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Overview: Why MONET?

Features

Retrieving, loading, and combining data and putting into a common format is the core of MONET. MONET uses the pandas and xarray data formats for data analysis.

  • Open point observations in a common format: pandas excels at working with tabular data or point measurements. It is used for time series analysis and statistical measures.
  • Open model and satellite data in a common format: xarray is used when N-dimensional arrays are needed.
  • Retrieving observational datasets for given time and space.
  • Efficiently combine/interpolate model and observational datasets.
  • Provide easy plotting using proven tools in Python.
  • Perform statistics between model runs or observations or models and observations.

Time Series Time Series

Time Series of RMSE Time Series of RMSE

Spatial Plots Spatial Plots

Scatter Plots PDFS Plots
Difference Scatter Plots Difference PDFS Plots