孙逸群｜河海大学｜学者主页

2026

系统微分响应理论在南欧江七级电站流域径流模拟中的应用研究

张俊芳，瞿思敏，孙宏波，石朋，李琼芳，包为民，陆威村，孙逸群，宋兰兰

《水力发电》

2026

多源融合降水对小尺度流域洪水模拟能力研究

石朋，徐昕杰，瞿思敏，江鹏，孙逸群，方正，汪海洁

《水资源保护》

2026

Modeling of hydrological performance degradation in permeable pavement systems induced by their spatiotemporal clogging evolution

Zihao Liu, Qiongfang Li, Yiqun Sun, Zhengmo Zhou, Yao Du, Shuhong Xu, Xingye Han, Xing Huang, Junliang Jin

Journal of Hydrology

DOI

2026

Impacts of WRF-based Precipitation Quality on Urban Flood Simulation Accuracy

Shuhong Xu, Qiongfang Li, Zhengmo Zhou, Yiqun Sun, Xingye Han, Qihui Chen, Yao Du, Zihao Liu

Water Resources Management

DOI

2026

A newly merging approach of multiple precipitation products by combining time-varying quadruple collocation and random forest spatial interpolation

Shuhong Xu, Qiongfang Li, Yiqun Sun, Zhengmo Zhou, Chuanhao Wu, Xiaoqiang Yang, Xingye Han, Xing Huang, Junliang Jin

Journal of Hydrology

DOI

2026

A Differentiable Physics-Informed Neural Network (DPINN) for National-Scale River Temperature Modelling

Guhan Li, Peng Shi, Lingzhong Kong, James White, Senlin Zhu, Yiqun Sun, Simin Qu, Qian Yang

DOI

2026

Learning the Kalman Gain: An End-to-End Deep Learning–Kalman Filter Hybrid Framework for Hydrological State Updating

Yiqun Sun, Xin Tian, Hamid Moradkhani, Qiongfang Li, Peng Shi, Simin Qu, Qihui Chen

DOI

2025

不同误差校正方法在衢江流域洪水预报中的应用对比

杨雨蒙，石朋，瞿思敏，吴洪石，孙逸群，樊鑫洋

《河海大学学报(自然科学版)》

2025

基于机器学习模型的河道水位预测方法及其应用

陈国灿，卢建强，邱超，赵兰兰，孙逸群，宋波，徐丹丹，石朋

《水电能源科学》

DOI

2025

A three-dimensional Copula-based standardized temperature precipitation evapotranspiration water storage index for comprehensive drought monitoring

Xing Huang, Qiongfang Li, Chuanhao Wu, Junliang Jin, Shuhong Xu, Xingye Han, Peng Shi, Qihui Chen, Yiqun Sun

Journal of Hydrology

DOI

2025

Does the constant friction coefficient fit open-channel friction calculation?

Junwei Zhou, Dianguang Ma, Feng Ma, Yiqun Sun, Dandan Shen, Yu Duan

Mathematics and Computers in Simulation

DOI

2025

Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm

Peng Shi, Lei Xu, Simin Qu, Hongshi Wu, Qiongfang Li, Yiqun Sun, Xiaoqiang Yang, Wei Gao

Engineering Applications of Artificial Intelligence

DOI

2024

考虑模型结构不确定性的面平均降水动态系统响应曲线实时校正方法

张旭旻，瞿思敏，陈颖冰，孙逸群，石朋，李永坤，卢亚静，周星，薛志春

《北京师范大学学报(自然科学版)》

2024

Improving real-time flood forecasting updating through a complete and non-excessive precipitation adjustment

Shuhong Xu, Qiongfang Li, Xiaoqiang Yang, Junliang Jin, Xingye Han, Zhengmo Zhou, Yao Du, Yiqun Sun, Wei Si, Peng Shi

Journal of Hydrology

DOI

2024

Investigating the potential of EMA-embedded feature selection method for ESVR and LSTM to enhance the robustness of monthly streamflow forecasting from local meteorological information

Lei Xu, Peng Shi, Hongshi Wu, Simin Qu, Qiongfang Li, Yiqun Sun, Xiaoqiang Yang, Peng Jiang, Chao Qiu

Journal of Hydrology

DOI

2023

Mechanism Analysis and Demonstration of Effective Information Extraction in the System Differential Response Inversion Estimation Method

Yang Chen, Kexin Liu, Sijun Jiang, Yiqun Sun, Hui Chen

Water

DOI

2023

Development of the consider cubature Kalman filter for state estimation of hydrological models with parameter uncertainty

Yiqun Sun, Weimin Bao, Simin Qu, Q. Li, Peng Jiang, Zhongliang Zhou, P. Shi

Journal of Hydrology

DOI

2023

Improving Treatment of Noise Specification of Kalman Filtering for State Updating of Hydrological Models: Combining the Strengths of the Interacting Multiple Model Method and Cubature Kalman Filter

Yiqun Sun, Xin Tian, Weimin Bao, Simin Qu, Q. Li, Y. Chen, Zhongliang Zhou, Peng Shi

Water Resources Research

DOI

2023

Improving the Forecast Performance of Hydrological Models Using the Cubature Kalman Filter and Unscented Kalman Filter

Yiqun Sun, Xin Tian, Weimin Bao, Simin Qu, Q. Li, Y. Chen, Peng Shi

Water Resources Research

DOI

2022

机器学习技术在曹娥江流域洪水预报中的应用

孙小洪，赵兵，孙逸群，石朋

《浙江水利科技》

2022

基于回归支持向量机的水库防洪承载力预测模型研究

王正华，包为民，孙逸群，侯露

《水文》

2022

Objectivity verification experiment of the dynamic system response curve method for streamflow simulation

Jian Wang, Weimin Bao, Zhangling Xiao, Qingping Wang, Yiqun Sun, Wei Si

Journal of Hydrology

DOI

2022

Application of Regularized Dynamic System Response Curve for Runoff Correction Based on HBV Model: Case Study of Shiquan Catchment, China

Jian Wang, Weimin Bao, Zhangling Xiao, Wei Si, Yiqun Sun

Journal of Hydrologic Engineering

DOI

2021

Improvement in Ridge Coefficient Optimization Criterion for Ridge Estimation-Based Dynamic System Response Curve Method in Flood Forecasting

Kexin Liu, Weimin Bao, Yufeng Hu, Yiqun Sun, Dongjing Li, Kuang Li, Lili Liang

Water

DOI

2021

Coupling the Xinanjiang model and wavelet-based random forests method for improved daily streamflow simulation

Wang Jian, Weimin Bao, Qianyu Gao, Wei Si, Yiqun Sun

Journal of Hydroinformatics

DOI

2020

Enhancing the hydrologic system differential response method for flood forecasting correction

Zhang Xiaoqin, Weimin Bao, Yiqun Sun

Journal of Hydrology

DOI

2020

Improving Forecast Skill of Lowland Hydrological Models Using Ensemble Kalman Filter and Unscented Kalman Filter

Yiqun Sun, Weimin Bao, Koen Valk, Claudia Brauer, Julius Sumihar, Albrecht Weerts

Water Resources Research

DOI

2019

An improved friction calculation for water level and flow velocity simulation

Yiqun Sun, Weimin Bao, Liping Zhao, Xiaoqiang Yang, Boliang Ding, Hao Eric Wang, Lin Hu, Peng Jiang

Hydrology research

DOI

2018

基于Copula-GLUE的新安江模型次洪参数不确定性分析

王旭滢，包为民，孙逸群，钟华，顾锦

《水力发电》

2018

滑动平均差检测法的提出及验证

包为民，沈丹丹，倪鹏，周俊伟，孙逸群

《地理学报》

2018

基于无迹卡尔曼滤波的新安江模型实时校正方法

孙逸群，包为民，江鹏，徐玉英，贺成民，陈伟东，黄琳煜

《湖泊科学》

2018

Development of dynamic system response curve method for estimating initial conditions of conceptual hydrological models

Yiqun Sun, Weimin Bao, Peng Jiang, Xuying Wang, Chengmin He, Qian Zhang, Jian Wang

Journal of Hydroinformatics

DOI

2018

Development of a Regularized Dynamic System Response Curve for Real-Time Flood Forecasting Correction

Yiqun Sun, Weimin Bao, Peng Jiang, Wei Si, Junwei Zhou, Qian Zhang

Water

DOI

2017

基于总体最小二乘法的系统响应修正方法

包为民，孙逸群，周俊伟，司伟，张乾，程翔

《水利学报》

DOI

2017

AR模型参数的抗差递推估计

王玉丽，包为民，沈丹丹，周俊伟，孙逸群

《中国农村水利水电》

2017

河道一维非恒定流微分结构摩阻公式及其试验论证

周俊伟，包为民，孙逸群，张乾

《水科学进展》

2017

基于连续方程的河道水流双变量耦合演算模型

孙逸群，包为民，周俊伟，江鹏，胡琳

《湖泊科学》

2017

Analysis of 1-D unsteady flow friction in open channel flows and experimental demonstration

Junwei ZHOU, BAO Weimin, Yiqun Sun, Qian ZHANG

DOAJ (DOAJ: Directory of Open Access Journals)

DOI

2015

气候变化对柴河流域水文特征值的影响分析

孙逸群，徐玉英

《水资源开发与管理》

精选作品

期刊论文

系统微分响应理论在南欧江七级电站流域径流模拟中的应用研究

多源融合降水对小尺度流域洪水模拟能力研究

Modeling of hydrological performance degradation in permeable pavement systems induced by their spatiotemporal clogging evolution

Impacts of WRF-based Precipitation Quality on Urban Flood Simulation Accuracy

A newly merging approach of multiple precipitation products by combining time-varying quadruple collocation and random forest spatial interpolation

A Differentiable Physics-Informed Neural Network (DPINN) for National-Scale River Temperature Modelling

Learning the Kalman Gain: An End-to-End Deep Learning–Kalman Filter Hybrid Framework for Hydrological State Updating

不同误差校正方法在衢江流域洪水预报中的应用对比

基于机器学习模型的河道水位预测方法及其应用

A three-dimensional Copula-based standardized temperature precipitation evapotranspiration water storage index for comprehensive drought monitoring

Does the constant friction coefficient fit open-channel friction calculation?

Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm

考虑模型结构不确定性的面平均降水动态系统响应曲线实时校正方法

Improving real-time flood forecasting updating through a complete and non-excessive precipitation adjustment

Investigating the potential of EMA-embedded feature selection method for ESVR and LSTM to enhance the robustness of monthly streamflow forecasting from local meteorological information

Mechanism Analysis and Demonstration of Effective Information Extraction in the System Differential Response Inversion Estimation Method

Development of the consider cubature Kalman filter for state estimation of hydrological models with parameter uncertainty

Improving Treatment of Noise Specification of Kalman Filtering for State Updating of Hydrological Models: Combining the Strengths of the Interacting Multiple Model Method and Cubature Kalman Filter

Improving the Forecast Performance of Hydrological Models Using the Cubature Kalman Filter and Unscented Kalman Filter

机器学习技术在曹娥江流域洪水预报中的应用

基于回归支持向量机的水库防洪承载力预测模型研究

Objectivity verification experiment of the dynamic system response curve method for streamflow simulation

Application of Regularized Dynamic System Response Curve for Runoff Correction Based on HBV Model: Case Study of Shiquan Catchment, China

Improvement in Ridge Coefficient Optimization Criterion for Ridge Estimation-Based Dynamic System Response Curve Method in Flood Forecasting

Coupling the Xinanjiang model and wavelet-based random forests method for improved daily streamflow simulation

Enhancing the hydrologic system differential response method for flood forecasting correction

Improving Forecast Skill of Lowland Hydrological Models Using Ensemble Kalman Filter and Unscented Kalman Filter

An improved friction calculation for water level and flow velocity simulation

基于Copula-GLUE的新安江模型次洪参数不确定性分析

滑动平均差检测法的提出及验证

基于无迹卡尔曼滤波的新安江模型实时校正方法

Development of dynamic system response curve method for estimating initial conditions of conceptual hydrological models

Development of a Regularized Dynamic System Response Curve for Real-Time Flood Forecasting Correction

基于总体最小二乘法的系统响应修正方法

AR模型参数的抗差递推估计

河道一维非恒定流微分结构摩阻公式及其试验论证

基于连续方程的河道水流双变量耦合演算模型

Analysis of 1-D unsteady flow friction in open channel flows and experimental demonstration

气候变化对柴河流域水文特征值的影响分析

预印本

A New Method Towards More Rational Drought Propagation Characterization in Karst Regions