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Emerging Ai Applications In Earth Sciences

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Emerging Ai Applications In Earth Sciences Challenges Impact And Analysis

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Author : Chander Prabha
language : en
Publisher:
Release Date : 2025-08-11

Emerging Ai Applications In Earth Sciences Challenges Impact And Analysis written by Chander Prabha and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-11 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.

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.

Novel Ai Applications For Advancing Earth Sciences

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Author : Yadav, Sudesh
language : en
Publisher: IGI Global
Release Date : 2023-12-29

Novel Ai Applications For Advancing Earth Sciences written by Yadav, Sudesh and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-29 with Science categories.

The Earth Sciences industry faces a new challenge - the need for accurate, efficient, and reliable methods to monitor and predict geological phenomena and environmental changes. As climate change, earthquakes, and other natural disasters become more frequent and severe, the necessity for advanced tools and techniques is paramount. Traditional methods often fall short in providing the precision and speed required to address these critical issues. Geologists and earth scientists who are grappling with the urgent problem of utilizing artificial intelligence (AI) to revolutionize their field, will find the solution within the pages of Novel AI Applications for Advancing Earth Sciences. This book offers the research community concepts expanding upon the fusion of AI technology with earth sciences. By leveraging advanced AI tools, such as convolutional neural networks, support vector machines, artificial neural networks, and the potential of remote sensing satellites, this book transforms the identification of geological features, geological mapping, soil classification, and gas detection. Scientists can now predict earthquakes and assess the probability of climate change with unprecedented accuracy. Additionally, the book explains how the optimization of algorithms for specific tasks substantially reduces the time complexity of earth observations, leading to an unprecedented leap in accuracy and efficiency.

The 1995 Goddard Conference On Space Applications Of Artificial Intelligence And Emerging Information Technologies

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Author : Carl F. Hostetter
language : en
Publisher:
Release Date : 1995

The 1995 Goddard Conference On Space Applications Of Artificial Intelligence And Emerging Information Technologies written by Carl F. Hostetter and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with categories.

Artificial Intelligence Applications And Innovations

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Author : Ilias Maglogiannis
language : en
Publisher: Springer Nature
Release Date : 2020-05-29

Artificial Intelligence Applications And Innovations written by Ilias Maglogiannis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-29 with Computers categories.

This 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.* The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language. *The conference was held virtually due to the COVID-19 pandemic.

Artificial Intelligence In Earth Science

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Author : Ziheng Sun
language : en
Publisher: Elsevier
Release Date : 2023-04-27

Artificial Intelligence In Earth Science written by Ziheng Sun and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-27 with Science categories.

Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges provides a comprehensive, step-by-step guide to AI workflows for solving problems in Earth Science. The book focuses on the most challenging problems in applying AI in Earth system sciences, such as training data preparation, model selection, hyperparameter tuning, model structure optimization, spatiotemporal generalization, transforming model results into products, and explaining trained models. In addition, it provides full-stack workflow tutorials to help walk readers through the whole process, regardless of previous AI experience. The book tackles the complexity of Earth system problems in AI engineering, fully guiding geoscientists who are planning to implement AI in their daily work. - Provides practical, step-by-step guides for Earth Scientists who are interested in implementing AI techniques in their work - Features case studies to show real-world examples of techniques described in the book - Includes additional elements to help readers who are new to AI, including end-of-chapter, key concept bulleted lists that concisely cover key concepts in the chapter

Emerging Technologies Novel Crimes And Security

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Author : Hedi Nasheri
language : en
Publisher: Taylor & Francis
Release Date : 2024-12-30

Emerging Technologies Novel Crimes And Security written by Hedi Nasheri and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-30 with Computers categories.

This book provides a holistic overview of the complexities of modern technological advances and their implications for crime and security. It examines the societal dilemmas that accompany these technologies, their strategic impact on geopolitics, governments, business, and civil society. The increasingly interconnected world gives rise to novel crimes and creates a new, complex set of threats. Understanding this landscape is essential to strategizing for the prevention, protection, mitigation, and risk assessment of technology-related crime. Practical and approachable, this book builds knowledge and awareness of the impact of emerging technologies on crime and security among professionals, students, academicians, researchers, and policymakers.

Cognitive Artificial Intelligence For Health And Climate Deep Models Interpretability And Decision Support

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Author : Samit Shivadekar
language : en
Publisher: Deep Science Publishing
Release Date : 2025-08-04

Cognitive Artificial Intelligence For Health And Climate Deep Models Interpretability And Decision Support written by Samit Shivadekar and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-04 with Computers categories.

The intersection of health, climate, and artificial intelligence represents both a challenge and an opportunity. This book explores how Cognitive AI — combining deep learning, reasoning, and interpretability — can address pressing issues in healthcare and climate science while supporting trustworthy, informed decision-making. Focusing on deep models, explainable AI, and decision-support frameworks, we examine methods that go beyond automation to enable human–AI collaboration in complex, high-stakes environments. Through research insights and real-world case studies, the book bridges theory and practice for researchers, practitioners, and decision-makers seeking resilient and transparent AI solutions. It is my hope that this work inspires the development of AI systems that are as trustworthy as they are innovative, serving society’s urgent needs with clarity, fairness, and resilience. In writing this book, I have drawn on my own experiences in research, teaching, and collaboration across disciplines, as well as the invaluable contributions of the AI, health, and climate research communities. I am grateful to colleagues, students, and partners whose insights have shaped the ideas presented here. May this work inspire continued exploration into AI systems that serve humanity’s most urgent needs — and do so with clarity, fairness, and resilience.

Emerging Trends And Technologies In Water Management And Conservation

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Author : Moussaoui, Mohamed
language : en
Publisher: IGI Global
Release Date : 2024-12-06

Emerging Trends And Technologies In Water Management And Conservation written by Moussaoui, Mohamed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-06 with Science categories.

Water is a precious and vital resource for human survival and well-being. However, increasing populations has led to a growing demand, resulting in excessive water use for domestic, agricultural, commercial, and industrial purposes. This overuse, combined with the effects of climate change and pollution, jeopardizes environmental sustainability and sustainable development. Faced with these challenges, it is imperative to adopt innovative approaches for the treatment, management, and preservation of water resources that go beyond conventional methods. Further exploration into these areas may ensure equitable access to high-quality water and safeguard a sustainable future for future generations. Emerging Trends and Technologies in Water Management and Conservation provides a comprehensive exploration of the latest developments in emerging trends and technologies applied to water management, treatment, and conservation of water resources. It highlights the most significant trends in this field, with a primary focus on digital water management and the application of artificial intelligence (AI), the Internet of Things (IoT), and intelligent technologies. This book covers topics such as environmental science, digital technology, and water purification, and is a useful resource for environmental scientists, civil engineers, computer engineers, conservationists, academicians, and researchers.

Geoai And Human Geography

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Author : Xiao Huang
language : en
Publisher: Springer Nature
Release Date : 2025-07-30

Geoai And Human Geography written by Xiao Huang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-30 with Computers categories.

This volume outlines a comprehensive journey into how geospatial artificial intelligence (GeoAI) is reshaping our understanding of people and places. Merging traditional geographic inquiry with AI technologies, it offers a holistic view of digital tools and advanced algorithms that redefine human geography. Across twenty‐eight chapters, the book chronicles the evolution of geographic thought into the GeoAI era. Innovative methodologies—from explainable spatial analysis and natural language processing to human-centered computer vision and high-performance computing—reveal new patterns and relationships beyond conventional approaches. Each contribution highlights both technical strides in data processing and enriched perspectives on cultural, economic, political, health, and urban studies. Showcasing diverse applications in disaster management, climate change adaptation, and urban planning, the volume demonstrates GeoAI’s transformative potential. It also engages with ethical, sustainable, and social challenges, emphasizing that technological innovation must serve real-world impacts and inclusivity. Ideal for researchers, students, and practitioners alike, this volume invites you to explore new frontiers at the intersection of technology and human experience.

Emerging Ai Applications In Earth Sciences

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