# Addressing multi-scale temporal variability: deep integration and application of the CNN and transformer model in monthly streamflow prediction

> Research article (Expert Systems with Applications, 2025) · cited 14× · AI/ML

**Wikidata**: [openalex:W4411387160](https://www.wikidata.org/wiki/openalex:W4411387160)  
**Source**: https://4ort.xyz/entity/addressing-multi-scale-temporal-variability-deep-integration-and-application-of-the-cnn-and-transformer-model-in-monthly