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| On the potential of ensemble forecasting for the prediction of meteotsunamis in the Balearic Islands: sensitivity to atmospheric model parameterizations 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 2
作者: Mourre B.; Santana A.; Buils A.; Gautreau L.; Ličer M.; Jansà A.; Casas B.; Amengual B.; Tintoré J.
  收藏 | 浏览/下载：20/0 | 提交时间：2021/09/01
Atmosphere–ocean modeling Atmospheric model parameterizations Ensemble forecasting Meteotsunamis prediction |
| Petrophysical characterization of deep saline aquifers for CO2 storage using ensemble smoother and deep convolutional autoencoder 期刊论文
, 2020, 卷号: 142
作者: Liu M.; Grana D.
收藏 | 浏览/下载：19/0 | 提交时间：2020/07/28
Aquifers Boreholes Carbon capture Carbon dioxide Convolution Digital storage Forecasting Geological surveys Hydrogeology Inverse problems Large dataset Offshore oil well production Petrophysics Porosity Seismology Stochastic systems Carbon dioxide sequestration Deep saline aquifers Ensemble-based method Machine learning methods Monitoring measurements Petro-physical characterizations Petrophysical properties Stochastic approach Learning systems accuracy assessment aquifer carbon dioxide carbon sequestration carbon storage leakage monitoring permeability physical property porosity precision underground storage |
| Indicator-based data assimilation with multiple-point statistics for updating an ensemble of models with non-Gaussian parameter distributions 期刊论文
, 2020, 卷号: 141
作者: Kumar D.; Srinivasan S.
收藏 | 浏览/下载：35/0 | 提交时间：2020/07/28
Channel capacity Gaussian distribution Gaussian noise (electronic) Groundwater Groundwater flow Groundwater pollution Linear transformations Concentration profiles Ensemble based data assimilation Ensemble Kalman Filter Multiple-point statistics Non Gaussian parameters Non-linear transformations Spatial characteristics Subsurface heterogeneity Geologic models algorithm data assimilation ensemble forecasting Gaussian method groundwater flow heterogeneity Kalman filter spatial distribution uncertainty analysis |
| The Traveling Pilot Point method. A novel approach to parameterize the inverse problem for categorical fields 期刊论文
, 2020, 卷号: 138
作者: Khambhammettu P.; Renard P.; Doherty J.
收藏 | 浏览/下载：13/0 | 提交时间：2020/07/28
Aquifers Embedded systems Monte Carlo methods Parameter estimation Stochastic systems Water levels Categorical inversion Multiple-point statistics Null space Sub-space methods Traveling pilot points Inverse problems aquifer ensemble forecasting hydrological modeling inverse analysis Monte Carlo analysis parameter estimation stochasticity |
| Quantification of predictive uncertainty in hydrological modelling by harnessing the wisdom of the crowd: A large-sample experiment at monthly timescale 期刊论文
, 2020, 卷号: 136
作者: Papacharalampous G.; Tyralis H.; Koutsoyiannis D.; Montanari A.
收藏 | 浏览/下载：14/0 | 提交时间：2020/07/28
Catchments Climate models Forecasting Regression analysis Uncertainty analysis Ensemble learning Hydrological modeling Probabilistic prediction Quantile averaging Quantile regression Uncertainty quantifications Learning systems catchment experimental study hydrological modeling prediction probability quantitative analysis regression analysis time series analysis timescale uncertainty analysis United States |
| Quantification of predictive uncertainty in hydrological modelling by harnessing the wisdom of the crowd: Methodology development and investigation using toy models 期刊论文
, 2020, 卷号: 136
作者: Papacharalampous G.; Koutsoyiannis D.; Montanari A.
收藏 | 浏览/下载：20/0 | 提交时间：2020/07/28
Climate models Forecasting Hydrology Regression analysis Uncertainty analysis Ensemble learning Hydrological modeling Probabilistic prediction Quantile averaging Quantile regression Uncertainty quantifications Learning systems ensemble forecasting error analysis hydrological modeling learning model test performance assessment prediction probability quantitative analysis uncertainty analysis |
| Ensemble estimation of future rainfall extremes with temperature dependent censored simulation 期刊论文
, 2020, 卷号: 136
作者: Cross D.; Onof C.; Winter H.
收藏 | 浏览/下载：23/0 | 提交时间：2020/07/28
Climate change Climate models Nearest neighbor search Rain Regression analysis Stochastic systems Climate change impact Extremes K-nearest neighbours Mechanistic stochastic Multivariate regression Parameter estimation climate modeling climate prediction ensemble forecasting numerical model parameter estimation rainfall regression analysis uncertainty analysis weather forecasting Germany United Kingdom |
| 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：18/0 | 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 |
| Air quality and climate change, Topic 3 of the Model Inter-Comparison Study for Asia Phase III (MICS-Asia III) - Part 2: Aerosol radiative effects and aerosol feedbacks 期刊论文
, 2020, 卷号: 20, 期号: 2
作者: Gao M.; Han Z.; Tao Z.; Li J.; Kang; Jeong-Eon; Huang K.; Dong X.; Zhuang B.; Li S.; Ge B.; Wu Q.; Lee; Hyo-Jung; Kim; Cheol-Hee; S Fu J.; Wang T.; Chin M.; Li M.; Woo J.-H.; Zhang Q.; Cheng Y.; Wang Z.; Carmichael G.R.
收藏 | 浏览/下载：45/0 | 提交时间：2020/07/28
aerosol air quality black carbon climate change concentration (composition) ensemble forecasting haze particulate matter radiative transfer Beijing [Beijing (ADS)] Beijing [China] China Hebei Tianjin |
| The impact of optimal selected historical forecasting samples on hybrid ensemble-variational data assimilation 期刊论文
, 2020, 卷号: 242
作者: Chen Y.; Guo S.; Meng D.; Wang H.; Xu D.; Wang Y.; Wang J.
收藏 | 浏览/下载：17/0 | 提交时间：2020/07/28
Atmospheric humidity Orthogonal functions Background-error covariances Computational costs Data assimilation Empirical Orthogonal Function Hybrid Numerical weather prediction Variational data assimilation Variational data assimilation system Weather forecasting climate prediction cost analysis data assimilation empirical orthogonal function analysis ensemble forecasting forecasting method weather forecasting Citrus maxima |
