Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Imaging Biological Samples with Optical Microscopy01:18

Imaging Biological Samples with Optical Microscopy

Optical microscopy uses optic principles to provide detailed images of samples. Antonie van Leeuwenhoek designed the first compound optical microscope in the 17th century to visualize blood cells, bacteria, and yeast cells. In 1830, Joseph Jackson Lister created an essentially modern light microscope. The 20th century saw the development of microscopes with enhanced magnification and resolution.
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
Three-Dimensional Microscopy in Microbiology01:28

Three-Dimensional Microscopy in Microbiology

Three-dimensional imaging techniques are essential in cell biology, allowing researchers to visualize intricate cellular structures with high resolution. Two prominent methods, Differential Interference Contrast Microscopy (DIC) and Confocal Scanning Laser Microscopy (CSLM), provide distinct advantages for imaging live and thick specimens, respectively.Differential Interference Contrast MicroscopyDIC microscopy enhances contrast in transparent, unstained samples by converting phase...

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Hybrid modeling for industrial fermentation processes with an "Intra-Batch Experimental Design".

Journal of industrial microbiology & biotechnology·2026
Same author

Impact of Agitation Power Input on Aspergillus oryzae Metabolism: Application of Multi-Omics on an Industrial Enzyme Fermentation.

Biotechnology and bioengineering·2026
Same author

Modeling denitrification byproducts during bioelectrochemical denitrification mediated by hydrogen oxidizing bacteria.

Bioresource technology·2026
Same author

Towards operational net-zero pathways in industrial wastewater treatment systems using digital decision support tools.

Water research·2026
Same author

Photoautotrophic polyhydroxyalkanoate (PHA) accumulation in mixed purple bacteria using formate, carbon dioxide and carbon monoxide.

Bioresource technology·2026
Same author

Rapid Waste Activated Sludge Reduction and Stabilization via a Biofilm-Based Acidic Aerobic Digestion Process.

Environmental science & technology·2026

相关实验视频

Updated: Jul 21, 2026

Discrimination and Characterization of Heterocellular Populations Using Quantitative Imaging Techniques
09:48

Discrimination and Characterization of Heterocellular Populations Using Quantitative Imaging Techniques

Published on: June 30, 2017

7.8K

转移学习用于生物固体的定量图像分析.

Sebastian Olivier Nymann Topalian1, Nima Nazemzadeh2, Alonso Malacara-Becerra2,3

  • 1Process and Systems Engineering Centre (PROSYS), Department of Chemical and Biochemical Engineering, Technical University of Denmark, Building 228 A, Kgs. Lyngby 2800, Denmark

Water science and technology : a journal of the International Association on Water Pollution Research
|October 15, 2025
PubMed
概括

定量图像分析提高了生物固体脱水效率. 随机森林模型整合了过程,实验室和转移学习数据,提高了有机固体回收预测14%.

关键词:
离心式装器的离心式装器定量图像分析 定量图像分析污泥脱水处理 污泥脱水处理转移学习转移学习

更多相关视频

Measuring the Shape and Size of Activated Sludge Particles Immobilized in Agar with an Open Source Software Pipeline
09:27

Measuring the Shape and Size of Activated Sludge Particles Immobilized in Agar with an Open Source Software Pipeline

Published on: January 30, 2019

7.4K
Supervised Machine Learning for Semi-Quantification of Extracellular DNA in Glomerulonephritis
09:16

Supervised Machine Learning for Semi-Quantification of Extracellular DNA in Glomerulonephritis

Published on: June 18, 2020

7.3K

相关实验视频

Last Updated: Jul 21, 2026

Discrimination and Characterization of Heterocellular Populations Using Quantitative Imaging Techniques
09:48

Discrimination and Characterization of Heterocellular Populations Using Quantitative Imaging Techniques

Published on: June 30, 2017

7.8K
Measuring the Shape and Size of Activated Sludge Particles Immobilized in Agar with an Open Source Software Pipeline
09:27

Measuring the Shape and Size of Activated Sludge Particles Immobilized in Agar with an Open Source Software Pipeline

Published on: January 30, 2019

7.4K
Supervised Machine Learning for Semi-Quantification of Extracellular DNA in Glomerulonephritis
09:16

Supervised Machine Learning for Semi-Quantification of Extracellular DNA in Glomerulonephritis

Published on: June 18, 2020

7.3K

科学领域:

  • 环境工程环境工程
  • 废水处理技术 废水处理技术
  • 生物固体管理管理

背景情况:

  • 稳定生物固体的脱水对于工业废水处理效率至关重要.
  • 由于复杂的因素,预测在器中有机固体的回收是具有挑战性的.
  • 定量图像分析提供了一种新的方法,可以提高对脱水过程的理解.

研究的目的:

  • 开发一个系统的工作流程,用于定量图像分析,以预测中的有机固体回收.
  • 整合运行条件,实验室测量和图像分析的数据,以改善预测.
  • 评估不同建模技术 (PLS,RF) 和数据源的有效性.

主要方法:

  • 从两个工业废水处理厂活动中收集数据.
  • 应用定量图像分析和转移学习技术.
  • 部分最小平方 (PLS) 和随机森林 (RF) 模型的开发和比较.

主要成果:

  • 结合过程,实验室和转移学习数据的随机森林模型实现了最佳的恢复预测,比基线提高了14%.
  • 粒子图像和射频预测的聚类突出了对特定晶体粒子的依赖.
  • 随机森林模型在恢复预测中通常优于PLS模型.

结论:

  • 定量图像分析,特别是转移学习,显著提高了生物固体脱水效率的预测.
  • 该研究提供了一种可转移的诊断工作流程,用于优化具有异质颗粒混合物的系统中的脱水.
  • 需要进一步精细化,以解决不同有机固体度的预测一致性.