Recent Trends In Geospatial Ai
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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.
Geospatial Intelligence
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Author : Fatimazahra Barramou
language : en
Publisher: Springer
Release Date : 2022-11-25
Geospatial Intelligence written by Fatimazahra Barramou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-25 with Computers categories.
This book explores cutting-edge methods combining geospatial technologies and artificial intelligence related to several fields such as smart farming, urban planning, geology, transportation, and 3D city models. It introduces techniques which range from machine and deep learning to remote sensing for geospatial data analysis. The book consists of two main parts that include 13 chapters contributed by promising authors. The first part deals with the use of artificial intelligence techniques to improve spatial data analysis, whereas the second part focuses on the use of artificial intelligence with remote sensing in various fields. Throughout the chapters, the interest for the use of artificial intelligence is demonstrated for different geospatial technologies such as aerial imagery, drones, Lidar, satellite remote sensing, and more. The work in this book is dedicated to the scientific community interested in the coupling of geospatial technologies and artificial intelligence and exploring the synergetic effects of both fields. It offers practitioners and researchers from academia, the industry and government information, experiences and research results about all aspects of specialized and interdisciplinary fields on geospatial intelligence.
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.
Emerging Ai Applications In Earth Sciences
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Author : Chander Prabha
language : en
Publisher: Springer Nature
Release Date : 2025-08-03
Emerging Ai Applications In Earth Sciences written by Chander Prabha and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-03 with Computers categories.
This proposed book provides deeper insights into artificial intelligence techniques and procedures available for earth sciences. This book unveils several applications of metaheuristic approaches (i.e., swarm intelligence and IoT technologies) in collaboration with AI for earth sciences. It presents the science behind smart technologies that reveal the power of artificial intelligence and IoT. These methodologies help to extract meaningful insights from earth sciences big data analytics. These advanced technologies used in earth science practices can remove geographical barriers, locally adaptive, operationally feasible, and economically affordable. The areas can be explored with the aim of digitizing the whole world. Technological advancement also impacts the financial aspect involved in managing the earth sciences. Intelligent AI applications have made significant strides in the field of earth sciences, offering novel solutions to complex challenges, driving impactful research, and revolutionizing data analysis and interpretation. This intersection of artificial intelligence and earth sciences has paved the way for an enhanced understanding of our planet and its various phenomena.
Machine Learning And Robotics In Urban Planning And Management
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Author : Ravesangar, Kamalesh
language : en
Publisher: IGI Global
Release Date : 2025-02-27
Machine Learning And Robotics In Urban Planning And Management written by Ravesangar, Kamalesh and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-27 with Political Science categories.
The integration of advanced technologies has led to drastic changes in the field of urban planning and management. When using large amounts of data from numerous sources, machine learning models can mimic past scenarios which predict future events. Urban planners use these predictions when making infrastructure or administrative decisions geared towards a highly efficient and sustainable urban environment. Machine learning algorithms can reduce the wait times at intersections, stop-and-go traffic, and overall congestion by adjusting signal timings on a real-time basis according to live density of vehicles. Conventional bottlenecks are identified and possible route changes proposed to generate improved traffic flow across regions. Further research may continue encouraging urban planning and management innovation. Machine Learning and Robotics in Urban Planning and Management explores the integration of machine learning and robotics technology in urban and regional development. It examines solutions for traffic management, infrastructure improvements, and prediction models using intelligent technology. This book covers topics such as neural networks, smart cities, and transportation systems, and is a useful resource for urban developers, business owners, scientists, civil engineers, academicians, and researchers.
Sustainable Practices In The Fashion And Retail Industry
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Author : Tarnanidis, Theodore
language : en
Publisher: IGI Global
Release Date : 2025-03-07
Sustainable Practices In The Fashion And Retail Industry written by Tarnanidis, Theodore and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-07 with Business & Economics categories.
Sustainable shopping practices are becoming more prevalent in the fashion and retail industry as consumers demand more ethical and environmentally friendly products. The industry's negative environmental and social impacts are being reduced through these efforts, which often create high levels of waste, pollution, and exploitation. Technological advancements, shifting values, and changing economic and environmental conditions are shaping the future of consumer shopping habits. As the impact of consumers on society and the environment grows, and digital innovations alter the way people interact with brands, the retail landscape is expected to change significantly. Further exploration of these sustainable practices may provide improved solutions for environmentally conscious fashion and retail businesses. Sustainable Practices in the Fashion and Retail Industry explores the continuing trends of sustainable techniques and practices in the fashion and retail business. It examines how consumer habits are evolving toward more thoughtful, personalized, and technology-driven experiences that align with modern values and lifestyles. This book covers topics such as green marketing, social media, and circular economy, and is a useful resource for business owners, policymakers, entrepreneurs, economists, academicians, and researchers.
Neural Networks And Graph Models For Traffic And Energy Systems
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Author : Bhambri, Pankaj
language : en
Publisher: IGI Global
Release Date : 2025-02-21
Neural Networks And Graph Models For Traffic And Energy Systems written by Bhambri, Pankaj and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-21 with Computers categories.
Neural networks and graph models play a transformative role in optimizing traffic and energy systems, offering advanced solutions for managing complex, interconnected infrastructures. Neural networks can predict traffic patterns, optimize routes, and improve the efficiency of energy distribution networks by learning from real-time data. Graph models help represent and analyze the relationships and flows within transportation and energy systems, enabling more accurate modeling of networks and their interactions. Together, these technologies allow for smarter traffic management, reduced congestion, and enhanced energy grid efficiency. As cities and industries continue to grow, integrating neural networks and graph models into traffic and energy systems is essential in creating sustainable, efficient, and resilient urban environments. Neural Networks and Graph Models for Traffic and Energy Systems explores the sophisticated techniques and practical uses of artificial intelligence in improving and overseeing traffic and energy networks. It examines the connection between neural networks and graph theory, showing how these technologies might transform the effectiveness, sustainability, and robustness of urban infrastructure. This book covers topics such as sustainable development, energy science, traffic systems, and is a useful resource for energy scientists, computer engineers, urban developers, academicians, and researchers.
Cultural Sensitivity Cross Border Logistics And E Commerce In Global Marketing
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Author : Tarnanidis, Theodore
language : en
Publisher: IGI Global
Release Date : 2025-04-17
Cultural Sensitivity Cross Border Logistics And E Commerce In Global Marketing written by Tarnanidis, Theodore and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-17 with Business & Economics categories.
In the digital age, global marketing management plays a crucial role in navigating the complexities of a highly interconnected and rapidly evolving world. Companies must balance technological advancements with cultural sensitivity, adapting their strategies to meet the unique legal, economic, and social conditions of each market. The rise of strategic partnerships and global alliances highlights the importance of collaboration in addressing these challenges. By embracing innovative approaches, businesses can create effective marketing programs that resonate with diverse audiences, fostering growth and competitiveness on a global scale. Cultural Sensitivity, Cross-Border Logistics, and E-Commerce in Global Marketing examines the ongoing trends in global marketing management strategies within the digital domain. It identifies and analyzes the key challenges of marketing and management transformation in the digital age, particularly in diverse cultural and cross-cultural business contexts, and their influence on both domestic and international marketing strategies. Covering topics such as artificial intelligence (AI), entrepreneurship, and sustainable consumption, this book is an excellent resource for academicians, researchers, students, consultants, technology developers, policymakers, and more.
Uav Aerodynamics And Crop Interaction
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Author : Imran
language : en
Publisher: Springer Nature
Release Date : 2025-07-26
Uav Aerodynamics And Crop Interaction written by Imran and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-26 with Technology & Engineering categories.
This book offers insights into how drone aerodynamics influence crop growth, yield, and resilience, and explores the potential of UAV technology. By bridging advanced engineering principles with precision agriculture, it presents practical methods for optimizing UAV operations to enhance microclimates, improve crop health, and boost productivity. Readers will find in-depth analyses supported by compelling results, clear case studies, and high-quality illustrations that vividly demonstrate the interaction between UAV downwash airflow and crop morphology. Special features include detailed schematics, data-driven tables, and a step-by-step guide to designing UAV systems tailored for agricultural applications. This comprehensive approach ensures that readers not only understand the science but are also equipped to implement innovative techniques in real-world scenarios. The primary audience of this book includes undergraduates and graduate students, crop scientists, agronomists, agricultural engineers, UAV researchers, policymakers, and advanced students seeking to revolutionize sustainable farming practices through cutting-edge drone technologies.
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.