ISBN-10:
1498706355
ISBN-13:
9781498706353
Pub. Date:
03/03/2016
Publisher:
Taylor & Francis
Environmental Systems Analysis with MATLAB / Edition 1

Environmental Systems Analysis with MATLAB / Edition 1

by Stefano Marsili-Libelli
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Product Details

ISBN-13: 9781498706353
Publisher: Taylor & Francis
Publication date: 03/03/2016
Pages: 562
Product dimensions: 7.00(w) x 10.10(h) x 1.30(d)

About the Author

Stefano Marsili-Libelli received a cum laude MS degree in electronic engineering from the University of Pisa in 1973. Later that same year, he joined the University of Florence and since that time has served on the engineering faculty—first as a technical assistant, then as an associate professor (1983), and finally as a full professor (2000). A founding member of the environmental engineering curriculum at the University of Florence, he is also director of the Laboratory of Environmental Process Control, and an associate editor for the ISI international journals Environmental Modelling & Software and Water Science & Technology.

Table of Contents

Introduction
Environmental Systems Modelling, the Basic Concepts
Attributes and Dichotomies of Environmental Models
Practical Mechanistic Modelling
Environmental Models as Dynamical Systems
Linear Time-Invariant Dynamical Systems
Discrete-Time LTI Dynamical System
Stability of Discrete-Time Dynamical LTI Systems
Continuous-Time Linear Dynamical System
Nonlinear Systems
Numerical Aspects and the Role of MATLAB
Worked Examples

Identification of Environmental Models
Introduction
Sensitivity Analysis as an Identifiability Test
Gradient-Free Optimization Methods (Direct Search)
Validation of the Estimates
PEAS: A Computer Package for Parameter Estimation of Ecological Models

Analysis of Environmental Time Series
Introduction
Time Domain versus Frequency Domain of Environmental Time Series
Signal Regularization
Wavelet Signal Processing: Adaptive Combination of Time and Frequency Analysis
Principal Components Analysis

Fuzzy Modelling of Environmental Systems
Introduction to the Fuzzy Logic
Building a Fuzzy Inference System
The MATLAB Fuzzy Toolbox
Fuzzy Modelling
Fuzzy Clustering: Aggregating Data by Similarity

Population Dynamics Modelling
Single-Species Continuous-Time Population Models
Single-Species Discrete-Time Population Models
Harvested Populations
Competition
Prey–Predator Models
Food Chains

Flow Reactor Modelling
Continuous-Flow Reactor Modelling
Plug-Flow Reactor
Diffusive Reactor

Microbial Kinetics Modelling
Enzymatic Reaction Kinetics
Microbial Metabolism of Carbonaceous Substrates
Microbial Metabolism of Nitrogenous Substrates
Microbial Metabolism of Phosphorus

Analysis of Aquatic Ecosystems
The Oxygen Cycle in the Aquatic Environment
A Short-Term Oxygen Dynamical Balance
Analysis of the Circadian DO Cycles by Wavelet Filtering and Fuzzy Clustering
Extending the Spatial–Temporal Validity of DO Models
Beyond S&P: A Water Quality Model Case Study
Estimation of Nutrient Bioavailability in Rivers
Modelling an Horizontal Subsurface Constructed Wetland
Environmental Assessment of a Coastal Lake and Surrounding Wetlands
A Fish Habitat Suitability Assessment Based on Fuzzy Logic
References

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