rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Big data
    sub title: techniques and technologies in geoinformatics
  name:
    name part: Karimi, Hassan A.
    role:
      role term: editor,
    role:
      role term: author.
  name:
    name part: Taylor & Francis
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  genre: geographic information systems.
  genre: Geographic information systems
  genre: Geospatial data
  genre: Geographic information systems.
  genre: Geospatial data.
  genre: Systèmes d'information géographique.
  genre: Données géospatiales.
  origin info:
    place:
      place term: flu
    date issued: 2014
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xiv, 298 pages) : illustrations, maps
  abstract: Big data has always been a major challenge in geoinformatics as geospatial data come in various types and formats, new geospatial data are acquired very fast, and geospatial databases are inherently very large. And while there have been advances in hardware and software for handling big data, they often fall short of handling geospatial big data efficiently and effectively. Big Data: Techniques and Technologies in Geoinformatics tackles these challenges head on, integrating coverage of techniques and technologies for storing, managing, and computing geospatial big data.
  table of contents: Chapter 1. Distributed and parallel computing / Monir H. Sharker and Hassan A. Karimi -- chapter 2. GEOSS Clearinghouse : integrating geospatial resources to support the global earth observation system of systems / Chaowei Yang, Kai Liu, Zhenlong Li, Wenwen Li, Huayi Wu, Jizhe Xia, Qunying Huang, Jing Li, Min Sun, Lizhi Miao, Nanyin Zhou, and Doug Nebert -- chapter 3. Using a cloud computing environment to process large 3D spatial datasets / Ramanathan Sugumaran, Jeffrey Burnett, and Marc P. Armstrong -- chapter 4. Building open environments to meet big data challenges in earth sciences / Meixia Deng and Liping Di -- chapter 5. Developing online visualization and analysis services for NASA satellite-derived global precipitation products during the big geospatial data era / Zhong Liu, Dana Ostrenga, William Teng, and Steven Kempler -- chapter 6. Algorithmic design considerations for geospatial and/or temporal big data / Terence van Zyl -- chapter 7. Machine learning on geospatial big data / Terence van Zyl -- chapter 8. Spatial big data : case studies on volume, velocity, and variety / Michael R. Evans, Dev Oliver, Xun Zhou, and Shashi Shekhar -- chapter 9. Exploiting big VGI to improve routing and navigation services / Mohamed Bakillah, Johannes Lauer, Steve H.L. Liang, Alexander Zipf, Jamal Jokar Arsanjani, Amin Mobasheri, and Lukas Loos -- chapter 10. Efficient frequent sequence mining on taxi trip records using road network shortcuts / Jianting Zhang -- chapter 11. Geoinformatics and social media : new big data challenge / Arie Croitoru, Andrew Crooks, Jacek Radzikowski, Anthony Stefanidis, Ranga R. Vatsavai, and Nicole Wayant -- chapter 12. Insights and knowledge discovery from big geospatial data using TMC-pattern / Roland Assam and Thomas Seidl -- chapter 13. Geospatial cyberinfrastructure for addressing the big data challenges on the worldwide sensor web / Steve H.L. Liang and Chih-Yuan Huang -- chapter 14. OGC standards and geospatial big data / Carl Reed.
  note: edited by Hassan A. Karimi.
  note: Includes bibliographical references and index.
  note: English.
  subject:
    topic: Geography
    topic: Data processing
  subject:
    topic: Big data
  subject:
    topic: Geographic information systems
  subject:
    topic: Geospatial data
  subject:
    topic: High performance computing
  subject:
    topic: Geographic Information Systems
  subject:
    topic: Géographie
    topic: Informatique
  subject:
    topic: Données volumineuses
  subject:
    topic: Systèmes d'information géographique
  subject:
    topic: Données géospatiales
  subject:
    topic: Superinformatique
  subject:
    topic: geographic information systems
  subject:
    topic: SCIENCE
    topic: Earth Sciences
    topic: Geography
  subject:
    topic: TRAVEL
    topic: Budget
  subject:
    topic: TRAVEL
    topic: Hikes & Walks
  subject:
    topic: TRAVEL
    topic: Museums, Tours, Points of Interest
  subject:
    topic: TRAVEL
    topic: Parks & Campgrounds
  subject:
    topic: Big data
  subject:
    topic: Geographic information systems
  subject:
    topic: Geography
    topic: Data processing
  subject:
    topic: Geospatial data
  subject:
    topic: High performance computing
  subject:
    topic: Geoinformatik
  subject:
    topic: Big Data
  classification: G70.2 .B54 2014
  classification: 910.285/57 910.28557
  classification: Online Book
  classification: MAT000000 TEC036000 TEC041000
  classification: RB 10104
  classification: ST 690
  related item:
    title info:
      title: Big data
    origin info:
      publisher: Boca Raton : Taylor & Francis, 2014
    identifier: (DLC) 2013047353
    identifier: (OCoLC)859584195
  identifier: 9781466586550
  identifier: 1466586559
  identifier: 9781466586512
  identifier: 1466586516
  identifier: 9781138073197
  identifier: TANDF_302339 Ingram Content Group
  identifier: http://proxy.library.tamu.edu/login
  identifier: https://go.oreilly.com/TAMU/library/view/-/9781466586550/
  record info:
    record content source: EBLCP
    record creation date: 140125
    record change date: 20241108165535.0
    record identifier: in00005521010
    language of cataloging:
      language term: eng