Quantitative Risk Analysis of Air Pollution Health Effects

Quantitative Risk Analysis of Air Pollution Health Effects

Author: Louis Anthony Cox Jr.

Publisher: Springer Nature

Published: 2020-11-06

Total Pages: 543

ISBN-13: 3030573583

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This book highlights quantitative risk assessment and modeling methods for assessing health risks caused by air pollution, as well as characterizing and communicating remaining uncertainties. It shows how to apply modern data science, artificial intelligence and machine learning, causal analytics, mathematical modeling, and risk analysis to better quantify human health risks caused by environmental and occupational exposures to air pollutants. The adverse health effects that are caused by air pollution, and preventable by reducing it, instead of merely being statistically associated with exposure to air pollution (and with other many conditions, from cold weather to low income) have proved to be difficult to quantify with high precision and confidence, largely because correlation is not causation. This book shows how to use recent advances in causal analytics and risk analysis to determine more accurately how reducing exposures affects human health risks. Quantitative Risk Analysis of Air Pollution Health Effects is divided into three parts. Part I focuses mainly on quantitative simulation modelling of biological responses to exposures and resulting health risks. It considers occupational risks from asbestos and crystalline silica as examples, showing how dynamic simulation models can provide insights into more effective policies for protecting worker health. Part II examines limitations of regression models and the potential to instead apply machine learning, causal analysis, and Bayesian network learning methods for more accurate quantitative risk assessment, with applications to occupational risks from inhalation exposures. Finally, Part III examines applications to public health risks from air pollution, especially fine particulate matter (PM2.5) air pollution. The book applies freely available browser analytics software and data sets that allow readers to download data and carry out many of the analyses described, in addition to applying the techniques discussed to their own data. http://cox-associates.com:8899/


Book Synopsis Quantitative Risk Analysis of Air Pollution Health Effects by : Louis Anthony Cox Jr.

Download or read book Quantitative Risk Analysis of Air Pollution Health Effects written by Louis Anthony Cox Jr. and published by Springer Nature. This book was released on 2020-11-06 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights quantitative risk assessment and modeling methods for assessing health risks caused by air pollution, as well as characterizing and communicating remaining uncertainties. It shows how to apply modern data science, artificial intelligence and machine learning, causal analytics, mathematical modeling, and risk analysis to better quantify human health risks caused by environmental and occupational exposures to air pollutants. The adverse health effects that are caused by air pollution, and preventable by reducing it, instead of merely being statistically associated with exposure to air pollution (and with other many conditions, from cold weather to low income) have proved to be difficult to quantify with high precision and confidence, largely because correlation is not causation. This book shows how to use recent advances in causal analytics and risk analysis to determine more accurately how reducing exposures affects human health risks. Quantitative Risk Analysis of Air Pollution Health Effects is divided into three parts. Part I focuses mainly on quantitative simulation modelling of biological responses to exposures and resulting health risks. It considers occupational risks from asbestos and crystalline silica as examples, showing how dynamic simulation models can provide insights into more effective policies for protecting worker health. Part II examines limitations of regression models and the potential to instead apply machine learning, causal analysis, and Bayesian network learning methods for more accurate quantitative risk assessment, with applications to occupational risks from inhalation exposures. Finally, Part III examines applications to public health risks from air pollution, especially fine particulate matter (PM2.5) air pollution. The book applies freely available browser analytics software and data sets that allow readers to download data and carry out many of the analyses described, in addition to applying the techniques discussed to their own data. http://cox-associates.com:8899/

Health Effects of Ambient Air Pollution

Health Effects of Ambient Air Pollution

Author: Jane Q. Koenig

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 288

ISBN-13: 1461545692

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Health Effects of Ambient Air Pollution provides the reader with an overview of the health effects of air pollution in human subjects. The majority of the book is devoted to the discussion of the health effects of common widespread air pollutants regulated by the U.S. Environmental Protection Agency through national ambient air quality standards. The book reviews the sources and fate of common air pollutants in ambient air and researches the adverse effects of these outdoor and indoor air pollutants in `in vivo' cell systems, animals, and humans. Research for the book was conducted in controlled laboratory studies and epidemiologic studies. Special emphasis throughout Health Effects of Ambient Air Pollution is placed on the effects of air pollution in subjects with asthma.


Book Synopsis Health Effects of Ambient Air Pollution by : Jane Q. Koenig

Download or read book Health Effects of Ambient Air Pollution written by Jane Q. Koenig and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health Effects of Ambient Air Pollution provides the reader with an overview of the health effects of air pollution in human subjects. The majority of the book is devoted to the discussion of the health effects of common widespread air pollutants regulated by the U.S. Environmental Protection Agency through national ambient air quality standards. The book reviews the sources and fate of common air pollutants in ambient air and researches the adverse effects of these outdoor and indoor air pollutants in `in vivo' cell systems, animals, and humans. Research for the book was conducted in controlled laboratory studies and epidemiologic studies. Special emphasis throughout Health Effects of Ambient Air Pollution is placed on the effects of air pollution in subjects with asthma.

Quantitative Risk Assessment for Environmental and Occupational Health

Quantitative Risk Assessment for Environmental and Occupational Health

Author: William H. Hallenbeck

Publisher: CRC Press

Published: 1993-06-09

Total Pages: 239

ISBN-13: 1482264498

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Quantitative Risk Assessment for Environmental and Occupational Health, Second Edition features twice as many risk analysis models with complete examples as the previous edition. The book features new information in the following areas: Calculation of human dose rate and dose from experimental studies (animal and human) Quantitat


Book Synopsis Quantitative Risk Assessment for Environmental and Occupational Health by : William H. Hallenbeck

Download or read book Quantitative Risk Assessment for Environmental and Occupational Health written by William H. Hallenbeck and published by CRC Press. This book was released on 1993-06-09 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative Risk Assessment for Environmental and Occupational Health, Second Edition features twice as many risk analysis models with complete examples as the previous edition. The book features new information in the following areas: Calculation of human dose rate and dose from experimental studies (animal and human) Quantitat

Quantitative Risk Assessment in Regulation

Quantitative Risk Assessment in Regulation

Author: Lester B. Lave

Publisher: Brookings Institution Press

Published: 1982

Total Pages: 288

ISBN-13:

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Methods of risk assessment; Revising the crone standard; Regulating benzene; Regulating coke oven emissions; Regulation of ionizing radiation; Risk assessment of chlorobenzing; Regulating food addition and contaminants.


Book Synopsis Quantitative Risk Assessment in Regulation by : Lester B. Lave

Download or read book Quantitative Risk Assessment in Regulation written by Lester B. Lave and published by Brookings Institution Press. This book was released on 1982 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods of risk assessment; Revising the crone standard; Regulating benzene; Regulating coke oven emissions; Regulation of ionizing radiation; Risk assessment of chlorobenzing; Regulating food addition and contaminants.

Risk Assessment and Indoor Air Quality

Risk Assessment and Indoor Air Quality

Author: Elizabeth L. Anderson

Publisher: CRC Press

Published: 2019-04-30

Total Pages: 272

ISBN-13: 9781420048476

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With the recent tightening of air quality standards as mandated by the U.S. EPA, has come great pressure on regulatory bodies at all levels of government, along with the industries and groups affected by these standards, to better assess the hazards and risks that result from air pollutants. Risk Assessment and Indoor Air Quality carefully ties tog


Book Synopsis Risk Assessment and Indoor Air Quality by : Elizabeth L. Anderson

Download or read book Risk Assessment and Indoor Air Quality written by Elizabeth L. Anderson and published by CRC Press. This book was released on 2019-04-30 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the recent tightening of air quality standards as mandated by the U.S. EPA, has come great pressure on regulatory bodies at all levels of government, along with the industries and groups affected by these standards, to better assess the hazards and risks that result from air pollutants. Risk Assessment and Indoor Air Quality carefully ties tog

Traffic-Related Air Pollution

Traffic-Related Air Pollution

Author: Haneen Khreis

Publisher: Elsevier

Published: 2020-08-20

Total Pages: 650

ISBN-13: 0128181230

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Traffic-Related Air Pollution synthesizes and maps TRAP and its impact on human health at the individual and population level. The book analyzes mitigating standards and regulations with a focus on cities. It provides the methods and tools for assessing and quantifying the associated road traffic emissions, air pollution, exposure and population-based health impacts, while also illuminating the mechanisms underlying health impacts through clinical and toxicological research. Real-world implications are set alongside policy options, emerging technologies and best practices. Finally, the book recommends ways to influence discourse and policy to better account for the health impacts of TRAP and its societal costs. Overviews existing and emerging tools to assess TRAP’s public health impacts Examines TRAP’s health effects at the population level Explores the latest technologies and policies--alongside their potential effectiveness and adverse consequences--for mitigating TRAP Guides on how methods and tools can leverage teaching, practice and policymaking to ameliorate TRAP and its effects


Book Synopsis Traffic-Related Air Pollution by : Haneen Khreis

Download or read book Traffic-Related Air Pollution written by Haneen Khreis and published by Elsevier. This book was released on 2020-08-20 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traffic-Related Air Pollution synthesizes and maps TRAP and its impact on human health at the individual and population level. The book analyzes mitigating standards and regulations with a focus on cities. It provides the methods and tools for assessing and quantifying the associated road traffic emissions, air pollution, exposure and population-based health impacts, while also illuminating the mechanisms underlying health impacts through clinical and toxicological research. Real-world implications are set alongside policy options, emerging technologies and best practices. Finally, the book recommends ways to influence discourse and policy to better account for the health impacts of TRAP and its societal costs. Overviews existing and emerging tools to assess TRAP’s public health impacts Examines TRAP’s health effects at the population level Explores the latest technologies and policies--alongside their potential effectiveness and adverse consequences--for mitigating TRAP Guides on how methods and tools can leverage teaching, practice and policymaking to ameliorate TRAP and its effects

Estimating the Public Health Benefits of Proposed Air Pollution Regulations

Estimating the Public Health Benefits of Proposed Air Pollution Regulations

Author: National Research Council

Publisher: National Academies Press

Published: 2002-11-30

Total Pages: 187

ISBN-13: 0309086094

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EPA estimates that thousands of premature deaths and cases of illnesses may be avoided by reducing air pollution. At the request of Congress, this report reviews the scientific basis of EPA's methods used in estimating the public health benefits from its air pollution regulations.


Book Synopsis Estimating the Public Health Benefits of Proposed Air Pollution Regulations by : National Research Council

Download or read book Estimating the Public Health Benefits of Proposed Air Pollution Regulations written by National Research Council and published by National Academies Press. This book was released on 2002-11-30 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: EPA estimates that thousands of premature deaths and cases of illnesses may be avoided by reducing air pollution. At the request of Congress, this report reviews the scientific basis of EPA's methods used in estimating the public health benefits from its air pollution regulations.

Air Toxic Risk Assessment and Management

Air Toxic Risk Assessment and Management

Author: Lawrence B. Gratt

Publisher: John Wiley & Sons

Published: 1996-06-11

Total Pages: 412

ISBN-13: 9780471284987

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The practice of performing and managing regulatory air toxic risk assessments requires an exceptionally broadbase of understanding. The information and hands-on skills needed to evaluate the effects of air toxic emissions on human health derive from a broad range of disciplines: engineering, the physical and biological sciences, probability, statistics, and medicine. Dr. Lawrence Gratt's Air Toxic Risk Assessment and Management provides a comprehensive study of the subject of risk assessment, showing how the various disciplines are integrated to carry out this complex process. No other resource combines the basic science underlying risk assessment with the techniques needed to perform the analyses.


Book Synopsis Air Toxic Risk Assessment and Management by : Lawrence B. Gratt

Download or read book Air Toxic Risk Assessment and Management written by Lawrence B. Gratt and published by John Wiley & Sons. This book was released on 1996-06-11 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: The practice of performing and managing regulatory air toxic risk assessments requires an exceptionally broadbase of understanding. The information and hands-on skills needed to evaluate the effects of air toxic emissions on human health derive from a broad range of disciplines: engineering, the physical and biological sciences, probability, statistics, and medicine. Dr. Lawrence Gratt's Air Toxic Risk Assessment and Management provides a comprehensive study of the subject of risk assessment, showing how the various disciplines are integrated to carry out this complex process. No other resource combines the basic science underlying risk assessment with the techniques needed to perform the analyses.

Quantitative Environmental Risk Analysis for Human Health

Quantitative Environmental Risk Analysis for Human Health

Author: Robert A. Fjeld

Publisher: Wiley-Interscience

Published: 2007-02-09

Total Pages: 404

ISBN-13: 0470096195

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A COMPREHENSIVE TEXTBOOK AND REFERENCE FOR QUANTITATIVE ENVIRONMENTAL RISK ANALYSIS FOR BOTH CHEMICAL AND RADIOACTIVE CONTAMINANTS Environmental risk analysis is complex and interdisciplinary; this book explains the fundamental concepts and analytical methods in each essential discipline. With an emphasis on concepts and applications of quantitative tools plus coverage of analysis of both chemical and radioactive contaminants, this is a comprehensive resource. After an introduction and an overview of the basics of environmental modeling, the book covers key elements in environmental risk analysis methodology, including: Release assessment and source characterization Migration of contaminants in various media, including surface water, groundwater, the atmosphere, and the food chain Exposure assessment Basic human toxicology and dose-response Risk characterization, including dose-response modeling and analysis Risk management process and methods Risk communication and public participation This reference also relates risk analysis to current environmental laws and regulations. An ideal textbook for graduate students and upper-level undergraduates in various engineering and quantitative science disciplines, especially civil and environmental engineering, it is also a great reference for practitioners in industry, environmental consulting firms, and regulatory agencies.


Book Synopsis Quantitative Environmental Risk Analysis for Human Health by : Robert A. Fjeld

Download or read book Quantitative Environmental Risk Analysis for Human Health written by Robert A. Fjeld and published by Wiley-Interscience. This book was released on 2007-02-09 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: A COMPREHENSIVE TEXTBOOK AND REFERENCE FOR QUANTITATIVE ENVIRONMENTAL RISK ANALYSIS FOR BOTH CHEMICAL AND RADIOACTIVE CONTAMINANTS Environmental risk analysis is complex and interdisciplinary; this book explains the fundamental concepts and analytical methods in each essential discipline. With an emphasis on concepts and applications of quantitative tools plus coverage of analysis of both chemical and radioactive contaminants, this is a comprehensive resource. After an introduction and an overview of the basics of environmental modeling, the book covers key elements in environmental risk analysis methodology, including: Release assessment and source characterization Migration of contaminants in various media, including surface water, groundwater, the atmosphere, and the food chain Exposure assessment Basic human toxicology and dose-response Risk characterization, including dose-response modeling and analysis Risk management process and methods Risk communication and public participation This reference also relates risk analysis to current environmental laws and regulations. An ideal textbook for graduate students and upper-level undergraduates in various engineering and quantitative science disciplines, especially civil and environmental engineering, it is also a great reference for practitioners in industry, environmental consulting firms, and regulatory agencies.

Encyclopedia of Quantitative Risk Analysis and Assessment

Encyclopedia of Quantitative Risk Analysis and Assessment

Author:

Publisher: Wiley

Published: 2008-09-02

Total Pages: 576

ISBN-13:

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Leading the way in this field, the Encyclopedia of Quantitative Risk Analysis and Assessment is the first publication to offer a modern, comprehensive and in-depth resource to the huge variety of disciplines involved. A truly international work, its coverage ranges across risk issues pertinent to life scientists, engineers, policy makers, healthcare professionals, the finance industry, the military and practising statisticians. Drawing on the expertise of world-renowned authors and editors in this field this title provides up-to-date material on drug safety, investment theory, public policy applications, transportation safety, public perception of risk, epidemiological risk, national defence and security, critical infrastructure, and program management. This major publication is easily accessible for all those involved in the field of risk assessment and analysis. For ease-of-use it is available in print and online.


Book Synopsis Encyclopedia of Quantitative Risk Analysis and Assessment by :

Download or read book Encyclopedia of Quantitative Risk Analysis and Assessment written by and published by Wiley. This book was released on 2008-09-02 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leading the way in this field, the Encyclopedia of Quantitative Risk Analysis and Assessment is the first publication to offer a modern, comprehensive and in-depth resource to the huge variety of disciplines involved. A truly international work, its coverage ranges across risk issues pertinent to life scientists, engineers, policy makers, healthcare professionals, the finance industry, the military and practising statisticians. Drawing on the expertise of world-renowned authors and editors in this field this title provides up-to-date material on drug safety, investment theory, public policy applications, transportation safety, public perception of risk, epidemiological risk, national defence and security, critical infrastructure, and program management. This major publication is easily accessible for all those involved in the field of risk assessment and analysis. For ease-of-use it is available in print and online.