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| Risk analysis of tripping accidents of power grid caused by typical natural hazards based on FTA-BN model 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 3
作者: Bian H.; Zhang J.; Li R.; Zhao H.; Wang X.; Bai Y.
  收藏 | 浏览/下载：54/0 | 提交时间：2021/09/01
Bayesian network Fault tree analysis Natural hazards Power grid Risk analysis Tripping accident |
| Bayesian network reasoning and machine learning with multiple data features: air pollution risk monitoring and early warning 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 3
作者: Xie X.; Zuo J.; Xie B.; Dooling T.A.; Mohanarajah S.
收藏 | 浏览/下载：39/0 | 提交时间：2021/09/01
Air pollution risk AQI prediction Bayesian network Machine learning Statistical analysis |
| A comprehensive review of Bayesian statistics in natural hazards engineering 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Zheng Y.; Xie Y.; Long X.
收藏 | 浏览/下载：58/0 | 提交时间：2021/09/01
Bayesian model updating Bayesian network Bayesian neural network Hazard analysis Natural hazards Risk assessment |
| The global value of coastal wetlands for storm protection 期刊论文
Global Environmental Change, 2021, 卷号: 70
作者: Costanza R.; Anderson S.J.; Sutton P.; Mulder K.; Mulder O.; Kubiszewski I.; Wang X.; Liu X.; Pérez-Maqueo O.; Luisa Martinez M.; Jarvis D.; Dee G.
收藏 | 浏览/下载：47/0 | 提交时间：2021/09/01
Avoided damages Avoided deaths Bayesian analysis Coastal wetlands Economic valuation Storm protection |
| Stream-scale flow experiment reveals large influence of understory growth on vegetation roughness 期刊论文
, 2020, 卷号: 143
作者: Berends K.D.; Ji U.; Penning W.E.E.; Warmink J.J.; Kang J.; Hulscher S.J.M.H.
收藏 | 浏览/下载：40/0 | 提交时间：2020/07/28
Bayesian networks Decision making Flow velocity Friction Inference engines 2D hydrodynamic models Artificial vegetation Bayesian inference Friction coefficients Full-scale experiment Herbaceous vegetation Vegetation density Vegetation sampling Vegetation Bayesian analysis experiment flow modeling flow velocity friction growth herb roughness streamflow understory Salix |
| Bayesian inversion of hierarchical geostatistical models using a parallel-tempering sequential Gibbs MCMC 期刊论文
, 2020, 卷号: 141
作者: Reuschen S.; Xu T.; Nowak W.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Markov chains Monte Carlo methods Tempering Conditional probabilities Ensemble Kalman Filter Gaussian assumption Geostatistical inversion Geostatistical models Markov chain Monte Carlo method Multiple-point geostatistics Parallel tempering Gaussian distribution Bayesian analysis Gaussian method geostatistics Kalman filter Markov chain Monte Carlo analysis steady-state equilibrium |
| Comparing global hydrological models and combining them with GRACE by dynamic model data averaging (DMDA) 期刊论文
, 2020, 卷号: 138
作者: Mehrnegar N.; Jones O.; Singer M.B.; Schumacher M.; Bates P.; Forootan E.
收藏 | 浏览/下载：37/0 | 提交时间：2020/07/28
Aneroid altimeters Atmospheric pressure Bayesian networks Climatology Digital storage Dynamic models Geodetic satellites Groundwater Kalman filters Rivers Soil moisture Uncertainty analysis Watersheds Bayesian model averaging GRACE Hydrological models Model data Satellite altimetry Terrestrial water storage Climate models Bayesian analysis El Nino-Southern Oscillation GRACE hydrological modeling Kalman filter numerical model satellite data satellite imagery water storage Nile Basin Hepatitis B virus |
| Reconciling the water balance of large lake systems 期刊论文
, 2020, 卷号: 137
作者: Gronewold A.D.; Smith J.P.; Read L.K.; Crooks J.L.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Bayesian networks Climate models Digital storage Hydrology Inference engines Iterative methods Legacy systems Statistical methods Uncertainty analysis Bayesian inference Hydrologic cycles Large lakes Statistical modeling Water balance Lakes Bayesian analysis error correction hydrological cycle hydrological modeling lake uncertainty analysis water budget Great Lakes [North America] |
| Post-large earthquake seismic activities mediated by aseismic deformation processes 期刊论文
Earth and Planetary Science Letters, 2020, 卷号: 530
作者: Gualandi A.; Liu Z.; Rollins C.
收藏 | 浏览/下载：36/0 | 提交时间：2021/09/01
aftershocks afterslip geodetic time series analysis seismic clustering variational Bayesian independent component analysis viscoelastic relaxation |
| 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：24/0 | 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 |
