A review of forecast error covariance statistics in atmospheric variational data assimilation. II: Modelling the forecast error covariance statistics
RN Bannister - Quarterly Journal of the Royal Meteorological …, 2008 - Wiley Online Library
This article reviews a range of leading methods to model the background error covariance
matrix (the B‐matrix) in modern variational data assimilation systems. Owing partly to its very …
matrix (the B‐matrix) in modern variational data assimilation systems. Owing partly to its very …
A review of applications of model–data fusion to studies of terrestrial carbon fluxes at different scales
YP Wang, CM Trudinger, IG Enting - Agricultural and forest meteorology, 2009 - Elsevier
Model–data fusion is defined as matching model prediction and observations by varying
model parameters or states using statistical estimation. In this paper, we review the history of …
model parameters or states using statistical estimation. In this paper, we review the history of …
A 6-year-long (2013–2018) high-resolution air quality reanalysis dataset in China based on the assimilation of surface observations from CNEMC
L Kong, X Tang, J Zhu, Z Wang, J Li… - Earth System …, 2021 - essd.copernicus.org
A 6-year-long high-resolution Chinese air quality reanalysis (CAQRA) dataset is presented
in this study obtained from the assimilation of surface observations from the China National …
in this study obtained from the assimilation of surface observations from the China National …
Reconstruction of unsteady viscous flows using data assimilation schemes
This paper investigates the use of various data assimilation (DA) approaches for the
reconstruction of the unsteady flow past a cylinder in the presence of incident coherent …
reconstruction of the unsteady flow past a cylinder in the presence of incident coherent …
Global NOx emission estimates derived from an assimilation of OMI tropospheric NO2 columns
A data assimilation system has been developed to estimate global nitrogen oxides (NO x)
emissions using OMI tropospheric NO 2 columns (DOMINO product) and a global chemical …
emissions using OMI tropospheric NO 2 columns (DOMINO product) and a global chemical …
Simultaneous assimilation of satellite NO2, O3, CO, and HNO3 data for the analysis of tropospheric chemical composition and emissions
We have developed an advanced chemical data assimilation system to combine
observations of chemical compounds from multiple satellites. NO 2, O 3, CO, and HNO 3 …
observations of chemical compounds from multiple satellites. NO 2, O 3, CO, and HNO 3 …
Evaluation of a multi-model, multi-constituent assimilation framework for tropospheric chemical reanalysis
K Miyazaki, KW Bowman, K Yumimoto… - Atmospheric …, 2020 - acp.copernicus.org
We introduce a Multi-mOdel Multi-cOnstituent Chemical data assimilation (MOMO-Chem)
framework that directly accounts for model error in transport and chemistry, and we integrate …
framework that directly accounts for model error in transport and chemistry, and we integrate …
Multi-year objective analyses of warm season ground-level ozone and PM2.5 over North America using real-time observations and Canadian operational air quality …
A Robichaud, R Ménard - Atmospheric chemistry and physics, 2014 - acp.copernicus.org
Multi-year objective analyses (OA) on a high spatiotemporal resolution for the warm season
period (1 May to 31 October) for ground-level ozone and for fine particulate matter (diameter …
period (1 May to 31 October) for ground-level ozone and for fine particulate matter (diameter …
Multiconstituent data assimilation with WRF‐Chem/DART: Potential for adjusting anthropogenic emissions and improving air quality forecasts over eastern China
C Ma, T Wang, AP Mizzi, JL Anderson… - Journal of …, 2019 - Wiley Online Library
Abstract We use the Weather Research and Forecasting Model with the chemistry/Data
Assimilation Research Testbed (WRF‐Chem/DART) chemical weather forecasting/data …
Assimilation Research Testbed (WRF‐Chem/DART) chemical weather forecasting/data …
A tropospheric chemistry reanalysis for the years 2005–2012 based on an assimilation of OMI, MLS, TES, and MOPITT satellite data
We present the results from an 8-year tropospheric chemistry reanalysis for the period 2005–
2012 obtained by assimilating multiple data sets from the OMI, MLS, TES, and MOPITT …
2012 obtained by assimilating multiple data sets from the OMI, MLS, TES, and MOPITT …