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Caihong Hu

Zhengzhou University

100 Science Avenue

Zhengzhou, CO 450001

China

  • Zhengzhou University

SCHOLARLY PAPERS

6

DOWNLOADS

218

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

Probabilistic Daily Runoff Forecasting in High-Altitude Cold Regions Using a Hybrid Model Combining Dbo and Transformer Variants

Downloads 48 (1,097,529)

Probabilistic Daily Runoff Forecasting in High-Altitude Cold Regions Using a Hybrid Model Combining Dbo and Transformer Variants

Number of pages: 25 Posted: 16 Jul 2024
Qiying Yu, Wenzhong LI, Zhenlin Lu, yungang Bai, yingying xu, Chengshuai LIU, lu Tian, Chen Shi, Biao Cao, Jianghui zhang and Caihong Hu
Zhengzhou University, Zhengzhou University, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Shihezi University and Zhengzhou University
Downloads 24 (1,445,011)

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Runoff Forecasting, DBO, DBO-TCN-Transformer Model, Probabilistic Forecasting, Tailan River Basin

Probabilistic Daily Runoff Forecasting in High-Altitude Cold Regions Using a Hybrid Model Combining Dbo and Transformer Variants

Number of pages: 29 Posted: 14 Sep 2024
Qiying Yu, Caihong Hu, Wenzhong LI, yungang Bai, Zhenlin Lu, yingying xu, Chengshuai LIU, lu Tian, Chen Shi, Biao Cao, Tianning Xie and Jianghui zhang
Zhengzhou University, Zhengzhou University, Zhengzhou University, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University and Shihezi University
Downloads 24 (1,459,262)

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Runoff Forecasting, DBO, DBO-TCN-Transformer Model, Probabilistic Forecasting, Tailan River Basin

2.

Interpretable Baseflow Segmentation and Prediction Based on Numerical Experiments and Deep Learning

Number of pages: 27 Posted: 13 Mar 2024
Caihong Hu, Qiying Yu, Chen Shi, Jianghui zhang, yungang Bai, Zhenlin Lu, yingying xu, Wenzhong LI, Chengshuai LIU, Shan-e-hyder Soomro and lu Tian
Zhengzhou University, Zhengzhou University, Zhengzhou University, Shihezi University, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhengzhou University, Zhengzhou University, Zhengzhou University, China Three Gorges University and Zhengzhou University
Downloads 44 (1,145,425)

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Baseflow Prediction, Grey Wolf Optimization Digital Filter, HYSEP, Baseflow Separation, LSTM-SHAP

3.

A Study on the Runoff Prediction Mechanism of "Water-Soil-Heat" in Cold Alpine Regions with Complex Spatial Distribution

Number of pages: 38 Posted: 05 Sep 2024
Qiying Yu, yungang Bai, Zhenlin Lu, Chengshuai LIU, Shan-e-hyder Soomro, Wenzhong LI, lu Tian, Chen Shi, Biao Cao and Caihong Hu
Zhengzhou University, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhengzhou University, China Three Gorges University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University and Zhengzhou University
Downloads 41 (1,183,237)

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Cold alpine regions, Runoff prediction, Dynamic parameters, machine learning, Glaceir-GRGM-Transformer

4.

Error Correction Method for Flood Forecasting Based on Ceemdan

Number of pages: 29 Posted: 14 Nov 2024
lu Tian, Caihong Hu, Qiying Yu, Chengshuai LIU, Wenzhong Li, Yingying Xu and Chen Shi
Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University and Zhengzhou University
Downloads 40 (1,196,171)

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CEEMDAN, LSTM, Grey Wolf Optimization Algorithm, Entropy Weight Method, Error Correction

5.

Runoff Simulation Based on Landscape Pattern Classification and Machine Learning

Number of pages: 33 Posted: 11 Mar 2025
Xueli Zhang, Lilin Kong, Tianning Xie, Gan Miao, Shengqi Jian and Caihong Hu
Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University and Zhengzhou University
Downloads 25 (1,399,036)

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Landscape pattern, spatial structure, Machine learning, Runoff, Middle Yellow River

6.

Improving Precipitation Estimation and Hydrological Simulation in Tianshan Mountain Basins via CNN-SE-EF Fusion

Number of pages: 34 Posted: 02 Sep 2025
Biao Cao, Qiying Yu, yungang Bai, Zhenlin Lu, Shuo Wang, Mingsheng Wang, Hongbin Zhang and Caihong Hu
Zhengzhou University, Zhengzhou University, affiliation not provided to SSRN, affiliation not provided to SSRN, Shihezi University, affiliation not provided to SSRN, Zhengzhou University and Zhengzhou University
Downloads 20 (1,459,862)

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Precipitation fusion, Snowmelt Runoff Model (SRM), deep learning, triple collocation, cold high-mountain regions