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Artificial Intelligence and the Environmental Crisis

Artificial Intelligence and the Environmental Crisis
Author: Keith Ronald Skene
Publisher: Routledge
Total Pages: 263
Release: 2019-12-19
Genre: Computers
ISBN: 042961909X

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A radical and challenging book which argues that artificial intelligence needs a completely different set of foundations, based on ecological intelligence rather than human intelligence, if it is to deliver on the promise of a better world. This can usher in the greatest transformation in human history, an age of re-integration. Our very existence is dependent upon our context within the Earth System, and so, surely, artificial intelligence must also be grounded within this context, embracing emergence, interconnectedness and real-time feedback. We discover many positive outcomes across the societal, economic and environmental arenas and discuss how this transformation can be delivered. Key Features: Identifies a key weakness in current AI thinking, that threatens any hope of a better world. Highlights the importance of realizing that systems theory is an essential foundation for any technology that hopes to positively transform our world. Emphasizes the need for a radical new approach to AI, based on ecological systems. Explains why ecosystem intelligence, not human intelligence, offers the best framework for AI. Examines how this new approach will impact on the three arenas of society, environment and economics, ushering in a new age of re-integration.


Is AI Good for the Planet?

Is AI Good for the Planet?
Author: Benedetta Brevini
Publisher: John Wiley & Sons
Total Pages: 160
Release: 2021-10-14
Genre: Computers
ISBN: 1509547967

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Artificial intelligence (AI) is presented as a solution to the greatest challenges of our time, from global pandemics and chronic diseases to cybersecurity threats and the climate crisis. But AI also contributes to the climate crisis by running on technology that depletes scarce resources and by relying on data centres that demand excessive energy use. Is AI Good for the Planet? brings the climate crisis to the centre of debates around AI, exposing its environmental costs and forcing us to reconsider our understanding of the technology. It reveals why we should no longer ignore the environmental problems generated by AI. Embracing a green agenda for AI that puts the climate crisis at centre stage is our urgent priority. Engaging and passionately written, this book is essential reading for scholars and students of AI, environmental studies, politics, and media studies and for anyone interested in the connections between technology and the environment.


Artificial Intelligence Methods in the Environmental Sciences

Artificial Intelligence Methods in the Environmental Sciences
Author: Sue Ellen Haupt
Publisher: Springer Science & Business Media
Total Pages: 418
Release: 2008-11-28
Genre: Science
ISBN: 1402091192

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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.


Ecology, Artificial Intelligence, and Virtual Reality

Ecology, Artificial Intelligence, and Virtual Reality
Author: Sing C. Chew
Publisher: Rowman & Littlefield
Total Pages: 119
Release: 2021-02-11
Genre: Nature
ISBN: 179364151X

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We live in a digitalized world that is experiencing environmental changes, scarcity of natural resources, global pandemics, mass migrations, and burgeoning global populations. In Ecology, Artificial Intelligence, and Virtual Reality, Sing C. Chew proposes that we meet these challenges by examining the connected global world we live in and by considering the advances that have been made in digitalization, miniaturization, dematerialization, artificial intelligence, virtual and augmented realities, and machine learning, which have increased our socioeconomic and political productivity. Chew outlines potential structural avenues to address these challenges, suggests pragmatic choices to ease living during these chaotic crisis conditions, and outlines solutions that will enable us to traverse systemic crises.


AI in the Wild

AI in the Wild
Author: Peter Dauvergne
Publisher: MIT Press
Total Pages: 278
Release: 2020-09-15
Genre: Computers
ISBN: 0262359588

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Examining the potential benefits and risks of using artificial intelligence to advance global sustainability. Drones with night vision are tracking elephant and rhino poachers in African wildlife parks and sanctuaries; smart submersibles are saving coral from carnivorous starfish on Australia's Great Barrier Reef; recycled cell phones alert Brazilian forest rangers to the sound of illegal logging. The tools of artificial intelligence are being increasingly deployed in the battle for global sustainability. And yet, warns Peter Dauvergne, we should be cautious in declaring AI the planet's savior. In AI in the Wild, Dauvergne avoids the AI industry-powered hype and offers a critical view, exploring both the potential benefits and risks of using artificial intelligence to advance global sustainability.


Achieving Sustainability with AI Technologies

Achieving Sustainability with AI Technologies
Author: Vishal Jain
Publisher: Engineering Science Reference
Total Pages: 0
Release: 2024-03-29
Genre: Business & Economics
ISBN:

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In the wake of rapid industrial expansion and the consequent surge in energy consumption, our planet faces an imminent threat--global warming. The symbiotic relationship between escalating industrial activities and the insatiable demand for energy resources has given rise to a pressing environmental crisis. As information technology (IT) and computing services advance at an unprecedented pace, the need for energy usage grows exponentially, exacerbating the environmental impact. The world is at a crossroads, demanding a transformative solution that not only addresses the energy conundrum but also steers technological advancements toward a sustainable future. Achieving Sustainability with AI Technologies stands as the beacon of hope in this environmental conundrum. Edited with the intent of delivering a convergence strategy, this book comprehensively explores, transforms, and develops technological systems tailored to emerging technologies in society. Targeted at academic scholars, the book encapsulates a groundbreaking approach to the energy crisis by unraveling the potential of Green Computing. It serves as a pivotal guide, offering insights into sustainable cloud computing, harnessing artificial intelligence and machine learning for sustainability, navigating sustainable wireless systems and networks, and pioneering Green IoT and Edge-AI. Each chapter provides a profound exploration of solutions that bridge the gap between technological advancements and sustainable practices. As nations grapple with the repercussions of energy-intensive industrial growth, Achieving Sustainability with AI Technologies emerges as an indispensable solution. This book is not merely a collection of academic discussions; it is a roadmap toward a greener, more sustainable future. By offering a strategic convergence of technology and environmental consciousness, it empowers scholars and researchers to contribute actively to the paradigm shift needed for our planet's survival.


Artificial Intelligence and Environmental Sustainability

Artificial Intelligence and Environmental Sustainability
Author: Hui Lin Ong
Publisher: Springer Nature
Total Pages: 218
Release: 2022-04-29
Genre: Technology & Engineering
ISBN: 9811914346

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The book discusses comprehensive and cutting-edge research and development endeavors, as well as innovative solutions, in implementing AI and related technologies to meet and undertake current and future challenges towards ensuring environmental sustainability. It explores the future research directions in the era of Industry 4.0. In the beginning, an overview of the utilization of Al for environmental sustainability is provided. The remaining chapters of the book cover the technological and application aspects of Al for environmental sustainability with illustrative examples. Finally, challenges with respect to deploying Al to solving environmental problems and the future trends are covered.


AI for Climate Change and Environmental Sustainability

AI for Climate Change and Environmental Sustainability
Author: Suneeta Satpathy
Publisher:
Total Pages: 0
Release: 2024-08
Genre: Computers
ISBN: 9781032589060

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This book discusses the adverse effects of climatic changes on our planet. It examines AI-based tools and technologies and how they can assist in identifying energy emission reductions, CO2 removal, and support the development of greener transportation networks, monitoring deforestation, and forecast extreme weather events. AI for Climate Change and Environmental Sustainability, identifies and discusses in detail the importance of environmental sustainability based on accomplishment of UNs 17 Sustainable Developmental Goals (SDGs). It presents the various AI-based possibilities for accelerating international efforts to safeguard the environment and conserve natural resources. The authors offer a comprehensive analysis of the emerging field of climate change in relation to Internet of Things, artificial intelligence, machine learning, and deep learning. The book discusses AI developments, applications, and best practices that will help us transition to a low-carbon future on both a regional and global scale. It provides case studies with analytical results pertinent to the climate change and weather prediction and includes chapters with a research-oriented approach, which can encourage new developments in the field of sustainable climate and green environment. The book can be used as a primary textbook for graduate and postgraduate students in technology and science, as well as a reference for researchers, academics, and IT professionals working on climate change and sustainability initiatives.


The Power of Data: Driving Climate Change with Data Science and Artificial Intelligence Innovations

The Power of Data: Driving Climate Change with Data Science and Artificial Intelligence Innovations
Author: Aboul Ella Hassanien
Publisher: Springer Nature
Total Pages: 255
Release: 2023-03-11
Genre: Computers
ISBN: 3031224566

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This book discusses the advances of artificial intelligence and data sciences in climate change and provides the power of the climate data that is used as inputs to artificial intelligence systems. It is a good resource for researchers and professionals who work in the field of data sciences, artificial intelligence, and climate change applications.