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Intraseasonal variability of air-sea fluxes over the Bay of Bengal during the Southwest Monsoon

Intraseasonal variability of air-sea fluxes over the Bay of Bengal during the Southwest Monsoon
Intraseasonal variability of air-sea fluxes over the Bay of Bengal during the Southwest Monsoon
In the Bay of Bengal (BoB), surface heat fluxes play a key role in monsoon dynamics and prediction. The accurate representation of large-scale surface fluxes is dependent on the quality of gridded reanalysis products. Meteorological and surface flux variables from five reanalysis products are compared and evaluated against in situ data from the RAMA moored array in the BoB. The reanalysis products: ERA-Interim (ERA-I), TropFlux, MERRA-2, JRA-55 and CFSR are assessed for their characterisation of air-sea fluxes during the southwest monsoon season (JJAS). ERA-I captured radiative fluxes best while TropFlux captured turbulent and net heat fluxes (Qnet ) best, and both products outperformed JRA-55, MERRA-2 and CFSR, showing highest correlations and smallest biases when compared to the in situ data. In all five products, the largest errors were in shortwave radiation (QSW) and latent heat flux (QLH), with non-negligible biases up to ∼75 W m−2. The QSW and QLH are the largest drivers of the observed Qnet variability, thus highlighting the importance of the results from the buoy comparison. There are also spatially coherent differences in the mean basin-wide fields of surface flux variables from the reanalysis products, indicating that the biases at the buoy position are not localized. Biases of this magnitude have severe implications on reanalysis products ability to capture the variability of monsoon processes. Hence, the representation of intraseasonal variability was investigated through the bore summer intraseasonal oscillation and we found that TropFlux and ERA-I perform best at capturing intraseasonal climate variability during the southwest monsoon season.
0894-8755
Sanchez-franks, Alejandra
ce8ef4a4-086a-4402-a2c1-72db55ff811f
Kent, Elizabeth C.
59bfb484-c094-43a7-8d2a-4d0a4357eeeb
Matthews, Adrian J.
cad5acbe-8030-4db5-a0e4-e0957706f6eb
Webber, Benjamin G. M.
685c296a-74f5-4b28-bbbf-058e951e38f5
Peatman, Simon C.
7bb635dc-7317-4cae-b296-88199e6abac2
Vinayachandran, P. N.
f6f99878-b0b7-49a5-bc68-b2e9f142bbcb
Sanchez-franks, Alejandra
ce8ef4a4-086a-4402-a2c1-72db55ff811f
Kent, Elizabeth C.
59bfb484-c094-43a7-8d2a-4d0a4357eeeb
Matthews, Adrian J.
cad5acbe-8030-4db5-a0e4-e0957706f6eb
Webber, Benjamin G. M.
685c296a-74f5-4b28-bbbf-058e951e38f5
Peatman, Simon C.
7bb635dc-7317-4cae-b296-88199e6abac2
Vinayachandran, P. N.
f6f99878-b0b7-49a5-bc68-b2e9f142bbcb

Sanchez-franks, Alejandra, Kent, Elizabeth C., Matthews, Adrian J., Webber, Benjamin G. M., Peatman, Simon C. and Vinayachandran, P. N. (2018) Intraseasonal variability of air-sea fluxes over the Bay of Bengal during the Southwest Monsoon. Journal of Climate. (doi:10.1175/JCLI-D-17-0652.1). (In Press)

Record type: Article

Abstract

In the Bay of Bengal (BoB), surface heat fluxes play a key role in monsoon dynamics and prediction. The accurate representation of large-scale surface fluxes is dependent on the quality of gridded reanalysis products. Meteorological and surface flux variables from five reanalysis products are compared and evaluated against in situ data from the RAMA moored array in the BoB. The reanalysis products: ERA-Interim (ERA-I), TropFlux, MERRA-2, JRA-55 and CFSR are assessed for their characterisation of air-sea fluxes during the southwest monsoon season (JJAS). ERA-I captured radiative fluxes best while TropFlux captured turbulent and net heat fluxes (Qnet ) best, and both products outperformed JRA-55, MERRA-2 and CFSR, showing highest correlations and smallest biases when compared to the in situ data. In all five products, the largest errors were in shortwave radiation (QSW) and latent heat flux (QLH), with non-negligible biases up to ∼75 W m−2. The QSW and QLH are the largest drivers of the observed Qnet variability, thus highlighting the importance of the results from the buoy comparison. There are also spatially coherent differences in the mean basin-wide fields of surface flux variables from the reanalysis products, indicating that the biases at the buoy position are not localized. Biases of this magnitude have severe implications on reanalysis products ability to capture the variability of monsoon processes. Hence, the representation of intraseasonal variability was investigated through the bore summer intraseasonal oscillation and we found that TropFlux and ERA-I perform best at capturing intraseasonal climate variability during the southwest monsoon season.

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Accepted/In Press date: 5 June 2018

Identifiers

Local EPrints ID: 421899
URI: http://eprints.soton.ac.uk/id/eprint/421899
ISSN: 0894-8755
PURE UUID: 8dd4eee5-6a5f-454a-8072-658604e46553

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Date deposited: 06 Jul 2018 16:30
Last modified: 16 Mar 2024 06:44

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Contributors

Author: Alejandra Sanchez-franks
Author: Elizabeth C. Kent
Author: Adrian J. Matthews
Author: Benjamin G. M. Webber
Author: Simon C. Peatman
Author: P. N. Vinayachandran

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