Skip to content

Overview: Why MONETIO?

Features

Retrieving, loading, and combining data and putting into a common format is the core of MONETIO. MONETIO 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: Easy access to datasets for given time and space.
  • Efficiently combine/interpolate: Methods to align model and observational datasets.
  • Lazy loading: Built on top of dask for handling large datasets.

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