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Evaluation of deep learning algorithm for inflow forecasting: a case study of Durian Tunggal Reservoir, Peninsular Malaysia 期刊论文
Natural Hazards, 2021
作者:  Latif S.D.;  Ahmed A.N.;  Sathiamurthy E.;  Huang Y.F.;  El-Shafie A.
收藏  |  浏览/下载：34/0  |  提交时间：2021/09/01
Artificial neural network (ANN)  Inflow prediction model  Long short-term memory (LSTM)  Malaysia  Support vector machine (SVM)  Water resources management  
A deep learning forecasting method for frost heave deformation of high-speed railway subgrade 期刊论文
COLD REGIONS SCIENCE AND TECHNOLOGY, 2021, 卷号: 185
作者:  Chen, Jing;  Li, Anyuan;  Bao, Chunyan;  Dai, Yanhua;  Liu, Minghao;  Lin, Zhanju;  Niu, Fujun;  Zhou, Tianxiang
收藏  |  浏览/下载：25/0  |  提交时间：2022/04/28
MEMORY NEURAL-NETWORK  DISPLACEMENT PREDICTION  GROUND TEMPERATURES  SOIL-MOISTURE  TERM  EMBANKMENT  
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：226/0  |  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  
Monitoring inland water quality using remote sensing: potential and limitations of spectral indices, bio-optical simulations, machine learning, and cloud computing 期刊论文
Earth Science Reviews, 2020, 卷号: 205
作者:  Sagan V.;  Peterson K.T.;  Maimaitijiang M.;  Sidike P.;  Sloan J.;  Greeling B.A.;  Maalouf S.;  Adams C.
收藏  |  浏览/下载：29/0  |  提交时间：2021/09/01
Cloud computing  Deep learning  Long short-term memory neural network  Remote sensing.  Water quality