WebADV

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Advanced ADV Data Analysis Made Simple

WebADV provides an intuitive web interface for processing and analyzing acoustic Doppler velocimeter (ADV) data using advanced despiking, denoising, and statistical analysis algorithms.

Features

• Kernel Density Estimation (KDE/3d-KDE/m3d-KDE)
• Phase-Space Thresholding (PST/mPST/3d-PST)
• Velocity Correlation (VC)
• Acceleration Thresholding (ACC)
• Power Spectra Density (PSD)
• Singular Spectrum Analysis (SSA)
• Kalman Filtering
• Moving Averages

Powered by ProADV

WebADV is built on the foundation of peer-reviewed algorithms and research from the original ProADV toolkit, ensuring scientific accuracy and reliability in your ADV data analysis.

Overview

WebADV streamlines the workflow for ADV data processing, offering:

• User-friendly web interface for data upload and analysis
• Cutting-edge despiking and denoising techniques
• Comprehensive statistical summaries and visualizations
• Exportable results for further research or reporting

Getting Started

1. Clone the repository:

   git clone https://github.com/farzadasgari/webadv.git
   

2. Install dependencies (instructions coming soon)
3. Run the application (instructions coming soon)

Citation

If you use WebADV or ProADV in your research, please cite the original ProADV publications and this repository.

• ProADV: A toolkit for enhancing water dynamics research using acoustic doppler velocimeter devices
  SoftwareX, ELSEVIER, 2024

• Unleashing the Power of Three-Dimensional Kernel Density Estimation for Doppler Velocimeter Data Despiking
  Measurement, Volume 225, 15 February 2024, 114053, ELSEVIER

• Exploring the Role of Signal Pollution Rate on the Performance of Despiking Velocity Time-Series Algorithms
  Flow Measurement and Instrumentation, ELSEVIER, 2023

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Contact

For any inquiries, please contact:

• std_farzad.asgari@khu.ac.ir
• khufarzadasgari@gmail.com

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Links

Farzad Asgari

Seyed Hossein Mohajeri

Mojtaba Mehraein

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Support & Donations

If you find WebADV useful, please consider supporting development:

💸 Crypto Donations

• Bitcoin: bc1qxd8um2jre6xz4je64uhar9eh9uzu9yrvzh08sm
• Ethereum: 0xCc8693060409263F68e37f75f76d519c19B2bAdE
• USDT (TRC20): TLL9ou7PahrNob2GEppV3o4e5B9vYqgsJN

🌐 Donate via CoinDrop

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<div align="center"> _{Made with ❤️ by <a href="https://github.com/farzadasgari">FarZad</a>} </div>