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Variations in long term wind speed during different decades in Arabian Sea and Bay of Bengal

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Abstract

A study has been carried out by comparing the extreme wind speeds estimated based on NCEP/NCAR reanalysis data for 100 years return period using Fischer Tippet-1 (commonly known as Gumbel) and Weibull distributions for three locations (off Goa, Visakhapatnam and Machilipatnam) in the north Indian Ocean. The wind dataset for Goa is compared with that from ERA-40 data. For higher wind speeds (12–20m s−1), NCEP wind speed has higher percentage of occurrence than that of ERA-40. Analysis has shown slight upward trend in the annual maximum wind for location off Machilipatnam with an increase of 1.2 cm s−1 per year and a decreasing trend of −1.3 cm s−1 per year in the case of Goa. The Weibull distribution with shape parameter 2 fits the annual maximum wind data better than FT-1 distribution.

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References

  • Allan J C and Komar P D 2000 Are ocean wave heights increasing in the eastern North Pacific?; EOS 81(47) 561, 566–567.

    Google Scholar 

  • Bacon S and Carter D J T 1993 A connection between mean wave height and atmospheric pressure gradient in the North Atlantic; Int. J. Climatol. 13 423–436.

    Article  Google Scholar 

  • Bouws E, Jannink D and Komen G J 1996 The increasing wave height in the North Atlantic Ocean; Bull. Amer. Meteor. Soc. 77 2275–2277.

    Article  Google Scholar 

  • Caires S and Swail V 2004 Global wave climate trend and variability analysis; In: Proc. Eighth Int. Workshop on Wave Hindcasting and Forecasting, Oahu, Hawaii, U.S. Army Engineer Research and Development Center’s Coastal and Hydraulics Laboratory and Cosponsors, CD-ROM, Al.

  • Carter D J T and Draper L 1988 Has the North East Atlantic become rougher?; Nature 332 494.

    Article  Google Scholar 

  • Conradsen K, Nielsen L and Prahm L 1984 Review of Weibull statistics for estimation of wind speed distributions; J. Climate Appl. Meteor. 23 1173–1183.

    Article  Google Scholar 

  • Cook N J and Harries R I 2001 Discussion on application of the generalized Pareto distribution to extreme value analysis in wind engineering (eds) Holmes J D and Moriarity W W, J. Wind Eng. Ind. Aerodyn. 89 215–224.

  • Deaves D and Lines I 1997 On the fitting of low mean wind speed data to the Weibull distribution; J. Wind Eng. Ind Aerodyn. 66 169–178.

    Article  Google Scholar 

  • Dube S K, Rao A D, Singha P C, Murthy T S and Bahulayan N 1997 Storm surge in Bay of Bengal and Arabian Sea: The problem and its prediction; Mausam 48 283–304.

    Google Scholar 

  • Gray W M 1985 Tropical Cyclone Global Climatology; WMO Technical Document WMO/TD No. 72, WMO, Geneva, Switzerland, 1 3–19.

    Google Scholar 

  • Goswami B N and Sengupta D 2003 A note on the deficiency of NCEP/NCAR re-analysis surface winds over equatorial Indian Ocean; J. Geophys. Res. 108 C4, doi:10.1029/2002JC001497.

    Article  Google Scholar 

  • Gower J F R 2002 Temperature, wind, and wave climatologies, and trends from marine meteorological buoys in the northeast Pacific; J. Climate 15 3709–3718.

    Article  Google Scholar 

  • Gumbel E J 1958 Statistics of Extremes (New York: Columbia Univ. Press) 375 pp.

    Google Scholar 

  • Hennessey J P 1977 Some aspects of wind power statistics; J. Applied. Meteor. 16 119–128.

    Article  Google Scholar 

  • Isaacson M and Mackenzie N G 1981 Long-term distribution of ocean waves: A review; J. Waterway Port Coastal Ocean Division; American Soc. Eng. 107 93–109.

    Google Scholar 

  • Isemer H and Hasse L 1991 The scientific Beaufort equivalent scale: Effects on wind statistics and climatological air-sea flux estimates in the north Atlantic Ocean; J. Climate 4 819–836.

    Article  Google Scholar 

  • Justus C G, Hargraves W R, Mikhail A and Graber D 1978 Methods for estimating wind speed frequency distributions; J. Appl. Meteor. 17 350–353.

    Article  Google Scholar 

  • Kalnay E et al 1996 The NCEP/NCAR 40-year reanalysis project; Bull. Amer. Meteor. Soc. 77 437–471.

    Article  Google Scholar 

  • Monahan A H 2006 The probability distribution of sea surface wind speeds. Part I: Theory and sea winds observations; J. Climate 19 497–520.

    Article  Google Scholar 

  • Muir L R and EI-Shaarawi A H 1986 On the calculation of extreme wave heights: A review; Ocean Engineering 13(1) 93–118.

    Article  Google Scholar 

  • Naess A 1998 Estimation of long return period design values for wind speeds; J. Eng. Mech. 124(3) 252–259.

    Article  Google Scholar 

  • Pang W K, Forster J J and Troutt M D 2001 Estimation of wind speed distribution using Markov chain Monte Carlo techniques; J. Appl. Meteor. 40 1476–1484.

    Article  Google Scholar 

  • Parekh A, Sharma R and Sarkar A 2007 A comparative assessment of surface wind speed and sea surface temperature over Indian Ocean by TMI, MSMR, and ERA-40; J. Atmos. Oceanic Technol. 24 1131–1142.

    Article  Google Scholar 

  • Pavia E G and O’Brien J J 1986 Weibull statistics of wind speed over the ocean; J. Clim. Appl. Met. 25 1324–1332.

    Article  Google Scholar 

  • Pugh D T 1987 Tides, Surges and Mean Sea-Level; (Hoboken, N. J.: John Wiley) 472 pp.

    Google Scholar 

  • Rao Y R and Premkumar K 1998 A preliminary analysis of meteorological and oceanographic observations during the passage of a tropical cyclone in Bay of Bengal; Tech. Note NIOT-NDBP-TR-001/98, National Institute of Ocean Technology, Tamil Nadu, India.

    Google Scholar 

  • Senan R, Anitha D S and Sengupta D 2001 Validation of SST and wind speed from TRMM using north Indian Ocean moored buoy observations; CAOS Report 2001 AS1, Centre for Atmospheric Sciences, Indian Institute of Science, Bangalore, India.

    Google Scholar 

  • Sengupta D, Joseph P, Senan R and Suresh Kumar G 1999 Validation NCEP daily surface winds over the north Indian Ocean; CAOS Report 99AS1, Centre for Atmospheric Sciences, Indian Institute of Science, Bangalore, India.

    Google Scholar 

  • Singh O P, Ali Khan T M and Rahman M S 2001 Has the frequency of intense tropical cyclones increased in the North Indian Ocean? Curr. Sci. 60 575–580.

    Google Scholar 

  • Streeter V L, Wylie E B and Bedford K W 1998 Fluid Mechanics; McGraw-Hill, Singapore, 1–740.

    Google Scholar 

  • Xiao Y Q, Li Q S, Li Z N, Chow Y W and Li G Q 2006 Probability distributions of extreme winds and its occurrence interval; Eng. Struct. 28 1173–1181.

    Article  Google Scholar 

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Correspondence to V. Sanil Kumar.

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Sanil Kumar, V., Sajiv Philip, C. Variations in long term wind speed during different decades in Arabian Sea and Bay of Bengal. J Earth Syst Sci 119, 639–653 (2010). https://doi.org/10.1007/s12040-010-0051-4

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  • DOI: https://doi.org/10.1007/s12040-010-0051-4

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