Earth Data Analytics for Planetary Health

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Author :
Publisher : Springer Nature
ISBN 13 : 9811987653
Total Pages : 217 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Earth Data Analytics for Planetary Health by : Tzai-Hung Wen

Download or read book Earth Data Analytics for Planetary Health written by Tzai-Hung Wen and published by Springer Nature. This book was released on 2023-01-25 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planetary health involves complex spatial–temporal interactions among agents, hosts, and earth environment. Due to rapid technical development of geomatics, including geographic information systems (GIS) and remote sensing (RS) in the era of big data analytics, therefore, earth data analytics has become one of the important approaches for monitoring earth surface process and measuring of the effects of environment changes on all humans and other living organisms on earth. Various methods in earth data analytics, including spatial–temporal statistics, spatial evolutionary algorithms, remote sensing image analysis, wireless geo-sensors, and location-based analytics, are an emerging discipline in understanding complex interactions in planetary health. This edited book provides a broad focus on methodological theories of earth data analytics and their applications to measuring the process of planetary health, with the goal to build scientific understanding on how geospatial analytics can provide valuable insights in measuring environmental risks in Southeast Asian regions. It is collection of selected papers covering both theoretical and empirical studies focusing on topics relevant to spatial perspectives on planetary health and environmental exposure studies. The book is written for senior undergraduates, graduate students, lecturers, and researchers in applications of geospatial technologies for public health and environmental studies.

Big Data Analytics in Earth, Atmospheric, and Ocean Sciences

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Publisher : John Wiley & Sons
ISBN 13 : 1119467535
Total Pages : 356 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Big Data Analytics in Earth, Atmospheric, and Ocean Sciences by : Thomas Huang

Download or read book Big Data Analytics in Earth, Atmospheric, and Ocean Sciences written by Thomas Huang and published by John Wiley & Sons. This book was released on 2022-10-14 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applying tools for data analysis to the rapidly increasing volume of data about the Earth An ever-increasing volume of Earth data is being gathered. These data are “big” not only in size but also in their complexity, different formats, and varied scientific disciplines. As such, big data are disrupting traditional research. New methods and platforms, such as the cloud, are tackling these new challenges. Big Data Analytics in Earth, Atmospheric, and Ocean Sciences explores new tools for the analysis and display of the rapidly increasing volume of data about the Earth. Volume highlights include: An introduction to the breadth of big earth data analytics Architectures developed to support big earth data analytics Different analysis and statistical methods for big earth data Current applications of analytics to Earth science data Challenges to fully implementing big data analytics The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals. Find out more in this Q&A with the editors.

Breaking the Silos for Planetary Health

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Publisher : Springer Nature
ISBN 13 : 9811637547
Total Pages : 216 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Breaking the Silos for Planetary Health by : Nicole de Paula

Download or read book Breaking the Silos for Planetary Health written by Nicole de Paula and published by Springer Nature. This book was released on 2021-10-16 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book translates the latest theoretical perspectives on the emerging field of Planetary Health Studies into the practical reality of global political decision makers. It builds on the scientific data on the impacts of environmental change on human health to propose practical methods for operationalizing planetary health. The book maps opportunities for decision makers to break institutional silos and engage with bottom-up approaches that can transform planetary health from a global idea into a local reality. The analysis frames human health in the Anthropocene, an era in which humans have become the most powerful force affecting global ecosystems, and reveals new existential risks for humankind.Departing from ongoing multilateral efforts to promote sustainability, the author’s analysis places the agenda of planetary health on the desk of political decision makers, still underrepresented at planetary health gatherings. Given the pressing need to implement sustainable development policies, the book presents planetary health as an overarching framework for global policy targets, notably the UN Sustainable Development Goals, the Paris Agreement on Climate Change, and the post-2020 biodiversity framework under the UN Convention on Biological Diversity. The book is timely in offering a concrete road map for practitioners and researchers interested in transforming the concept of planetary health into reality. With a collection of success stories, the analysis dwells on tools for community engagement, opportunities for health professionals training, gender empowerment, digital health, and innovative ways to enhance human well-being on a changing planet.

Planetary Health

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Author :
Publisher : CABI
ISBN 13 : 1789241642
Total Pages : 169 pages
Book Rating : 4.7/5 (892 download)

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Book Synopsis Planetary Health by : Jennifer Cole

Download or read book Planetary Health written by Jennifer Cole and published by CABI. This book was released on 2019-06-27 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planetary Health - the idea that human health and the health of the environment are inextricably linked - encourages the preservation and sustainability of natural systems for the benefit of human health. Drawing from disciplines such as public health, environmental science, evolutionary anthropology, welfare economics, geography, policy and organizational theory, it addresses the challenges of the modern world, where human health and well-being is threatened by increasing pollution and climate change. A comprehensive publication covering key concepts in this emerging field, Planetary Health reviews ideas and approaches to the subject such as natural capital, ecological resilience, evolutionary biology, One Earth and transhumanism. It also sets out through case study chapters the main links between human health and environmental change. Providing an extensive overview of key theories and literature for academics and practitioners who are new to the field, this engaging and informative read also offers an important resource for students of a diverse range of subjects, including environmental sciences, animal sciences, geography and health.

One Planet, One Health

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Publisher : Sydney University Press
ISBN 13 : 1743325371
Total Pages : 350 pages
Book Rating : 4.7/5 (433 download)

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Book Synopsis One Planet, One Health by : Walton, Merrilyn

Download or read book One Planet, One Health written by Walton, Merrilyn and published by Sydney University Press. This book was released on 2019-04-01 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: One Planet, One Health provides a multidisciplinary reflection on the state of our planet, human and animal health, as well as the critical effects of climate change on the environment and on people. Climate change is already affecting many poor communities and traditional aid programs have achieved relatively small gains. Going beyond the narrow disciplinary lens and an exclusive focus on human health, a planetary health approach puts the ecosystem at the centre. The contributors to One Planet, One Health argue that maintaining and restoring ecosystem resilience should be a core priority, carried out in partnership with local communities. One Planet, One Health offers an integrated approach to improving the health of the planet and its inhabitants. With chapters on ethics, research and governance, as well as case studies of government and international aid-agency responses to illustrate successes and failures, the book aims to help scholars, governments and non-governmental organisations understand the benefits of focusing on the interdependence of human and animal health, food, water security and land care.

Health of People, Health of Planet and Our Responsibility

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Publisher : Springer Nature
ISBN 13 : 3030311252
Total Pages : 417 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Health of People, Health of Planet and Our Responsibility by : Wael Al-Delaimy

Download or read book Health of People, Health of Planet and Our Responsibility written by Wael Al-Delaimy and published by Springer Nature. This book was released on 2020-05-13 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book not only describes the challenges of climate disruption, but also presents solutions. The challenges described include air pollution, climate change, extreme weather, and related health impacts that range from heat stress, vector-borne diseases, food and water insecurity and chronic diseases to malnutrition and mental well-being. The influence of humans on climate change has been established through extensive published evidence and reports. However, the connections between climate change, the health of the planet and the impact on human health have not received the same level of attention. Therefore, the global focus on the public health impacts of climate change is a relatively recent area of interest. This focus is timely since scientists have concluded that changes in climate have led to new weather extremes such as floods, storms, heat waves, droughts and fires, in turn leading to more than 600,000 deaths and the displacement of nearly 4 billion people in the last 20 years. Previous work on the health impacts of climate change was limited mostly to epidemiologic approaches and outcomes and focused less on multidisciplinary, multi-faceted collaborations between physical scientists, public health researchers and policy makers. Further, there was little attention paid to faith-based and ethical approaches to the problem. The solutions and actions we explore in this book engage diverse sectors of civil society, faith leadership, and political leadership, all oriented by ethics, advocacy, and policy with a special focus on poor and vulnerable populations. The book highlights areas we think will resonate broadly with the public, faith leaders, researchers and students across disciplines including the humanities, and policy makers.

Planetary Health

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Publisher : Cambridge University Press
ISBN 13 : 1108613608
Total Pages : 457 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Planetary Health by : Andy Haines

Download or read book Planetary Health written by Andy Haines and published by Cambridge University Press. This book was released on 2021-07-22 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in unprecedented times - the Anthropocene - defined by far-reaching human impacts on the natural systems that underpin civilisation. Planetary Health explores the many environmental changes that threaten to undermine progress in human health, and explains how these changes affect health outcomes, from pandemics to infectious diseases to mental health, from chronic diseases to injuries. It shows how people can adapt to those changes that are now unavoidable, through actions that both improve health and safeguard the environment. But humanity must do more than just adapt: we need transformative changes across many sectors - energy, housing, transport, food, and health care. The book discusses specific policies, technologies, and interventions to achieve the change required, and explains how these can be implemented. It presents the evidence, builds hope in our common future, and aims to motivate action by everyone, from the general public to policymakers to health practitioners.

Big data analytics for smart healthcare applications

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Publisher : Frontiers Media SA
ISBN 13 : 2832515754
Total Pages : 1365 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Big data analytics for smart healthcare applications by : Celestine Iwendi

Download or read book Big data analytics for smart healthcare applications written by Celestine Iwendi and published by Frontiers Media SA. This book was released on 2023-04-17 with total page 1365 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Earth Materials and Health

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Publisher : National Academies Press
ISBN 13 : 0309164494
Total Pages : 188 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Earth Materials and Health by : National Research Council

Download or read book Earth Materials and Health written by National Research Council and published by National Academies Press. This book was released on 2007-04-09 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: A range of natural earth materials, like arsenic or fluoride, have long been linked to significant human health effects. Improved understanding of the pervasive and complex interactions between earth materials and human health will require creative collaborations between earth scientists and public health professionals. At the request of the National Science Foundation, U.S. Geological Survey, and National Aeronautics and Space Administration, this National Research Council book assesses the current state of knowledge at the interface between the earth sciences and public health disciplines. The book identifies high-priority areas for collaborative research, including understanding the transport and bioavailability of potentially hazardous earth materials, using risk-based scenarios to mitigate the public health effects of natural hazards under current and future climate regimes, and understanding the health risks that result from disturbance of earth systems. Geospatial information - geological maps for earth scientists and epidemiological data for public health professionals - is identified as one of the essential integrative tools that is fundamental to the activities of both communities. The book also calls for increased data sharing between agencies to promote interdisciplinary research without compromising privacy.

Data Analytics and Artificial Intelligence for Earth Resource Management

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Author :
Publisher : Elsevier
ISBN 13 : 0443235961
Total Pages : 0 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis Data Analytics and Artificial Intelligence for Earth Resource Management by : Deepak Kumar

Download or read book Data Analytics and Artificial Intelligence for Earth Resource Management written by Deepak Kumar and published by Elsevier. This book was released on 2024-11-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analytics and Artificial Intelligence for Earth Resource Management offers a detailed look at the different ways data analytics and artificial intelligence can help organizations make better-informed decisions, improve operations, and minimize the negative impacts of resource extraction on the environment. The book explains several different ways data analytics and artificial intelligence can improve and support earth resource management. Predictive modeling can help organizations understand the impacts of different management decisions on earth resources, such as water availability, land use, and biodiversity. Resource monitoring tracks the state of earth resources in real-time, identifying issues and opportunities for improvement. Providing managers with real-time data and analytics allows them to make more informed choices. Optimizing resource management decisions help to identify the most efficient and effective ways to allocate resources. Predictive maintenance allows organizations to anticipate when equipment might fail and take action to prevent it, reducing downtime and maintenance costs. Remote sensing with image processing and analysis can be used to extract information from satellite images and other remote sensing data, providing valuable information on land use, water resources, and other earth resources. Provides a comprehensive understanding of data analytics and artificial intelligence (AI) for earth resource management Includes real-world case studies and examples to demonstrate the practical applications of data analytics and AI in earth resource management Presents clear illustrations, diagrams, and pictures that make the content more understandable and engaging

Geospatial Technology for Human Well-Being and Health

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Publisher : Springer Nature
ISBN 13 : 3030713776
Total Pages : 422 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Geospatial Technology for Human Well-Being and Health by : Fazlay S. Faruque

Download or read book Geospatial Technology for Human Well-Being and Health written by Fazlay S. Faruque and published by Springer Nature. This book was released on 2022-03-21 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last thirty years or so, there have been tremendous advancements in the area of geospatial health; however, somehow, two aspects have not received as much attention as they should have received. These are a) limitations of different spatial analytical tools and b) progress in making geospatial environmental exposure data available for advanced health science research and for medical practice. This edited volume addresses those two less explored areas of geospatial health with augmented discussions on the theories, methodologies and limitations of contemporary geospatial technologies in a wide range of applications related to human well-being and health. In 20 chapters, readers are presented with an up-to-date assessment of geospatial technologies with an emphasis on understanding general geospatial principles and methodologies that are often overlooked in the research literature. As a result, this book will be of interest to both newcomers and experts in geospatial analysis and will appeal to students and researchers engaged in studying human well-being and health. Chapters are presenting new concepts, new analytical methods and contemporary applications within the framework of geospatial applications in human well-being and health. The topics addressed by the various chapter authors include analytical approaches, newer areas of geospatial health application, introduction to unique resources, geospatial modeling, and environmental pollution assessments for air, water and soil. Although geospatial experts are expected to be the primary readers, this book is designed in such a way so that the public health professionals, environmental health scientists and clinicians also find it useful with or without any familiarity with geospatial analysis.

Manual of Digital Earth

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Publisher : Springer Nature
ISBN 13 : 9813299150
Total Pages : 846 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Manual of Digital Earth by : Huadong Guo

Download or read book Manual of Digital Earth written by Huadong Guo and published by Springer Nature. This book was released on 2019-11-18 with total page 846 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book offers a summary of the development of Digital Earth over the past twenty years. By reviewing the initial vision of Digital Earth, the evolution of that vision, the relevant key technologies, and the role of Digital Earth in helping people respond to global challenges, this publication reveals how and why Digital Earth is becoming vital for acquiring, processing, analysing and mining the rapidly growing volume of global data sets about the Earth. The main aspects of Digital Earth covered here include: Digital Earth platforms, remote sensing and navigation satellites, processing and visualizing geospatial information, geospatial information infrastructures, big data and cloud computing, transformation and zooming, artificial intelligence, Internet of Things, and social media. Moreover, the book covers in detail the multi-layered/multi-faceted roles of Digital Earth in response to sustainable development goals, climate changes, and mitigating disasters, the applications of Digital Earth (such as digital city and digital heritage), the citizen science in support of Digital Earth, the economic value of Digital Earth, and so on. This book also reviews the regional and national development of Digital Earth around the world, and discusses the role and effect of education and ethics. Lastly, it concludes with a summary of the challenges and forecasts the future trends of Digital Earth. By sharing case studies and a broad range of general and scientific insights into the science and technology of Digital Earth, this book offers an essential introduction for an ever-growing international audience.

Integrating Data Science and Earth Science

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Publisher : Springer Nature
ISBN 13 : 3030995461
Total Pages : 158 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Integrating Data Science and Earth Science by : Laurens M. Bouwer

Download or read book Integrating Data Science and Earth Science written by Laurens M. Bouwer and published by Springer Nature. This book was released on 2022-07-14 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents the results of three years collaboration between earth scientists and data scientist, in developing and applying data science methods for scientific discovery. The book will be highly beneficial for other researchers at senior and graduate level, interested in applying visual data exploration, computational approaches and scientifc workflows.

Artificial Intelligence For Science: A Deep Learning Revolution

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Publisher : World Scientific
ISBN 13 : 9811265682
Total Pages : 803 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Artificial Intelligence For Science: A Deep Learning Revolution by : Alok Choudhary

Download or read book Artificial Intelligence For Science: A Deep Learning Revolution written by Alok Choudhary and published by World Scientific. This book was released on 2023-03-21 with total page 803 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique collection introduces AI, Machine Learning (ML), and deep neural network technologies leading to scientific discovery from the datasets generated both by supercomputer simulation and by modern experimental facilities.Huge quantities of experimental data come from many sources — telescopes, satellites, gene sequencers, accelerators, and electron microscopes, including international facilities such as the Large Hadron Collider (LHC) at CERN in Geneva and the ITER Tokamak in France. These sources generate many petabytes moving to exabytes of data per year. Extracting scientific insights from these data is a major challenge for scientists, for whom the latest AI developments will be essential.The timely handbook benefits professionals, researchers, academics, and students in all fields of science and engineering as well as AI, ML, and neural networks. Further, the vision evident in this book inspires all those who influence or are influenced by scientific progress.

Handbook of Human and Planetary Health

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Author :
Publisher : Springer Nature
ISBN 13 : 303109879X
Total Pages : 396 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Handbook of Human and Planetary Health by : Walter Leal Filho

Download or read book Handbook of Human and Planetary Health written by Walter Leal Filho and published by Springer Nature. This book was released on 2022-09-06 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a set of papers which explore the subject matter of human and planetary health at various angles The year 2015 was a special year in the field of human and planetary health. In that year, the report, produced by the Rockefeller Foundation and the journal The Lancet, called “Safeguarding human health in the Anthropocene epoch: report of The Rockefeller Foundation-Lancet Commission on planetary health” was launched. Also in 2015, the World Health Organization and the Secretariat of the Convention on Biological Diversity published the report “Connecting global priorities: biodiversity and human health: a state of knowledge review” with over 100 contributors, meant to guide future joint actions. Both documents comprehensively address the need for a better understanding of the connections between human health and ecosystems and the risks associated with damages to the integrity of the planet. The period in which humanity finds itself right now, the Anthropocene, is a risk one since mankind is putting the planet under considerable pressure. These elements have led to the emergence of a new field of research, namely planetary health. Planetary health seeks to address a very concrete and urgent contemporary problem, namely the need to understand, quantify, and act in order to reverse the effects of human population growth and the acceleration of socioeconomic activities on the environment and, inter alia, the disturbances in the Earth's natural ecosystems and how these, in turn, impact human health and well-being. Anthropic disturbances in natural ecosystems are characterized by changes in climate, land use, changes in the nitrogen and phosphorus cycle, chemical pollution of soil, water and air, reduction in the availability of drinking water, loss of biodiversity, destruction of the ozone layer, and ocean acidification, among others. In all these areas, there is a perceived need to document and promote examples of initiatives and good practice, which may change current trends. This book addresses this need. It documents experiences, case studies, and projects which explore the connections between human and planetary health and illustrates examples which show the consequences of ecosystemic disturbances to the health and well-being of humanity, with the emergence of new diseases, worsening of infectious diseases and increase in chronic non-communicable diseases related to the deterioration of the current food system, hyper-urbanization, microbial resistance, climate-led migration and zoonoses, among others. Planetary health is a new effort to deal with the question of sustainability and human life on the planet under an increasingly integrative, transdisciplinary, and global perspective, since the problems of this planetary crisis cross geopolitical borders and academic boundaries and affect humanity as a whole. This book provides a contribution to this emerging field. Thanks to its design and the contributions by experts from various areas, it provides a welcome contribution to the literature on planetary health, and it inspires further works in this field.

A New Reality

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Author :
Publisher : Simon and Schuster
ISBN 13 : 194795105X
Total Pages : 240 pages
Book Rating : 4.9/5 (479 download)

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Book Synopsis A New Reality by : Jonas Salk

Download or read book A New Reality written by Jonas Salk and published by Simon and Schuster. This book was released on 2018-06-26 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: A New Reality: Human Evolution for a Sustainable Future provides a startling, fresh new message of understanding, perspective and hope for today’s tense, rapid-fire, kaleidoscopically changing world. A New Reality: Human Evolution for a Sustainable Future provides a startling, fresh new message of understanding, perspective and hope for today’s tense, rapid-fire, kaleidoscopically changing world. Drawn from the writings of visionary scientist Jonas Salk, who developed the polio vaccine, extended and developed by his son Jonathan, the message of the book explodes from the past and sheds light on tensions that besiege us and the currents of discord that are raging as these words are written. More importantly, it indicates a way forward out of our current situation. Written by a world-famous doctor and folk hero, based on population data, rich in visual imagery, elegantly designed, and clearly written, A New Reality is unique in the marketplace. Readable in one or two sittings, it is accessible to the general reader while at the same time being of essential value to policy makers and academics. Its brevity and simplicity of design belie the importance and sophistication of its message. “We are at a point in the course of human social evolution when the demands of survival converge with the higher ideals of humankind and the well-being and flourishing of human society. It is up to us to see that we navigate this transition, adapting to and emerging in a new reality.” —A New Reality Our country is divided and polarized. Terrorism is a major threat throughout much of the world. Mass migrations are causing national and international tension. Population growth continues to increase, especially in the developing regions of the world. Controversy rages as to the use of fossil fuels versus the development of alternative forms of energy. Disagreement continues about climate change. Opposing currents of opinion collide as to how much we should help other areas in the world and how much to help ourselves. Basic values are in conflict. More than 40 years ago, Jonas Salk understood that we are at a unique moment in the history of the human species. After centuries of increase, population growth has begun to slow and is trending toward equilibrium. This change is accompanied by an equally significant change in human values—a shift from those based on unlimited availability of resources, unremitting growth, excess, independence, competition and short-term thinking to those based on limits, equilibrium, balance, interdependence, cooperation and long-term thinking. This momentous transition is the source of far-reaching tension and conflict. The way through this difficult era is to understand its basis and to focus on new values that will be of the greatest benefit to humankind. There is an urgency, however, and failure to adapt will result in disaster both for humanity and for the planet as a whole. A New Reality delivers a message of both caution and hope. Readers across the social and political spectrum will find it a reasoned and balanced counterpoint to current social and political trends. Its elegant design and long-range perspective will appeal to general readers, policy makers, millennials, baby boomers, teachers, and students, filling a need in the marketplace for a work of positivity and wisdom in otherwise bleak times.

Data Science Applied to Sustainability Analysis

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Author :
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