The Resource Data mining for geoinformatics : methods and applications, Guido Cervone, Jessica Lin, Nigel Waters, editors, (electronic resource)

Data mining for geoinformatics : methods and applications, Guido Cervone, Jessica Lin, Nigel Waters, editors, (electronic resource)

Label
Data mining for geoinformatics : methods and applications
Title
Data mining for geoinformatics
Title remainder
methods and applications
Statement of responsibility
Guido Cervone, Jessica Lin, Nigel Waters, editors
Contributor
Subject
Genre
Language
  • eng
  • eng
Summary
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
Cataloging source
MiAaPQ
Dewey number
  • 004
  • 005.74
  • 006.3
  • 006.312
Illustrations
  • illustrations
  • portraits
Index
no index present
Language note
English
LC call number
G70.212
LC item number
D38 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1950-
http://library.link/vocab/relatedWorkOrContributorName
  • Cervone, Guido
  • Lin, Jessica
  • Waters, Nigel M.
http://library.link/vocab/subjectName
  • Geographic information systems
  • Geodatabases
Label
Data mining for geoinformatics : methods and applications, Guido Cervone, Jessica Lin, Nigel Waters, editors, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Dimensions
unknown
Extent
1 online resource (175 p.)
Form of item
online
Isbn
9781461476696
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-7669-6
Specific material designation
remote
System control number
  • (CKB)2670000000420965
  • (EBL)1398460
  • (OCoLC)858763721
  • (SSID)ssj0000986817
  • (PQKBManifestationID)11538726
  • (PQKBTitleCode)TC0000986817
  • (PQKBWorkID)10942089
  • (PQKB)11411321
  • (MiAaPQ)EBC1398460
  • (DE-He213)978-1-4614-7669-6
  • (EXLCZ)992670000000420965
Label
Data mining for geoinformatics : methods and applications, Guido Cervone, Jessica Lin, Nigel Waters, editors, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Dimensions
unknown
Extent
1 online resource (175 p.)
Form of item
online
Isbn
9781461476696
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-7669-6
Specific material designation
remote
System control number
  • (CKB)2670000000420965
  • (EBL)1398460
  • (OCoLC)858763721
  • (SSID)ssj0000986817
  • (PQKBManifestationID)11538726
  • (PQKBTitleCode)TC0000986817
  • (PQKBWorkID)10942089
  • (PQKB)11411321
  • (MiAaPQ)EBC1398460
  • (DE-He213)978-1-4614-7669-6
  • (EXLCZ)992670000000420965

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