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Observing system evaluation based on ocean data assimilation and prediction systems: On-going challenges and a future vision for designing and supporting ocean …
This paper summarizes recent efforts on Observing System Evaluation (OS-Eval) by the
Ocean Data Assimilation and Prediction (ODAP) communities such as GODAE OceanView …
Ocean Data Assimilation and Prediction (ODAP) communities such as GODAE OceanView …
TOPAZ4: an ocean-sea ice data assimilation system for the North Atlantic and Arctic
We present a detailed description of TOPAZ4, the latest version of TOPAZ–a coupled ocean-
sea ice data assimilation system for the North Atlantic Ocean and Arctic. It is the only …
sea ice data assimilation system for the North Atlantic Ocean and Arctic. It is the only …
GEOS‐S2S version 2: The GMAO high‐resolution coupled model and assimilation system for seasonal prediction
Abstract The Global Modeling and Assimilation Office (GMAO) has recently released a new
version of the Goddard Earth Observing System (GEOS) Subseasonal to Seasonal …
version of the Goddard Earth Observing System (GEOS) Subseasonal to Seasonal …
Towards a dynamically balanced eddy-resolving ocean reanalysis: BRAN3
The generation and evolution of eddies in the ocean are largely due to instabilities that are
unpredictable, even on short time-scales. As a result, eddy-resolving ocean reanalyses …
unpredictable, even on short time-scales. As a result, eddy-resolving ocean reanalyses …
Super-resolution data assimilation
Increasing model resolution can improve the performance of a data assimilation system
because it reduces model error, the system can more optimally use high-resolution …
because it reduces model error, the system can more optimally use high-resolution …
[HTML][HTML] Global gridded Argo dataset based on gradient-dependent optimal interpolation
C Zhang, D Wang, Z Liu, S Lu, C Sun, Y Wei… - Journal of Marine …, 2022 - mdpi.com
The international Argo Program was launched at the turn of the millennium. It has since
collected over 2 million vertical profiles of temperature and salinity from the upper 2000 m of …
collected over 2 million vertical profiles of temperature and salinity from the upper 2000 m of …
[HTML][HTML] Evaluation of Chlorophyll-a estimation using Sentinel 3 based on various algorithms in southern coastal Vietnam
This paper aims to assess the potential of Ocean Land Colour Instrument (OLCI) for the
retrieval of chlorophyll-a (chl-a) over southern coastal waters of Vietnam. For that purpose …
retrieval of chlorophyll-a (chl-a) over southern coastal waters of Vietnam. For that purpose …
Machine learning techniques to construct patched analog ensembles for data assimilation
Using generative models from the machine learning literature to create artificial ensemble
members for use within data assimilation schemes has been introduced in Grooms (2021)[1] …
members for use within data assimilation schemes has been introduced in Grooms (2021)[1] …
The GEOS-iODAS: Description and evaluation
G Vernieres, MM Rienecker, R Kovach, CL Keppenne - 2012 - ntrs.nasa.gov
This report documents the GMAO's Goddard Earth Observing System sea ice and ocean
data assimilation systems (GEOS iODAS) and their evolution from the first reanalysis test …
data assimilation systems (GEOS iODAS) and their evolution from the first reanalysis test …
GEOS-5 seasonal forecast system
A Borovikov, R Cullather, R Kovach, J Marshak… - Climate Dynamics, 2019 - Springer
Ensembles of numerical forecasts based on perturbed initial conditions have long been
used to improve estimates of both weather and climate forecasts. The Goddard Earth …
used to improve estimates of both weather and climate forecasts. The Goddard Earth …