Comparative evaluation of LSTM, CNN, and ConvLSTM for hourly short-term streamflow forecasting using deep learning approaches

Adnan Dehghani, Hamza Mohammad Zakir Hiyat Moazam, Fatemehsadat Mortazavizadeh, Vahid Ranjbar, Majid Mirzaei, Saber Mortezavi, Jing Lin Ng, Amin Dehghani. Comparative evaluation of LSTM, CNN, and ConvLSTM for hourly short-term streamflow forecasting using deep learning approaches. Ecological Informatics, 75:102119, July 2023. [doi]

Authors

Adnan Dehghani

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Hamza Mohammad Zakir Hiyat Moazam

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Fatemehsadat Mortazavizadeh

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Vahid Ranjbar

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Majid Mirzaei

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Saber Mortezavi

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Jing Lin Ng

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Amin Dehghani

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