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Prediction of soil moisture using BiGRU-LSTM model with STL decomposition in Qinghai-Tibet Plateau 期刊论文
PEERJ, 2023, 卷号: 11
作者:  Zhao, Lufei;  Luo, Tonglin;  Jiang, Xuchu;  Zhang, Biao
收藏  |  浏览/下载：2/0  |  提交时间：2024/03/01
Soil moisture  Time series prediction  STL decomposition  BiGRU  LSTM  Qinghai-Tibet Plateau  
Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 193
作者:  Zhang, Shenghui;  Wang, Chen;  Liao, Peng;  Xiao, Ling;  Fu, Tonglin
收藏  |  浏览/下载：36/0  |  提交时间：2022/04/28
TIME-SERIES  ARTIFICIAL-INTELLIGENCE  ARMA MODEL  SYSTEM  OPTIMIZATION  PREDICTION  STRATEGY  DENSITY  
Rainfall prediction using optimally pruned extreme learning machines 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Li H.;  He Y.;  Yang H.;  Wei Y.;  Li S.;  Xu J.
收藏  |  浏览/下载：22/0  |  提交时间：2021/09/01
OP-ELM  Rainfall prediction  Sustainable development  Time-series modeling  
A long Short-Term memory cyclic model with mutual information for hydrology forecasting: A Case study in the xixian basin 期刊论文
, 2020, 卷号: 141
作者:  Lv N.;  Liang X.;  Chen C.;  Zhou Y.;  Li J.;  Wei H.;  Wang H.
收藏  |  浏览/下载：218/0  |  提交时间：2020/07/28
Brain  Flood control  Floods  Long short-term memory  Rain  Reservoirs (water)  Time series analysis  Water levels  Accurate prediction  Flood forecasting models  Forecasting modeling  Hydrology prediction  Mutual informations  Performance degradation  Reservoir water level  Time series features  Weather forecasting  artificial neural network  flood forecasting  hydrological modeling  information  rainfall  time series analysis  China  Henan  Xixian  
Quantification of predictive uncertainty in hydrological modelling by harnessing the wisdom of the crowd: A large-sample experiment at monthly timescale 期刊论文
, 2020, 卷号: 136
作者:  Papacharalampous G.;  Tyralis H.;  Koutsoyiannis D.;  Montanari A.
收藏  |  浏览/下载：19/0  |  提交时间：2020/07/28
Catchments  Climate models  Forecasting  Regression analysis  Uncertainty analysis  Ensemble learning  Hydrological modeling  Probabilistic prediction  Quantile averaging  Quantile regression  Uncertainty quantifications  Learning systems  catchment  experimental study  hydrological modeling  prediction  probability  quantitative analysis  regression analysis  time series analysis  timescale  uncertainty analysis  United States