Application of a Multilayer Perceptron Artificial Neural Network (MLP‐ANN) in Hydrological Forecasting in El Salvador (Englisch)
- Neue Suche nach: Valles, Jose
- Neue Suche nach: Corzo Perez, Gerald A.
- Neue Suche nach: Solomatine, Dimitri P.
- Neue Suche nach: Valles, Jose
In:
Advanced Hydroinformatics
: Machine Learning and Optimization for Water Resources
;
213-239
;
2024
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ISBN:
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ISSN:
- Aufsatz/Kapitel (Buch) / Elektronische Ressource
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Titel:Application of a Multilayer Perceptron Artificial Neural Network (MLP‐ANN) in Hydrological Forecasting in El Salvador
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Beteiligte:Corzo Perez, Gerald A. ( Herausgeber:in ) / Solomatine, Dimitri P. ( Herausgeber:in ) / Valles, Jose ( Autor:in )
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Erschienen in:Advanced Hydroinformatics : Machine Learning and Optimization for Water Resources ; 213-239Special Publications ; 213-239
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Verlag:
- Neue Suche nach: John Wiley & Sons, Inc.
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Erscheinungsort:Hoboken, NJ, USA
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Erscheinungsdatum:21.02.2024
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Format / Umfang:27 pages
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ISBN:
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ISSN:
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DOI:
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Medientyp:Aufsatz/Kapitel (Buch)
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Format:Elektronische Ressource
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Sprache:Englisch
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Schlagwörter:
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Datenquelle:
Inhaltsverzeichnis E-Book
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 1
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Hydroinformatics and Applications of Artificial Intelligence and Machine Learning in Water‐Related ProblemsCorzo Perez, Gerald A. / Solomatine, Dimitri P. et al. | 2024
- 39
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Improving Model Identifiability by Driving Calibration With Stochastic InputsEfstratiadis, Andreas / Tsoukalas, Ioannis / Kossieris, Panagiotis et al. | 2024
- 63
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A Two‐Stage Surrogate‐Based Parameter Calibration Framework for a Complex Distributed Hydrological ModelGu, Haiting / Xu, Yue‐Ping / Liu, Li / Ma, Di / Pan, Suli / Xie, Jingkai et al. | 2024
- 99
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Fuzzy Committees of Conceptual Distributed ModelFarrag, Mostafa / Corzo Perez, Gerald A. / Solomatine, Dimitri P. et al. | 2024
- 129
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Regression‐Based Machine Learning Approaches for Daily Streamflow ModelingSamadi, Vidya S. / Tabas, Sadgeh Sadeghi / Wilson, Catherine A. M. E. / Hitchcock, Daniel R. et al. | 2024
- 149
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Use of Near‐Real‐Time Satellite Precipitation Data and Machine Learning to Improve Extreme Runoff ModelingMuñoz, Paul / Corzo Perez, Gerald A. / Solomatine, Dimitri P. / Feyen, Jan / Célleri, Rolando et al. | 2024
- 177
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Forecasting Water Levels Using Machine (Deep) Learning to Complement Numerical Modeling in the Southern Everglades, USAForde, Courtney S. / Bhattacharya, Biswa / Solomatine, Dimitri P. / Swain, Eric D. / Aumen, Nicholas G. et al. | 2024
- 213
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Application of a Multilayer Perceptron Artificial Neural Network (MLP‐ANN) in Hydrological Forecasting in El SalvadorValles, Jose et al. | 2024
- 241
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Noise Filter With Wavelet Analysis in Artificial Neural Networks (NOWANN) for Flow Time Series PredictionVázquez, Daniel A. / Corzo Perez, Gerald A. / Solomatine, Dimitri P. et al. | 2024
- 283
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Application of Natural Language Processing to Identify Extreme Hydrometeorological Events in Digital News Media: Case of the Magdalena River Basin, ColombiaDuarte, Santiago / Corzo Perez, Gerald A. / Santos, Germán / Solomatine, Dimitri P. et al. | 2024
- 319
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THREE‐DIMENSIONAL CLUSTERING IN THE CHARACTERIZATION OF SPATIOTEMPORAL DROUGHT DYNAMICS: CLUSTER SIZE FILTER AND DROUGHT INDICATOR THRESHOLD OPTIMIZATIONDiaz, Vitali / Corzo Perez, Gerald A. / Van Lanen, Henny A. J. / Solomatine, Dimitri P. et al. | 2024
- 343
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Deep Learning of Extreme Rainfall Patterns Using Enhanced Spatial Random Sampling With Pattern RecognitionWang, Han / Xuan, Yunqing et al. | 2024
- 357
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Teleconnection Patterns of River Water Quality Dynamics Based on Complex Network AnalysisJiang, Jiping / Tang, Sijie / Sivakumar, Bellie / Pang, Tianrui / Wu, Na / Zheng, Yi et al. | 2024
- 373
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Probabilistic Analysis of Flood Storage Areas Management in the Huai River Basin, China, With Robust Optimization and Similarity‐Based Selection for Real‐Time OperationZhou, Xingyu / Jonoski, Andreja / Popescu, Ioana / Solomatine, Dimitri P. et al. | 2024
- 409
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Multi‐Objective Optimization of Reservoir Operation Policies using Machine Learning Models: A Case Study of the Hatillo Reservoir in the Dominican RepublicTami, Carlos / Corzo Perez, Gerald A. / Perez, Fidel / Santos, Germán et al. | 2024
- 447
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Index| 2024
- i
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Front Matter| 2024