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Emerging Trends, Techniques, and Applications in Geospatial Data Science

2023 Big data
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Release : 2023
Genre : Big data
Kind : eBook
Book Rating : 191/5 ( reviews)

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Book Synopsis Emerging Trends, Techniques, and Applications in Geospatial Data Science by : Loveleen Gaur

Download or read book Emerging Trends, Techniques, and Applications in Geospatial Data Science written by Loveleen Gaur. This book was released on 2023. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides an overview of basic concepts of data science, related tools & technologies, and algorithms for handling the relevant challenges in real-time applications domains. The book covers a detailed description to the readers with practical ideas of using AI, IoT, machine learning to deal with the analysis, modeling and predications from big data. This book comprises of topics which provide in depth understanding of various latest tools and techniques used in the analysis of geospatial big data for real-time applications, as well as to deal with the relevant challenges for future applications. Overall this publication 'The Geospatial Data Science: Emerging Trends, Techniques and Applications', would help the readers to understand the value and importance of big data to individuals as well as homes and organizations. In addition, it will provide insights to undertake research work in future challenging areas"--

Emerging Trends, Techniques, and Applications in Geospatial Data Science

2023-04-24 Technology & Engineering
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Release : 2023-04-24
Genre : Technology & Engineering
Kind : eBook
Book Rating : 216/5 ( reviews)

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Book Synopsis Emerging Trends, Techniques, and Applications in Geospatial Data Science by : Gaur, Loveleen

Download or read book Emerging Trends, Techniques, and Applications in Geospatial Data Science written by Gaur, Loveleen. This book was released on 2023-04-24. Available in PDF, EPUB and Kindle. Book excerpt: With the emergence of smart technology and automated systems in today’s world, big data is being incorporated into many applications. Trends in data can be detected and objects can be tracked based on the real-time data that is utilized in everyday life. These connected sensor devices and objects will provide a large amount of data that is to be analyzed quickly, as it can accelerate the transformation of smart technology. The accuracy of prediction of artificial intelligence (AI) systems is drastically increasing by using machine learning and other probability and statistical approaches. Big data and geospatial data help to solve complex issues and play a vital role in future applications. Emerging Trends, Techniques, and Applications in Geospatial Data Science provides an overview of the basic concepts of data science, related tools and technologies, and algorithms for managing the relevant challenges in real-time application domains. The book covers a detailed description for readers with practical ideas using AI, the internet of things (IoT), and machine learning to deal with the analysis, modeling, and predictions from big data. Covering topics such as field spectra, high-resolution sensing imagery, and spatiotemporal data engineering, this premier reference source is an excellent resource for data scientists, computer and IT professionals, managers, mathematicians and statisticians, health professionals, technology developers, students and educators of higher education, librarians, researchers, and academicians.

Emerging Trends in Open Source Geographic Information Systems

2018-05-25 Technology & Engineering
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Release : 2018-05-25
Genre : Technology & Engineering
Kind : eBook
Book Rating : 402/5 ( reviews)

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Book Synopsis Emerging Trends in Open Source Geographic Information Systems by : Srivastava, Naveenchandra N.

Download or read book Emerging Trends in Open Source Geographic Information Systems written by Srivastava, Naveenchandra N.. This book was released on 2018-05-25. Available in PDF, EPUB and Kindle. Book excerpt: Open access to information of geographic places and spatial relationships provides an essential part of the analytical processing of spatial data. Access to connected geospatial programs allows for improvement in teaching and understanding science, technology, engineering, and mathematics. Emerging Trends in Open Source Geographic Information Systems provides emerging research on the applications of free and open software in geographic information systems in various fields of study. While highlighting topics such as data warehousing, hydrological modeling, and software packages, this publication explores the assessment and techniques of open software functionality and interfaces. This book is an important resource for professionals, researchers, academicians, and students seeking current research on the different types and uses of data and data analysis in geographic information systems.

Advances in Scalable and Intelligent Geospatial Analytics

2023-05-12 Technology & Engineering
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Release : 2023-05-12
Genre : Technology & Engineering
Kind : eBook
Book Rating : 485/5 ( reviews)

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Book Synopsis Advances in Scalable and Intelligent Geospatial Analytics by : Surya S Durbha

Download or read book Advances in Scalable and Intelligent Geospatial Analytics written by Surya S Durbha. This book was released on 2023-05-12. Available in PDF, EPUB and Kindle. Book excerpt: Geospatial data acquisition and analysis techniques have experienced tremendous growth in the last few years, providing an opportunity to solve previously unsolved environmental- and natural resource-related problems. However, a variety of challenges are encountered in processing the highly voluminous geospatial data in a scalable and efficient manner. Technological advancements in high-performance computing, computer vision, and big data analytics are enabling the processing of big geospatial data in an efficient and timely manner. Many geospatial communities have already adopted these techniques in multidisciplinary geospatial applications around the world. This book is a single source that offers a comprehensive overview of the state of the art and future developments in this domain. FEATURES Demonstrates the recent advances in geospatial analytics tools, technologies, and algorithms Provides insight and direction to the geospatial community regarding the future trends in scalable and intelligent geospatial analytics Exhibits recent geospatial applications and demonstrates innovative ways to use big geospatial data to address various domain-specific, real-world problems Recognizes the analytical and computational challenges posed and opportunities provided by the increased volume, velocity, and veracity of geospatial data This book is beneficial to graduate and postgraduate students, academicians, research scholars, working professionals, industry experts, and government research agencies working in the geospatial domain, where GIS and remote sensing are used for a variety of purposes. Readers will gain insights into the emerging trends on scalable geospatial data analytics.

Geospatial Data Science Techniques and Applications

2017-10-24 Computers
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Release : 2017-10-24
Genre : Computers
Kind : eBook
Book Rating : 980/5 ( reviews)

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Book Synopsis Geospatial Data Science Techniques and Applications by : Hassan A. Karimi

Download or read book Geospatial Data Science Techniques and Applications written by Hassan A. Karimi. This book was released on 2017-10-24. Available in PDF, EPUB and Kindle. Book excerpt: Data science has recently gained much attention for a number of reasons, and among them is Big Data. Scientists (from almost all disciplines including physics, chemistry, biology, sociology, among others) and engineers (from all fields including civil, environmental, chemical, mechanical, among others) are faced with challenges posed by data volume, variety, and velocity, or Big Data. This book is designed to highlight the unique characteristics of geospatial data, demonstrate the need to different approaches and techniques for obtaining new knowledge from raw geospatial data, and present select state-of-the-art geospatial data science techniques and how they are applied to various geoscience problems.

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