中国科学院机构知识库网格系统: 检索

浏览/检索结果: 共9条，第1-9条

帮助

条数/页：排序方式：
	Interpretable deep learning hybrid streamflow prediction modeling based on multi-source data fusion 期刊论文 OAI收割 ENVIRONMENTAL MODELLING & SOFTWARE, 2026, 卷号: 196, 页码: 106796 作者: Wang, Zhaocai; Ding, Cheng; Xu, Nannan; Wang, Weilong; Zhang, Xingxing \| 收藏 \| 浏览/下载：0/0 \| 提交时间：2026/02/09 Streamflow prediction Deep learning Feature extraction Mode decomposition Nonlinear integration Interpretability
	A Novel Hydrological Signature-Informed Framework for Enhancing Streamflow Prediction Using Multi-Task Learning 期刊论文 OAI收割 WATER RESOURCES RESEARCH, 2026, 卷号: 62, 期号: 1, 页码: 25 作者: Wang, Zili; Li, Chaoyue; Wei, Ruilong; Zhang, Binlan; Cui, Peng \| 收藏 \| 浏览/下载：1/0 \| 提交时间：2026/02/06 streamflow prediction hydrological signature-informed multi-task learning large-sample hydrological modeling disaster early warning
	A Novel Hydrological Signature-Informed Framework for Enhancing Streamflow Prediction Using Multi-Task Learning 期刊论文 OAI收割 WATER RESOURCES RESEARCH, 2026, 卷号: 62, 期号: 1, 页码: e2025WR041485 作者: Wang, Zili; Li, Chaoyue; Wei, Ruilong; Zhang, Binlan; Cui, Peng \| 收藏 \| 浏览/下载：1/0 \| 提交时间：2026/02/09 streamflow prediction hydrological signature-informed multi-task learning large-sample hydrological modeling disaster early warning
	Addressing multi-scale temporal variability: deep integration and application of the CNN and transformer model in monthly streamflow prediction 期刊论文 OAI收割 EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 292, 页码: 128658 作者: Fan, Jinsheng; Yu, Guo-An; Zhao, Mingmeng; Zong, Hucheng \| 收藏 \| 浏览/下载：1/0 \| 提交时间：2025/08/21 Monthly streamflow prediction VMD CNN Transformer CovTransformer
	Prediction of long-term inter-seasonal variations of streamflow and sediment load by state-space model in the Loess Plateau of China 期刊论文 OAI收割 JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: - 作者: Gao, Guangyao; Ning, Zhen; Li, Zhenwei; Fu, Bojie \| 收藏 \| 浏览/下载：58/0 \| 提交时间：2021/12/21 Streamflow and sediment load Monthly scale Temporal variability State-space prediction
	A Hybrid VMD-SVM Model for Practical Streamflow Prediction Using an Innovative Input Selection Framework 期刊论文 OAI收割 WATER RESOURCES MANAGEMENT, 2021, 页码: 17 作者: Meng, Erhao; Huang, Shengzhi; Huang, Qiang; Fang, Wei; Wang, Hao \| 收藏 \| 浏览/下载：85/0 \| 提交时间：2021/04/25 Monthly streamflow prediction Support vector machine Variational mode decomposition Climate change Decomposition
	Monthly Streamflow Forecasting Using ELM-IPSO Based on Phase Space Reconstruction 期刊论文 OAI收割 WATER RESOURCES MANAGEMENT, 2020, 卷号: 34, 期号: 11, 页码: 3515-3531 作者: Jiang, Yan; Bao, Xin; Hao, Shaonan; Zhao, Hongtao; Li, Xuyong \| 收藏 \| 浏览/下载：46/0 \| 提交时间：2021/08/31 Streamflow prediction Chaohe River basin Chaotic dynamic characteristics Phase space reconstruction Extreme learning machine Improved particle swarm optimization algorithm
	On a PUB methodology from Chinese lessons SCI/SSCI论文 OAI收割 2014 作者: Xia J. 收藏 \| 浏览/下载：29/0 \| 提交时间：2014/12/24 categorization methodology review Borrowing-Substituting-Generating China PUB north china plain ungauged catchments flood frequency climate-change soil-moisture water-balance model hydrology prediction streamflow
	Separating the effects of climate change and human activities on runoff over different time scales in the Zhang River basin SCI/SSCI论文 OAI收割 2014 作者: Xia J. 收藏 \| 浏览/下载：53/0 \| 提交时间：2014/12/24 Climate change Human activities Hydrological modeling Sensitivity based method Different time scales The Zhang River basin variability catchment model uncertainty vegetation china sensitivity prediction streamflow impact