Translating Diverse Environmental Data Into Reliable Information

Download Translating Diverse Environmental Data Into Reliable Information full books in PDF, epub, and Kindle. Read online Translating Diverse Environmental Data Into Reliable Information ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Translating Diverse Environmental Data into Reliable Information

Author : Daniel A. Vallero
Publisher : Academic Press
ISBN 13 : 0128124474
Total Pages : 502 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!

Book Synopsis Translating Diverse Environmental Data into Reliable Information by : Daniel A. Vallero

Download or read book Translating Diverse Environmental Data into Reliable Information written by Daniel A. Vallero and published by Academic Press. This book was released on 2017-09-15 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: Translating Diverse Environmental Data into Reliable Information: How to Coordinate Evidence from Different Sources is a resource for building environmental knowledge, particularly in the era of Big Data. Environmental scientists, engineers, educators and students will find it essential to determine data needs, assess their quality, and efficiently manage their findings. Decision makers can explore new open access databases and tools, especially portals and dashboards. The book demonstrates how environmental knowledgebases are and can be built to meet the needs of modern students and professionals. Topics covered include concepts and principles that underpin air, water, and other public health and ecological topics. Integrated and systems perspectives are woven throughout, with clues on how to build and apply interdisciplinary data, which can increasingly be obtained from sources ranging from peer-reviewed research appearing in scientific journals to information gathered by citizen scientists. This opens the door to using vast amounts of open data and the necessary quality assurance and metadata considerations for their countless applications. Provides tools to manage data of varying sizes and quality Identifies both opportunities and cautions in using “other people’s data Updates physical, chemical and biological factors that must be considered in risk evaluations and life cycle assessments Applies to data collected by academic, governmental, businesses, and citizen scientists across environmental systems Improves readers’ ability to organize and visualize their work in the age of Big Data

Environmental Systems Science

Author : Daniel A. Vallero
Publisher : Elsevier
ISBN 13 : 0128219440
Total Pages : 706 pages
Book Rating : 4.1/5 (282 download)

DOWNLOAD NOW!

Book Synopsis Environmental Systems Science by : Daniel A. Vallero

Download or read book Environmental Systems Science written by Daniel A. Vallero and published by Elsevier. This book was released on 2021-05-27 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt: Environmental Systems Science: Theory and Practical Applications looks at pollution and environmental quality from a systems perspective. Credible human and ecological risk estimation and prediction methods are described, including life cycle assessment, feasibility studies, pollution control decision tools, and approaches to determine adverse outcome pathways, fate and transport, sampling and analysis, and cost-effectiveness. The book brings translational science to environmental quality, applying groundbreaking methodologies like informatics, data mining, and applications of secondary data systems. Multiple human and ecological variables are introduced and integrated to support calculations that aid environmental and public health decision making. The book bridges the perspectives of scientists, engineers, and other professionals working in numerous environmental and public health fields addressing problems like toxic substances, deforestation, climate change, and loss of biological diversity, recommending sustainable solutions to these and other seemingly intractable environmental problems. The causal agents discussed include physical, chemical, and biological agents, such as per- and polyfluoroalkyl substances (PFAS), SARS-CoV-2 (the COVID-19 virus), and other emerging contaminants. Provides an optimistic and interdisciplinary approach, underpinned by scientific first principles and theory to evaluate pollutant sources and sinks, applying biochemodynamic methods, measurements and models Deconstructs prior initiatives in environmental assessment and management using an interdisciplinary approach to evaluate what has worked and why Lays out a holistic understanding of the real impact of human activities on the current state of pollution, linking the physical sciences and engineering with socioeconomic, cultural perspectives, and environmental justice Takes a life cycle view of human and ecological systems, from the molecular to the planetary scale, integrating theories and tools from various disciplines to assess the current and projected states of environmental quality Explains the elements of risk, reliability and resilience of built and natural systems, including discussions of toxicology, sustainability, and human-pollutant interactions based on spatial, biological, and human activity information, i.e. the exposome

Air Pollution Calculations

Author : Daniel A. Vallero
Publisher : Elsevier
ISBN 13 : 0443139881
Total Pages : 674 pages
Book Rating : 4.4/5 (431 download)

DOWNLOAD NOW!

Book Synopsis Air Pollution Calculations by : Daniel A. Vallero

Download or read book Air Pollution Calculations written by Daniel A. Vallero and published by Elsevier. This book was released on 2023-09-17 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: Air Pollution Calculations: Quantifying Pollutant Formation, Transport, Transformation, Fate and Risks, Second Edition enhances the systems science aspects of air pollution, including transformation reactions in soil, water, sediment and biota that contribute to air pollution. This second edition will be an update based on research and actions taken since 2019 that affect air pollution calculations, including new control technologies, emissions measurement, and air quality modeling. Recent court cases, regulatory decisions, and advances in technology are discussed and, where necessary, calculations have been revised to reflect these updates. Sections discuss pollutant characterization, pollutant transformation, and environmental partitioning. Air partitioning, physical transport of air pollutants, air pollution biogeochemistry, and thermal reactions are also thoroughly explored. The author then carefully examines air pollution risk calculations, control technologies and dispersion models. The text wraps with discussions of economics and project management, reliability and failure, and air pollution decision-making. Provides real-life current cases as examples of quantitation of emerging air pollution problems Includes straightforward derivation of equations, giving practitioners and instructors a direct link between first principles of science and applications of technologies Presents example calculations that make scientific theory real for the student and practitioner

From Biofiltration to Promising Options in Gaseous Fluxes Biotreatment

Author : Gabriela Soreanu
Publisher : Elsevier
ISBN 13 : 0128190655
Total Pages : 526 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!

Book Synopsis From Biofiltration to Promising Options in Gaseous Fluxes Biotreatment by : Gabriela Soreanu

Download or read book From Biofiltration to Promising Options in Gaseous Fluxes Biotreatment written by Gabriela Soreanu and published by Elsevier. This book was released on 2020-04-03 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: From Biofiltration to Promising Options in Gaseous Fluxes Biotreatment: Recent Developments, New Trends, Advances, and Opportunities provides an overview on the biological tools used for the treatment of the gaseous fluxes, with emphasis on traditional and perspective options, opening new horizons for research and implementation in practice. It is known that air pollution is an emergent global issue and a priority within the international environmental programs. Moreover, technologies based on biological methods are significantly contributing to the sustainable development concept. Thus this book provides tools for solving air pollution issues in a sustainable manner. These issues can be solved at different levels (e.g., "end-of-pipe" gaseous streams, indoor/outdoor air, closed environments), which can be approached by the different biotechniques presented in the book, from classical biofiltration techniques (part 1) to phytotreatment and microalgae-based techniques (part 2). Although all options have their particularities that make them special for certain applications, a special attention is drawn to the potential of the last one, which offers multiple possibilities for biomass valorization. Scientists from worldwide with relevant experience in their field have been contributed to the development of this book. Presents the main biotechnological aspects applied for gas purification, focusing on process understanding, limitations, and capability in different applications Promotes a sustainable future of the biofiltration process by enhancing their performance together with the simultaneously economic and environmental impacts Implements new aspects of scientific research and development in the field

Waste

Author : Trevor M. Letcher
Publisher : Academic Press
ISBN 13 : 012815442X
Total Pages : 803 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!

Book Synopsis Waste by : Trevor M. Letcher

Download or read book Waste written by Trevor M. Letcher and published by Academic Press. This book was released on 2019-03-05 with total page 803 pages. Available in PDF, EPUB and Kindle. Book excerpt: Waste: A Handbook for Management, Second Edition, provides information on a wide range of hot topics and developing areas, such as hydraulic fracturing, microplastics, waste management in developing countries, and waste-exposure-outcome pathways. Beginning with an overview of the current waste landscape, including green engineering, processing principles and regulations, the book then outlines waste streams and treatment methods for over 25 different types of waste and reviews best practices and management, challenges for developing countries, risk assessment, contaminant pathways and risk tradeoffs. With an overall focus on waste recovery, reuse, prevention and lifecycle analysis, the book draws on the experience of an international team of expert contributors to provide reliable guidance on how best to manage wastes for scientists, managers, engineers and policymakers in both the private and public sectors. Covers the assessment and treatment of different waste streams in a single book Provides a hands-on report on each type of waste problem as written by an expert in the field Highlights new findings and evolving problems in waste management via discussion boxes

Unraveling Environmental Disasters

Author : Daniel A. Vallero
Publisher : Elsevier
ISBN 13 : 0443186529
Total Pages : 722 pages
Book Rating : 4.4/5 (431 download)

DOWNLOAD NOW!

Book Synopsis Unraveling Environmental Disasters by : Daniel A. Vallero

Download or read book Unraveling Environmental Disasters written by Daniel A. Vallero and published by Elsevier. This book was released on 2023-10-17 with total page 722 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unraveling Environmental Disasters, Second Edition provides scientific explanations of the most threatening current and future environmental disasters, including an analysis of ways disasters could have been prevented and how to minimize risk of similar disasters in the future. In this new edition the authors provide foundational knowledge on why certain environmental disasters occur and ways of reducing the risk of recurrences. Anyone involved in teaching or working in the main sciences of physics, chemistry, and biology, or in the applied sciences, including engineering, design, planning, and homeland security, should read the book to become acquainted with these very important issues. Evaluates natural hazards and disasters with an emphasis on lessons learned for better future forecasting Considers the impact of human systems on environmental disasters, treating disasters as complex systems Provides detailed predictions, based upon sound science, on why disasters occur Includes fully updated chapters on food, health, and water Focuses on both theoretical and practical aspects of each disaster Includes disasters related to climate change and pollution

Living With Climate Change

Author : Trevor Letcher
Publisher : Elsevier
ISBN 13 : 044318514X
Total Pages : 618 pages
Book Rating : 4.4/5 (431 download)

DOWNLOAD NOW!

Book Synopsis Living With Climate Change by : Trevor Letcher

Download or read book Living With Climate Change written by Trevor Letcher and published by Elsevier. This book was released on 2023-12-15 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: Living with Climate Change contains different topics on how to adapt to global warming. With a strong focus on ways of adapting to climate change, the book also examines the root causes of global warming. Readers are provided all the most up-to-date thinking and information on each issue due to the extensive list of references connected to each chapter. By linking various topics and interesting new innovations that are often synergistic, this book covers a wide range of issues in global warming adaptation that is ideal for readers from many disciplines. Covers ways of coping with global warming and climate change Contains the most up-to-date information on how to prevent the worst effects of global warming Discusses the connection of climate change to human health

Water and Climate Change

Author : Trevor Letcher
Publisher : Elsevier
ISBN 13 : 0323998763
Total Pages : 482 pages
Book Rating : 4.3/5 (239 download)

DOWNLOAD NOW!

Book Synopsis Water and Climate Change by : Trevor Letcher

Download or read book Water and Climate Change written by Trevor Letcher and published by Elsevier. This book was released on 2022-07-03 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Water and Climate Change: Sustainable Development, Politics and Social Issues focuses on climate change and global warming, sustainable development and social and political issues surrounding water. Throughout the book, global contributors provide an outlook on the possible future of the world if climate issues continue to increase. In this regard, readers will become fully aware of the dangers of climate change and global warming. To counterbalance, the book also provides an outlook to the possible future of the world if changes are made and emissions are reduced. Water shortages and water pollution are real and are beginning to affect the lives of every one of us on the planet. We are rapidly reaching a point of no return. If we do nothing about water shortages and water pollution, many of the catastrophes mentioned in this book will come to pass. As such, this reference is a must-read resource for environmental scientists and engineers, water resource experts, agriculturalists, social scientists, earth scientists, geographers and decision-makers in government and water management. Covers a wide spectrum of topics related to water usage as discussed by world authorities, all experts in their own field Includes references and further reading at the end of each chapter, giving the reader all the very latest thinking and information on each topic Provides case studies that follow a consistent template, presenting the reader with easy to find, real-life examples

Hazardous Waste Management

Author : Deepak Kumar Yadav
Publisher : Elsevier
ISBN 13 : 0323859283
Total Pages : 614 pages
Book Rating : 4.3/5 (238 download)

DOWNLOAD NOW!

Book Synopsis Hazardous Waste Management by : Deepak Kumar Yadav

Download or read book Hazardous Waste Management written by Deepak Kumar Yadav and published by Elsevier. This book was released on 2021-11-30 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hazardous Waste Management: An Overview of Advanced and Cost-Effective Solutions includes the latest practical knowledge and theoretical concepts for the treatment of hazardous wastes. The book covers five major themes, namely, ecological impact, waste management hierarchy, hazardous waste characteristics and regulations, hazardous wastes management, and future scope of hazardous waste management. It serves as a comprehensive and advanced reference for undergraduate students, researchers and practitioners in the field of hazardous wastes and focuses on the latest emerging research in the management of hazardous waste, the direction in which this branch is developing as well as future prospects. The book deals with all these components in-depth, however, particular attention is given to management techniques and cost-effective, economically feasible solutions for hazardous wastes released from various sources. Comprehensively explores the impact of hazardous wastes on human health and ecosystems Discusses toxicity across solid waste, aquatic food chain and airborne diseases Categorically elaborates waste treatment and management procedures with current challenges Discusses future challenges and the importance of renewing technologies

Online Ecological and Environmental Data

Author : Virginia Ann Baldwin
Publisher : Routledge
ISBN 13 : 1317955315
Total Pages : 121 pages
Book Rating : 4.3/5 (179 download)

DOWNLOAD NOW!

Book Synopsis Online Ecological and Environmental Data by : Virginia Ann Baldwin

Download or read book Online Ecological and Environmental Data written by Virginia Ann Baldwin and published by Routledge. This book was released on 2014-06-23 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover important Internet resources for research data made public individually and collectively by researchers from a variety of entities in the fields of environmental studies and ecology Online Ecological and Environmental Data explores innovative projects from a diverse array of institutions that have made environmental and ecological research information freely available online. You will find a wealth of Web site listings with URLs and complete descriptions, data field descriptions, controlled vocabulary examples, and Web screen shots that demonstrate how to use a specific site. The book will help you locate the data, procedures, instruments, notes, and other descriptive information that scientists and engineers need for replicating and building on the research of others. With Online Ecological and Environmental Data, you'll gain a better understanding of: * the cooperative design, development, and management of interdisciplinary data * cataloging multidisciplinary environmental data * data networking * new developments in information science and technology * extracting and compiling data * the convergence and dissemination of information via the Internet This unique resource explores the potential of distributing actual research data on the Web. The information you'll find in this book will enable science and technology librarians to provide effective access to library patrons. Online Ecological and Environmental Data will give librarians and other information specialists—as well as faculty and students in library sciences and technology—cutting-edge knowledge to meet the global data and information needs of the scientific community. The projects described in this book can serve as models for other disciplines, especially for the various aspects of handling data made available online, and for making this data more available and usable on the Internet for researchers and students.

Analyzing Environmental Data

Author : Walter W. Piegorsch
Publisher : John Wiley & Sons
ISBN 13 : 9780470848364
Total Pages : 520 pages
Book Rating : 4.8/5 (483 download)

DOWNLOAD NOW!

Book Synopsis Analyzing Environmental Data by : Walter W. Piegorsch

Download or read book Analyzing Environmental Data written by Walter W. Piegorsch and published by John Wiley & Sons. This book was released on 2005-03-04 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Environmental statistics is a rapidly growing field, supported by advances in digital computing power, automated data collection systems, and interactive, linkable Internet software. Concerns over public and ecological health and the continuing need to support environmental policy-making and regulation have driven a concurrent explosion in environmental data analysis. This textbook is designed to address the need for trained professionals in this area. The book is based on a course which the authors have taught for many years, and prepares students for careers in environmental analysis centered on statistics and allied quantitative methods of data evaluation. The text extends beyond the introductory level, allowing students and environmental science practitioners to develop the expertise to design and perform sophisticated environmental data analyses. In particular, it: Provides a coherent introduction to intermediate and advanced methods for modeling and analyzing environmental data. Takes a data-oriented approach to describing the various methods. Illustrates the methods with real-world examples Features extensive exercises, enabling use as a course text. Includes examples of SAS computer code for implementation of the statistical methods. Connects to a Web site featuring solutions to exercises, extra computer code, and additional material. Serves as an overview of methods for analyzing environmental data, enabling use as a reference text for environmental science professionals. Graduate students of statistics studying environmental data analysis will find this invaluable as will practicing data analysts and environmental scientists including specialists in atmospheric science, biology and biomedicine, chemistry, ecology, environmental health, geography, and geology.

Online Ecological and Environmental Data

Author : Virginia A. Baldwin
Publisher : Routledge
ISBN 13 : 9780789024466
Total Pages : 101 pages
Book Rating : 4.0/5 (244 download)

DOWNLOAD NOW!

Book Synopsis Online Ecological and Environmental Data by : Virginia A. Baldwin

Download or read book Online Ecological and Environmental Data written by Virginia A. Baldwin and published by Routledge. This book was released on 2003 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover important Internet resources for research data made public individually and collectively by researchers from a variety of entities in the fields of environmental studies and ecology Online Ecological and Environmental Data explores innovative projects from a diverse array of institutions that have made environmental and ecological research information freely available online. You will find a wealth of Web site listings with URLs and complete descriptions, data field descriptions, controlled vocabulary examples, and Web screen shots that demonstrate how to use a specific site. The book will help you locate the data, procedures, instruments, notes, and other descriptive information that scientists and engineers need for replicating and building on the research of others. With Online Ecological and Environmental Data, you'll gain a better understanding of: * the cooperative design, development, and management of interdisciplinary data * cataloging multidisciplinary environmental data * data networking * new developments in information science and technology * extracting and compiling data * the convergence and dissemination of information via the Internet This unique resource explores the potential of distributing actual research data on the Web. The information you'll find in this book will enable science and technology librarians to provide effective access to library patrons. Online Ecological and Environmental Data will give librarians and other information specialists—as well as faculty and students in library sciences and technology—cutting-edge knowledge to meet the global data and information needs of the scientific community. The projects described in this book can serve as models for other disciplines, especially for the various aspects of handling data made available online, and for making this data more available and usable on the Internet for researchers and students.

Introduction to Environmental Data Science

Author : Jerry Davis
Publisher : CRC Press
ISBN 13 : 100084241X
Total Pages : 492 pages
Book Rating : 4.0/5 (8 download)

DOWNLOAD NOW!

Book Synopsis Introduction to Environmental Data Science by : Jerry Davis

Download or read book Introduction to Environmental Data Science written by Jerry Davis and published by CRC Press. This book was released on 2023-03-13 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Environmental Data Science focuses on data science methods in the R language applied to environmental research, with sections on exploratory data analysis in R including data abstraction, transformation, and visualization; spatial data analysis in vector and raster models; statistics and modelling ranging from exploratory to modelling, considering confirmatory statistics and extending to machine learning models; time series analysis, focusing especially on carbon and micrometeorological flux; and communication. Introduction to Environmental Data Science is an ideal textbook to teach undergraduate to graduate level students in environmental science, environmental studies, geography, earth science, and biology, but can also serve as a reference for environmental professionals working in consulting, NGOs, and government agencies at the local, state, federal, and international levels. Features • Gives thorough consideration of the needs for environmental research in both spatial and temporal domains. • Features examples of applications involving field-collected data ranging from individual observations to data logging. • Includes examples also of applications involving government and NGO sources, ranging from satellite imagery to environmental data collected by regulators such as EPA. • Contains class-tested exercises in all chapters other than case studies. Solutions manual available for instructors. • All examples and exercises make use of a GitHub package for functions and especially data.

Integrated Approach to Environmental Data Management Systems

Author : Nilgun B. Harmanciogammalu
Publisher : Springer Science & Business Media
ISBN 13 : 9401156166
Total Pages : 550 pages
Book Rating : 4.4/5 (11 download)

DOWNLOAD NOW!

Book Synopsis Integrated Approach to Environmental Data Management Systems by : Nilgun B. Harmanciogammalu

Download or read book Integrated Approach to Environmental Data Management Systems written by Nilgun B. Harmanciogammalu and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: An integrated approach to environmental data management is necessitated by the complexity of the environmental problems that need to be addresses, coupled with the interdisciplinary approach that needs to be adopted to solve them. Agenda 21 of the Rio Environmental Conference mandated international programmes and organizations to take steps to develop common data and information management plans, and steps have been taken in this direction. The key word that defines the framework of the present book is `integration'. The book establishes the basics of integrated approaches and covers environmental data management systems within that framework, covering all aspects of data management, from objectives and constraints, design of data collection networks, statistical and physical sampling, remote sensing and GIS, databases, reliability of data, data analysis, and the transformation of data into information.

Zooplankton Ecology

Author : Maria Alexandra Teodosio
Publisher : CRC Press
ISBN 13 : 1351021818
Total Pages : 292 pages
Book Rating : 4.3/5 (51 download)

DOWNLOAD NOW!

Book Synopsis Zooplankton Ecology by : Maria Alexandra Teodosio

Download or read book Zooplankton Ecology written by Maria Alexandra Teodosio and published by CRC Press. This book was released on 2020-11-19 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims at providing students and researchers an advanced integrative overview on zooplankton ecology, covering marine and freshwater organisms, from microscopic phagotrophic protists, to macro-jellyfishes and active fish larvae. The first book section addresses zooplanktonic organisms and processes, the second section is devoted to zooplankton spatial and temporal distribution patterns and trophic dynamics, and the final section is dedicated to emergent methodological approaches (e.g., omics). Book chapters include comprehensive synthesis, observational and manipulative studies, and sediment-based analysis, a vibrant imprint of benthic-pelagic coupling and ecosystem connectivity. Most chapters also address the impacts of anticipated environmental changes (e.g., warming, acidification).

Women in Microbial Physiology and Metabolism: 2023

Author : Jie Xiao
Publisher : Frontiers Media SA
ISBN 13 : 2832550746
Total Pages : 168 pages
Book Rating : 4.8/5 (325 download)

DOWNLOAD NOW!

Book Synopsis Women in Microbial Physiology and Metabolism: 2023 by : Jie Xiao

Download or read book Women in Microbial Physiology and Metabolism: 2023 written by Jie Xiao and published by Frontiers Media SA. This book was released on 2024-06-24 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: After the well-received 2022 collection, Frontiers in Microbiology is proud to host this Research Topic celebrating women’s work and achievements in the field of Microbial Physiology and Metabolism. Alongside International Women’s Day and Women’s History Month 2023, we will collectively embrace equity in the microbiology community. There is continued gender disparity within core STEM subjects. According to UNESCO Institute for Statistics, just 33% of the world's researchers are women. While the number of women attending university is growing, they still represent the minority of doctoral students and researchers. Women remain under-represented in the highest level of academia, holding just 26% of full professorships. This is even more skewed in industry with just 3% of STEM industry CEOs being women. As highlighted by UNESCO, science and gender equality are essential to ensure sustainable development.

Introduction to Environmental Data Science

Author : William W. Hsieh
Publisher : Cambridge University Press
ISBN 13 : 1009301802
Total Pages : 650 pages
Book Rating : 4.0/5 (93 download)

DOWNLOAD NOW!

Book Synopsis Introduction to Environmental Data Science by : William W. Hsieh

Download or read book Introduction to Environmental Data Science written by William W. Hsieh and published by Cambridge University Press. This book was released on 2022-12-31 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical and machine learning methods have many applications in the environmental sciences, including prediction and data analysis in meteorology, hydrology and oceanography, pattern recognition for satellite images from remote sensing, management of agriculture and forests, assessment of climate change, and much more. With rapid advances in machine learning in the last decade, this book provides an urgently needed, comprehensive guide to machine learning and statistics for students and researchers interested in environmental data science. It includes intuitive explanations covering the relevant background mathematics, with examples drawn from the environmental sciences. A broad range of topics are covered, including correlation, regression, classification, clustering, neural networks, random forests, boosting, kernel methods, evolutionary algorithms, and deep learning, as well as the recent merging of machine learning and physics. End-of-chapter exercises allow readers to develop their problem-solving skills and online data sets allow readers to practise analysis of real data.