冉启华｜河海大学｜学者主页

2026

融合深度学习和大语言模型的可解释河流水质预测模型

司徒祖祥，唐洪武，冉启华，程香菊

《水科学进展》

2026

混凝土增材制造河工模型床面的糙率特性

魏祥龙，黄峻恺，冉启华，袁赛瑜，王海东，黄茗，廖磊

《水科学进展》

2026

基于水文水动力耦合模拟的赣江尾闾地区径流顶托规律研究

宗思远，许栋，李彬权，张亮，孟锐，肖洋，冉启华

《水资源保护》

2026

长江流域山区暴雨洪水的多因素驱动机制

王靖凯，余甜雪，李纪宇，叶盛，冉启华

《水利水电科技进展》

2026

植被恢复对黄土高原区域土壤水分的影响

邓雪斌，李纪宇，王佳芃，王华梓，冉启华，叶盛

《水资源与水工程学报》

2026

Improving multi-factor river water quality prediction using deep learning and large language models with retrieval-augmented generation

Zuxiang Situ, Qiyang Ling, Hongwu Tang, Huiming Zhang, Hong Chen, Shengqi LYU, Qihua Ran, Xiangju Cheng

Ecological Indicators

DOI

2026

A global continuum of river hydrodynamic regimes — analysis code

Qihua Ran

Zenodo (CERN European Organization for Nuclear Research)

DOI

2026

Hydrodynamic reconstruction of tidal river networks based on sensitivity analysis of responses to sluice–pump scheduling: a case study of episodic pollution control

Ming Huang, Hongwu Tang, Xianglong Wei, Xiangju Cheng, Saiyu Yuan, Qihua Ran, Fuxin Zhang, Wei He

Journal of Hydrology

DOI

2026

Hydraulic characteristics and force mechanisms of the perforated floating photovoltaics

Haiyang Wang, Wei He, Wenlong Zhao, 田宗勇, Qihua Ran, Xianglong Wei, Lu Chang, Weilin Chen

Physics of Fluids

DOI

2026

Hydrologically guided transfer learning for ungauged basin prediction: similarity-based adaptation and interpretation of runoff generation mechanisms

Jiyu Li, Qihua Ran, Sheng Ye

Journal of Hydrology

DOI

2026

Multi-stage dynamics of horseshoe vortex around a bed-mounted cylinder: From laminar to fully turbulent flow

Ruidong Zhang, Dong Xu, Saiyu Yuan, Huiming Zhang, Qihua Ran, Hongwu Tang

Physics of Fluids

DOI

2026

Spatiotemporal changes of sediment connectivity and drivers in the debris flow-prone regions of southwest China

Changlian Wei, Honglei Tang, Jiangcheng Huang, Shuying Chen, Yaqing Peng, Zongheng Hou, Qigeng Luo, Qihua Ran

Journal of Hydrology Regional Studies

DOI

2026

Explainable Artificial Intelligence ( XAI ) for Scaling: An Application for Deducing Hydrologic Connectivity at Watershed Scale

Sheng Ye, Jiyu Li, Yifan Chai, Lin Liu, Murugesu Sivapalan, Qihua Ran, Honglei Tang

Hydrological Processes

DOI

2026

Hydrodynamic-driven microbial community assembly and coalescence shape nitrogen transformation in river confluence

Cizhang Hui, Hongwu Tang, Qihua Ran, Dongfang Liang, Yi Li, Saiyu Yuan

ENGINEERING Environment

DOI

2026

Spatiotemporal changes of the water conservation function in the six major river basins in Yunnan Province, Southwest China

Honglei Tang, Yunhao Lai, Cun Zhan, Lu Zheng, Qihua Ran

Journal of Hydrology Regional Studies

DOI

2025

基于伴随方法的多沙泵站前池流态优化探索

王海东，许栋，冉启华，袁赛瑜，唐洪武

《水利学报》

2025

黄河流域土壤含水量时空变化特征分析

柴奕帆，李纪宇，王靖凯，邓雪斌，王佳芃，冉启华，叶盛

《水资源与水工程学报》

2025

Global variation pattern of watershed runoff erosion power and its application in sediment simulation of typical watersheds [version 1]

Zhanbin Li, Peng Li, Lu Jia, Kunxia Yu, Yaotao Xu, Shixuan Zhou, Jinjin Pan, Tian Wang, Qihua Ran

Hydrosphere

DOI

2025

Evaluating the cumulative and time-lag effects of vegetation response to drought in the Lancang-Mekong River basin

Yunhao Lai, Honglei Tang, Cun Zhan, Songbai Hong, Qihua Ran

Ecological Indicators

DOI

2025

Revegetation impacts on the flow characteristics in the Loess Plateau

Sheng Ye, Jingkai Wang, Jiyu Li, Yifan Chai, Shihan Dai, Feng Wang, Qihua Ran

Journal of Hydrology Regional Studies

DOI

2025

Explainable transfer learning for subsurface soil moisture prediction

Sheng Ye, Yifan Chai, Jiyu Li, Jingkai Wang, X.-B. Deng, Qihua Ran

Journal of Hydrology

DOI

2025

Using explainable artificial intelligence as a diagnostic tool

Sheng Ye, Jiyu Li, Yifan Chai, Lin Liu, Murugesu Sivapalan, Qihua Ran

DOI

2024

正向泵站前池水沙两相流流态及其对开机组合的响应机制

王海东，许栋，冉启华，袁赛瑜，唐洪武

《农业工程学报》

2024

光滑床面上智能泥沙颗粒弱起动过程试验研究

马崟凯，及春宁，许栋，谭红唯，冉启华

《泥沙研究》

2024

内外模分离的三维浅水数学模型及通量格式研究

宗思远，许栋，应超，及春宁，冉启华

《水动力学研究与进展A辑》

2024

典型河湖治理经验及对长江流域生态保护的启示

周雨，王殿常，余甜雪，叶盛，冉启华

《人民长江》

2024

Analyzing the threshold angles for vortex formation in shallow water open channels

Haidong Wang, Dong Xu, Qihua Ran, Saiyu Yuan, Hongwu Tang

Physics of Fluids

DOI

2024

Numerical and experimental study on water-sediment flow in a lateral pumping station forebay

Haidong Wang, Dong Xu, Changfeng Ding, Qihua Ran, Saiyu Yuan, Hongwu Tang

Physics of Fluids

DOI

2024

Investigation on the width-to-depth ratio effect on turbulent flows in a sharp meandering channel with periodic boundaries using large eddy simulations

Bing-chang Zhang, Dong Xu, Chunning Ji, Qihua Ran

Journal of Hydrodynamics

DOI

2024

Assessing the modulation of outer bank erosion by slump blocks: A case study from Marqu Meadow, China

Lei Liu, Lekui Zhu, Dong Chen, Qihua Ran, Honglei Tang, Jun Yan, Lin Liu

Geomorphology

DOI

2024

Enhanced physics‐informed neural networks for efficient modelling of hydrodynamics in river networks

Xiao Luo, Saiyu Yuan, Hongwu Tang, Dong Xu, Qihua Ran, Yuhao Cen, Dongfang Liang

Hydrological Processes

DOI

2024

Dual-objective optimization strategy of self-adaptive transient pressure controller in water delivery engineering

Boran Zhang, Wuyi Wan, Yuhang Wang, Qihua Ran, Xiaoyi Chen, Yue Fang, Saiyu Yuan, Huiming Zhang

Engineering Applications of Computational Fluid Mechanics

DOI

2024

Inferring soil water movement from soil moisture distribution with deep learning method

Sheng Ye, Jiyu Li, Qihua Ran

DOI

2024

Near-surface turbulent dissipation at a laboratory-scale confluence: implications on gas transfer

Saiyu Yuan, Jiawei Lin, Hongwu Tang, Yunqiang Zhu, Qihua Ran, George S. Constantinescu, Carlo Gualtieri

Environmental Fluid Mechanics

DOI

2024

Revegetation impacts on runoff generation processes in a typical loess catchment

Hailong Pan, Qihua Ran, Sheng Ye

Hydrological Processes

DOI

2023

黄河万家寨水库的多维协同水沙调控

陈秀秀，叶盛，冉启华

《泥沙研究》

2023

饱和导水率异质性对黄土高原浅层滑坡的影响

唐鸿磊，陈菊，沈春颖，张科，姚新梅，冉启华

《清华大学学报(自然科学版)》

2023

The impacts of rainfall and soil moisture to flood hazards in a humid mountainous catchment: a modeling investigation

Tianxue Yu, Qihua Ran, Hailong Pan, Jiyu Li, Jiajia Pan, Sheng Ye

Frontiers in Earth Science

DOI

2023

The seasonal and spatial variability of ammonium uptake in a hilly watershed

Sheng Ye, Jiajia Pan, Jiyu Li, Tianxue Yu, Qihua Ran

Frontiers in Earth Science

DOI

2023

From rainfall to runoff: The role of soil moisture in a mountainous catchment

Sheng Ye, Lin Liu, Jiyu Li, Hailong Pan, Wei Li, Qihua Ran

Journal of Hydrology

DOI

2023

Long-term impacts of ecosystem restoration on saturated hydraulic conductivity in the Loess Plateau

Hailong Pan, Qihua Ran, Yanyan Hong, Jin Wang, Xiuxiu Chen, Sheng Ye

Journal of Hydrology

DOI

2022

长江中下游流域极端洪水事件影响机制研究

王金，冉启华，刘琳，潘海龙，叶盛

《中国农村水利水电》

2022

水库运行对河流水文情势影响分析——以龙羊峡、小浪底水库为例

陈秀秀，叶盛，潘海龙，王金，冉启华

《中国农村水利水电》

2022

The relative importance of antecedent soil moisture and precipitation in flood generation in the middle and lower Yangtze River basin

Qihua Ran, Jin Wang, Xiuxiu Chen, Lin Liu, Jiyu Li, Sheng Ye

Hydrology and earth system sciences

DOI

2021

土壤渗透系数各向异性对我国西南山区小流域产汇流过程的影响研究

陈苍乙，冉启华，刘琳，潘海龙，叶盛

《中国农村水利水电》

2021

Comment on hess-2021-531

Sheng Ye, Jin Wang, Qihua Ran, Xiuxiu Chen, Lin Liu

DOI

2020

黄河骨干水库水沙调度的目标函数构建和应用

陈秀秀，叶盛，洪艳艳，潘海龙，冉启华

《应用基础与工程科学学报》

DOI

2018

变坡度变雨强下坡面流阻力特性时空分布

冉启华，刘燕，王丰，万五一

《浙江大学学报(工学版)》

2017

基于定点连续观测的钱塘江涌潮特性研究

张巍，贺治国，谈利明，高冠，何昊哲，胡鹏，冉启华

《水动力学研究与进展A辑》

2017

植被群影响下动床洪水数值模拟研究

贺治国，翁浩轩，高冠，李薇，吴钢锋，廖文景，冉启华

《应用基础与工程科学学报》

2016

异重流在层结与非层结水体中沿斜坡运动的实验研究

贺治国，林挺，赵亮，林颖典，胡鹏，冉启华，何昊哲

《中国科学:技术科学》

2015

Analytical solution for slope instability assessment considering impact of confined aquifer

冉启华，钱群，王光谦，傅旭东，苏丹阳

Journal of Central South University

2014

不同降雨区域对泥沙侵蚀过程的影响

史致男，冉启华，吴秀山，陈惠君

《浙江大学学报(工学版)》

2014

冰湖溃决模式对下游洪水过程的影响

冉启华，吴秀山，贺治国，钱群，王丰，喻啸

《清华大学学报(自然科学版)》

DOI

2014

基于图像处理的山区河道表面流场测算研究

李蔚，廖谦，唐鸿磊，冉启华

《人民长江》

2012

沟谷横断面类型对产流过程的影响

李蔚，冉启华

《水利学报》

DOI

2012

龙门山区小流域降雨产流数值模拟研究

钱群，冉启华

《水利学报》

精选作品

期刊论文

融合深度学习和大语言模型的可解释河流水质预测模型

混凝土增材制造河工模型床面的糙率特性

基于水文水动力耦合模拟的赣江尾闾地区径流顶托规律研究

长江流域山区暴雨洪水的多因素驱动机制

植被恢复对黄土高原区域土壤水分的影响

Improving multi-factor river water quality prediction using deep learning and large language models with retrieval-augmented generation

A global continuum of river hydrodynamic regimes — analysis code

Hydrodynamic reconstruction of tidal river networks based on sensitivity analysis of responses to sluice–pump scheduling: a case study of episodic pollution control

Hydraulic characteristics and force mechanisms of the perforated floating photovoltaics

Hydrologically guided transfer learning for ungauged basin prediction: similarity-based adaptation and interpretation of runoff generation mechanisms

Multi-stage dynamics of horseshoe vortex around a bed-mounted cylinder: From laminar to fully turbulent flow

Spatiotemporal changes of sediment connectivity and drivers in the debris flow-prone regions of southwest China

Explainable Artificial Intelligence ( XAI ) for Scaling: An Application for Deducing Hydrologic Connectivity at Watershed Scale

Hydrodynamic-driven microbial community assembly and coalescence shape nitrogen transformation in river confluence

Spatiotemporal changes of the water conservation function in the six major river basins in Yunnan Province, Southwest China

基于伴随方法的多沙泵站前池流态优化探索

黄河流域土壤含水量时空变化特征分析

Global variation pattern of watershed runoff erosion power and its application in sediment simulation of typical watersheds [version 1]

Evaluating the cumulative and time-lag effects of vegetation response to drought in the Lancang-Mekong River basin

Revegetation impacts on the flow characteristics in the Loess Plateau

Explainable transfer learning for subsurface soil moisture prediction

Using explainable artificial intelligence as a diagnostic tool

正向泵站前池水沙两相流流态及其对开机组合的响应机制

光滑床面上智能泥沙颗粒弱起动过程试验研究

内外模分离的三维浅水数学模型及通量格式研究

典型河湖治理经验及对长江流域生态保护的启示

Analyzing the threshold angles for vortex formation in shallow water open channels

Numerical and experimental study on water-sediment flow in a lateral pumping station forebay

Investigation on the width-to-depth ratio effect on turbulent flows in a sharp meandering channel with periodic boundaries using large eddy simulations

Assessing the modulation of outer bank erosion by slump blocks: A case study from Marqu Meadow, China

Enhanced physics‐informed neural networks for efficient modelling of hydrodynamics in river networks

Dual-objective optimization strategy of self-adaptive transient pressure controller in water delivery engineering

Inferring soil water movement from soil moisture distribution with deep learning method

Near-surface turbulent dissipation at a laboratory-scale confluence: implications on gas transfer

Revegetation impacts on runoff generation processes in a typical loess catchment

黄河万家寨水库的多维协同水沙调控

饱和导水率异质性对黄土高原浅层滑坡的影响

The impacts of rainfall and soil moisture to flood hazards in a humid mountainous catchment: a modeling investigation

The seasonal and spatial variability of ammonium uptake in a hilly watershed

From rainfall to runoff: The role of soil moisture in a mountainous catchment

Long-term impacts of ecosystem restoration on saturated hydraulic conductivity in the Loess Plateau

长江中下游流域极端洪水事件影响机制研究

水库运行对河流水文情势影响分析——以龙羊峡、小浪底水库为例

The relative importance of antecedent soil moisture and precipitation in flood generation in the middle and lower Yangtze River basin

土壤渗透系数各向异性对我国西南山区小流域产汇流过程的影响研究

Comment on hess-2021-531

黄河骨干水库水沙调度的目标函数构建和应用

变坡度变雨强下坡面流阻力特性时空分布

基于定点连续观测的钱塘江涌潮特性研究

植被群影响下动床洪水数值模拟研究

异重流在层结与非层结水体中沿斜坡运动的实验研究

Analytical solution for slope instability assessment considering impact of confined aquifer

不同降雨区域对泥沙侵蚀过程的影响

冰湖溃决模式对下游洪水过程的影响

基于图像处理的山区河道表面流场测算研究

沟谷横断面类型对产流过程的影响

龙门山区小流域降雨产流数值模拟研究

会议论文

黄河流域土壤侵蚀在不同尺度的表现（摘要）

预印本

Beyond Water Volume: A Parallel Hydrodynamic Framework for River Basin Characterization

Adaptation and Evaluation of a Retrieval-Augmented Generation QA Model for Water Environment Management in Tidal River Networks

Restoration age modulates the opposing responses of erosion and landslide susceptibility to Ksat heterogeneity on the Loess Plateau

数据集

Derived datasets and code for "Rivers remember what outlasts them: a phase diagram of mechanical memory"

Daily Hydrodynamic Data for Five Yangtze River Mainstem Stations, Pre- and Post- Three Gorges Dam