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.
- 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
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.
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
- Clone the repository:
git clone https://github.com/farzadasgari/webadv.git
- Install dependencies (instructions coming soon)
- Run the application (instructions coming soon)
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
For any inquiries, please contact:
If you find WebADV useful, please consider supporting development:
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