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

Multiple Regression01:25

Multiple Regression

3.7K
Multiple regression assesses a linear relationship between one response or dependent variable and two or more independent variables. It has many practical applications.
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
3.7K
Mechanistic Models: Compartment Models in Individual and Population Analysis01:23

Mechanistic Models: Compartment Models in Individual and Population Analysis

230
Mechanistic models are utilized in individual analysis using single-source data, but imperfections arise due to data collection errors, preventing perfect prediction of observed data. The mathematical equation involves known values (Xi), observed concentrations (Ci), measurement errors (εi), model parameters (ϕj), and the related function (ƒi) for i number of values. Different least-squares metrics quantify differences between predicted and observed values. The ordinary least...
230

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

Extracting ventilatory waveforms from screen recordings: a validated image processing methodology and its application to predictive modelling.

Biomedical physics & engineering express·2026
Same author

Inhalation of Isopropyl Alcohol Leading to Acute Severe Toxicity: A Case Report.

Clinical case reports·2026
Same author

From Wild to Farm: Gut Bacteriome Differences and Probiotic Potential of Pantoea Agglomerans in Two-Spotted Cricket (Gryllus Bimaculatus) Rearing.

Probiotics and antimicrobial proteins·2026
Same author

Outpatient Delivery of Step-Up Doses to Rapidly Initiate Monthly Doses of Bispecific Antibodies in Multiple Myeloma.

European journal of haematology·2026
Same author

β3-adrenergic receptor agonist causes acute thermogenic metabolic crisis in ACSS1-K635Q knock-in mice.

International journal of biological sciences·2026
Same author

Applications of Venous Excess Ultrasound Score (VExUS) in Volume Status Assessment in Patients With Acute Decompensated Heart Failure and Cardiorenal Syndrome.

Cardiology in review·2026

相关实验视频

Updated: Jan 10, 2026

Author Spotlight: Advancing Anaerobic Microbiota Research Using a Novel Respirometry Protocol
06:11

Author Spotlight: Advancing Anaerobic Microbiota Research Using a Novel Respirometry Protocol

Published on: April 26, 2024

1.7K

在无氧代码消化的甲度预测使用多重线性回归与集成微生物和操作数据.

Iván Ostos1, Iván Ruiz1, Diego Cruz2

  • 1Grupo de Investigación en Ingeniería Electrónica, Industrial, Ambiental, Metrología GIEIAM, Universidad Santiago de Cali, Cali 760036, Colombia.

Bioengineering (Basel, Switzerland)
|November 27, 2025
PubMed
概括

一个新的模型准确地预测了使用操作数据和微生物配置文件的无氧代消化的甲度. 这项创新有助于在农村环境中产生清洁能源.

关键词:
在MLR中,MLR是MLR.生物气体是一种生物气体.代码管理 代码管理转基因组学是指转基因组学.

更多相关视频

Continuously-stirred Anaerobic Digester to Convert Organic Wastes into Biogas: System Setup and Basic Operation
11:31

Continuously-stirred Anaerobic Digester to Convert Organic Wastes into Biogas: System Setup and Basic Operation

Published on: July 13, 2012

34.7K
The Use of an Automated System GreenFeed to Monitor Enteric Methane and Carbon Dioxide Emissions from Ruminant Animals
11:02

The Use of an Automated System GreenFeed to Monitor Enteric Methane and Carbon Dioxide Emissions from Ruminant Animals

Published on: September 7, 2015

22.9K

相关实验视频

Last Updated: Jan 10, 2026

Author Spotlight: Advancing Anaerobic Microbiota Research Using a Novel Respirometry Protocol
06:11

Author Spotlight: Advancing Anaerobic Microbiota Research Using a Novel Respirometry Protocol

Published on: April 26, 2024

1.7K
Continuously-stirred Anaerobic Digester to Convert Organic Wastes into Biogas: System Setup and Basic Operation
11:31

Continuously-stirred Anaerobic Digester to Convert Organic Wastes into Biogas: System Setup and Basic Operation

Published on: July 13, 2012

34.7K
The Use of an Automated System GreenFeed to Monitor Enteric Methane and Carbon Dioxide Emissions from Ruminant Animals
11:02

The Use of an Automated System GreenFeed to Monitor Enteric Methane and Carbon Dioxide Emissions from Ruminant Animals

Published on: September 7, 2015

22.9K

科学领域:

  • 生物技术和生物工程 生物技术和生物工程
  • 环境科学 环境科学
  • 微生物学 微生物学

背景情况:

  • 无氧共消化增强从有机废物中回收甲.
  • 由于微生物的复杂性和操作的可变性,特别是在农村地区,实时甲估计具有挑战性.

研究的目的:

  • 开发一种用于预测无氧共消化系统中甲度的实用模型.
  • 整合微生物社区数据,以提高预测准确度.

主要方法:

  • 开发了一种多重线性回归模型,使用操作数据和16S rRNA基因测序用于微生物配置.
  • 利用混合方法进行预测变量选择,结合统计相关性和微生物功能相关性.
  • 在70%的数据上训练模型,并在30%的测试集上验证.

主要成果:

  • 该模型的确定系数 (R2) 为0.92,测试组的平均相对误差 (MRE) 为6.50%.
  • 该模型有效地整合了微生物社区数据,捕捉了生物变异.
  • 预测系统需要最小的计算资源和有限的输入.

结论:

  • 开发的模型提供了一个实用且易于使用的解决方案,用于估计分散的无氧消化系统中的甲水平.
  • 整合微生物数据显著提高了预测准确度,而不仅仅是操作参数.
  • 这种方法支持当地对清洁能源发电的决策,并与可持续发展目标7保持一致.