Emerging Trends Techniques And Applications In Geospatial Data Science

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Emerging Trends, Techniques, and Applications in Geospatial Data Science

Loveleen Gaur,P. K. Garg
Emerging Trends Techniques and Applications in Geospatial Data Science Book PDF

Author : Loveleen Gaur,P. K. Garg
Publisher : Unknown
Page : 0 pages
File Size : 47,5 Mb
Release : 2023
Category : Big data
ISBN : 1668473208

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Emerging Trends, Techniques, and Applications in Geospatial Data Science by Loveleen Gaur,P. K. Garg Pdf

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, Techniques, and Applications in Geospatial Data Science

Gaur, Loveleen,Garg, P.K.
Emerging Trends Techniques and Applications in Geospatial Data Science Book PDF

Author : Gaur, Loveleen,Garg, P.K.
Publisher : IGI Global
Page : 324 pages
File Size : 49,6 Mb
Release : 2023-04-24
Category : Technology & Engineering
ISBN : 9781668473214

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Emerging Trends, Techniques, and Applications in Geospatial Data Science by Gaur, Loveleen,Garg, P.K. Pdf

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.

Geospatial Data Science Techniques and Applications

Hassan A. Karimi,Bobak Karimi
Geospatial Data Science Techniques and Applications Book PDF

Author : Hassan A. Karimi,Bobak Karimi
Publisher : CRC Press
Page : 375 pages
File Size : 53,7 Mb
Release : 2017-10-24
Category : Computers
ISBN : 9781351855983

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Geospatial Data Science Techniques and Applications by Hassan A. Karimi,Bobak Karimi Pdf

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.

Geospatial Application Development Using Python Programming

Galety, Mohammad Gouse,Natarajan, Arul Kumar,Gedefa, Tesfaye Fufa,Lemma, Tsegaye Demsis
Geospatial Application Development Using Python Programming Book PDF

Author : Galety, Mohammad Gouse,Natarajan, Arul Kumar,Gedefa, Tesfaye Fufa,Lemma, Tsegaye Demsis
Publisher : IGI Global
Page : 364 pages
File Size : 44,7 Mb
Release : 2024-05-16
Category : Technology & Engineering
ISBN : 9798369317556

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Geospatial Application Development Using Python Programming by Galety, Mohammad Gouse,Natarajan, Arul Kumar,Gedefa, Tesfaye Fufa,Lemma, Tsegaye Demsis Pdf

Academics and researchers currently grapple with a pressing issue; the demand for precise and insightful geographical information has surged across various fields, encompassing urban planning, environmental monitoring, agriculture, and disaster management. This surge has revealed a substantial knowledge gap, underscoring the need for effective applications that can bridge the gap between cutting-edge technologies and practical usage. Geospatial Application Development Using Python Programming emerges as the definitive solution to this challenge. This comprehensive book equips academics, researchers, and professionals with the essential tools and insights required to leverage the capabilities of Python programming in the realm of spatial analysis. It goes beyond merely connecting these two realms; it actively fosters their collaboration. By advancing knowledge in spatial sciences and highlighting Python's pivotal role in data analysis and application development, this book plays a crucial part in addressing the challenge of effectively harnessing geographical data.

Advances in Scalable and Intelligent Geospatial Analytics

Surya S Durbha,Jibonananda Sanyal,Lexie Yang,Sangita S Chaudhari,Ujwala Bhangale,Ujwala Bharambe,Kuldeep Kurte
Advances in Scalable and Intelligent Geospatial Analytics Book PDF

Author : Surya S Durbha,Jibonananda Sanyal,Lexie Yang,Sangita S Chaudhari,Ujwala Bhangale,Ujwala Bharambe,Kuldeep Kurte
Publisher : CRC Press
Page : 423 pages
File Size : 52,8 Mb
Release : 2023-05-12
Category : Technology & Engineering
ISBN : 9781000877489

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Advances in Scalable and Intelligent Geospatial Analytics by Surya S Durbha,Jibonananda Sanyal,Lexie Yang,Sangita S Chaudhari,Ujwala Bhangale,Ujwala Bharambe,Kuldeep Kurte Pdf

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.

Emerging Trends in Open Source Geographic Information Systems

Srivastava, Naveenchandra N.
Emerging Trends in Open Source Geographic Information Systems Book PDF

Author : Srivastava, Naveenchandra N.
Publisher : IGI Global
Page : 302 pages
File Size : 50,8 Mb
Release : 2018-05-25
Category : Technology & Engineering
ISBN : 9781522550402

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Emerging Trends in Open Source Geographic Information Systems by Srivastava, Naveenchandra N. Pdf

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.

Big Data

Hassan A. Karimi
Big Data Book PDF

Author : Hassan A. Karimi
Publisher : CRC Press
Page : 314 pages
File Size : 42,7 Mb
Release : 2014-02-18
Category : Mathematics
ISBN : 9781466586512

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Big Data by Hassan A. Karimi Pdf

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. Providing a perspective based on analysis of time, applications, and resources, this book familiarizes readers with geospatial applications that fall under the category of big data. It explores new trends in geospatial data collection, such as geo-crowdsourcing and advanced data collection technologies such as LiDAR point clouds. The book features a range of topics on big data techniques and technologies in geoinformatics including distributed computing, geospatial data analytics, social media, and volunteered geographic information. With chapters contributed by experts in geoinformatics and in domains such as computing and engineering, the book provides an understanding of the challenges and issues of big data in geoinformatics applications. The book is a single collection of current and emerging techniques, technologies, and tools that are needed to collect, analyze, manage, process, and visualize geospatial big data.

Ethics, Machine Learning, and Python in Geospatial Analysis

Galety, Mohammad Gouse,Natarajan, Arul Kumar,Gedefa, Tesfaye Fufa,Lemma, Tsegaye Demsis
Ethics Machine Learning and Python in Geospatial Analysis Book PDF

Author : Galety, Mohammad Gouse,Natarajan, Arul Kumar,Gedefa, Tesfaye Fufa,Lemma, Tsegaye Demsis
Publisher : IGI Global
Page : 359 pages
File Size : 44,7 Mb
Release : 2024-04-29
Category : Technology & Engineering
ISBN : 9798369363836

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Ethics, Machine Learning, and Python in Geospatial Analysis by Galety, Mohammad Gouse,Natarajan, Arul Kumar,Gedefa, Tesfaye Fufa,Lemma, Tsegaye Demsis Pdf

In geospatial analysis, navigating the complexities of data interpretation and analysis presents a formidable challenge. Traditional methods often need to efficiently handle vast volumes of geospatial data while providing insightful and actionable results. Scholars and practitioners grapple with manual or rule-based approaches, hindering progress in understanding and addressing pressing issues such as climate change, urbanization, and resource management. Ethics, Machine Learning, and Python in Geospatial Analysis offers a solution to the challenges faced by leveraging the extensive library support and user-friendly interface of Python and machine learning. The book’s meticulously crafted chapters guide readers through the intricacies of Python programming and its application in geospatial analysis, from fundamental concepts to advanced techniques.

Advanced Geospatial Practices in Natural Environment Resource Management

Vohra, Rubeena,Kumar, Ashish
Advanced Geospatial Practices in Natural Environment Resource Management Book PDF

Author : Vohra, Rubeena,Kumar, Ashish
Publisher : IGI Global
Page : 311 pages
File Size : 47,6 Mb
Release : 2024-03-18
Category : Technology & Engineering
ISBN : 9798369313978

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Advanced Geospatial Practices in Natural Environment Resource Management by Vohra, Rubeena,Kumar, Ashish Pdf

Today, the relentless depletion of natural resources has reached a critical juncture, demanding innovative solutions. Advanced Geospatial Practices in Natural Environment Resource Management dives into the intricate tapestry of issues jeopardizing ecosystems. This book systematically dissects the fundamental drivers, traces the historical evolution, and elucidates the underlying causes that have led to this precarious point. From deforestation to pollution, from climate change to habitat destruction, these challenges are multifaceted. By harnessing the power of data-driven decision-making and predictive modeling, this book advocates for a profound shift in the approach to environmental issues. This book also explores the complexities of water, soil, and air-related challenges, offering technically sound solutions that strike a balance between legislative, economic, social, and political considerations. The holistic approach championed in these pages holds the potential to benefit governments, businesses, and communities alike. This book is ideal for a diverse audience, including students, scholars, and researchers, as well as environmental science enthusiasts, geospatial technology professionals, and AI/ML practitioners. Policymakers, environmental engineers, and professionals engaged in governmental and corporate sustainability initiatives will also discover practical solutions to address the pressing challenges.

Geo-Intelligence and Visualization through Big Data Trends

Bozkaya, Burçin
Geo Intelligence and Visualization through Big Data Trends Book PDF

Author : Bozkaya, Burçin
Publisher : IGI Global
Page : 349 pages
File Size : 47,8 Mb
Release : 2015-08-19
Category : Technology & Engineering
ISBN : 9781466684669

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Geo-Intelligence and Visualization through Big Data Trends by Bozkaya, Burçin Pdf

The last decade has seen a tremendous increase in the volume of data collected from personal and professional sources. While there have been many computational approaches available for analyzing these datasets, there is also growing interest in visualizing and making sense of spatio-temporal data. Geo-Intelligence and Visualization through Big Data Trends provides an overview of recent developments, applications, and research on the topic of spatio-temporal big data analysis and visualization, as well as location intelligence and analytics. Focusing on emerging trends in this dynamic field, this publication is an innovative resource aimed at the scholarly and professional interests of academicians, practitioners, and students.

Metaverse Applications for Intelligent Healthcare

Gaur, Loveleen,Jhanjhi, Noor Zaman
Metaverse Applications for Intelligent Healthcare Book PDF

Author : Gaur, Loveleen,Jhanjhi, Noor Zaman
Publisher : IGI Global
Page : 422 pages
File Size : 46,7 Mb
Release : 2023-11-24
Category : Medical
ISBN : 9781668498248

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Metaverse Applications for Intelligent Healthcare by Gaur, Loveleen,Jhanjhi, Noor Zaman Pdf

Metaverse Applications for Intelligent Healthcare explores the exciting intersection of artificial intelligence (AI) and the metaverse in the field of healthcare. The use of AI technology in healthcare has already shown great potential in assisting with diagnosis, treatment, and patient care. The metaverse, with its immersive virtual environments, has the potential to revolutionize healthcare by making it more accessible, efficient, and personalized. This book introduces various applications of the metaverse in healthcare, including virtual consultations, remote patient monitoring, and virtual rehabilitation. The book discusses how the metaverse can be used to provide immersive experiences that empower patients and providers, while also offering unique learning opportunities. The book is ideal for researchers, practitioners, healthcare professionals, scholars, and students who are interested in exploring the cutting-edge technology of AI and the metaverse in healthcare. It offers insights into the future of healthcare, and how these technologies can be used to provide better care to patients. By combining the latest research in AI and the metaverse, this book provides a comprehensive overview of the potential applications of these technologies in healthcare.

Emerging Methods and Multidisciplinary Applications in Geospatial Research

Albert, Donald P.
Emerging Methods and Multidisciplinary Applications in Geospatial Research Book PDF

Author : Albert, Donald P.
Publisher : IGI Global
Page : 414 pages
File Size : 43,9 Mb
Release : 2012-08-31
Category : Technology & Engineering
ISBN : 9781466619524

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Emerging Methods and Multidisciplinary Applications in Geospatial Research by Albert, Donald P. Pdf

We need to understand how to utilize Geospatial Research in order to help us solve problems in environmental, life science, and defense industries, as well as intelligence, natural resources, medical and public safety industries. Emerging Methods and Multidisciplinary Applications in Geospatial Research exemplifies the usage of geographic information science and technology (GIS&T) to explore and resolve geographical issues from various application domains within the social and/or physical sciences. It specializes in studies from applied geography that interfaces with geographic information science and technology. This publication is designed to provide planners and policy analysts, practitioners, academicians, and others using GIS&T useful studies that might support decision-making activities.

Geospatial Data Science in Healthcare for Society 5.0

Pradeep Kumar Garg,Nitin K. Tripathi,Martin Kappas,Loveleen Gaur
Geospatial Data Science in Healthcare for Society 5 0 Book PDF

Author : Pradeep Kumar Garg,Nitin K. Tripathi,Martin Kappas,Loveleen Gaur
Publisher : Springer Nature
Page : 321 pages
File Size : 42,6 Mb
Release : 2022-03-10
Category : Computers
ISBN : 9789811694769

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Geospatial Data Science in Healthcare for Society 5.0 by Pradeep Kumar Garg,Nitin K. Tripathi,Martin Kappas,Loveleen Gaur Pdf

The book introduces a variety of latest techniques designed to represent, enhance, and empower multi-disciplinary approaches of geographic information system (GIS), artificial intelligence (AI), deep learning (DL), machine learning, and cloud computing research in healthcare. It provides a unique compendium of the current and emerging use of geospatial data for healthcare and reflects the diversity, complexity, and depth and breadth of this multi-disciplinary area. This book addresses various aspects of how smart healthcare devices can be used to detect and analyze diseases. Further, it describes various tools and techniques to evaluate the efficacy, suitability, and efficiency of geospatial data for health-related applications. It features illustrative case studies, including future applications and healthcare challenges. This book is beneficial for computer science and engineering students and researchers, medical professionals, and anyone interested in using geospatial data in healthcare. It is also intended for experts, offering them a valuable retrospective and a global vision for the future, as well as for non-experts who are curious to learn about this important subject. The book presents an effort to draw how we can build health-related applications using geospatial big data and their subsequent analysis.

Geospatial Data Science Techniques and Applications

Hassan A. Karimi,Bobak Karimi
Geospatial Data Science Techniques and Applications Book PDF

Author : Hassan A. Karimi,Bobak Karimi
Publisher : CRC Press
Page : 258 pages
File Size : 53,9 Mb
Release : 2017-10-24
Category : Computers
ISBN : 9781351855990

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Geospatial Data Science Techniques and Applications by Hassan A. Karimi,Bobak Karimi Pdf

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.

Geospatial Data Science Techniques and Applications

Hassan A. Karimi
Geospatial Data Science Techniques and Applications Book PDF

Author : Hassan A. Karimi
Publisher : Unknown
Page : 128 pages
File Size : 53,7 Mb
Release : 2017
Category : Electronic
ISBN : 1351855972

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Geospatial Data Science Techniques and Applications by Hassan A. Karimi Pdf

"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."--Provided by publisher.