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Assessment and Prediction of Sea Level and Coastal Wetland Changes in Small Islands Using Remote Sensing and Artificial Intelligence 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 3
收藏  |  浏览/下载：0/0  |  提交时间：2024/06/11
Daily lake level time series spectral analysis using EMD, VMD, EWT, and EFD 期刊论文
JOURNAL OF WATER AND CLIMATE CHANGE, 2024
收藏  |  浏览/下载：0/0  |  提交时间：2024/06/11
Enhanced monthly streamflow prediction using an input-output bi-decomposition data driven model considering meteorological and climate information 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2024
收藏  |  浏览/下载：0/0  |  提交时间：2024/06/11
Enhanced monthly streamflow prediction using an input-output bi-decomposition data driven model considering meteorological and climate information 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2024
作者:  Guo, Qiucen;  Zhao, Xuehua;  Zhao, Yuhang;  Ren, Zhijing;  Wang, Huifang;  Cai, Wenjun
收藏  |  浏览/下载：0/0  |  提交时间：2024/06/11
A Novel Runoff Prediction Model Based on Support Vector Machine and Gate Recurrent unit with Secondary Mode Decomposition 期刊论文
WATER RESOURCES MANAGEMENT, 2024, 卷号: 38, 期号: 5
收藏  |  浏览/下载：0/0  |  提交时间：2024/06/11
Runoff Forecasting using Convolutional Neural Networks and optimized Bi-directional Long Short-term Memory 期刊论文
WATER RESOURCES MANAGEMENT, 2023, 卷号: 37, 期号: 2
作者:  Wu, Junhao;  Wang, Zhaocai;  Hu, Yuan;  Tao, Sen;  Dong, Jinghan
收藏  |  浏览/下载：1/0  |  提交时间：2024/01/31
Prediction of landslide displacement using multi-kernel extreme learning machine and maximum information coefficient based on variational mode decomposition: a case study in Shaanxi, China 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Ling Q.;  Zhang Q.;  Zhang J.;  Kong L.;  Zhang W.;  Zhu L.
收藏  |  浏览/下载：31/0  |  提交时间：2021/09/01
Displacement prediction  Kernel extreme learning machine  Kernel functions  Maximum information coefficient  Variational mode decomposition  
An evaluation of various data pre-processing techniques with machine learning models for water level prediction 期刊论文
Natural Hazards, 2021
作者:  Tiu E.S.K.;  Huang Y.F.;  Ng J.L.;  AlDahoul N.;  Ahmed A.N.;  Elshafie A.
收藏  |  浏览/下载：37/0  |  提交时间：2021/09/01
Artificial neural network  Bagging  Boosting  River water level prediction  Support vector regression  Variational Mode Decomposition  
Deterministic Analysis and Uncertainty Analysis of Ensemble Forecasting Model Based on Variational Mode Decomposition for Estimation of Monthly Groundwater Level 期刊论文
WATER, 2021, 卷号: 13, 期号: 2
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/07
A novel integrated method based on a machine learning model for estimating evapotranspiration in dryland 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 603
作者:  Fu, Tonglin;  Li, Xinrong;  Jia, Rongliang;  Feng, Li
收藏  |  浏览/下载：16/0  |  提交时间：2022/04/28
ARTIFICIAL NEURAL-NETWORK  SUPPORT-VECTOR-MACHINE  DECOMPOSITION  EVAPORATION  ALGORITHM  REGRESSION  EQUATIONS  MARS  SVM  ELM