Ensemble Forecast Sensitivity to Observations Impact (EFSOI) applied to a regional data assimilation system over south-eastern South America
G Casaretto, ME Dillon, YG Skabar, JJ Ruiz… - Atmospheric …, 2023 - Elsevier
Observations that are assimilated into numerical weather prediction systems are conformed
by numerous data sets and their impact should be objectively evaluated. This can be …
by numerous data sets and their impact should be objectively evaluated. This can be …
Exploring Ensemble Forecast Sensitivity to Observations for a Convective-Scale Data Assimilation System over the Dallas–Fort Worth Testbed
NA Gasperoni, X Wang, KA Brewster… - Monthly Weather …, 2024 - journals.ametsoc.org
Forecast sensitivity to observation (FSO) methods have become increasingly popular over
the past two decades, providing the ability to quantify the impacts of various observing …
the past two decades, providing the ability to quantify the impacts of various observing …
Estimation of AMSU-A radiance observation impacts in an LETKF-based atmospheric global data assimilation system: Comparison with EFSO and observing system …
This work assesses the contribution of assimilating AMSU-A satellite-based radiance
measurements to a global data assimilation system based on an atmospheric general …
measurements to a global data assimilation system based on an atmospheric general …
Machine learning enables real‐time proactive quality control: A proof‐of‐concept study
T Honda, A Yamazaki - Geophysical Research Letters, 2024 - Wiley Online Library
To improve the forecast accuracy of numerical weather prediction, it is essential to obtain
better initial conditions by combining simulations and available observations via data …
better initial conditions by combining simulations and available observations via data …
Estimating Ocean Observation Impacts on Coupled Atmosphere‐Ocean Models Using Ensemble Forecast Sensitivity to Observation (EFSO)
Abstract Ensemble Forecast Sensitivity to Observation (EFSO) is a technique that can
efficiently identify the beneficial/detrimental impacts of every observation in ensemble …
efficiently identify the beneficial/detrimental impacts of every observation in ensemble …
Assimilating atmospheric infrasound data to constrain atmospheric winds in a two‐dimensional grid
J Amezcua, Z Barton - Quarterly Journal of the Royal …, 2021 - Wiley Online Library
Infrasound waves travelling through atmospheric channels are affected by the conditions
they encounter along their path. The shift in the back azimuth angle of a wavefront detected …
they encounter along their path. The shift in the back azimuth angle of a wavefront detected …
Forecast Sensitivity-based Observation Impact (FSOI) in an analysis–forecast system of the California Current Circulation
Abstract Forecast Sensitivity-based Observation Impacts (FSOI) in an analysis–forecast
system of the California Current System (CCS) are quantified using an adjoint-based …
system of the California Current System (CCS) are quantified using an adjoint-based …
Assimilation of satellite and other data for the forecasting of tropical cyclones over NIO
Tropical Cyclones that occur over the North Indian Ocean (NIO) are warm cored, highly
devastating and short-lived compared to other oceanic basins. Numerical prediction of these …
devastating and short-lived compared to other oceanic basins. Numerical prediction of these …
On methods for assessment of the influence and impact of observations in convection-permitting numerical weather prediction
In numerical weather prediction (NWP), a large number of observations are used to create
initial conditions for weather forecasting through a process known as data assimilation. An …
initial conditions for weather forecasting through a process known as data assimilation. An …
Exploring the Observation Impacts and Enhancing the Predictability for Ensemble-Based Coupled Data Assimilation
CC Chang - 2023 - search.proquest.com
Exploring the Observation Impacts and Enhancing the Predictability for Ensemble-Based
Coupled Data Assimilation Page 1 ABSTRACT Title of Dissertation: EXPLORING THE …
Coupled Data Assimilation Page 1 ABSTRACT Title of Dissertation: EXPLORING THE …