TSCS {TSCS}R Documentation

A Package for TSCS Spatial Interpolation Method

Description

This package provides functions to implement TSCS spatial interpolation and relevant data visualization. For TSCS method, the current version is only able to make use of spatio-temporal data whose spatial domain is a 2D or 3D rectangular grid system.

Details

  1. TSCS (abbr. of Time Series Cointegrated System) method is a spatial interpolation method based on analysis of historical spatio-temporal data. It can be regarded as a desirable alternative to spatio-temporal interpolation in some cases where we merely intend to interpolate a series of cross-section data at each observed time point for a given spatial domain.

  2. The basic assumption of TSCS method is that, for any spatial location within the spatial domain of spatio-temporal data, its time series and the time series of its adjacent spatial locations are cointegrated (long-term equilibrium relationships).

  3. As to TSCS method, package of the current version is only able to make use of spatio-temporal data whose spatial domain is a 2D or 3D rectangular grid system.

Package Functions

Author(s)

Tianjian Yang <yangtj5@mail2.sysu.edu.cn>


[Package TSCS version 0.1.1 Index]