# Air-quality prediction based on the ARIMA-CNN-LSTM combination model optimized by dung beetle optimizer

> Research article (Scientific Reports, 2023) · cited 83× · AI/ML

**Wikidata**: [openalex:W4385285815](https://www.wikidata.org/wiki/openalex:W4385285815)  
**Source**: https://4ort.xyz/entity/air-quality-prediction-based-on-the-arima-cnn-lstm-combination-model-optimized-by-dung-beetle-optimizer