# Use of one-dimensional CNN for input data size reduction in LSTM for improved computational efficiency and accuracy in hourly rainfall-runoff modeling

> Research article (Journal of Environmental Management, 2024) · cited 47× · AI/ML

**Wikidata**: [openalex:W4395699812](https://www.wikidata.org/wiki/openalex:W4395699812)  
**Source**: https://4ort.xyz/entity/use-of-one-dimensional-cnn-for-input-data-size-reduction-in-lstm-for-improved-computational-efficiency-and-accuracy-in-h