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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 online resource (376 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
adaptive neuro-fuzzy inference system (ANFIS)
ANFIS ANN ANN-based models artificial intelligence artificial neural network artificial neural networks backtracking search optimization algorithm (BSA) bat algorithm bees algorithm big data classification and regression trees (CART) convolutional neural networks cultural algorithm data assimilation data forward prediction data scarce basins data science database decision tree deep learning disasters Dongting Lake early flood warning systems empirical wavelet transform ensemble empirical mode decomposition (EEMD) ensemble machine learning ensemble technique extreme event management extreme learning machine (ELM) flash-flood flood events flood forecast flood forecasting flood inundation map flood prediction flood routing flood susceptibility modeling forecasting Google Maps Haraz watershed high-resolution remote-sensing images hybrid & hybrid neural network hydrograph predictions hydroinformatics hydrologic model hydrologic models hydrometeorology improved bat algorithm invasive weed optimization Karahan flood lag analysis Lower Yellow River LSTM LSTM network machine learning machine learning methods method of tracking energy differences (MTED) micro-model monthly streamflow forecasting Muskingum model natural hazards & nonlinear Muskingum model optimization parameters particle filter algorithm particle swarm optimization phase space reconstruction postprocessing precipitation-runoff rainfall-runoff random forest rating curve method real-time recurrent nonlinear autoregressive with exogenous inputs (RNARX) runoff series self-organizing map self-organizing map (SOM) sensitivity soft computing St. Venant equations stopping criteria streamflow predictions superpixel support vector machine survey the Three Gorges Dam the upper Yangtze River time series prediction uncertainty urban water bodies water level forecast Wilson flood wolf pack algorithm |
| 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 online resource (348 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
112 emergency service
AHP Bhote Koshi building first floor calibrated thresholding Castile and León central Spain circumstances of loss of life climate change climate change prioritization climate model projections cultural heritage damages database debris flow Ebro River economic damage eigenvector spatial filtering method emergency management fatalities flood damage uncertainty flood defences flood forecasting flood hazard flood management flood mapping flood risk flood risk analysis flood risk areas flood risk assessment flood risk assessments flood risk evaluation flood torrential dynamics flood vulnerability floods geographic information systems geomorphological threshold glacial lake outburst flood (GLOF) Gorkha earthquake hazard assessment historical analysis hydrological response lahar land-use changes landslides levee breach levee failures local analysis LOESS model magnitude-damage models meso-scale Navaluenga open public data sources open source paleostage indicators pedestrians Pico de Orizaba pluvial floods Poisson regression PRICAM project properties Pyrenees RADAR SAR RAMMS program Reinosa RGB composition risk map calibration Sentinel-1 ski resort snow cover control Spain spatial autocorrelation Tagus Basin tree-ring analysis vehicles vulnerability cartography vulnerability indicators vulnerability of networks |
| 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 online resource (202 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
and evacuation lead time
Antananarivo artificial neural network CFD decision trees demographic change dilute concentration drainage system dual drainage ensemble techniques FIRM flash flood flood flood forecasting flooding flow depth GIS grid-based modeling hazard hydraulic structures hyper concentration Iber integrated hydraulic modeling Iran machine learning manhole flooding mean concentration multistep urban flood forecast n/a parameterised power-linear model pollutant transport porosity resilient backpropagation rouse number sediment size parameter shallow-water model Sub-Saharan Africa suspended sediment transport SWMM SWWM urban drainage urban flood management urban flood modeling urban flooding urbanization vulnerability weather radar |
| 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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