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| Comparative study of very short-term flood forecasting using physics-based numerical model and data-driven prediction model 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Hussain F.; Wu R.-S.; Wang J.-X.
  收藏 | 浏览/下载：28/0 | 提交时间：2021/09/01
Early warning Flood forecasting HEC-HMS Radar rainfall SVM model WASH123D |
| 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：235/0 | 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 |
| Change point detection of flood events using a functional data framework 期刊论文
, 2020, 卷号: 137
作者: Alaya M.A.B.; Ternynck C.; Dabo-Niang S.; Chebana F.; Ouarda T.B.M.J.
收藏 | 浏览/下载：43/0 | 提交时间：2020/07/28
Data handling Hydrology Information analysis Time series Change point detection Discharge time Functional approach Functional data analysis Functional datas Hydrological regime New approaches Quebec , Canada Floods data processing discharge flood forecasting hydrological regime time series analysis Canada Quebec [Canada] |
| 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：32/0 | 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 |
| Flood forecasting based on an artificial neural network scheme 期刊论文
Natural Hazards, 2020, 卷号: 104, 期号: 2
作者: Dtissibe F.Y.; Ari A.A.A.; Titouna C.; Thiare O.; Gueroui A.M.
收藏 | 浏览/下载：34/0 | 提交时间：2021/09/01
Artificial neural networks Flood forecasting Machine learning Multilayer perceptron |
| Measuring Rising Floodwaters with the USGS 科技资讯
2019
收藏 | 浏览/下载：209/0 | 提交时间：2019/09/11
Chris Laveau featured flood forecasting flood warning long-term datasets news ticker North Dakota NWS real-time data rising water levels South Dakota stream gauges USGS USGS Dakota Water Science Center |
