README.md

In e-sensing/sits-docs: Documentation for the SITS Package Sensing Data Cubes

Documentation for the SITS Package

Overview

The SITS package (“Satellite Image Time Series Analysis for Earth Observation Data”) provides a set of tools for analysis, visualization and classification of satellite image time series. It includes methods for filtering, clustering, classification, and post-processing. This github site has documentation on SITS, including vignettes, presentations, and papers.

Vignettes

• “SITS: Data Analysis and Machine Learning for Data Cubes using Satellite Image Time Series”

• "Accessing time series information in SITS"

• “Clustering of Satellite Image Time Series with SITS”

• “Satellite Image Time Series Filtering with SITS”

• “Time Series classification using machine learning”

• "Validation and accuracy measurements in SITS"

• “Image Classification in Data Cubes using Satellite Image Time Series”

• “Post classification smoothing using Bayesian techniques in SITS”

e-sensing/sits-docs documentation built on March 30, 2021, 10:59 a.m.