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Author: Xiaofeng Li
Publisher: Springer Nature
ISBN: 9811963754
Category : Science
Languages : en
Pages : 351
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Book Description
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: Xiaofeng Li
Publisher: Springer Nature
ISBN: 9811963754
Category : Science
Languages : en
Pages : 351
Get Book Here
Book Description
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 Nature
ISBN: 3031646428
Category :
Languages : en
Pages : 458
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Book Description
Author: William W. Hsieh
Publisher: Cambridge University Press
ISBN: 0521791928
Category : Computers
Languages : en
Pages : 364
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Book Description
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
ISBN: 1402091192
Category : Science
Languages : en
Pages : 418
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Book Description
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: Tymoteusz Miller
Publisher:
ISBN: 9789999314510
Category : Science
Languages : en
Pages : 0
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Book Description
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
ISBN: 0128216840
Category : Science
Languages : en
Pages : 318
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Book Description
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: S. W. A. Sanders
Publisher:
ISBN:
Category : Artificial intelligence
Languages : en
Pages :
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Book Description
Author: Frank Kirchner
Publisher: Springer Nature
ISBN: 3030306836
Category : Technology & Engineering
Languages : en
Pages : 193
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Book Description
This book provides exclusive insight into the development of a new generation of robotic underwater technologies. Deploying and using even the most simple and robust mechanical tools is presenting a challenge, and is often associated with an enormous amount of preparation, continuous monitoring, and maintenance. Therefore, all disciplinary aspects (e.g. system design, communication, machine learning, mapping and coordination, adaptive mission planning) are examined in detail and together this gives an extensive overview on research areas influencing next generation underwater robots. These robotic underwater systems will operate autonomously with the help of the most modern artificial intelligence procedures and perform environmental monitoring as well as inspection and maintenance of underwater structures. The systems are designed as modular and reconfigurable systems for long term autonomy to remain at the site for longer periods of time. New communication methods using AI enable missions of hybrid teams of humans and heterogeneous robots. Thus this volume will be an important reference for scientists on every qualification level in the field of underwater technologies, industrial maritime applications, and maritime science.
Author: Jonathan P. Zehr
Publisher: Springer Nature
ISBN: 303067746X
Category : Science
Languages : en
Pages : 191
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Book Description
This book aims to serve as a centralized reference document for students and researchers interested in aspects of marine nitrogen fixation. Although nitrogen is a critical element in both terrestrial and aquatic productivity, and nitrogen fixation is a key process that balances losses due to denitrification in both environments, most resources on the subject focuses on the biochemistry and microbiology of such processes and the organisms involved in the terrestrial environment on symbiosis in terrestrial systems, or on largely ecological aspects in the marine environment. This book is intended to provide an overview of N2 fixation research for marine researchers, while providing a reference on marine research for researchers in other fields, including terrestrial N2 fixation. This book bridges this knowledge gap for both specialists and non-experts, and provides an in-depth overview of the important aspects of nitrogen fixation as it relates to the marine environment. This resource will be useful for researchers in the specialized field, but also useful for scientists in other disciplines who are interested in the topic. It would provide a possible text for upper division classes or graduate seminars.
Author: Richi Nayak
Publisher: Springer Nature
ISBN: 9819711118
Category :
Languages : en
Pages : 409
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Book Description
