About this book
Most environmental problems involve a large degree of uncertainty, and one way to improve understanding of the issues affecting the global environment is the use of statistics. This book describes the application of statistical methods in different environmental fields, with an emphasis on how to solve real-world problems in complex systems. The book provides a perspective on how environmental professionals are practicing statistics in areas such as environmental forensics, ecological populations, environmental policy-making, groundwater monitoring networks, transport in environmental systems, and water quality monitoring. A section containing figures in full colour illustrates the topics discussed. The pitfalls of common statistical methods are also included to assist practitioners. With chapters contributed by international experts with backgrounds in academia, industry and government agencies, this book is required reading for environmental decision-makers, planners and regulators, as well as academics and professionals in environmental science, engineering and mathematics.
Chapter 1 Environmental Data, Information and Indicators for Natural Resources Management
Chapter 2 Application of Statistics in Earthquake Hazard Prediction
Chapter 3 Adaptive Sampling of Ecological Populations
Chapter 4 Statistics in Environmental Policy Making and Compliance in Surface Water Quality in California, USA
Chapter 5 Solving Complex Environmental Problems Using Stochastic Data Analysis: Characterisation of a Hydrothermal Aquifer Influenced by a Karst, Example of Rennes les Bains, France
Chapter 6 Application of Statistics in the Evaluation and Optimisation of Environmental Sampling Plans
Chapter 7 Statistical Accounting for Uncertainty in Modelling Transport in Environmental Systems
Chapter 8 Petroleum Hydrocarbon Forensic Data and Cluster Analysis
Chapter 9 Anomaly Detection Methods for Hydrologists, Hydrogeologists and Environmental Engineers
Chapter 10 Statistical Methods and Pitfalls in Environmental Data Analysis
Dr Yue Rong (aka YR) is currently the Environmental Program Manager at the Los Angeles Regional Water Quality Control Board of the California Environmental Protection Agency, USA. He has more than 20 years' experience with the Agency in dealing with groundwater contamination problems in the Los Angeles area of California. He is the recipient of the Board's Outstanding Achievement Award and Supervisory Performance Award. He also received the 2011 Association of Environmental Health Sciences (AEHS) Foundation Achievement Award.
Dr Rong is an Associate Editor for the peer-reviewed journal Soil and Sediment Contamination and an Associate Editor for the Journal of Environmental Forensics. He was elected in 2006 and re-elected in 2008 as the President of the Board of Directors for the Southern California Chinese American Environmental Professional Association (SCCAEPA). He is also the Editor-in-Chief of the peer-reviewed SCCAEPA online journal. Dr Rong is the author or co-author of around 30 peer-reviewed publications. His PhD in Environmental Health Sciences was obtained from the University of California at Los Angeles (UCLA), his MS in Environmental Sciences from the University of Wisconsin, both in the USA, and his BS in Earth Sciences was attained at the Beijing Normal University, China.