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Geospatial Data Engineering and Applications

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: Geospatial Data Engineering and Applications
Περιγραφή: This book focuses on the sophisticated uses of geospatial big data analytics techniques to solve practical earth observation and urban society problems using satellite images. This book will cover a wide range of topics related to geospatial artificial intelligence and Sustainable Development Goals, including future perspectives on the field as well as integrating Artificial Intelligence and Machine Learning algorithms with geospatial data. The book will help both experienced researchers and students understand a range of geospatial data engineering applications that demonstrate how geographic information systems and machine learning algorithms are applied to spatial big data to solve real-world problems. The goals of this book are to draw attention to the distinctive qualities of geospatial data, show why diverse methods and approaches are necessary in order to extract new insights from unprocessed geospatial data, and showcase a few cutting-edge geospatial data science techniques along with their applications to diverse geoscience issues.
Συγγραφείς: Abhijit Bora, Kaustubh Bhattacharyya, Manoranjan Kalita
Resource Type: eBook.
Θέματα: Geospatial data--Computer processing
Categories: COMPUTERS / Data Science / Data Analytics, COMPUTERS / Artificial Intelligence / General, SCIENCE / Earth Sciences / Geography
Βάση Δεδομένων: eBook Index
FullText Text:
  Availability: 0
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DbLabel: eBook Index
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PubType: eBook
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  Data: This book focuses on the sophisticated uses of geospatial big data analytics techniques to solve practical earth observation and urban society problems using satellite images. This book will cover a wide range of topics related to geospatial artificial intelligence and Sustainable Development Goals, including future perspectives on the field as well as integrating Artificial Intelligence and Machine Learning algorithms with geospatial data. The book will help both experienced researchers and students understand a range of geospatial data engineering applications that demonstrate how geographic information systems and machine learning algorithms are applied to spatial big data to solve real-world problems. The goals of this book are to draw attention to the distinctive qualities of geospatial data, show why diverse methods and approaches are necessary in order to extract new insights from unprocessed geospatial data, and showcase a few cutting-edge geospatial data science techniques along with their applications to diverse geoscience issues.
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RecordInfo BibRecord:
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      – Code: 910.285
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Geospatial data--Computer processing
        Type: general
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      – TitleFull: Geospatial Data Engineering and Applications
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            NameFull: Abhijit Bora
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            NameFull: Kaustubh Bhattacharyya
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            NameFull: Manoranjan Kalita
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            NameFull: Kaustubh Bhattacharyya
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            NameFull: Manoranjan Kalita
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2026
            – D: 17
              M: 04
              Type: profile
              Y: 2026
          Identifiers:
            – Type: isbn-print
              Value: 9781036464547
            – Type: isbn-electronic
              Value: 9781036464554
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            – TitleFull: Geospatial Data Engineering and Applications
              Type: main
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