High Performance Computing for Geospatial Applications

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: High Performance Computing for Geospatial Applications
Περιγραφή: This volume fills a research gap between the rapid development of High Performance Computing (HPC) approaches and their geospatial applications. With a focus on geospatial applications, the book discusses in detail how researchers apply HPC to tackle their geospatial problems. Based on this focus, the book identifies the opportunities and challenges revolving around geospatial applications of HPC. Readers are introduced to the fundamentals of HPC, and will learn how HPC methods are applied in various specific areas of geospatial study. The book begins by discussing theoretical aspects and methodological uses of HPC within a geospatial context, including parallel algorithms, geospatial data handling, spatial analysis and modeling, and cartography and geovisualization. Then, specific domain applications of HPC are addressed in the contexts of earth science, land use and land cover change, urban studies, transportation studies, and social science. The bookwill be of interest to scientists and engineers who are interested in applying cutting-edge HPC technologies in their respective fields, as well as students and faculty engaged in geography, environmental science, social science, and computer science.
Συγγραφείς: Wenwu Tang, Shaowen Wang
Resource Type: eBook.
Θέματα: Geospatial data--Computer processing, High performance computing
Categories: SCIENCE / Earth Sciences / Geography, COMPUTERS / Database Administration & Management, COMPUTERS / Computer Simulation, MATHEMATICS / Probability & Statistics / General, SCIENCE / Life Sciences / Ecology, SCIENCE / Environmental Science, SCIENCE / System Theory
Βάση Δεδομένων: eBook Index
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  Availability: 0
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DbLabel: eBook Index
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PubType: eBook
PubTypeId: ebook
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  Data: This volume fills a research gap between the rapid development of High Performance Computing (HPC) approaches and their geospatial applications. With a focus on geospatial applications, the book discusses in detail how researchers apply HPC to tackle their geospatial problems. Based on this focus, the book identifies the opportunities and challenges revolving around geospatial applications of HPC. Readers are introduced to the fundamentals of HPC, and will learn how HPC methods are applied in various specific areas of geospatial study. The book begins by discussing theoretical aspects and methodological uses of HPC within a geospatial context, including parallel algorithms, geospatial data handling, spatial analysis and modeling, and cartography and geovisualization. Then, specific domain applications of HPC are addressed in the contexts of earth science, land use and land cover change, urban studies, transportation studies, and social science. The bookwill be of interest to scientists and engineers who are interested in applying cutting-edge HPC technologies in their respective fields, as well as students and faculty engaged in geography, environmental science, social science, and computer science.
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RecordInfo BibRecord:
  BibEntity:
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      – Code: 004.11
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Geospatial data--Computer processing
        Type: general
      – SubjectFull: High performance computing
        Type: general
    Titles:
      – TitleFull: High Performance Computing for Geospatial Applications
        Type: main
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          Name:
            NameFull: Wenwu Tang
      – PersonEntity:
          Name:
            NameFull: Shaowen Wang
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            NameFull: Wenwu Tang
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          Name:
            NameFull: Shaowen Wang
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2020
            – D: 24
              M: 07
              Type: profile
              Y: 2020
          Identifiers:
            – Type: isbn-print
              Value: 9783030479978
            – Type: isbn-electronic
              Value: 9783030479985
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            – TitleFull: High Performance Computing for Geospatial Applications
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