Comparison of N-BEATS with Standalone and Hybrid Deep Learning Models in Monthly Inflow Forecasting to the Aras Dam Reservoir: A Feature Selection Analysis

Reservoir dams play a pivotal role in water resource management. Accurate prediction of inflow to reservoirs significantly enhances operational performance. While standalone artificial intelligence methods have recently been frequently used to predict inflow, hybrid models have shown quite more sati...

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Prif Awduron:	Elman Athari, Mohammad Taghi Aalami, Mohammad Taghi Sattari
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Ankara University 2025-07-01
Cyfres:	Journal of Agricultural Sciences
Pynciau:	data preprocessing hyperparameter tuning random search bayesian optimization nbeatsx cnn-lstm-mlp
Mynediad Ar-lein:	https://dergipark.org.tr/en/download/article-file/4449062
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!