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| Investigating the application of artificial intelligence for earthquake prediction in Terengganu 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Marhain S.; Ahmed A.N.; Murti M.A.; Kumar P.; El-Shafie A.
  收藏 | 浏览/下载：70/0 | 提交时间：2021/09/01
Artificial intelligence Boosted decision tree regression Earthquake prediction Machine learning algorithm Multivariate adaptive regression spline Pearson correlation coefficient Random forest Support vector machine Uncertainty analysis |
| Research on displacement prediction of step-type landslide under the influence of various environmental factors based on intelligent WCA-ELM in the Three Gorges Reservoir area 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 2
作者: Zhang Y.-G.; Chen X.-Q.; Liao R.-P.; Wan J.-L.; He Z.-Y.; Zhao Z.-X.; Zhang Y.; Su Z.-Y.
收藏 | 浏览/下载：45/0 | 提交时间：2021/09/01
Displacement prediction Extreme learning machine Intelligent water cycle algorithm Step-type landslide The Three Gorges Reservoir area |
| A search method for probabilistic critical slip surfaces with arbitrary shapes and its application in slope reliability analysis 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 2
作者: Liu Y.; Ren W.; Liu C.; Fu G.; Xu W.; Cai S.
收藏 | 浏览/下载：24/0 | 提交时间：2021/09/01
Monte Carlo simulation Online sequential extreme learning machine Sequential quadratic programming algorithm Slip surface search algorithm Slope reliability analysis |
| A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations 期刊论文
, 2020, 卷号: 143
作者: Jing W.; Di L.; Zhao X.; Yao L.; Xia X.; Liu Y.; Yang J.; Li Y.; Zhou C.
收藏 | 浏览/下载：50/0 | 提交时间：2020/07/28
Decision trees Digital storage Evapotranspiration Geodetic satellites Groundwater Learning systems Soil moisture Surface measurement Water conservation Water supply Data-driven approach Ensemble learning algorithm Gravity recovery and climate experiment satellites Groundwater storage Land surface modeling Machine learning models Terrestrial water storage Variable importances Learning algorithms |
| Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者: Liu Y.; Jing W.; Wang Q.; Xia X.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Decision trees Land surface temperature Learning systems Nearest neighbor search Neural networks Object oriented programming Soil moisture Support vector machines Support vector regression Surveying Topography Vegetation Classification and regression tree Correlation coefficient Digital elevation model Geographic coordinates High spatial resolution K nearest neighbor (KNN) Machine learning techniques Normalized difference vegetation index Learning algorithms algorithm comparative study correlation data set digital elevation model downscaling machine learning NDVI soil moisture spatial analysis surface temperature Australia China North America Qinghai-Xizang Plateau Spain |
| Deep reinforcement learning for the real time control of stormwater systems 期刊论文
, 2020, 卷号: 140
作者: Mullapudi A.; Lewis M.J.; Gruden C.L.; Kerkez B.
收藏 | 浏览/下载：35/0 | 提交时间：2020/07/28
Controllers Deep neural networks Learning systems Real time control Reinforcement learning Storms Water levels Autonomous control Computational resources Control performance Open source implementation Performance enhancements Stormwater systems Uncontrolled systems Urban stormwater systems Deep learning algorithm machine learning real time stormwater |
| Prediction of droughts over Pakistan using machine learning algorithms 期刊论文
, 2020, 卷号: 139
作者: Khan N.; Sachindra D.A.; Shahid S.; Ahmed K.; Shiru M.S.; Nawaz N.
收藏 | 浏览/下载：43/0 | 提交时间：2020/07/28
Atmospheric humidity Climate change Drought Forecasting Learning algorithms Nearest neighbor search Neural networks Support vector machines Wind Atmospheric research K nearest neighbours (k-NN) K-nearest neighbours National centres for environmental predictions Pakistan Recursive feature elimination Temporal and spatial Vulnerable communities Learning systems algorithm artificial neural network climate prediction drought machine learning numerical model precipitation (climatology) Arabian Sea Caspian Sea Indian Ocean Pakistan |
| Identifying groundwater contaminant sources based on a KELM surrogate model together with four heuristic optimization algorithms 期刊论文
, 2020, 卷号: 138
作者: Zhao Y.; Qu R.; Xing Z.; Lu W.
收藏 | 浏览/下载：30/0 | 提交时间：2020/07/28
Contamination Efficiency Genetic algorithms Groundwater Groundwater pollution Heuristic algorithms Knowledge acquisition Learning algorithms Machine learning Modular robots Particle swarm optimization (PSO) Quantum computers Contaminant concentrations Contaminant sources Extreme learning machine Groundwater contaminants Heuristic optimization algorithms Heuristic search algorithms Source characteristics Traditional genetic algorithms Computational efficiency accuracy assessment genetic algorithm groundwater pollution identification method machine learning optimization reliability analysis surrogate method |
| 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：34/0 | 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 |
| A Bayesian network model for prediction and analysis of possible forest fire causes 期刊论文
, 2020, 卷号: 457
作者: Sevinc V.; Kucuk O.; Goltas M.
收藏 | 浏览/下载：25/0 | 提交时间：2020/07/28
Deforestation Fire hazards Fires Forecasting Learning algorithms Roads and streets Sensitivity analysis Timber Wind Agricultural land Bayesian network models Different sizes Forest fires Interactive relation Lightning strikes Prediction and analysis Structural learning Bayesian networks algorithm Bayesian analysis biomass burning forest fire machine learning numerical model prediction sensitivity analysis Area Deforestation Distance Forecasts Forest Fires Temperature Wind Mugla Turkey |
