Arabia Terra

The first release of pyinterpolate package! This package originated from public health / urban spaces analysis and it's role is to provide access to Poisson Kriging and Kriging interpolation techniques for wider audience.

The most important features of a package:

• semivariogram deconvolution procedure: you can upsample your choropleth maps to the resolution of point support grid,
• Area to Point and Area to Area Poisson Kriging,
• Ordinary and Simple Kriging,
• Smooth surface interpolation,
• Semivariogram estimation and analysis,
• Variogram cloud calculations and outliers removal.

In future package will be updated with the new interpolation techniques and semivariogram analysis tools up.

Name of release Arabia Terra (https://en.wikipedia.org/wiki/Arabia_Terra) is taken from Martian region which lies in the north part of Mars.

UPDATES:

2021-03-10: Directional semivariograms, corrected broken dependency in README.md.
2021-03-03: New tutorials, variogram point cloud analysis, outliers detection and removal.
2020-12-26: Module io renamed to io_ops to avoid any conflicts with Python's core package io. Semivariance calculation functions do not require passing arrays or lists of lags by an user,
2020-11-25: Updated package paths and corrected typos in docstrings.