# A study on water quality prediction by a hybrid dual channel CNN-LSTM model with attention mechanism

> Research article (International Conference on Smart Transportation and City Engineering 2021, 2021) · cited 11× · AI/ML

**Wikidata**: [openalex:W3211597688](https://www.wikidata.org/wiki/openalex:W3211597688)  
**Source**: https://4ort.xyz/entity/a-study-on-water-quality-prediction-by-a-hybrid-dual-channel-cnn-lstm-model-with-attention-mechanism