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Entropy Applications in Environmental and Water Engineering
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Entropy theory has wide applications to a range of problems in the fields of environmental and water engineering, including river hydraulic geometry, fluvial hydraulics, water monitoring network design, river flow forecasting, floods and droughts, river network analysis, infiltration, soil moisture, sediment transport, surface water and groundwater quality modeling, ecosystems modeling, water distribution networks, environmental and water resources management, and parameter estimation. Such applications have used several different entropy formulations, such as Shannon, Tsallis, Reacutenyi Burg, Kolmogorov, Kapur, configurational, and relative entropies, which can be derived in time, space, or frequency domains. More recently, entropy-based concepts have been coupled with other theories, including copula and wavelets, to study various issues associated with environmental and water resources systems. Recent studies indicate the enormous scope and potential of entropy theory in advancing research in the fields of environmental and water engineering, including establishing and explaining physical connections between theory and reality. The objective of this Special Issue is to provide a platform for compiling important recent and current research on the applications of entropy theory in environmental and water engineering. The contributions to this Special Issue have addressed many aspects associated with entropy theory applications and have shown the enormous scope and potential of entropy theory in advancing research in the fields of environmental and water engineering.
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Keywords
- accelerating genetic algorithm
- Anhui Province
- ANN
- ant colony fuzzy clustering
- arid region
- bagging
- Bayesian technique
- Beta-Lognormal model
- bootstrap aggregating
- bootstrap neural networks
- Burg entropy
- canopy flow
- changing environment
- climacogram
- coherent structures
- combined forecast
- complement
- complex systems
- complexity
- composite multiscale sample entropy
- conditional entropy production
- confidence intervals
- configurational entropy
- connection entropy
- continuous probability distribution functions
- crop yield
- cross elasticity
- cross entropy
- cross-entropy minimization
- data-scarce
- EEF method
- El Niño
- ensemble model simulation criterion
- ENSO
- Entropy
- entropy applications
- entropy ensemble filter
- entropy of information
- entropy parameter
- entropy production
- entropy spectral analysis time series analysis
- entropy theory
- entropy weighting method
- Environmental engineering
- flood frequency analysis
- flow duration curve
- flow entropy
- flux concentration relation
- forewarning model
- four-parameter exponential gamma distribution
- frequency analysis
- fuzzy analytic hierarchy process
- GB2 distribution
- generalized gamma (GG) distribution
- groundwater depth
- Hei River basin
- Hexi corridor
- hydraulics
- hydrological risk analysis
- hydrology
- hydrometeorological extremes
- hydrometric network
- information
- information entropy
- Information theory
- information transfer
- informational entropy
- joint entropy
- kernel density estimation
- Kolmogorov complexity
- Lagrangian function
- land suitability evaluation
- Loess Plateau
- marginal entropy
- maximum entropy-copula method
- maximum likelihood estimation
- mean annual runoff
- methods of moments
- modeling
- monthly streamflow forecasting
- multi-events
- multiplicative cascades
- mutual information
- NDVI
- network design
- neural network forecast
- non-point source pollution
- nonlinear relation
- optimization
- power laws
- Poyang Lake basin
- precipitation
- precipitation frequency analysis
- principle of maximum entropy
- principle of maximum entropy (POME)
- probability distribution function
- projection pursuit
- quaternary catchment
- Radar
- Rainfall
- rainfall forecast
- rainfall network
- randomness
- resilience
- robustness
- scaling
- scaling laws
- Sea Surface Temperature
- set pair analysis
- Shannon entropy
- soil water content
- spatial and dynamics characteristic
- spatial optimization
- spatio-temporal variability
- statistical scaling
- Stochastic processes
- Streamflow
- substitute
- temperature
- trend
- tropical Pacific
- tropical rainfall
- Tsallis entropy
- Turbulence
- turbulent flow
- uncertainty
- variability
- variation of information
- water distribution networks
- water engineering
- water level
- water monitoring
- water resource carrying capacity
- water resources
- water resources vulnerability
Links
DOI: 10.3390/books978-3-03897-223-5Editions