Combination of dynamic TOPMODEL and machine learning techniques to improve runoff prediction by Pin‐Chun Huang

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Multi-step ahead forecasting of daily streamflow based on the transform-based deep learning model under different scenarios by Miao He, Xian Xu, Shaofei Wu, Chuanxiong Kang, Binbin Huang

Subjects: “…Runoff prediction…”
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A novel hybrid model by integrating TCN with TVFEMD and permutation entropy for monthly non-stationary runoff prediction by Huifang Wang, Xuehua Zhao, Qiucen Guo, Xixi Wu

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Application of Improved LSTM Model in Runoff Simulation in Arid Region of Northwest China: A Case Study of the Zuli River by SONG Haiping, TANG Yiran, DANG Wentao, WANG Yibo

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Runoff Prediction and Uncertainty Analysis for Xijiang River Basin Based on CMIP6 Climate Scenarios by WU Huiming, YAN Meng, ZHOU Shuai

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Two-step hybrid model for monthly runoff prediction utilizing integrated machine learning algorithms and dual signal decompositions by Shujun Wu, Zengchuan Dong, Sandra M. Guzmán, Gregory Conde, Wenzhuo Wang, Shengnan Zhu, Yiqing Shao, Jinyu Meng

Subjects: “…Runoff prediction…”
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Analysis of Hydrological Elements and Runoff Prediction in Tao'er River Basin under Land Use and Climate Change by MA Liguo, LIU Jianwei, PANG Xiaoteng, JING Haihua

Subjects: “…runoff prediction…”
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Hydrological Simulation and Prediction of Typical Tributaries in Songhua River Basin Based on CMIP6 Climate Scenarios: A Case Study of Ant River Basin by GONG Xiao, DAI Changlei, LI Shuling, LI Chunshuang

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Application of Improved EEMD-NNBR Coupling Model in Annual Runoff Prediction by ZHENG Fangfang, WANG Wensheng, ZHANG Lanting

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An extreme forecast index-driven runoff prediction approach using stacking ensemble learning by Zhiyuan Leng, Lu Chen, Binlin Yang, Siming Li, Bin Yi

Subjects: “…Runoff prediction…”
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Research on Hydrological Element Analysis and Runoff Prediction in the Jinsha River Basin Based on the VIC Model by LIU Hongcai, ZHANG Huilan, SUN Jianing, PANG Jianzhuang, AN Ni

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Research on optimal selection of runoff prediction models based on coupled machine learning methods by Xing Wei, Mengen Chen, Yulin Zhou, Jianhua Zou, Libo Ran, Ruibo Shi

Subjects: “…Runoff prediction…”
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Medium- and Long-term Runoff Prediction Based on SMA-LSSVM by TIAN Jinghuan, LI Congxin, LI Ang

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Monthly Runoff Prediction Based on STL-CEEMDAN-LSTM Model by WANG Hai, SHEN Yanqing, QI Shansheng, PAN Hongzhong, HUO Jianzhen, WANG Zhance

Subjects: “…runoff prediction…”
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Wavelet Decomposition-Based AVOA-DELM Model for Prediction of Monthly Runoff Time Series and Its Applications by ZHANG Yajie

Subjects: “…monthly runoff prediction…”
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EWT多重分解与若干新型元启发式算法优化的多层感知器月径流预测 by CAI Liang, BAO Yanfei, CUI Dongwen

Subjects: “…monthly runoff prediction…”
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Leveraging multi-source data and teleconnection indices for enhanced runoff prediction using coupled deep learning models by Jintao Li, Ping Ai, Chuansheng Xiong, Yanhong Song

Subjects: “…Runoff prediction…”
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Research on monthly runoff prediction model considering secondary decomposition of multiple fitness functions and deep learning by Zhongfeng Zhao, Xueni Wang, Hua Jin, Jie Zheng

Subjects: “…Monthly runoff prediction…”
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Research on Annual Runoff Prediction Based on EMD-LSTM-ANFIS Model by HU Shunqiang, CUI Dongwen

Subjects: “…runoff prediction…”
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Improved Monthly Runoff Prediction of OSELM Based on Secondary Decomposition Technique and Optimization of Ten "Bird" Swarm Algorithms by DENG Zhiyu, CUI Dongwen

Subjects: “…monthly runoff prediction…”
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