Data Mining for Geoinformatics: Methods and Applications by Guido Cervone (Engli

Description: Data Mining for Geoinformatics by Guido Cervone, Jessica Lin, Nigel Waters Data Mining for Geoinformatics FORMAT Hardcover LANGUAGE English CONDITION Brand New Publisher Description 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. 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. Review From the book reviews:"This hardcover book is a technically accurate production. … chapters can be used in advanced undergraduate and graduate courses for various purposes … . I recommend it to anyone who is interested in GIS applications. As a nonspecialist in this area, I found the editiors introduction very informative and enjoyable reading. … this expertly edited book addresses application areas to be used for research and specialty teaching purposes." (M. M. Tanik, Computing Reviews, June, 2014) Review Quote From the book reviews: "This hardcover book is a technically accurate production. ... chapters can be used in advanced undergraduate and graduate courses for various purposes ... . I recommend it to anyone who is interested in GIS applications. As a nonspecialist in this area, I found the editiors introduction very informative and enjoyable reading. ... this expertly edited book addresses application areas to be used for research and specialty teaching purposes." (M. M. Tanik, Computing Reviews, June, 2014) Feature Presents a series of geoinformatic techniques and methodologies to solve real world problems of important societal value Provides geoinformatic algorithms necessary to extract knowledge from massive amounts of geographically distributed data Bridges fields together such as GIS, statistics, machine learning, remote sensing, natural hazards, earth and atmospheric sciences Details ISBN1461476682 Short Title DATA MINING FOR GEOINFORMATICS Language English ISBN-10 1461476682 ISBN-13 9781461476689 Media Book Format Hardcover Year 2013 Imprint Springer-Verlag New York Inc. Subtitle Methods and Applications Place of Publication New York, NY Country of Publication United States Edited by Nigel Waters DEWEY 004 Publication Date 2013-08-17 Pages 166 Edition 2014th Illustrations XI, 166 p. DOI 10.1007/978-1-4614-7669-6 AU Release Date 2013-08-17 NZ Release Date 2013-08-17 US Release Date 2013-08-17 UK Release Date 2013-08-17 Author Nigel Waters Publisher Springer-Verlag New York Inc. Edition Description 2014 ed. Alternative 9781489985743 Audience Professional & Vocational We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:96300016;

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