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| 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：21/0 | 提交时间：2021/09/01
OP-ELM Rainfall prediction Sustainable development Time-series modeling |
| Combining statistical machine learning models with ARIMA for water level forecasting: The case of the Red river 期刊论文
, 2020, 卷号: 142
作者: Phan T.-T.-H.; Nguyen X.H.
收藏 | 浏览/下载：22/0 | 提交时间：2020/07/28
Autoregressive moving average model Cost effectiveness Disaster prevention Forecasting Learning algorithms Water levels Water resources Auto-regressive integrated moving average Computational time Cost-effective solutions Linear and nonlinear models Physically based models Statistical machine learning Time series forecasting Water level forecasting Machine learning data set flood forecasting forecasting method hydrological modeling machine learning numerical model performance assessment river water water level Hanoi Red River [Asia] Viet Nam |
| 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：215/0 | 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 |
| The response of crop water productivity to climatic variation in the upper-middle reaches of the Heihe River basin, Northwest China 期刊论文
JOURNAL OF HYDROLOGY, 2018, 卷号: 563
作者: Niu, Jun; Liu, Qi; Kang, Shaozhong; Zhang, Xiaotao
收藏 | 浏览/下载：189/0 | 提交时间：2022/06/21
MODELING WHEAT YIELD IRRIGATION DISTRICT HYDROLOGICAL MODEL WAVELET TRANSFORM TIME-SERIES SWAT MODEL RESOURCES EVAPOTRANSPIRATION PARAMETERS MANAGEMENT |
