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

> Research article (Environmental Science and Pollution Research, 2021) · cited 181× · AI/ML

**Wikidata**: [openalex:W3166135633](https://www.wikidata.org/wiki/openalex:W3166135633)  
**Source**: https://4ort.xyz/entity/a-study-on-water-quality-prediction-by-a-hybrid-cnn-lstm-model-with-attention-mechanism