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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  
Temporal evolution of aerosols and their extreme events in polluted Asian regions during Terra's 20-year observations 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 263
作者:  Hu, Zhiyuan;  Jin, Qinjian;  Ma, Yuanyuan;  Pu, Bing;  Ji, Zhenming;  Wang, Yonghong;  Dong, Wenjie
收藏  |  浏览/下载:39/0  |  提交时间:2022/04/28
INDIAN-SUMMER MONSOON  UNIFIED SATELLITE CLIMATOLOGY  IMAGING SPECTRORADIOMETER MISR  ENERGY SYSTEM CERES  OPTICAL DEPTH  AIR-POLLUTION  PARTICULATE MATTER  DATA-ASSIMILATION  MIDDLE-EAST  ANTHROPOGENIC EMISSIONS  
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:25/0  |  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  
Terrestrial carbon cycle model-data fusion: Progress and challenges 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2021, 卷号: 64, 期号: 10
作者:  Li, Xin;  Ma, Hanqing;  Ran, Youhua;  Wang, Xufeng;  Zhu, Gaofeng;  Liu, Feng;  He, Honglin;  Zhang, Zhen;  Huang, Chunlin
收藏  |  浏览/下载:38/0  |  提交时间:2022/04/28
DATA-ASSIMILATION SYSTEM  GLOBAL VEGETATION MODELS  LAND-SURFACE MODEL  ECOSYSTEM MODEL  SENSITIVITY-ANALYSIS  LEAF SCALE  UNCERTAINTY  PRODUCTIVITY  PERSPECTIVE  PARAMETERS  
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:40/0  |  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:29/0  |  提交时间:2022/06/21
LAND-SURFACE TEMPERATURE  DATA ASSIMILATION SYSTEM  TIBETAN PLATEAU  MODEL  SIMULATIONS  PARAMETERS  CALIBRATION  RETRIEVALS  VALIDATION  GRASSLANDS  
Development of a daily soil moisture product for the period of 2002-2011 in Mainland China 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2020, 卷号: 63, 期号: 8
作者:  Yang, Kun;  Chen, Yingying;  He, Jie;  Zhao, Long;  Lu, Hui;  Qin, Jun;  Zheng, Donghai;  Li, Xin
收藏  |  浏览/下载:35/0  |  提交时间:2022/06/21
DATA ASSIMILATION SYSTEM  LAND-SURFACE PARAMETERIZATION  AMSR-E  MICROWAVE EMISSION  VEGETATION  MODEL  RETRIEVAL  ROUGHNESS  NETWORK  DATASET  
The impact of optimal selected historical forecasting samples on hybrid ensemble-variational data assimilation 期刊论文
, 2020, 卷号: 242
作者:  Chen Y.;  Guo S.;  Meng D.;  Wang H.;  Xu D.;  Wang Y.;  Wang J.
收藏  |  浏览/下载:20/0  |  提交时间:2020/07/28
Atmospheric humidity  Orthogonal functions  Background-error covariances  Computational costs  Data assimilation  Empirical Orthogonal Function  Hybrid  Numerical weather prediction  Variational data assimilation  Variational data assimilation system  Weather forecasting  climate prediction  cost analysis  data assimilation  empirical orthogonal function analysis  ensemble forecasting  forecasting method  weather forecasting  Citrus maxima  
A radar reflectivity data assimilation method based on background-dependent hydrometeor retrieval: An observing system simulation experiment 期刊论文
, 2020, 卷号: 243
作者:  Chen H.;  Chen Y.;  Gao J.;  Sun T.;  Carlin J.T.
收藏  |  浏览/下载:26/0  |  提交时间:2020/07/28
Clouds  Information retrieval  Radar  Reflection  Search engines  Background information  Numerical weather prediction  Observing system simulation experiments  Precipitation forecast  Radar reflectivities  Temperature and humidities  Traditional approaches  Weather research and forecasting models  Weather forecasting  accuracy assessment  atmospheric convection  data assimilation  hydrometeorology  radar  reflectivity  severe weather  simulation  weather forecasting  
An improvement of convective precipitation nowcasting through lightning data dynamic nudging in a cloud-resolving scale forecasting system 期刊论文
, 2020, 卷号: 242
作者:  Wang H.;  Chen D.;  Yin J.;  Xu D.;  Dai G.;  Chen L.
收藏  |  浏览/下载:34/0  |  提交时间:2020/07/28
Lightning  Radar  Radar measurement  Spatial distribution  Storms  Velocity  Weather forecasting  Assimilation system  Convective precipitation  Equitable threat score  Forecasting system  Lightning location systems  Meso-scale modeling  Precipitation forecast  Radar observations  Precipitation (meteorology)  convective cloud  data assimilation  lightning  nowcasting  precipitation (climatology)  squall line  updraft  China  Guangdong  Hong Kong  Macau  Vitaceae