Environmental Remote Sensing and Systems Analysis
Using a systems analysis approach and extensive case studies, Environmental Remote Sensing and Systems Analysis shows how remote sensing can be used to support environmental decision making. It presents a multidisciplinary framework and the latest remote sensing tools to understand environmental impacts, management complexity, and policy implications.
Organized into three parts, this full-color book provides systematic coverage of water quality monitoring, air quality monitoring, and monitoring of land use patterns and degradation. Chapters elaborate on the interactions between human and natural systems, addressing questions such as "what are the regional impacts of an oil spill in coastal environments?" and "how does urbanization affect the rate of infiltration of water at urban-rural interfaces?" Throughout, contributors discuss new techniques and methods for measurements, mathematical modeling, and image processing.
Compares data mining, machine learning, and image processing methods to help you select the best one for your needs
Incorporates ground-based monitoring networks as part of air and water quality management
Emphasizes environmental information management, with proper integration of GPS, GIS, and existing environmental databases
Shows how modeling can be used for decision making
Examines how remote sensing can be used to understand environmental health implications and to shape environmental management policies
Demonstrates how systems analysis can be used to aid in environmental policy analysis
Discusses opportunities for integrated field and laboratory studies in remote sensing education
A useful reference for students, professionals, scientists, and policy makers in environmental management and informatics as well as environmental, agricultural, forest, and sustainability sciences, this book shows readers how to m