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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：26/0  |  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：267/0  |  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  
A physically-based modelling framework for operational forecasting of river ice breakup 期刊论文
, 2020, 卷号: 139
作者:  Rokaya P.;  Morales-Marin L.;  Lindenschmidt K.-E.
收藏  |  浏览/下载：39/0  |  提交时间：2020/07/28
Catchments  Floods  Forecasting  Rivers  Runoff  Water management  Cold regions  Flood risks  Hydroclimatic  Northern Hemispheres  Operational forecasting  Physically based models  Physically-based Modelling  River ice  Ice  catchment  cold region  extreme event  flood  forecasting method  glacial hydrology  ice breakup  Northern Hemisphere  risk assessment  water management  water temperature  Alberta  Athabasca River  Canada  
3-D dam break flow simulations in simplified and complex domains 期刊论文
, 2020, 卷号: 137
作者:  Munoz D.H.;  Constantinescu G.
收藏  |  浏览/下载：44/0  |  提交时间：2020/07/28
Computer simulation  Dams  Flood control  Forecasting  Hydraulics  Navier Stokes equations  Wave propagation  Dam-break experiments  Dam-break flow  Depth-averaged models  Flood mitigation  Flood wave propagation  Manning's coefficients  Mean-flow directions  Reynolds averaged navier-stokes models  Floods  dam failure  flood control  Navier-Stokes equations  three-dimensional modeling  two-dimensional modeling  wave propagation  Iowa  United States  
Future floods using hydroclimatic simulations and peaks over threshold: An alternative to nonstationary analysis inferred from trend tests 期刊论文
, 2020, 卷号: 136
作者:  Ammar M.E.;  Gharib A.;  Islam Z.;  Davies E.G.R.;  Seneka M.;  Faramarzi M.
收藏  |  浏览/下载：44/0  |  提交时间：2020/07/28
Catchments  Climate models  Flood control  Floods  Gas emissions  Greenhouse gases  Pareto principle  Runoff  Alberta  Ensemble simulation  Future flood regimes  Hydroclimatic  Non-stationarities  Peaks over threshold  Climate change  climate change  computer simulation  ensemble forecasting  flood forecasting  future prospect  hydrological modeling  threshold  trend analysis  Alberta  Canada