model, we were able to predict the cell concentrations in the photobioreactor with a <5% error.

摘要

光强是决定光合细胞生长的关键因素。本研究通过处理数码相机拍摄的含有聚球藻属PCC6801作为模式微生物的矩形光生物反应器的图像,分析了光生物反应器中的光分布。所获得的灰度图像清楚地表明了随着细胞浓度和外部光强的变化,光分布曲线的变化。图像处理技术还用于预测光生物反应器中的细胞密度。通过使用神经网络模型分析数字化图像数据,我们能够以小于5%的误差预测光生物反应器中的细胞浓度。

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