# Machine-learning- and deep-learning-based streamflow prediction in a hilly catchment for future scenarios using CMIP6 GCM data

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-and-deep-learning-based-streamflow-prediction-in-a-hilly/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Dharmaveer Singh,Manu Vardhan,Rakesh Sahu,Debrupa Chatterjee,Pankaj Chauhan,Shiyin Liu |
| Citations | 96 |
| DOI | 10.5194/hess-27-1047-2023 |
| Fields | Environmental Science |
| Open Access | true |
| OA Status | gold |
| OA URL | https://hess.copernicus.org/articles/27/1047/2023/hess-27-1047-2023.pdf |
| OpenAlex ID | https://openalex.org/W4324257317 |
| Type | article |
| Year | 2023 |

## Paper authors

- [Manu Vardhan](https://scholariq.org/researchers/manu-vardhan/)

## Paper primary topic

- [Hydrology and Watershed Management Studies](https://scholariq.org/topics/hydrology-and-watershed-management-studies/)

## Paper topics

- [Hydrology and Watershed Management Studies](https://scholariq.org/topics/hydrology-and-watershed-management-studies/)
- [Hydrological Forecasting Using AI](https://scholariq.org/topics/hydrological-forecasting-using-ai/)
- [Flood Risk Assessment and Management](https://scholariq.org/topics/flood-risk-assessment-and-management/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.