Duan (2026) Dataset for hybrid streamflow simulation in a semi-arid grassland catchment

Identification

• Journal: Mendeley Data
• Year: 2026
• Date: 2026-03-24
• Authors: Limin Duan
• DOI: 10.17632/wfgsnpdpm3

Research Groups

• Inner Mongolia Agricultural University

Short Summary

This study developed a hybrid approach for streamflow simulation in a semi-arid grassland catchment, integrating an enhanced distributed hydrological model with deep learning for residual correction. The associated dataset provides the necessary hydro-meteorological forcing, model inputs, and simulation outputs for this research.

Objective

• To improve streamflow simulation accuracy in a semi-arid grassland catchment by integrating an enhanced distributed hydrological model with deep learning for residual correction.

Study Configuration

• Spatial Scale: Catchment scale (semi-arid grassland catchment).
• Temporal Scale: Not explicitly stated, but implies continuous time series for hydro-meteorological forcing and streamflow simulation, used for calibration and validation.

Methodology and Data

• Models used: Enhanced distributed hydrological model, Deep learning model (for residual correction).
• Data sources: Processed hydro-meteorological forcing data, model input files, selected parameter-related variables, and simulation outputs.

Main Results

• The dataset supports the main results of a study demonstrating the application and effectiveness of a hybrid streamflow simulation approach in a semi-arid grassland catchment. Specific quantitative results are not detailed in the dataset description.

Contributions

• Introduction and application of a novel hybrid streamflow simulation approach combining an enhanced distributed hydrological model with deep learning for residual correction in a semi-arid grassland catchment.
• Provision of a comprehensive dataset to facilitate further research and reproducibility in this domain.

Funding

• Not specified.

Citation

@article{Duan2026Dataset,
  author = {Duan, Limin},
  title = {Dataset for hybrid streamflow simulation in a semi-arid grassland catchment},
  journal = {Mendeley Data},
  year = {2026},
  doi = {10.17632/wfgsnpdpm3},
  url = {https://doi.org/10.17632/wfgsnpdpm3}
}