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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 S.;  Tian X.;  Han X.;  Zhang M.;  Zhang H.;  Mao H.
收藏  |  浏览/下载：42/0  |  提交时间：2022/01/18
Air quality forecast  Data assimilation  NLS-4DVar method  WRF-CMAQ model  
Bias correction of satellite soil moisture through data assimilation 期刊论文
JOURNAL OF HYDROLOGY, 2022, 卷号: 610
作者:  Qin, Jun;  Tian, Jiaxin;  Yang, Kun;  Lu, Hui;  Li, Xin;  Yao, Ling;  Shi, Jiancheng
收藏  |  浏览/下载：40/0  |  提交时间：2022/06/21
LAND DATA ASSIMILATION  PARAMETER-ESTIMATION  SURFACE MODEL  SMOS  SMAP  RETRIEVAL  PROFILE  STATE  
Temporal variation of bacterial community and nutrients in Tibetan glacier snowpack 期刊论文
CRYOSPHERE, 2022, 卷号: 16, 期号: 4
作者:  Chen, Yuying;  Liu, Keshao;  Liu, Yongqin;  Vick-Majors, Trista J.;  Wang, Feng;  Ji, Mukan
收藏  |  浏览/下载：37/0  |  提交时间：2022/06/21
INORGANIC NITROGEN  ORGANIC-CARBON  SURFACE  MICROORGANISMS  DIVERSITY  LINKAGES  DYNAMICS  BIOMASS  EXPORT  
A novel strategy to assimilate category variables in land-use models based on Dirichlet distribution 期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2022, 卷号: 149
作者:  Hu, Xiaoli;  Liu, Feng;  Qi, Yuan;  Zhang, Jinlong;  Li, Xin
收藏  |  浏览/下载：21/0  |  提交时间：2022/06/21
CELLULAR-AUTOMATA  URBAN-GROWTH  COVER CHANGE  INTEGRATION  SYSTEM  UNCERTAINTIES  CALIBRATION  DYNAMICS  MAPS  
Improving surface soil moisture retrievals through a novel assimilation algorithm to estimate both model and observation errors 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 269
作者:  Tian, Jiaxin;  Qin, Jun;  Yang, Kun;  Zhao, Long;  Chen, Yingying;  Lu, Hui;  Li, Xin;  Shi, Jiancheng
收藏  |  浏览/下载：35/0  |  提交时间：2022/06/21
ENSEMBLE KALMAN FILTER  SYSTEM  COVARIANCES  PARAMETERS  SATELLITE  PRODUCTS  STATE  SMOS  SMAP  
Potential of Mapping Global Soil Texture Type From SMAP Soil Moisture Product: A Pilot Study 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Zhao, Long;  Yang, Kun;  He, Jie;  Zheng, Hui;  Zheng, Donghai
收藏  |  浏览/下载：24/0  |  提交时间：2022/06/21
LAND DATA ASSIMILATION  NOAH MODEL PHYSICS  SURFACE MODEL  PEDOTRANSFER FUNCTIONS  SMOS  AUGMENTATIONS  CALIBRATION  RETRIEVALS  CAPACITIES  NETWORKS  

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：26/0  |  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  
An Efficient Algorithm for Retrieving CO2 in the Atmosphere From Hyperspectral Measurements of Satellites: Application of NLS-4DVar Data Assimilation Method 期刊论文
FRONTIERS IN EARTH SCIENCE, 2021, 卷号: 9
作者:  Jin, Zhe;  Tian, Xiangjun;  Duan, Minzheng;  Han, Rui
收藏  |  浏览/下载：19/0  |  提交时间：2022/06/21
ORBITING CARBON OBSERVATORY-2  DIOXIDE  SCIAMACHY  CH4  PERFORMANCE  VALIDATION  AEROSOL  CIRRUS  MODEL  DOAS  
Evaluating the Forecast Impact of Assimilating ATOVS Radiance With the Regional System of Multigrid NLS-4DVar Data Assimilation for Numerical Weather Prediction (SNAP) 期刊论文
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2021, 卷号: 13, 期号: 7
作者:  Zhang, Hongqin;  Tian, Xiangjun
收藏  |  浏览/下载：19/0  |  提交时间：2022/06/21
VARIATIONAL DATA ASSIMILATION  ENSEMBLE KALMAN FILTER  DIRECT 4D-VAR ASSIMILATION  CLOUD-CLEARED RADIANCES  SKY INFRARED RADIANCES  PART I  OPERATIONAL IMPLEMENTATION  SATELLITE RADIANCES  MICROWAVE RADIANCES  TROPICAL CYCLONES  
Impact of Prior Terrestrial Carbon Fluxes on Simulations of Atmospheric CO2 Concentrations 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2021, 卷号: 126, 期号: 18
作者:  Fu, Yu;  Liao, Hong;  Tian, Xiangjun;  Gao, Hao;  Jia, Binghao;  Han, Rui
收藏  |  浏览/下载：13/0  |  提交时间：2022/06/21
MODEL INTERCOMPARISON PROJECT  PROGRAM MULTISCALE SYNTHESIS  DATA ASSIMILATION SYSTEM  TRANSPORT MODEL  SATELLITE-OBSERVATIONS  AVIATION EMISSIONS  SINKS  CLIMATE  EXCHANGE  DIOXIDE