Artificial Intelligence Oceanography
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| Author | : Xiaofeng Li |
| Publisher | : Springer Nature |
| Total Pages | : 351 |
| Release | : 2023-02-03 |
| Genre | : Science |
| ISBN | : 9811963754 |
This open access book invites readers to learn how to develop artificial intelligence (AI)-based algorithms to perform their research in oceanography. Various examples are exhibited to guide details of how to feed the big ocean data into the AI models to analyze and achieve optimized results. The number of scholars engaged in AI oceanography research will increase exponentially in the next decade. Therefore, this book will serve as a benchmark providing insights for scholars and graduate students interested in oceanography, computer science, and remote sensing.
| Author | : Debashis De |
| Publisher | : Springer |
| Total Pages | : 0 |
| Release | : 2024-10-02 |
| Genre | : Mathematics |
| ISBN | : 9783031646416 |
Artificial Intelligence and Edge Computing for Sustainable Ocean Health explores the transformative role of AI and edge computing in preserving and enhancing ocean health. The growing influence of Artificial Intelligence (AI), along with the Internet of Things (IoT) in generating wide coverage of sensor networks, and Edge Computing (EC) has paved the way for investigation of underwater as well as massive marine data, thereby generating huge potential for credible research opportunities for these domains. This book’s journey begins with a broad overview of Artificial Intelligence for Sustainable Ocean Health, setting the foundation for understanding AI's potential in marine conservation. The subsequent chapter, Role of Artificial Intelligence and Technologies in Improving Ocean Health in Promoting Tourism, illustrates the synergy between technological advancements and sustainable tourism practices, demonstrating how AI can enhance the attractiveness and preservation of marine destinations. The identification, restoration, and monitoring of marine resources along with the utilization of technology continues in Utilization of Underwater Wireless Sensor Network through Supervising a Random Network Environment in the Ocean Environment has been extensively dealt with. The technical challenges of underwater imaging, essential for accurate data collection and analysis has been discussed. The importance of Explainable AI is discussed in chapters like Sustainable Development Goal 14: Explainable AI (XAI) for Ocean Health, Explainable AI (XAI) for Ocean Health: Exploring the Role of Explainable AI in Enhancing Ocean Health, and A Comprehensive Study of AI (XAI) for Ocean Health Monitoring, which emphasize transparency and trust in AI systems. Further, Revolutionizing Internet of Underwater Things with Federated Learning, Underwater Drone, Underwater Imagery with AI/ML and IoT in ROV Technology and Ocean Cleanup has been demonstrated using innovative approaches to addressing underwater challenges. The book also includes a Review on the Optics and Photonics in Environmental Sustainability, focusing on the role of optics in marine conservation. Security issues are tackled in Intelligent Hash Function Based Key-Exchange Scheme for Ocean Underwater Data Transmission, and the overarching potential of AI in marine resource management is discussed in Artificial Intelligence as Key-enabler for Safeguarding the Marine Resources.
| Author | : William W. Hsieh |
| Publisher | : Cambridge University Press |
| Total Pages | : 364 |
| Release | : 2009-07-30 |
| Genre | : Computers |
| ISBN | : 0521791928 |
A graduate textbook that provides a unified treatment of machine learning methods and their applications in the environmental sciences.
| Author | : Sue Ellen Haupt |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 418 |
| Release | : 2008-11-28 |
| Genre | : Science |
| ISBN | : 1402091192 |
How can environmental scientists and engineers use the increasing amount of available data to enhance our understanding of planet Earth, its systems and processes? This book describes various potential approaches based on artificial intelligence (AI) techniques, including neural networks, decision trees, genetic algorithms and fuzzy logic. Part I contains a series of tutorials describing the methods and the important considerations in applying them. In Part II, many practical examples illustrate the power of these techniques on actual environmental problems. International experts bring to life ways to apply AI to problems in the environmental sciences. While one culture entwines ideas with a thread, another links them with a red line. Thus, a “red thread“ ties the book together, weaving a tapestry that pictures the ‘natural’ data-driven AI methods in the light of the more traditional modeling techniques, and demonstrating the power of these data-based methods.
| Author | : Naomi Oreskes |
| Publisher | : University of Chicago Press |
| Total Pages | : 749 |
| Release | : 2021-04-19 |
| Genre | : History |
| ISBN | : 022673241X |
A vivid portrait of how Naval oversight shaped American oceanography, revealing what difference it makes who pays for science. What difference does it make who pays for science? Some might say none. If scientists seek to discover fundamental truths about the world, and they do so in an objective manner using well-established methods, then how could it matter who’s footing the bill? History, however, suggests otherwise. In science, as elsewhere, money is power. Tracing the recent history of oceanography, Naomi Oreskes discloses dramatic changes in American ocean science since the Cold War, uncovering how and why it changed. Much of it has to do with who pays. After World War II, the US military turned to a new, uncharted theater of warfare: the deep sea. The earth sciences—particularly physical oceanography and marine geophysics—became essential to the US Navy, which poured unprecedented money and logistical support into their study. Science on a Mission brings to light how this influx of military funding was both enabling and constricting: it resulted in the creation of important domains of knowledge but also significant, lasting, and consequential domains of ignorance. As Oreskes delves into the role of patronage in the history of science, what emerges is a vivid portrait of how naval oversight transformed what we know about the sea. It is a detailed, sweeping history that illuminates the ways funding shapes the subject, scope, and tenor of scientific work, and it raises profound questions about the purpose and character of American science. What difference does it make who pays? The short answer is: a lot.
| Author | : Tymoteusz Miller |
| Publisher | : |
| Total Pages | : 0 |
| Release | : 2024-02-05 |
| Genre | : Science |
| ISBN | : 9789999314510 |
Embark on a captivating voyage with "Sailing on Digital Waves: Leveraging AI for Sea Transport and Oceanography," a pioneering exploration that charts the course of artificial intelligence in transforming maritime industries. This comprehensive monograph delves deep into the confluence of AI, advanced ship mechanics, sea transport, and the enigmatic realm of oceanography. As the digital age ushers in unprecedented advancements, this book emerges as a guiding star, illuminating the path to operational excellence, enhanced safety measures, and a profound understanding of the ocean's mysteries. With meticulous research and insightful analysis, "Sailing on Digital Waves" unravels the complex fabric of maritime technology and tradition. Readers are invited to navigate through the intricacies of ship design, the nuanced dynamics of maritime transport, and the innovative strides of AI in charting unexplored waters. This book is not merely a collection of theories and concepts; it's a vivid narrative that weaves together the threads of technological prowess, environmental stewardship, and the unyielding human spirit. Whether you're an industry professional, a dedicated researcher, or an enthusiastic aficionado of the sea and technology, this book offers a treasure trove of knowledge and inspiration. It stands as a testament to the remarkable synergy between human ingenuity and machine intelligence, steering us towards a future where our oceans are not only understood but also revered and meticulously preserved. "Sailing on Digital Waves" beckons you to set sail on a transformative journey. It promises not just a deeper comprehension of the maritime world but also inspires a wave of innovation and conservation. As you turn each page, prepare to be immersed in a sea of possibilities, where AI and oceanography converge to create a harmonious and sustainable future for our planet's blue heart.
| Author | : |
| Publisher | : Academic Press |
| Total Pages | : 318 |
| Release | : 2020-09-22 |
| Genre | : Science |
| ISBN | : 0128216840 |
Advances in Geophysics, Volume 61 - Machine Learning and Artificial Intelligence in Geosciences, the latest release in this highly-respected publication in the field of geophysics, contains new chapters on a variety of topics, including a historical review on the development of machine learning, machine learning to investigate fault rupture on various scales, a review on machine learning techniques to describe fractured media, signal augmentation to improve the generalization of deep neural networks, deep generator priors for Bayesian seismic inversion, as well as a review on homogenization for seismology, and more. Provides high-level reviews of the latest innovations in geophysics Written by recognized experts in the field Presents an essential publication for researchers in all fields of geophysics
| Author | : Debashis De |
| Publisher | : Springer Nature |
| Total Pages | : 456 |
| Release | : |
| Genre | : |
| ISBN | : 3031646428 |
| Author | : S. W. A. Sanders |
| Publisher | : |
| Total Pages | : |
| Release | : 2002 |
| Genre | : Artificial intelligence |
| ISBN | : |
| Author | : Margaret A. Boden |
| Publisher | : Oxford University Press |
| Total Pages | : 191 |
| Release | : 2018-08-13 |
| Genre | : Computers |
| ISBN | : 0191080071 |
The applications of Artificial Intelligence lie all around us; in our homes, schools and offices, in our cinemas, in art galleries and - not least - on the Internet. The results of Artificial Intelligence have been invaluable to biologists, psychologists, and linguists in helping to understand the processes of memory, learning, and language from a fresh angle. As a concept, Artificial Intelligence has fuelled and sharpened the philosophical debates concerning the nature of the mind, intelligence, and the uniqueness of human beings. In this Very Short Introduction , Margaret A. Boden reviews the philosophical and technological challenges raised by Artificial Intelligence, considering whether programs could ever be really intelligent, creative or even conscious, and shows how the pursuit of Artificial Intelligence has helped us to appreciate how human and animal minds are possible. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.
