Forecasting of suspended sediment concentration in the Pindari-Kafni glacier valley in Central Himalayan region considering the impact of precipitation: using soft computing approach

In situ glacier discharge and sediment observations are uncommon in the Himalayan region because of the complex terrain and bad weather conditions. This research is the first study of the glaciers investigated to collect and forecast in situ glacier melt SSC (suspended sediment concentration) data f...

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Veröffentlicht in:	Arabian journal of geosciences 2022-04, Vol.15 (8), Article 683
Hauptverfasser:	Chauhan, Pankaj, Akıner, Muhammed Ernur, Sain, Kalachand, Kumar, Amit
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Bivariate analysis Discharge Earth and Environmental Science Earth science Earth Sciences Errors Flood predictions Glacial streams Glaciers Glaciohydrology Hydroelectric power Hydrometeorology Landslides Learning theory Machine learning Mathematical analysis Mathematical models Meteorological data Mountains Neural networks Observational learning Original Paper Precipitation Regional analysis Regional development Rivers Sediment Sediment concentration Sediment transport Soft computing Solar radiation Statistical analysis Stream discharge Streams Suspended sediments Valleys Water resources Water resources management
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