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Dr Beena Balan Sarojini

Post-doctoral Researcher

Research theme

  • Climate physics

Sub department

  • Atmospheric, Oceanic and Planetary Physics

Research groups

  • Predictability of weather and climate
beena.balansarojini@physics.ox.ac.uk
Robert Hooke Building, room S40
  • About
  • Publications

Impact of ocean in-situ observations on ECMWF sub-seasonal forecasts

Frontiers in Marine Science Frontiers Media 11 (2024) 1396491

Authors:

Beena Balan-Sarojini, Magdalena Alonso Balmaseda, Frédéric Vitart, Christopher David Roberts, Hao Zuo, Steffen Tietsche, Michael Mayer

Abstract:

We assess for the first time the impact of in-situ ocean observations on European Centre for Medium-Range Weather Forecasts (ECMWF) sub-seasonal forecasts of both ocean and atmospheric conditions. A series of coupled reforecasts have been conducted for the period 1993-2015, in which different sets of ocean observations were withdrawn in the production of the ocean initial conditions. Removal of all ocean in-situ observations in the initial conditions leads to significant degradation in the forecasts of ocean surface and subsurface mean state at lead times from week 1 to week 4. The negative impact is predominantly caused by the removal of the Argo observing system in recent decades. Changes in the mean state of atmospheric variables are comparatively small but significant in the forecasts of lower and upper atmospheric circulation over large regions. Our results highlight the value of continuous, real-time in-situ observations of the surface and subsurface ocean for coupled forecasts in the sub-seasonal range.
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The role of in situ ocean data assimilation in ECMWF subseasonal forecasts of sea‐surface temperature and mixed‐layer depth over the tropical Pacific ocean

Quarterly Journal of the Royal Meteorological Society Wiley 149:757 (2023) 3513-3524

Authors:

Ho‐Hsuan Wei, Aneesh C Subramanian, Kristopher B Karnauskas, Danni Du, Magdalena A Balmaseda, Beena B Sarojini, Frederic Vitart, Charlotte A DeMott, Matthew R Mazloff
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Observed tropical cyclone-driven cold wakes in the context of rapid warming of the Arabian Sea

Journal of Operational Oceanography Taylor & Francis 16:3 (2023) 236-251

Authors:

RS Akhila, J Kuttippurath, B Balan Sarojini, A Chakraborty, R Rahul
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Preliminary evaluation of the ECMWF 6th generation ocean and sea-ice reanalysis system (ORAS6)

Copernicus Publications (2023)

Authors:

Eric de Boisseson, Hao Zuo, Philip Browne, Marcin Chrust, Magdalena Balmaseda, Patricia de Rosnay, Beena Balan Sarojini
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Assessing the Impact of Ocean In Situ Observations on MJO Propagation Across the Maritime Continent in ECMWF Subseasonal Forecasts

Journal of Advances in Modeling Earth Systems American Geophysical Union (AGU) 15:2 (2023)

Authors:

Danni Du, Aneesh C Subramanian, Weiqing Han, Ho‐Hsuan Wei, Beena Balan Sarojini, Magdalena Balmaseda, Frederic Vitart
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