Tool Instructions & Sample Data

For detailed instructions on how to use this tool, please visit the README.

Before uploading your files, you may also want to see a sample Excel format that the tool expects:

Download Sample Format XLSX
Step 1: Upload & Process Data

Upload an XLSX file (with "Sheet1" & "Sheet2") containing datetime, fluxes (ET, H, LE), and environmental variables (sr, vpd, at, rh, ws).

Expected Format:

  • XLSX Option: "Sheet1" with 'date', 'time', and flux variables (ET, H, LE). "Sheet2" with 'date', 'hour', and environmental variables.

Used only if MDS is selected (Compare Models also uses MDS internally).

Processing... Please wait.

Loading...
Step 4: Visualize Results

Select a variable to view its individual plots. Each plot will open in a new window.

View Time Series Plot View Fingerprint Plot View RF Feature Importance
Step 5: Download Processed Data

Once satisfied with the results, download the processed, gap-filled dataset.

Download Processed Data
Diagnostics & Logs

If you need to review processing details or errors, download the application log file:

Download App Log
Disclaimer

Usage: This tool has been tested across various scenarios, but no warranty is given that it is completely error-free or suitable for all purposes.

Liability: Neither the developers nor affiliated institutions shall be held responsible for any errors or inaccuracies that may arise from using this tool.

Feedback: For issues, errors, or suggestions, please contact: Dr.Srinivasa Rao Peddinti, E-mail: speddinti@ucdavis.edu.