عنوان

Data mining for geoinformatics :

1461476682

1461476690

9781461476689

9781461476696

9781461476689

b431268

Data mining for geoinformatics :

[Book]

methods and applications /

Guido Cervone, Jessica Lin, Nigel Waters, editors

1 online resource (xi, 166 pages) :

illustrations

Includes bibliographical references

Computation in hyperspectral imagery (HSI) data analysis: role and opportunities / Mark Salvador and Ron Resmini -- Toward understanding tornado formation through spatiotemporal data mining / Amy McGovern, Derek H. Rosendahl, and Rodger A. Brown -- Source term estimation for the 2011 Fukushima nuclear accident / Guido Cervone and Pasquale Franzese -- GIS-based traffic simulation using OSM / Jörg Dallmeyer, Andreas D. Lattner, and Ingo J. Timm -- Evaluation of real-time traffic applications based on data stream mining / Sandra Geisler and Christoph Quix -- Geospatial visual analytics of traffic and weather data for better winter road management / Yuzuru Tanaka [and five others] -- Exploratory visualization of collective mobile objects data using temporal granularity and spatial similarity / Tetsuo Kobayashi and Harvey Miller

0

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. Data Mining for Geoinformatics addresses current concerns and developments relating to spatio-temporal data mining issues in remotely-sensed data, problems in meteorological data such as tornado formation, estimation of radiation from the Fukushima nuclear power plant, simulations of traffic data using OpenStreetMap, real time traffic applications of data stream mining, visual analytics of traffic and weather data and the exploratory visualization of collective, mobile objects such as the flocking behavior of wild chickens. This book is designed for researchers and advanced-level students focused on computer science, earth science and geography as a reference or secondary text book. Practitioners working in the areas of data mining and geoscience will also find this book to be a valuable reference

Data Mining for Geoinformatics : Methods and Applications.

9781461476689

Data mining

Geospatial data

Artificial Intelligence (incl. Robotics)

Computer Science

Data Mining and Knowledge Discovery

Database Management

Earth Sciences, general

Geographical Information Systems/Cartography

COM-- 000000

COM021030

UNF

UYQE

Cervone, Guido

Lin, Jessica

Waters, Nigel M., (Nigel Michael),1950-

Ohio Library and Information Network

20150609113938.0

pn

[Book]

Y