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| Physics-informed neural networks for multiphysics data assimilation with application to subsurface transport 期刊论文
, 2020, 卷号: 141
作者: He Q.; Barajas-Solano D.; Tartakovsky G.; Tartakovsky A.M.
  收藏 | 浏览/下载：138/0 | 提交时间：2020/07/28
Deep neural networks Hydraulic conductivity Learning systems Porous materials State estimation Accuracy of parameters Computational costs Concentration fields Concentration Measurement Data assimilation Governing equations Parameter and state estimation Subsurface transport Parameter estimation artificial neural network data assimilation hydraulic conductivity hydraulic head porous medium subsurface flow transport process |
| 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 |
| Multivariate data assimilation of GRACE, SMOS, SMAP measurements for improved regional soil moisture and groundwater storage estimates 期刊论文
, 2020, 卷号: 135
作者: Tangdamrongsub N.; Han S.-C.; Yeo I.-Y.; Dong J.; Steele-Dunne S.C.; Willgoose G.; Walker J.P.
收藏 | 浏览/下载：22/0 | 提交时间：2020/07/28
Cables Catchments Climate models Digital storage Groundwater Groundwater resources Remote sensing Soil moisture Surface measurement Water conservation EnKS GRACE Multivariate data SMAP SMOS Soil surveys data assimilation GRACE groundwater multivariate analysis SMOS soil moisture water level water storage Australia Goulburn Basin Victoria [Australia] |
| Effects of a priori profile shape assumptions on comparisons between satellite NO2 columns and model simulations 期刊论文
, 2020, 卷号: 20, 期号: 12
作者: Martin R.V.; Martin R.V.; Henze D.K.; Jones D.B.A.
收藏 | 浏览/下载：23/0 | 提交时间：2020/07/28
air mass comparative study computer simulation data assimilation nitrogen dioxide numerical model satellite imagery trace gas |
| Unravelling the sources of carbon emissions at the onset of Oceanic Anoxic Event (OAE) 1a 期刊论文
Earth and Planetary Science Letters, 2020, 卷号: 530
作者: Adloff M.; Greene S.E.; Parkinson I.J.; Naafs B.D.A.; Preston W.; Ridgwell A.; Lunt D.J.; Castro Jiménez J.M.; Monteiro F.M.
收藏 | 浏览/下载：34/0 | 提交时间：2021/09/01
Aptian carbon source data assimilation osmium isotopes volcanism |
| A high-resolution Asia-Pacific regional coupled prediction system with dynamically downscaling coupled data assimilation 期刊论文
Science Bulletin, 2020, 卷号: 65, 期号: 21
作者: Li M.; Zhang S.; Wu L.; Lin X.; Chang P.; Danabasoglu G.; Wei Z.; Yu X.; Hu H.; Ma X.; Ma W.; Jia D.; Liu X.; Zhao H.; Mao K.; Ma Y.; Jiang Y.; Wang X.; Liu G.; Chen Y.
收藏 | 浏览/下载：24/0 | 提交时间：2021/09/01
Dynamically downscaling coupled data assimilation Extended-range predictability High-resolution coupled models Improved weather and typhoon forecasting |
| Forecasting PM10 and PM2.5 in the Aburrá Valley (Medellín, Colombia) via EnKF based data assimilation 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 232
作者: Lopez-Restrepo S.; Yarce A.; Pinel N.; Quintero O.L.; Segers A.; Heemink A.W.
收藏 | 浏览/下载：110/0 | 提交时间：2022/01/18
Air quality modelling Chemical transport model Data assimilation Ensemble kalman filter Particulate matter |
| Aerosol data assimilation using data from Fengyun-4A, a next-generation geostationary meteorological satellite 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 237
作者: Xia X.; Min J.; Shen F.; Wang Y.; Xu D.; Yang C.; Zhang P.
收藏 | 浏览/下载：24/0 | 提交时间：2022/01/18
Aerosol optical depth Data assimilation Dust storm Fengyun-4 satellite |
| Last-decade progress in understanding and modeling the land surface processes on the Tibetan Plateau 期刊论文
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2020, 卷号: 24, 期号: 12
作者: Lu, Hui; Zheng, Donghai; Yang, Kun; Yang, Fan
收藏 | 浏览/下载：31/0 | 提交时间：2022/06/21
DATA ASSIMILATION SYSTEM OROGRAPHIC FORM DRAG HEIHE RIVER-BASIN SOIL-MOISTURE EARTH SYSTEM WATER-BUDGET FORCING DATA HEAT FLUXES SIMULATIONS PRECIPITATION |
| Method development for estimating soil organic carbon content in an alpine region using soil moisture data 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2020, 卷号: 63, 期号: 4
作者: Luo, Qi; Yang, Kun; Chen, Yingying; Zhou, Xu
收藏 | 浏览/下载：23/0 | 提交时间：2022/06/21
LAND-SURFACE TEMPERATURE DATA ASSIMILATION SYSTEM TIBETAN PLATEAU MODEL SIMULATIONS PARAMETERS CALIBRATION RETRIEVALS VALIDATION GRASSLANDS |
