Uncertainty and driving factor analysis of streamflow forecasting for closed-basin and interval-basin: Based on a probabilistic and interpretable deep learning model

Study region: closed- and interval-basin in the Yangtze River basin, China. Study focus: Accurate streamflow forecasting and understanding its drivers are essential in hydrology, with deep learning (DL) technologies being increasingly employed. However, challenges persist, including hyperparameter o...

Full description

Saved in:
Bibliographic Details
Main Authors: Chaowei Xu, Yasong Chen, Dianchang Wang, Yunpeng Zhao, Yukun Hou, Yating Zhu, Qiushi Shen
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Journal of Hydrology: Regional Studies
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214581825003088
Tags: Add Tag
No Tags, Be the first to tag this record!