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| Gaussian Markov random fields improve ensemble predictions of daily 1 km PM2.5 and PM10 across France 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 264
作者: Hough I.; Sarafian R.; Shtein A.; Zhou B.; Lepeule J.; Kloog I.
  收藏 | 浏览/下载：243/0 | 提交时间：2022/01/18
Aerosol optical depth Ensemble model Epidemiology Exposure assessment Particulate matter |
| An ensemble assessment of the effectiveness of vehicular emission control programs for air quality improvement in Hong Kong 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 262
作者: Li Y.; Xu H.X.; Tang K.Y.; Lau A.K.H.; Fung J.C.H.; Zhang X.G.
收藏 | 浏览/下载：218/0 | 提交时间：2022/01/18
CMAQ Diesel vehicles Ensemble assessment Wind pollution decomposition |
| 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：29/0 | 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 |
| 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：39/0 | 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 |
| Evaluation of global climate models for precipitation projection in sub-Himalaya region of Pakistan 期刊论文
, 2020, 卷号: 245
作者: Iqbal Z.; Shahid S.; Ahmed K.; Ismail T.; Khan N.; Virk Z.T.; Johar W.
收藏 | 浏览/下载：34/0 | 提交时间：2020/07/28
Climate change Earth (planet) Regression analysis Support vector machines Water resources Annual precipitation Climate change projections Global climate model Multi-model ensemble Similarity assessment Spatio-temporal changes Support vector machine recursive feature eliminations Water resources management Climate models algorithm annual variation climate modeling ensemble forecasting precipitation assessment precipitation intensity spatiotemporal analysis support vector machine Pakistan |
| A novel approach for selecting extreme climate change scenarios for climate change impact studies 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 678, 页码: 476-485
作者: Farjad, B.; Gupta, A.; Sartipizadeh, H.; Cannon, A. J.
收藏 | 浏览/下载：26/0 | 提交时间：2019/10/08
GCM ensemble Impact of climate change Selection of representative climate models Downscaling Risk assessment Uncertainty |
| Finding plausible and diverse variants of a climate model. Part II: development and validation of methodology 期刊论文
CLIMATE DYNAMICS, 2019, 卷号: 53, 期号: 1-2, 页码: 847-877
作者: Karmalkar, Ambarish V.; Sexton, David M. H.; Murphy, James M.; Booth, Ben B. B.; Rostron, John W.; McNeall, Doug J.
收藏 | 浏览/下载：39/0 | 提交时间：2019/10/08
Uncertainty Perturbed parameter ensemble Seamless assessment Statistical emulation Filtering parameter space Plausible model variants |
