Ai For Climate Change And Environmental Sustainability

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AI for Climate Change and Environmental Sustainability

Author : Suneeta Satpathy
Publisher :
ISBN 13 : 9781032589060
Total Pages : 0 pages
Book Rating : 4.5/5 (89 download)

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Book Synopsis AI for Climate Change and Environmental Sustainability by : Suneeta Satpathy

Download or read book AI for Climate Change and Environmental Sustainability written by Suneeta Satpathy and published by . This book was released on 2024-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Artificial Intelligence and The Environment

Author : Cindy Mason
Publisher :
ISBN 13 : 9781733524803
Total Pages : 180 pages
Book Rating : 4.5/5 (248 download)

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Book Synopsis Artificial Intelligence and The Environment by : Cindy Mason

Download or read book Artificial Intelligence and The Environment written by Cindy Mason and published by . This book was released on 2020-07-07 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This volume reports 16 AI projects on engineering sustainability using AI, Machine Learning, Signal Processing, Databases and other Technologies (Hybrid AI). Sixty scientists contribute to the volume on ‘Boots on the Ground’ topics including fire fighting, forestry sustainability, flood prediction, algae bloom prediction, water pollution prediction, sewage treatment, recycling and resource consumption. There are also ‘Data, Data Everywhere’ topics including biodiversity cataloguing, plant physiology and climate modeling, forest ecosystem modelling, satellite data aggregation and viewing and weather forecasting. The contributions of each team of scientists, AI researchers and engineers has been assembled with a set of helpful questions and answers called “Classroom Connection” at the end of each chapter. The existence of this book serves to document the AI projects in existence and some of the people who have been actively working to create sustainability using AI. Inside you’ll find many examples of hybrid AI - systems so complex, they need every AI trick in the book to solve them, and then some. The book is presented at the 2019 U.N. Climate Summit in Madrid Spain."--Publisher's description.

Harnessing High-Performance Computing and AI for Environmental Sustainability

Author : Naim, Arshi
Publisher : IGI Global
ISBN 13 :
Total Pages : 422 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Harnessing High-Performance Computing and AI for Environmental Sustainability by : Naim, Arshi

Download or read book Harnessing High-Performance Computing and AI for Environmental Sustainability written by Naim, Arshi and published by IGI Global. This book was released on 2024-05-15 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world is addressing the insistent challenge of climate change, and the need for innovative solutions has become paramount. In this period of technical developments, artificial intelligence (AI) has emerged as a powerful instrument with enormous prospects to combat climate change and other environmental subjects. AI's ability to process vast amounts of data, identify patterns, and make intelligent predictions offers unprecedented opportunities to tackle this global crisis. High-Performance Computing (HPC) or super-computing environments address these large and complex challenges with individual nodes (computers) working together in a cluster (connected group) to perform massive amounts of computing in a short period. Creating and removing these clusters is often automated in the cloud to reduce costs. Computer networks, communication systems, and other IT infrastructures have a growing environmental footprint due to significant energy consumption and greenhouse gas emissions. To address this seemingly self-defeating conundrum, and create a truly sustainable environment, new energy models, algorithms, methodologies, platforms, tools, and systems are required to support next-generation computing and communication infrastructures. Harnessing High-Performance Computing and AI for Environmental Sustainability navigates through AI-driven solutions from sustainable agriculture and land management to energy optimization and smart grids. It unveils how AI algorithms can analyze colossal datasets, offering unprecedented insights into climate modeling, weather prediction, and long-term climate trends. Integrating AI-powered optimization algorithms revolutionizes energy systems, propelling the transition towards a low-carbon future by reducing greenhouse gas emissions and enhancing efficiency. This book is ideal for educators, environmentalists, industry professionals, and researchers alike, and it explores the ethical dimensions and policies surrounding AI's contribution to environmental development.

AI in the Wild

Author : Peter Dauvergne
Publisher : MIT Press
ISBN 13 : 0262359588
Total Pages : 278 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis AI in the Wild by : Peter Dauvergne

Download or read book AI in the Wild written by Peter Dauvergne and published by MIT Press. This book was released on 2020-09-15 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Exploring Ethical Dimensions of Environmental Sustainability and Use of AI

Author : Kannan, Hemachandran
Publisher : IGI Global
ISBN 13 :
Total Pages : 447 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Exploring Ethical Dimensions of Environmental Sustainability and Use of AI by : Kannan, Hemachandran

Download or read book Exploring Ethical Dimensions of Environmental Sustainability and Use of AI written by Kannan, Hemachandran and published by IGI Global. This book was released on 2023-12-07 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring Ethical Dimensions of Environmental Sustainability and Use of AI is a comprehensive and insightful book that delves into the ethical implications and challenges that emerge at the intersection of environmental sustainability and the utilization of artificial intelligence (AI). With a focus on key ethical dimensions such as transparency, equity, privacy, autonomy, unintended consequences, and trade-offs, this book aims to provide a thorough understanding of the responsible deployment and development of AI in the realm of environmental sustainability. By addressing the ethical aspects and challenges involved, this book contributes to the development of ethical guidelines and frameworks that align AI technologies with the vision of a sustainable and equitable future. Researchers will find immense value in this book as it offers a holistic exploration of the ethical implications, filling a critical gap in the existing literature. Policymakers can gain valuable insights to inform the creation of ethical guidelines and regulations governing AI use in sustainable initiatives. Practitioners, including professionals working in environmental organizations or technology companies, will acquire practical knowledge to guide their decision-making and implementation of AI-driven solutions.

The Role of AI in Combatting Climate Change

Author : Rob Proutyon
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (22 download)

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Book Synopsis The Role of AI in Combatting Climate Change by : Rob Proutyon

Download or read book The Role of AI in Combatting Climate Change written by Rob Proutyon and published by Independently Published. This book was released on 2024-04-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the fight against climate change, artificial intelligence (AI) emerges as a beacon of hope, offering innovative solutions and insights previously unattainable. "The Role of AI in Combatting Climate Change" is a comprehensive guide that explores the intersection between AI technology and environmental sustainability. Through detailed chapters, this book delves into how AI is revolutionizing fields such as renewable energy optimization, climate pattern prediction, biodiversity conservation, and smart agriculture, among others. With a straightforward and direct approach, the book caters to a broad audience, including policymakers, environmentalists, technologists, and the general public, providing valuable knowledge for anyone interested in the future of our planet. Each chapter offers an in-depth exploration of AI applications, showcasing real-world examples, success stories, and the challenges faced in implementing these technologies. "The Role of AI in Combatting Climate Change" serves as an essential resource for understanding how AI can play a critical role in mitigating the effects of climate change. It invites readers to engage with cutting-edge research and innovation, providing a glimpse into the future of environmental conservation and the sustainable practices that AI can enable. Whether you're a seasoned expert in technology and environmental science or just beginning to explore the potential of AI in addressing global challenges, this book is an indispensable guide to one of the most pressing issues of our time.

Artificial Intelligence for Renewable Energy and Climate Change

Author : Pandian Vasant
Publisher : John Wiley & Sons
ISBN 13 : 1119768993
Total Pages : 500 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Artificial Intelligence for Renewable Energy and Climate Change by : Pandian Vasant

Download or read book Artificial Intelligence for Renewable Energy and Climate Change written by Pandian Vasant and published by John Wiley & Sons. This book was released on 2022-08-23 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: ARTIFICIAL INTELLIGENCE FOR RENEWABLE ENERGY AND CLIMATE CHANGE Written and edited by a global team of experts in the field, this groundbreaking new volume presents the concepts and fundamentals of using artificial intelligence in renewable energy and climate change, while also covering the practical applications that can be utilized across multiple disciplines and industries, for the engineer, the student, and other professionals and scientists. Renewable energy and climate change are two of the most important and difficult issues facing the world today. The state of the art in these areas is changing rapidly, with new techniques and theories coming online seemingly every day. It is important for scientists, engineers, and other professionals working in these areas to stay abreast of developments, advances, and practical applications, and this volume is an outstanding reference and tool for this purpose. The paradigm in renewable energy and climate change shifts constantly. In today’s international and competitive environment, lean and green practices are important determinants to increase performance. Corresponding production philosophies and techniques help companies diminish lead times and costs of manufacturing, improve delivery on time and quality, and at the same time become more ecological by reducing material use and waste, and by recycling and reusing. Those lean and green activities enhance productivity, lower carbon footprint and improve consumer satisfaction, which in reverse makes firms competitive and sustainable. This practical, new groundbreaking volume: Features coverage on a wide range of topics such as classical and nature-inspired optimization and optimal control, hybrid and stochastic systems Is ideally designed for engineers, scientists, industrialist, academicians, researchers, computer and information technologists, sustainable developers, managers, environmentalists, government leaders, research officers, policy makers, business leaders and students Is useful as a practical tool for practitioners in the fields of sustainable and renewable energy sustainability Includes wide coverage of how artificial intelligence can be used to impact the struggle against global warming and climate change

Artificial Intelligence and the Environmental Crisis

Author : Keith Ronald Skene
Publisher : Routledge
ISBN 13 : 042961909X
Total Pages : 263 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Artificial Intelligence and the Environmental Crisis by : Keith Ronald Skene

Download or read book Artificial Intelligence and the Environmental Crisis written by Keith Ronald Skene and published by Routledge. This book was released on 2019-12-19 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence

Author : Arun Lal Srivastav
Publisher : Elsevier
ISBN 13 : 0323997155
Total Pages : 500 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence by : Arun Lal Srivastav

Download or read book Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence written by Arun Lal Srivastav and published by Elsevier. This book was released on 2022-11-11 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence covers computer-aided artificial intelligence and machine learning technologies as related to the impacts of climate change and its potential to prevent/remediate the effects. As such, different types of algorithms, mathematical relations and software models may help us to understand our current reality, predict future weather events and create new products and services to minimize human impact, chances of improving and saving lives and creating a healthier world. This book covers different types of tools for the prediction of climate change and alternative systems which can reduce the levels of threats observed by climate change scientists. Moreover, the book will help to achieve at least one of 17 sustainable development goals i.e., climate action. Includes case studies on the application of AI and machine learning for monitoring climate change effects and management Features applications of software and algorithms for modeling and forecasting climate change Shows how real-time monitoring of specific factors (temperature, level of greenhouse gases, rain fall patterns, etc.) are responsible for climate change and possible mitigation efforts to achieve environmental sustainability

Intersecting Environmental Social Governance and AI for Business Sustainability

Author : Popescu, Cristina Raluca Gh.
Publisher : IGI Global
ISBN 13 :
Total Pages : 397 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Intersecting Environmental Social Governance and AI for Business Sustainability by : Popescu, Cristina Raluca Gh.

Download or read book Intersecting Environmental Social Governance and AI for Business Sustainability written by Popescu, Cristina Raluca Gh. and published by IGI Global. This book was released on 2024-01-16 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the interplay of environmental, social, and governance factors becomes increasingly crucial, the global business landscape faces a monumental challenge. Climate change, social inequities, and economic uncertainties loom large, demanding immediate attention. The integration of Environmental Social Governance (ESG) principles and Artificial Intelligence (AI) technologies emerges as a powerful solution to these challenges. However, navigating the complexities of this integration, understanding its implications, and harnessing its full potential is a formidable task. Academic scholars, policymakers, and practitioners are grappling with a critical question: How can we leverage the convergence of ESG and AI to drive sustainable practices and address pressing global issues? The answer lies in comprehending the multifaceted dimensions of this integration, its ethical considerations, and its transformative potential. To gain these insights, a comprehensive resource is needed, one that offers a deep dive into ESG-AI integration, delving into empirical research, practical applications, and ethical concerns.Intersecting Environmental Social Governance and AI for Business Sustainability is a book that answers the call to action for this pressing challenge with an in-depth exploration of the evolving field of ESG and AI integration.

Artificial Intelligence for Environmental Conservation

Author : Desmond Harper
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (563 download)

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Book Synopsis Artificial Intelligence for Environmental Conservation by : Desmond Harper

Download or read book Artificial Intelligence for Environmental Conservation written by Desmond Harper and published by Independently Published. This book was released on 2023-08-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Step into the intriguing world of artificial intelligence for environmental conservation with Desmond Harper's groundbreaking special report: "Artificial Intelligence for Environmental Conservation: Tackling Climate Change". With a passion for making the complexities of AI accessible to every reader, Harper explores the powerful role of AI in combating the pressing issue of climate change. Touted as a compelling guide, this special report takes you on an absorbing journey from the fundamentals of AI to its transformative influence on environmental conservation. Key Features: Unravel the intricate science of AI and unfold its practical applications in a comprehensible manner. Discover how AI transcends its traditional domains and positively impacts climate change mitigation. Understand the importance of AI in climate modelling, pattern prediction, and effective climate change monitoring. Chapters dedicated to the role of AI in wildlife conservation, carbon tracking, sustainable farming, and environmental governance expand the horizon on the synergy of tech and conservation. Lastly, get an insight into how AI in environmental conservation is shaping our present and future, presented in a pragmatic and relatable manner. Inspired by Harper's first-hand experience as a tech enthusiast turned environmental activist, this special report offers a coherent and insightful look into AI capabilities that are reshaping our approach to environmental preservation. Whether a tech novice or a seasoned professional, this read will spark in you a deeper appreciation for the compelling alliance of artificial intelligence and environmental conservation. Pick up your copy today to embark on this enlightening exploration!

AI for the Sustainable Development Goals

Author : Henrik Skaug Sætra
Publisher : CRC Press
ISBN 13 : 1000542831
Total Pages : 92 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis AI for the Sustainable Development Goals by : Henrik Skaug Sætra

Download or read book AI for the Sustainable Development Goals written by Henrik Skaug Sætra and published by CRC Press. This book was released on 2022-02-24 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is artificial intelligence? What are the Sustainable Development Goals (SDGs)? How does AI affect the SDGs? Artificial Intelligence has a real impact on our lives and on our environment, and the Sustainable Development Goals enable us to evaluate these impacts in a systematic manner. This book shows that doing so requires us to understand the context of AI – the infrastructure it is built on, who develops it, who owns it, who has access to it, who uses it, and what it is used for – rather than relying on an isolationist theory of technology. By doing so, we can analyze not only the direct effects of AI on sustainability, but also the indirect – or second-order – effects. AI for the Sustainable Development Goals shows how AI potentially affects all SDGs – both positively and negatively.

Is AI Good for the Planet?

Author : Benedetta Brevini
Publisher : John Wiley & Sons
ISBN 13 : 1509547967
Total Pages : 160 pages
Book Rating : 4.5/5 (95 download)

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Book Synopsis Is AI Good for the Planet? by : Benedetta Brevini

Download or read book Is AI Good for the Planet? written by Benedetta Brevini and published by John Wiley & Sons. This book was released on 2021-10-14 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

The Cambridge Handbook of Artificial Intelligence

Author : Keith Frankish
Publisher : Cambridge University Press
ISBN 13 : 1139991655
Total Pages : 367 pages
Book Rating : 4.1/5 (399 download)

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Book Synopsis The Cambridge Handbook of Artificial Intelligence by : Keith Frankish

Download or read book The Cambridge Handbook of Artificial Intelligence written by Keith Frankish and published by Cambridge University Press. This book was released on 2014-06-12 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence, or AI, is a cross-disciplinary approach to understanding, modeling, and creating intelligence of various forms. It is a critical branch of cognitive science, and its influence is increasingly being felt in other areas, including the humanities. AI applications are transforming the way we interact with each other and with our environment, and work in artificially modeling intelligence is offering new insights into the human mind and revealing new forms mentality can take. This volume of original essays presents the state of the art in AI, surveying the foundations of the discipline, major theories of mental architecture, the principal areas of research, and extensions of AI such as artificial life. With a focus on theory rather than technical and applied issues, the volume will be valuable not only to people working in AI, but also to those in other disciplines wanting an authoritative and up-to-date introduction to the field.

Artificial Intelligence Methods in the Environmental Sciences

Author : Sue Ellen Haupt
Publisher : Springer Science & Business Media
ISBN 13 : 1402091192
Total Pages : 418 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Artificial Intelligence Methods in the Environmental Sciences by : Sue Ellen Haupt

Download or read book Artificial Intelligence Methods in the Environmental Sciences written by Sue Ellen Haupt and published by Springer Science & Business Media. This book was released on 2008-11-28 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Big Data, Artificial Intelligence, and Data Analytics in Climate Change Research

Author : Gaurav Tripathi
Publisher : Springer Nature
ISBN 13 : 9819716853
Total Pages : 339 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Big Data, Artificial Intelligence, and Data Analytics in Climate Change Research by : Gaurav Tripathi

Download or read book Big Data, Artificial Intelligence, and Data Analytics in Climate Change Research written by Gaurav Tripathi and published by Springer Nature. This book was released on with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Science Applied to Sustainability Analysis

Author : Jennifer Dunn
Publisher : Elsevier
ISBN 13 : 0128179775
Total Pages : 312 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Data Science Applied to Sustainability Analysis by : Jennifer Dunn

Download or read book Data Science Applied to Sustainability Analysis written by Jennifer Dunn and published by Elsevier. This book was released on 2021-05-11 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science Applied to Sustainability Analysis focuses on the methodological considerations associated with applying this tool in analysis techniques such as lifecycle assessment and materials flow analysis. As sustainability analysts need examples of applications of big data techniques that are defensible and practical in sustainability analyses and that yield actionable results that can inform policy development, corporate supply chain management strategy, or non-governmental organization positions, this book helps answer underlying questions. In addition, it addresses the need of data science experts looking for routes to apply their skills and knowledge to domain areas. Presents data sources that are available for application in sustainability analyses, such as market information, environmental monitoring data, social media data and satellite imagery Includes considerations sustainability analysts must evaluate when applying big data Features case studies illustrating the application of data science in sustainability analyses