Recent progress in machine learning (ML) inspires the idea of improving (or learning) earth
system models directly from the observations. Earth sciences already use data assimilation …

Developments in the assimilation of satellite data in numerical weather prediction (NWP),
from the first experiments in the late 1960s to the present day, are presented in a two‐part …

Abstract Fengyun-3E (FY-3E), the world's first early-morning-orbit meteorological satellite for
civil use, was launched successfully at the Jiuquan Satellite Launch Center on 5 July 2021 …

Representation, representativity, representativeness error, forward interpolation error,
forward model error, observation‐operator error, aggregation error and sampling error are …

Data assimilation (DA) methods for convective‐scale numerical weather prediction at
operational centres are surveyed. The operational methods include variational methods (3D …

Review of the Ensemble Kalman Filter for Atmospheric Data Assimilation in: Monthly
Weather Review Volume 144 Issue 12 (2016) Jump to Content Jump to Main Navigation …

Assimilating All-Sky Himawari-8 Satellite Infrared Radiances: A Case of Typhoon Soudelor (2015)
in: Monthly Weather Review Volume 146 Issue 1 (2018) Jump to Content Jump to Main …

Initial design and validation of baseline Observing System Simulation Experiments (OSSEs)
at NASA's Global Modeling and Assimilation Office (GMAO) are described. The OSSEs …

This article examines the first‐guess (FG) departures of microwave imager radiances
assimilated in all‐sky conditions (ie clear, cloudy and precipitating). Agreement between FG …

Until January 2013, data from the high‐resolution sounder IASI were assimilated with a
diagonal observation‐error covariance matrix within the Met Office 4D‐Var assimilation …