Problem: When rebinning histograms, the normalization appears incorrect, leading to inaccurate PDF distributions. Currently, rebinning is disabled in the command-line interface (CLI) to avoid this issue.
Action Required: Investigate the rebinning logic to determine the root cause of the incorrect normalization. It involves:
Checking the number of counts in the histogram before and after rebinning.
Error Band for Daily Variability
Problem: The error band calculation for daily variability uses a fitting method, which may not be optimal. The current method could lead to an inaccurate representation of variability error band.
Action Required: Adjust the error band calculation by:
Removing the fitting step to avoid potential biases.
Using the 95th percentile for error band calculation instead of the 75th percentile. This change aims to capture a broader range of variability, providing a more robust representation.
Also:
Add error bars!
Be sure that the plot is not empty while you are saving it.
Proposed deletion of the diagnostics/tropical_rainfall/cli/run_cli_tropical_rainfall.sh script.
Implemented a warning system to alert users of potentially lengthy computation times, providing an estimated duration for better planning and expectation management.
Histogram Rebinning with Incorrect Normalization
Error Band for Daily Variability
Also:
diagnostics/tropical_rainfall/cli/run_cli_tropical_rainfall.shscript.