Abstract
Performances of 5 models from the Coupled Model Intercomparison Project Phase 5 (CMIP5) in simulating the chlorophyll concentration over the tropical Indian Ocean are evaluated. Results show that these models are able to capture the dominant spatial distribution of observed chlorophyll concentration and reproduce the maximum chlorophyll concentration over the western part of the Arabian Sea, around the tip of the Indian subcontinent, and in the southeast tropical Indian Ocean. The seasonal evolution of chlorophyll concentration over these regions is also reproduced with significant amplitude diversity among models. All of 5 models is able to simulate the interannual variability of chlorophyll concentration. The maximum interannual variation occurs at the same regions where the maximum climatological chlorophyll concentration is located. Further analysis also reveals that the Indian Ocean Dipole events have great impact on chlorophyll concentration in the tropical Indian Ocean. In the general successful simulation of chlorophyll concentration, most of the CMIP5 models present higher than normal chlorophyll concentration in the eastern equatorial Indian Ocean.
Similar content being viewed by others
Reference
Arief, D., and Murray, S. P., 1996. Low-frequency fluctuations in the Indonesian throughflow through Lombok Strait. Journal of Geophysical Research, 101: 12 455–12 464.
Ashok, K., Guan, Z., Saji, N. H., and Yamagata, T., 2004. Individual and combined influences of ENSO and Indian Ocean Dipole on the Indian summer monsoon. Journal of Climate, 17: 3141–3155.
Behera, S. K., Luo, J. J., Masson, S., Delecluse, P., Gualdi, S., and Navarra, A., 2005. Paramount impact of the Indian Ocean Dipole on the east African short rains: A CGCM study. Journal of Climate, 18: 4514–4530.
Clarke, A. J., and Liu, X., 1993. Observations and dynamics of semiannual and annual sea levels near the eastern Indian Ocean boundary. Journal of Physical Oceanography, 23: 386–399.
Dey, S., and Singh, R. P., 2003. Comparison of chlorophyll distributions in the northeastern Arabian Sea and southern Bay of Bengal using IRS-P4 Ocean Color Monitor data. Remote Sensing of Environment, 85: 424–428.
Hu, R. J., and Liu, Q. Y., 2005. A heat budget study on the mechanism of SST variations for the regions of the Indian Ocean Dipole. Journal of Ocean University of China, 4(4): 167–175.
Lévy, M., Shankar, D., André, J. M., Shenoi, S. S. C., Durand, F., and de Boyer Montégut, C., 2007. Basin-wide seasonal evolution of the Indian Ocean’s phytoplankton blooms. Journal of Geophysical Research, 112, C12014, DOI: 10.1029/2007JC004090.
Li, C. Y., Zhou, W., Jia, X. L., and Wang, X., 2006. Decadal/interdecadal variations of ocean temperature and its impacts on climate. Advances in Atmospheric Sciences, 23: 964–981.
Li, G., Lin, Q., and Ni, G., 2012. Vertical patterns of early summer chlorophyll a concentration in the Indian Ocean with special reference to the variation of deep chlorophyll maximum. Journal of Marine Biology, 2012, DOI: 10.1155/2012/801248.
Liu, L., Yu, W. D., and Li, T., 2011. Dynamic and thermodynamic air-sea coupling associated with the Indian Ocean Dipole diagnosed from 23 WCRP CMIP3 Models. Journal of Climate, 24: 4941–4958.
Liu, X., Wang, J., Cheng, X., and Du, Y., 2012. Abnormal upwelling and chlorophyll-a concentration off South Vietnam in summer 2007. Journal of Geophysical Research, 117, C07021, DOI: 10.1029/2012JC008052.
Longhurst, A., 1993. Seasonal cooling and blooming in the tropical oceans. Deep-Sea Research I, 40: 2145–2165.
Matthew, H. E., Caroline, C. U., and Santoso, A., 2006. Interannual rainfall extremes over Southwest Western Australia linked to Indian Ocean climate variability. Journal of Climate, 19: 1948–1969.
McClain, C. R., Cleave, M. L., Feldman, G. C., Gregg, W. W., Hooker, S. B., and Kuring, N., 1998. Science quality SeaWiFS data for global biospheric research. Sea Technology, 39: 10–16.
McClain, C. R., Feldman, G. C., and Hooker, S. B., 2004. An overview of the SeaWiFS project and strategies for producing a climate research quality global ocean bio-optical time series. Deep-Sea Research II, 51: 5–42.
Rahul Chand Reddy, P., and Salvekar, P. S., 2008. Phytoplankton blooms induced/sustained by cyclonic eddies during the Indian Ocean Dipole event of 1997 along the southern coasts of Java and Sumatra. Biogeosciences Discussions, 5: 3905–3918, DOI: 10.5194/bgd-5-3905-2008.
Saji, N. H., and Yamagata, T., 2003a. Possible impacts of Indian Ocean Dipole mode events on global climate. Climate Research, 25: 151–169.
Saji, N. H., and Yamagata, T., 2003b. Structure of SST and surface wind variability during Indian Ocean Dipole mode years: COADS observations. Journal of Climate, 16: 2735–2751.
Saji, N. H., Goswami, B. N., Vinayachandran, P. N., and Yamagata, T., 1999. A dipole mode in the tropical Indian Ocean. Nature, 401: 360–363.
Sarangi, R. K., Nayak, S., and Panigraphy, R. C., 2008. Monthly variability of chlorophyll and associated physical parameters in the southwest Bay of Bengal water using remote sensing data. Indian Journal of Marine Sciences, 37(3): 256–266.
Sarma, V. V. S. S., 2006. The influence of Indian Ocean Dipole (IOD) on biogeochemistry of carbon in the Arabian Sea during 1997–1998. Journal of Earth System Science, 115(4): 433–450.
Sprintall, J., Gordon, A., Murtugudde, L. R., and Susanto, R. D., 2000. A semi-annual Indian Ocean forced Kelvin waves observed in the Indonesian Seas. Journal of Geophysical Research, 105: 17 217–17 230.
Sun, S. W., Lan, J., and Wang, Y., 2010. Variations of SST and thermocline depth in the Tropical Indian Ocean during Indian Ocean Dipole events. Journal of Ocean University of China, 2: 120–127.
Susanto, R. D., and Marra, J., 2005. Effect of the 1997/98 El Niño on chlorophyll a variability along the southern coasts of Java and Sumatra. Oceanography, 18(4): 124–127.
Susanto, R. D., Moore II, T. S., and Marra, J., 2006. Ocean color variability in the Indonesian Seas during the SeaWiFS era. Geochemistry, Geophysics, Geosystems, 7, Q05021, DOI: 10.1029/2005GC001009.
Tang, D. L., Kawamura, H., and Luis, J. A., 2002. Short-term variability of phytoplankton blooms associated with a cold eddy on the North-western Arabian Sea. Remote Sensing of Environment, 81(1): 82–89.
Taylor, K. E., Stouffer, R. J., and Meehl, G. A., 2012. An overview of CMIP5 and the experiment design. Bulletin of the American Meteorological Society, 93: 485–498.
Vinayachandran, P. N., Chauhan, P., and Nayak, S. R., 2004. Biological response of the sea around Sri Lanka to summer monsoon. Geophysical Research Letters, 31, L01302, DOI: 10.1029/2003GL018533.
Wang, C., and Wang, X., 2012. El Niño Modoki I and II classifying by different impacts on rainfall in Southern China and typhoon tracks. Journal of Climate, DOI: 10.1175/JCLI-D-12-00107.1.
Wang, X., Li, C. Y., and Zhou, W., 2006. Interdecadal variation of the relationship between Indian rainfall and SSTA modes in the Indian Ocean. International Journal of Climatology, 26: 595–606.
Wang, X., Wang, D. X., and Zhou, W., 2009. Decadal variability of twentieth century El Niño and La Niña occurrence from observations and IPCC AR4 coupled models. Geophysical Research Letters, 36, L11701, DOI: 10.1029/2009GL037929.
Wang, X., Wang, D. X., Zhou, W., and Li, C. Y., 2012. Interdecadal modulation of the influence of La Niña events on meiyu rainfall over the Yangtze River Valley. Advances in Atmospheric Sciences, 29(1): 157–168, DOI: 10.1007/s00376011-1021-8.
Webster, P. J., Moore, A. M., Loschnigg, J. P., and Leben, R. R., 1999. Coupled ocean-atmosphere dynamics in the Indian Ocean during 1997–98. Nature, 401: 356–360.
Wiggert, J. D., Vialard, J., and Behrenfeld, M. J., 2009. Basin-wide modification of dynamical and biogeochemical processes by the positive phase of the Indian Ocean Dipole during the SeaWiFS era. Indian Ocean Biogeochemical Processes and Ecological Variability, Geophysical Monograph Series 185, Wiggert, J. D. et al., eds., AGU, Washington, D. C., 385–407, DOI: 10.1029/2008GM000776.
Xiu, P., and Liu, Y., 2006. Study on the correlation between chlorophyll maximum and remote sensing data. Journal of Ocean University of China, 5(3): 213–218.
Yu, W., Xiang, B., Liu, L., and Liu, N., 2005. Understanding the origins of interannual thermocline variations in the tropical Indian Ocean. Geophysical Research Letters, 32, L24706, DOI: 10.1029/2005GL024327.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Liu, L., Feng, L., Yu, W. et al. The distribution and variability of simulated chlorophyll concentration over the tropical Indian Ocean from five CMIP5 models. J. Ocean Univ. China 12, 253–259 (2013). https://doi.org/10.1007/s11802-013-2168-y
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11802-013-2168-y