TY - BOOK ID - 145883016 TI - Flood Forecasting Using Machine Learning Methods AU - Chang, Fi-John AU - Hsu, Kuolin AU - Chang, Li-Chiu PY - 2019 PB - MDPI - Multidisciplinary Digital Publishing Institute DB - UniCat KW - natural hazards & KW - artificial neural network KW - flood routing KW - the Three Gorges Dam KW - backtracking search optimization algorithm (BSA) KW - lag analysis KW - artificial intelligence KW - classification and regression trees (CART) KW - decision tree KW - real-time KW - optimization KW - ensemble empirical mode decomposition (EEMD) KW - improved bat algorithm KW - convolutional neural networks KW - ANFIS KW - method of tracking energy differences (MTED) KW - adaptive neuro-fuzzy inference system (ANFIS) KW - recurrent nonlinear autoregressive with exogenous inputs (RNARX) KW - disasters KW - flood prediction KW - ANN-based models KW - flood inundation map KW - ensemble machine learning KW - flood forecast KW - sensitivity KW - hydrologic models KW - phase space reconstruction KW - water level forecast KW - data forward prediction KW - early flood warning systems KW - bees algorithm KW - random forest KW - uncertainty KW - soft computing KW - data science KW - hydrometeorology KW - LSTM KW - rating curve method KW - forecasting KW - superpixel KW - particle swarm optimization KW - high-resolution remote-sensing images KW - machine learning KW - support vector machine KW - Lower Yellow River KW - extreme event management KW - runoff series KW - empirical wavelet transform KW - Muskingum model KW - hydrograph predictions KW - bat algorithm KW - data scarce basins KW - Wilson flood KW - self-organizing map KW - big data KW - extreme learning machine (ELM) KW - hydroinformatics KW - nonlinear Muskingum model KW - invasive weed optimization KW - rainfall–runoff KW - flood forecasting KW - artificial neural networks KW - flash-flood KW - streamflow predictions KW - precipitation-runoff KW - the upper Yangtze River KW - survey KW - parameters KW - Haraz watershed KW - ANN KW - time series prediction KW - postprocessing KW - flood susceptibility modeling KW - rainfall-runoff KW - deep learning KW - database KW - LSTM network KW - ensemble technique KW - hybrid neural network KW - self-organizing map (SOM) KW - data assimilation KW - particle filter algorithm KW - monthly streamflow forecasting KW - Dongting Lake KW - machine learning methods KW - micro-model KW - stopping criteria KW - Google Maps KW - cultural algorithm KW - wolf pack algorithm KW - flood events KW - urban water bodies KW - Karahan flood KW - St. Venant equations KW - hybrid & KW - hydrologic model UR - https://www.unicat.be/uniCat?func=search&query=sysid:145883016 AB - This book is a printed edition of the Special Issue Flood Forecasting Using Machine Learning Methods that was published in Water ER -