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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：47/0  |  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：43/0  |  提交时间：2022/06/21
LAND DATA ASSIMILATION  PARAMETER-ESTIMATION  SURFACE MODEL  SMOS  SMAP  RETRIEVAL  PROFILE  STATE  
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：26/0  |  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：33/0  |  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  
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：24/0  |  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：19/0  |  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  
Characterizing the features of precipitation for the Tibetan Plateau among four gridded datasets: Detection accuracy and spatio-temporal variabilities 期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 264
作者:  Yuan, Xu;  Yang, Kun;  Lu, Hui;  He, Jie;  Sun, Jing;  Wang, Yan
收藏  |  浏览/下载：20/0  |  提交时间：2022/06/21
DATA ASSIMILATION  CLIMATE-CHANGE  TRMM  PRODUCTS  REANALYSIS  ASIA  
A nonlinear least squares four-dimensional variational data assimilation system for PM2.5 forecasts (NASM): Description and preliminary evaluation 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 4
作者:  Zhang, Shan;  Tian, Xiangjun;  Zhang, Hongqin;  Han, Xiao;  Zhang, Meigen
收藏  |  浏览/下载：19/0  |  提交时间：2022/06/21
ENSEMBLE DATA ASSIMILATION  WEATHER RESEARCH  KALMAN FILTER  MODEL  CMAQ  IMPLEMENTATION  CHEMISTRY  OZONE  CHINA  SIMULATION  
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