Geospatial Ai
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Geospatial Ai
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Author : DR. VINAY KUMAR GADDAM
language : en
Publisher: AQUA PUBLICATIONS
Release Date :
Geospatial Ai written by DR. VINAY KUMAR GADDAM and has been published by AQUA PUBLICATIONS this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
In an era defined by massive spatial data and rapid advancements in artificial intelligence (AI), the confluence of geospatial technologies and AI has emerged as a critical frontier for both scientific inquiry and real-world applications. This textbook, Geospatial AI: Principles, Technologies, and Research Applications, aims to equip readers with a comprehensive understanding of this interdisciplinary domain. Designed to serve undergraduate students, postgraduate scholars, and early-career researchers, the book begins with foundational knowledge of geospatial sciences and progresses to advanced AI-driven applications and research methods. It covers the entire spectrum of topics including GIS, remote sensing, machine learning, deep learning, big earth data, cloud computing platforms, and domain-specific applications such as agriculture, urban analytics, environmental monitoring, and disaster management. Each chapter integrates theoretical concepts, real-world case studies, and hands-on coding examples using Python, Google Earth Engine, and open-source tools. This structure ensures that learners not only understand the "what" and "why" but also the "how" of Geospatial AI. We hope this book serves as a vital resource for academic learning, practical implementation, and future research. It is our sincere belief that Geospatial AI will be instrumental in addressing some of the most pressing challenges facing humanity today— from climate change to food security to sustainable urbanization.
Recent Trends In Geospatial Ai
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Author : Darwish, Dina
language : en
Publisher: IGI Global
Release Date : 2024-12-02
Recent Trends In Geospatial Ai written by Darwish, Dina and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-02 with Technology & Engineering categories.
Geospatial research is facing both enormous new potential and challenges due to artificial intelligence (AI). Theoretical advances, large data, computer hardware, and high-performance computing platforms that enable the creation, training, and deployment of AI models in a reasonable amount of time are the main drivers of its rapid development. There have been notable developments in the field of geospatial AI, particularly in the areas of machine learning, deep learning, and the most recent advancements in AI technology in both academia. These advancements are transforming how spatial data is analyzed and interpreted, enabling more accurate predictions, real-time mapping, and enhanced decision-making capabilities across various applications. Recent Trends in Geospatial AI discusses the emerging potentials, challenges, and trends in geospatial AI. It further explores innovative applications of geospatial AI across a variety of sectors. Covering topics such as data processing, internet of things (IoT), and traffic flow optimization, this book is an excellent resource for graduate and postgraduate students, researchers, academicians, practitioners, and more.
The Routledge Handbook Of Geospatial Technologies And Society
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Author : Alexander J. Kent
language : en
Publisher: Taylor & Francis
Release Date : 2023-08-17
The Routledge Handbook Of Geospatial Technologies And Society written by Alexander J. Kent and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-17 with Science categories.
The Routledge Handbook of Geospatial Technologies and Society provides a relevant and comprehensive reference point for research and practice in this dynamic field. It offers detailed explanations of geospatial technologies and provides critical reviews and appraisals of their application in society within international and multi-disciplinary contexts as agents of change. The ability of geospatial data to transform knowledge in contemporary and future societies forms an important theme running throughout the entire volume. Contributors reflect on the changing role of geospatial technologies in society and highlight new applications that represent transformative directions in society and point towards new horizons. Furthermore, they encourage dialogue across disciplines to bring new theoretical perspectives on geospatial technologies, from neurology to heritage studies. The international contributions from leading scholars and influential practitioners that constitute the Handbook provide a wealth of critical examples of these technologies as agents of change in societies around the globe. The book will appeal to advanced undergraduates and practitioners interested or engaged in their application worldwide.
Advances In Remote Sensing And Gis
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Author : Mr. Rohit Manglik
language : en
Publisher: EduGorilla Publication
Release Date : 2024-06-24
Advances In Remote Sensing And Gis written by Mr. Rohit Manglik and has been published by EduGorilla Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-24 with Science categories.
A comprehensive guide to the latest technologies and methodologies in remote sensing and geographic information systems, this book highlights advancements in data acquisition, image processing, and geospatial analysis.
Advances In Scalable And Intelligent Geospatial Analytics
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Author : Surya S Durbha
language : en
Publisher: CRC Press
Release Date : 2023-05-12
Advances In Scalable And Intelligent Geospatial Analytics written by Surya S Durbha and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-12 with Technology & Engineering categories.
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.
Spatial Artificial Intelligence
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Author : Fivos Papadimitriou
language : en
Publisher: Springer Nature
Release Date : 2025-02-08
Spatial Artificial Intelligence written by Fivos Papadimitriou and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-08 with Computers categories.
This is the first book that focuses on the full range of spatial aspects of Artificial Intelligence. Spatial AI is defined here as - AI that is generated from spatial data, or - AI that is used for spatial analysis and spatial problem-solving, or - AI that is embedded in spatial (physical and/or digital) domains. The reader is presented with a comprehensive exploration of the rise of Spatial AI in the last decades, its applications in spatial analysis and its relationships with GeoAI, Evolutionary AI and Spatial Computing. With chapters addressing the spatial aspects of AI in the context of GenAI, AR, robotics, digital twins etc, it is a valuable resource for those who seek to explore the immense potential of Spatial AI, its possible limitations in terms of energy and computability, as well as its future prospects towards spatially-enabled AGI and Artificial Super-Intelligence.
Advances In Geospatial Technologies For Natural Resource Management
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Author : Ravi Shankar Dwivedi
language : en
Publisher: CRC Press
Release Date : 2024-11-19
Advances In Geospatial Technologies For Natural Resource Management written by Ravi Shankar Dwivedi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-19 with Technology & Engineering categories.
Timely and reliable information on natural resources, regarding their potential and limitations, is a prerequisite for sustainable development. Geospatial technologies offer immense potential in providing such information in a timely and cost-effective manner. Using orbital sensors data in conjunction with airborne and proximal sensors data to generate information on soils and agricultural resources, forests, mineral resources, fossil fuel, wetlands, water resources, and marine resources, this book focuses on the advancements in technologies applicable to managing these resources. It addresses global issues like climate change and land degradation neutrality and introduces spatial data infrastructure (SDI) as a mechanism for sharing geospatial data. This book also provides an in-depth discussion on drones, crowdsourcing, cloud computing, Internet of Things, machine learning, and their applications. FEATURES Contains a comprehensive resource on the latest developments in geospatial technologies and their use in monitoring natural resources, productivity mapping, and modeling Explains the geo-computation methods and online algorithm developments Includes clear guidance on how best to use geospatial data for various applications Discusses case studies from a variety of fields and current trends in the management of natural resources Provides future scenarios concerning platforms, sensors, data analysis, and interpretation techniques This book is written for remote sensing and GIS professionals in environmental institutions and government who are involved in natural resource management projects. Senior undergraduate and graduate-level students in Earth sciences, geography, or environmental management can also use this text for supplementary reading.
Gis Cartography
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Author : Gretchen N. Peterson
language : en
Publisher: CRC Press
Release Date : 2025-02-03
Gis Cartography written by Gretchen N. Peterson and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-03 with Technology & Engineering categories.
The new edition of this well-established introductory cartography textbook is updated to respond to the demand for critical engagement with new technologies, the passion for inclusive design, and for preparing students to build competence in fundamental skills. Written in a friendly style, it is enjoyable to read and includes over 200 figures and maps, explaining everything from layout design to dynamic cartography issues. A new chapter discusses the role of artificial intelligence (AI) in cartography, and a significant expansion to 3D cartography has been incorporated into existing chapters. A new chapter on accessibility provides a thorough understanding of universal design. Additional updates include placements and best practices for digital map elements, global labeling techniques including language support, hybrid map styling, multiscale map testing, and information on 4D mapping. New in the Fourth Edition: Exploration of geospatial AI and generative AI in cartography and how they can already make an impact on workflows. New material on vision, motor, and cognitive accessibility techniques in map design. Expanded discussion on 3D cartography. All chapters are updated with new data and important new developments in cartography, including the importance of accessible design to ensure inclusivity for all users. Updated study questions and exercises to enhance student engagement and comprehension. New discussions of techniques such as aquarium cutaways, integrated north arrows, joy plots, hybrid satellite maps, crafted hachuring, as well as updated information on resolution and file types. This book is written as a go-to guide for learning the art and science of mapmaking. It is for undergraduate and graduate students taking courses in GIS and cartography and studying fields such as geography, geophysics, environmental engineering, urban planning, and so on. It is also a valuable resource for professionals interested in learning techniques and technologies for creating maps and visualizing geospatial datasets.
Ethics Machine Learning And Python In Geospatial Analysis
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Author : Galety, Mohammad Gouse
language : en
Publisher: IGI Global
Release Date : 2024-04-29
Ethics Machine Learning And Python In Geospatial Analysis written by Galety, Mohammad Gouse and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-29 with Technology & Engineering categories.
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.
Artificial Intelligence For Business
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Author : Hemachandran K
language : en
Publisher: CRC Press
Release Date : 2023-11-21
Artificial Intelligence For Business written by Hemachandran K and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-21 with Business & Economics categories.
Artificial intelligence (AI) is transforming the business world at an unprecedented pace. From automating mundane tasks to predicting consumer behaviour, AI is changing the way businesses operate across all sectors. This book is an exploration of AI in business applications, highlighting the diverse range of ways in which AI is being used across different industries. The book begins with an overview of AI in business and its impact on the workforce. It then explores the role of AI in marketing, advertising, and tourism. The use of AI in personalized recommendations and chatbots is discussed in detail. The book then moves on to examine how AI is changing the retail industry, improving supply chain management, and enhancing the customer experience. The media and entertainment industry is also examined, with a focus on how AI is being used to personalize content and improve the user experience. The book also explores the use of AI in human resources, insurance, legal, and finance. The impact of AI on talent identification, recruitment, underwriting, document analysis, and financial forecasting is discussed in detail. In the healthcare and sports industries, AI is transforming the way we approach diagnosis, treatment, and training. The book examines how AI is being used to analyse medical images, develop personalized treatment plans, and improve patient outcomes. The use of AI in sports performance analysis is also discussed in detail. Finally, the book explores the use of AI in agriculture, energy, education, and the public sector. The potential of AI to optimize crop yields, reduce energy consumption, and improve the quality of education is discussed in detail. The book also examines how AI is being used to improve public services, such as transportation and emergency services. This book is a valuable resource for academics, researchers, professionals, and policymakers who are interested in understanding the potential of AI in the business world. The contributions from leading experts and researchers provide a comprehensive overview of AI in business applications, and how it is transforming different sectors. The book also examines the ethical dilemmas that arise from the use of AI in business, such as the impact on privacy and data security, and the potential for bias in AI algorithms. It provides valuable insights into how businesses can ensure that the use of AI is ethical and responsible. In conclusion, this book is a must-read for anyone interested in the potential of AI in the business world. It provides a comprehensive overview of AI in business applications and how it is transforming different sectors. The book examines the ethical dilemmas that arise from the use of AI in business, providing valuable insights into how businesses can ensure that the use of AI is ethical and responsible. We hope that readers will find this book informative and thought-provoking.