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| Improvement of PM2.5 forecast over China by the joint adjustment of initial conditions and emissions with the NLS-4DVar method 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 271
作者: Zhang, Shan; Tian, Xiangjun; Han, Xiao; Zhang, Meigen; Zhang, Hongqin; Mao, Huiqin
  收藏 | 浏览/下载：40/0 | 提交时间：2022/06/21
VARIATIONAL DATA ASSIMILATION ENSEMBLE KALMAN FILTER QUALITY MODELING CMAQ AEROSOL EMISSIONS WEATHER RESEARCH SYSTEM PM10 IMPROVEMENT INVENTORY OZONE |
| 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：31/0 | 提交时间：2021/09/01
Atmosphere–ocean modeling Atmospheric model parameterizations Ensemble forecasting Meteotsunamis prediction |
| Probabilistic merging and verification of monthly gridded aerosol products 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 247
作者: Yang D.; Gueymard C.A.
收藏 | 浏览/下载：16/0 | 提交时间：2022/01/18
Aerosol optical depth Ensemble modeling Merging Optimal probabilistic fusion Remote sensing Verification |
| 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：41/0 | 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 |
| 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：22/0 | 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：19/0 | 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：34/0 | 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：30/0 | 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：32/0 | 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 |
| Hybridized neural fuzzy ensembles for dust source modeling and prediction 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 224
作者: Rahmati O.; Panahi M.; Ghiasi S.S.; Deo R.C.; Tiefenbacher J.P.; Pradhan B.; Jahani A.; Goshtasb H.; Kornejady A.; Shahabi H.; Shirzadi A.; Khosravi H.; Moghaddam D.D.; Mohtashamian M.; Tien Bui D.
收藏 | 浏览/下载：31/0 | 提交时间：2022/01/18
Dust Ensemble Environmental modeling Iran Neural fuzzy |
