environmentaltools.common.max_moving_window

environmentaltools.common.max_moving_window(data: DataFrame, duration: int) → DataFrame

Select peaks from time series using a moving window.

Identifies peak values that occur at the center of a moving window, effectively filtering out values that are not local maxima within the specified duration.

Parameters:

• data (pd.DataFrame) – Time series data.

• duration (int) – Duration of the moving window (in index units).

Returns:

DataFrame containing only the detected peaks with

their original timestamps.

Return type:

pd.DataFrame