Shuang Zhu

发表

A hybrid support vector regression framework for streamflow forecast

Zhanya Xu, Shuang Zhu, Xiaohui Yuan, 2019, Journal of Hydrology.

Application of an ensemble learning model based on random subspace and a J48 decision tree for landslide susceptibility mapping: a case study for Qingchuan, Sichuan, China

Jiang Li, Xiangang Luo, Shuang Zhu, 2022, Environmental Earth Sciences.

Estimating the Impacts of Urbanization in the Next 100 years on Spatial Hydrological Response

Xiangang Luo, Shuang Zhu, Zhanya Xu, 2020, Water Resources Management.

Using distributed root soil moisture data to enhance the performance of rainfall thresholds for landslide warning

Xiangang Luo, Shuang Zhu, Zhanya Xu, 2022, Natural Hazards.

Spatiotemporal deep learning rainfall-runoff forecasting combined with remote sensing precipitation products in large scale basins

Shuang Zhu, Hairong Zhang, Yang Xu, 2022, Journal of Hydrology.

Seasonal streamflow forecasts using mixture-kernel GPR and advanced methods of input variable selection

Lei Ye, Xiangang Luo, Zhanya Xu, 2018, Hydrology Research.

Coupling logistic model tree and random subspace to predict the landslide susceptibility areas with considering the uncertainty of environmental features

Zhanya Xu, Zhibin Huo, Mengliang Yu, 2019, Scientific Reports.

An improved long short-term memory network for streamflow forecasting in the upper Yangtze River

Xiaohui Yuan, Xiangang Luo, Zhanya Xu, 2020, Stochastic Environmental Research and Risk Assessment.

Multidimensional Response Evaluation of Remote-Sensing Vegetation Change to Drought Stress in the Three-River Headwaters, China

Xiangang Luo, Zhibin Huo, Rui Wang, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Streamflow estimation by support vector machine coupled with different methods of time series decomposition in the upper reaches of Yangtze River, China

Jianzhong Zhou, Shuang Zhu, Lei Ye, 2016, Environmental Earth Sciences.

Mine landslide susceptibility assessment using IVM, ANN and SVM models considering the contribution of affecting factors

Mengliang Yu, Shuang Zhu, Xiangang Luo, 2019, PloS one.

Improved Hidden Markov Model Incorporated with Copula for Probabilistic Seasonal Drought Forecasting

Si Chen, Xiangang Luo, Hairong Zhang, 2020 .

Variable infiltration capacity model with BGSA-based wavelet neural network

Lei Ye, Xiaoming Xue, Jianzhong Zhou, 2017, Stochastic Environmental Research and Risk Assessment.

Integrating Artificial Neural Networks into the VIC Model for Rainfall-Runoff Modeling

Jianzhong Zhou, Shuang Zhu, Muhammad Tayyab, 2016 .

Performance analysis of landslide susceptibility assessment under different factor-filtering models

Xiangang Luo, Shuang Zhu, Zhanya Xu, 2021, Arabian Journal of Geosciences.

Realizing the full reservoir operation potential during the 2020 Yangtze river floods

H. Yao, Jiang Wu, Shuang Zhu, 2022, Scientific Reports.

Long-term generation scheduling of Xiluodu and Xiangjiaba cascade hydro plants considering monthly streamflow forecasting error

Chunlong Li, Jianzhong Zhou, Xie Mengfei, 2015 .

Trends in Global Vegetative Drought From Long-Term Satellite Remote Sensing Data

Shaobo Zhong, Liping Di, Xiangang Luo, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Dynamic analysis of urban ground subsidence in Beijing based on the permanent scattering InSAR technology

Yi Cui, Zhanya Xu, Shuang Zhu, 2018 .

Study on optimization and combination strategy of multiple daily runoff prediction models coupled with physical mechanism and LSTM

Jun Guo, Shuang Zhu, Hairong Zhang, 2023, Journal of Hydrology.

Internal and external coupling of Gaussian mixture model and deep recurrent network for probabilistic drought forecasting

M. Zhang, Xiangang Luo, Shuang Zhu, 2020, International Journal of Environmental Science and Technology.

Gaussian mixture model coupled recurrent neural networks for wind speed interval forecast

Xiaohui Yuan, Xiangang Luo, Zhanya Xu, 2019, Energy Conversion and Management.

Refined micro-scale geological disaster susceptibility evaluation based on UAV tilt photography data and weighted certainty factor method in Qingchuan County.

Xiangang Luo, Shuang Zhu, Zhanya Xu, 2019, Ecotoxicology and environmental safety.

Using distributed root soil moisture data to enhance the performance of rainfall thresholds for landslide warning

Xiangang Luo, Shuang Zhu, Zhanya Xu, 2022, Natural Hazards.

Quantifying the Contributions of Climate Change and Human Activities to Drought Extremes, Using an Improved Evaluation Framework

Xiangang Luo, Shuang Zhu, Zhanya Xu, 2019, Water Resources Management.

A CPS-Improved Data Estimation Model for Flash Flood Early Warning Sensor Network

Di Wu, Xiangang Luo, Shuang Zhu, 2020 .

The Spread of Multiple Droughts in Different Seasons and Its Dynamic Changes

Zhe Yuan, Xiangang Luo, Shuang Zhu, 2023, Remote. Sens..