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

> Research article (Ecological Informatics, 2023) · cited 148× · AI/ML

**Wikidata**: [openalex:W4376126848](https://www.wikidata.org/wiki/openalex:W4376126848)  
**Source**: https://4ort.xyz/entity/comparative-evaluation-of-lstm-cnn-and-convlstm-for-hourly-short-term-streamflow-forecasting-using-deep-learning-approac