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Tools for enhancing the application of self-organizing maps in water resources research and engineering 期刊论文
, 2020, 卷号: 143
作者:  Clark S.;  Sisson S.A.;  Sharma A.
收藏  |  浏览/下载：21/0  |  提交时间：2020/07/28
Application programs  Clustering algorithms  Conformal mapping  Data mining  Heuristic methods  Self organizing maps  Environmental measurements  Exploratory analysis  High dimensional data  Hydrologic applications  Modifying parameters  Parameter selection  Training parameters  Water resource systems  Water resources  
Irrigation water consumption of irrigated cropland and its dominant factor in China from 1982 to 2015 期刊论文
, 2020, 卷号: 143
作者:  Yin L.;  Feng X.;  Fu B.;  Chen Y.;  Wang X.;  Tao F.
收藏  |  浏览/下载：17/0  |  提交时间：2020/07/28
Arid regions  Crops  Evapotranspiration  Irrigation  Mapping  Soil moisture  Climatic variability  Crop management practices  Irrigated cropland  Irrigated crops  Irrigation waters  Long-term irrigations  Potential evapotranspiration  Soil water balance  Water supply  agricultural land  agricultural management  hydrological modeling  irrigation  soil water  water budget  water use  China  
Seeing macro-dispersivity from hydraulic conductivity field with convolutional neural network 期刊论文
, 2020, 卷号: 138
作者:  Zhou Z.;  Shi L.;  Zha Y.
收藏  |  浏览/下载：28/0  |  提交时间：2020/07/28
Convolution  Deep learning  Deep neural networks  Groundwater  Groundwater pollution  Hydraulic conductivity  Learning algorithms  Learning systems  Porous materials  Solute transport  Contaminant transport  Convolutional neural work  Groundwater environment  Heterogeneity  Macrodispersivity  Quantitative relations  Spatial heterogeneity  Trained neural networks  Convolutional neural networks  algorithm  artificial neural network  computer simulation  groundwater  heterogeneity  hydraulic conductivity  machine learning  
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：29/0  |  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