Synopses & Reviews
The rate at which geospatial data is being generated exceeds our computational capabilities to extract patterns for the understanding of a dynamically changing world. Geoinformatics and data mining focuses on the development and implementation of computational algorithms to solve these problems. This unique volume contains a collection of chapters on state-of-the-art data mining techniques applied to geoinformatic problems of high complexity and important societal value.
Table of Contents
Computation in Hyperspectral Imagery (HSI) Data Analysis: Role and Opportunities.- Toward Understanding Tornado Formation Through Spatiotemporal Data Mining.- Source Term Estimation for the 2011 Fukushima Nuclear Accident.- GIS-based Traffic Simulation using OSM.- Evaluation of Real-time Traffic Applications based on Data Stream Mining.- Geospatial Visual Analytics of Traffic and Weather Data for Better Winter Road Management.- Exploratory visualization of collective mobile objects data using temporal granularity and spatial similarity.