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Flood Forecasting Using Machine Learning Methods

المؤلف: Chang, Fi-John; Hsu, Kuolin; Chang, Li-Chiu

الناشر: mdpi multidisciplinary digital publishing institute

تحميل مجاني

نوع المادة: كتاب

الموضوعات

data scarce basins; runoff series; data forward prediction; ensemble empirical mode decomposition (EEMD); stopping criteria; method of tracking energy differences (MTED); deep learning; convolutional neural networks; superpixel; urban water bodies; high-resolution remote-sensing images; monthly streamflow forecasting; artificial neural network; ensemble technique; phase space reconstruction; empirical wavelet transform; hybrid neural network; flood forecasting; self-organizing map; bat algorithm; particle swarm optimization; flood routing; Muskingum model; machine learning methods; St. Venant equations; rating curve method; nonlinear Muskingum model; hydrograph predictions; flood routing; Muskingum model; hydrologic models; improved bat algorithm; Wilson flood; Karahan flood; flood susceptibility modeling; ANFIS; cultural algorithm; bees algorithm; invasive weed optimization; Haraz watershed; ANN-based models; flood inundation map; self-organizing map (SOM); recurrent nonlinear autoregressive with exogenous inputs (RNARX); ensemble technique; artificial neural networks; uncertainty; streamflow predictions; sensitivity; flood forecasting; extreme learning machine (ELM); backtracking search optimization algorithm (BSA); the upper Yangtze River; deep learning; LSTM network; water level forecast; the Three Gorges Dam; Dongting Lake; Muskingum model; wolf pack algorithm; parameters; optimization; flood routing; flash-flood; precipitation-runoff; forecasting; lag analysis; random forest; machine learning; flood prediction; flood forecasting; hydrologic model; rainfall–runoff, hybrid &; ensemble machine learning; artificial neural network; support vector machine; natural hazards &; disasters; adaptive neuro-fuzzy inference system (ANFIS); decision tree; survey; classification and regression trees (CART), data science; big data; artificial intelligence; soft computing; extreme event management; time series prediction; LSTM; rainfall-runoff; flood events; flood forecasting; data assimilation; particle filter algorithm; micro-model; Lower Yellow River; ANN; hydrometeorology; flood forecasting; real-time; postprocessing; machine learning; early flood warning systems; hydroinformatics; database; flood forecast; Google Maps

المصادر: قاعدة بيانات الكتب المجانية

اللغة: الإنجليزية

التاريخ: 2019

ردمك: 9783038975489

ملف خارجي

Entropy Applications in Environmental and Water Engineering

المؤلف: Cui, Huijuan; Sivakumar, Bellie; Singh, Vijay P.

الناشر: mdpi multidisciplinary digital publishing institute

تحميل مجاني

نوع المادة: كتاب

الموضوعات

complexity; streamflow; water level; composite multiscale sample entropy; trend; Poyang Lake basin; four-parameter exponential gamma distribution; principle of maximum entropy; precipitation frequency analysis; methods of moments; maximum likelihood estimation; flood frequency analysis; generalized gamma (GG) distribution; principle of maximum entropy (POME); entropy theory; principle of maximum entropy (POME); GB2 distribution; flood frequency analysis; non-point source pollution; ANN; entropy weighting method; data-scarce; multi-events; spatio-temporal variability; soil water content; entropy; arid region; joint entropy; NDVI; temperature; precipitation; groundwater depth; Hei River basin; turbulent flow; canopy flow; randomness; coherent structures; Shannon entropy; Kolmogorov complexity; entropy; information transfer; optimization; radar; rainfall network; water resource carrying capacity; forewarning model; entropy of information; fuzzy analytic hierarchy process; projection pursuit; accelerating genetic algorithm; entropy production; conditional entropy production; stochastic processes; scaling; climacogram; turbulence; water resources vulnerability; connection entropy; changing environment; set pair analysis; Anhui Province; cross-entropy minimization; land suitability evaluation; spatial optimization; monthly streamflow forecasting; Burg entropy; configurational entropy; entropy spectral analysis time series analysis; entropy; water monitoring; network design; hydrometric network; information theory; entropy applications; hydrological risk analysis; maximum entropy-copula method; uncertainty; Loess Plateau; entropy; water engineering; Tsallis entropy; principle of maximum entropy; Lagrangian function; probability distribution function; flux concentration relation; uncertainty; information; informational entropy; variation of information; continuous probability distribution functions; confidence intervals; precipitation; variability; marginal entropy; crop yield; Hexi corridor; flow duration curve; Shannon entropy; entropy parameter; modeling; spatial and dynamics characteristic; hydrology; tropical rainfall; statistical scaling; Tsallis entropy; multiplicative cascades; Beta-Lognormal model; rainfall forecast; cross entropy; ant colony fuzzy clustering; combined forecast; information entropy; mutual information; kernel density estimation; ENSO; nonlinear relation; scaling laws; power laws; water distribution networks; robustness; flow entropy; entropy theory; frequency analysis; hydrometeorological extremes; Bayesian technique; rainfall; entropy ensemble filter; ensemble model simulation criterion; EEF method; bootstrap aggregating; bagging; bootstrap neural networks; El Niño; ENSO; neural network forecast; sea surface temperature; tropical Pacific; entropy; cross elasticity; mean annual runoff; water resources; resilience; quaternary catchment; complement; substitute; entropy theory; complex systems; hydraulics; hydrology; water engineering; environmental engineering

المصادر: قاعدة بيانات الكتب المجانية

اللغة: الإنجليزية

التاريخ: 2019

ردمك: 9783038972228

ملف خارجي

Dept of Medicine and Surgery University of Michigan theses

المؤلف: University of Michigan.

تحميل مجاني

نوع المادة: كتاب

الموضوعات

Teeth.

Pain.

Pharmaceutical chemistry.

Puerperal septicemia.

Medical instruments and apparatus.

Germ theory of disease.

Spontaneous generation.

Cleft lip.

Diarrhea, Infantile.

Diphtheria.

Disinfection and disinfectants.

Children, Health and hygiene.

Medicine, Psychosomatic.

Arsenic.

Emphysema, Pulmonary.

Sexually transmitted diseases.

Cerebrovascular disease.

Women, Health and hygiene.

Communicable diseases.

Diagnosis, Laboratory.

Anatomy, Comparative.

Medical jurisprudence.

Psychology, Pathological.

Tonsillitis.

Heart.

Electrotherapeutics.

Medicine, Michigan, Study and teaching, Ann Arbor.

Tongue.

Sexual health.

المصادر: University of Michigan

اللغة: الإنجليزية

57 microfilm reels :

positive.

ملف خارجي

مرحباً!

Flood Forecasting Using Machine Learning Methods

المؤلف: Chang, Fi-John; Hsu, Kuolin; Chang, Li-Chiu

الناشر: mdpi multidisciplinary digital publishing institute

Flood Forecasting Using Machine Learning Methods

Entropy Applications in Environmental and Water Engineering

المؤلف: Cui, Huijuan; Sivakumar, Bellie; Singh, Vijay P.

الناشر: mdpi multidisciplinary digital publishing institute

Entropy Applications in Environmental and Water Engineering

Dept of Medicine and Surgery University of Michigan theses

المؤلف: University of Michigan.

Dept of Medicine and Surgery University of Michigan theses

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