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Flood Forecasting Using Machine Learning Methods
| Flood Forecasting Using Machine Learning Methods |
| Autore | Chang Fi-John |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (376 p.) |
| Soggetto non controllato |
natural hazards &
artificial neural network flood routing the Three Gorges Dam backtracking search optimization algorithm (BSA) lag analysis artificial intelligence classification and regression trees (CART) decision tree real-time optimization ensemble empirical mode decomposition (EEMD) improved bat algorithm convolutional neural networks ANFIS method of tracking energy differences (MTED) adaptive neuro-fuzzy inference system (ANFIS) recurrent nonlinear autoregressive with exogenous inputs (RNARX) disasters flood prediction ANN-based models flood inundation map ensemble machine learning flood forecast sensitivity hydrologic models phase space reconstruction water level forecast data forward prediction early flood warning systems bees algorithm random forest uncertainty soft computing data science hydrometeorology LSTM rating curve method forecasting superpixel particle swarm optimization high-resolution remote-sensing images machine learning support vector machine Lower Yellow River extreme event management runoff series empirical wavelet transform Muskingum model hydrograph predictions bat algorithm data scarce basins Wilson flood self-organizing map big data extreme learning machine (ELM) hydroinformatics nonlinear Muskingum model invasive weed optimization rainfall–runoff flood forecasting artificial neural networks flash-flood streamflow predictions precipitation-runoff the upper Yangtze River survey parameters Haraz watershed ANN time series prediction postprocessing flood susceptibility modeling rainfall-runoff deep learning database LSTM network ensemble technique hybrid neural network self-organizing map (SOM) data assimilation particle filter algorithm monthly streamflow forecasting Dongting Lake machine learning methods micro-model stopping criteria Google Maps cultural algorithm wolf pack algorithm flood events urban water bodies Karahan flood St. Venant equations hybrid & hydrologic model |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346688303321 |
Chang Fi-John
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Flood Risk Assessments : Applications and Uncertainties
| Flood Risk Assessments : Applications and Uncertainties |
| Autore | Diez-Herrero Andres |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (348 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
flood risk assessments
vulnerability of networks emergency management geographic information systems open source flood risk LOESS model risk map calibration 112 emergency service central Spain PRICAM project spatial autocorrelation Poisson regression eigenvector spatial filtering method flood risk evaluation Ebro River flood mapping flood risk areas RADAR SAR Sentinel-1 RGB composition calibrated thresholding pluvial floods flood risk assessment climate change damages vehicles properties pedestrians floods fatalities circumstances of loss of life historical analysis levee failures database flood defences levee breach cultural heritage meso-scale flood hazard flood vulnerability Castile and León Spain lahar Pico de Orizaba paleostage indicators tree-ring analysis RAMMS program flood torrential dynamics geomorphological threshold land-use changes ski resort hydrological response Pyrenees glacial lake outburst flood (GLOF) debris flow Bhote Koshi landslides Gorkha earthquake hazard assessment vulnerability indicators vulnerability cartography AHP local analysis open public data sources economic damage building first floor magnitude–damage models Navaluenga flood forecasting snow cover control flood management Tagus Basin climate model projections Reinosa climate change prioritization flood risk analysis flood damage uncertainty |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Flood Risk Assessments |
| Record Nr. | UNINA-9910557105103321 |
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Diez-Herrero Andres
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Lowering Risk by Increasing Resilience : Selected Papers from 8th International Conference on Flood Management (ICFM 8)
| Lowering Risk by Increasing Resilience : Selected Papers from 8th International Conference on Flood Management (ICFM 8) |
| Autore | Simonovic Slobodan P |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (212 p.) |
| Soggetto topico |
Technology: general issues
History of engineering & technology Conservation of buildings & building materials |
| Soggetto non controllato |
flooding
storm surge numerical modelling high-water marks debris distributed hydrological model flood forecasting TOPKAPI Zhenjiang River small- and medium-sized river OSS-SR facilitator flood resilience disaster literacy community-based e-learning extreme floods disaster chain impact assessment flood damage environmental impacts unsteady flows flood wave propagation Acoustic Doppler Current Profilers index-velocity method stage-discharge method rating curves flood risk management innovations dikes flood decision-making knowledge uptake historical data source flood mapping poorly gauged catchments citizen science low impact development sea-level rise adaptation flood risk water resources low-lying coasts extreme rain pluvial flood basement flood wastewater inflow and infiltration Canada flood management issues natural disasters climate change government policies flood hazard CaMa-Flood flood map viewer floodplain mapping |
| ISBN | 3-0365-5736-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Lowering Risk by Increasing Resilience |
| Record Nr. | UNINA-9910637793903321 |
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Simonovic Slobodan P
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Modelling of Floods in Urban Areas
| Modelling of Floods in Urban Areas |
| Autore | Leandro Jorge |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (202 p.) |
| Soggetto topico |
Technology: general issues
History of engineering & technology |
| Soggetto non controllato |
machine learning
flash flood GIS Iran decision trees ensemble techniques manhole flooding urban flooding grid-based modeling SWWM FIRM pollutant transport hydraulic structures urban drainage CFD dual drainage Iber SWMM hazard artificial neural network resilient backpropagation multistep urban flood forecast demographic change urbanization flooding drainage system vulnerability Sub-Saharan Africa Antananarivo parameterised power-linear model hyper concentration dilute concentration suspended sediment transport flood sediment size parameter rouse number mean concentration flow depth urban flood modeling porosity shallow-water model urban flood management flood forecasting weather radar integrated hydraulic modeling and evacuation lead time |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910566459403321 |
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Leandro Jorge
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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