Analysis of Convective Activity and Its Relationship to the Rainfall over the Rift Valley Lakes of East Africa during 1983–90 Using the Meteosat Infrared Channel

Mamoudou B. Ba Department of Meteorology, The Florida State University, Tallahassee, Florida

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Sharon E. Nicholson Department of Meteorology, The Florida State University, Tallahassee, Florida

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Abstract

The convective activity over the Rift Valley lakes of East Africa, as deduced from cloud tops colder than a predefined threshold, is examined. Relationships between satellite-derived convective indices and rainfall measurements are also examined. The diurnal cycle of convective activity over Lake Victoria and over the land is analyzed. The maximum convection is found to occur during the morning between 0500 and 0800 LST over Lake Victoria, and a second maximum occurs in the afternoon. In contrast, over surrounding land, the maximum occurs generally in late afternoon and during the evening. It is also found that a linear relationship exists between satellite-derived convective indices and rainfall measurements; the correlation between the two is strong enough that the indices can be used to estimate annual and areally averaged monthly rainfall. The cold cloud indices explain more than 50% of observed variances of rainfall for the months of May through October. However, the performance is inadequate in several instances during February and March. The results show that the satellite algorithm is robust enough to estimate spatial averages of monthly rainfall with satellite estimates accounting for between 75% and 95% of observed variances of rainfall. The results further show that there is an exceedingly high correlation between convective rainfall over Lake Victoria and in the surrounding catchment. This permitted the derivation of a relationship between rainfall over the lake and its catchment.

* Additional affiliation: NOAA/NESDIS, Washington, D.C.

Corresponding author address: Dr. Mamoudou B. Ba, Dept. of Meteorology, University of Maryland, College Park, MD 20742.

Abstract

The convective activity over the Rift Valley lakes of East Africa, as deduced from cloud tops colder than a predefined threshold, is examined. Relationships between satellite-derived convective indices and rainfall measurements are also examined. The diurnal cycle of convective activity over Lake Victoria and over the land is analyzed. The maximum convection is found to occur during the morning between 0500 and 0800 LST over Lake Victoria, and a second maximum occurs in the afternoon. In contrast, over surrounding land, the maximum occurs generally in late afternoon and during the evening. It is also found that a linear relationship exists between satellite-derived convective indices and rainfall measurements; the correlation between the two is strong enough that the indices can be used to estimate annual and areally averaged monthly rainfall. The cold cloud indices explain more than 50% of observed variances of rainfall for the months of May through October. However, the performance is inadequate in several instances during February and March. The results show that the satellite algorithm is robust enough to estimate spatial averages of monthly rainfall with satellite estimates accounting for between 75% and 95% of observed variances of rainfall. The results further show that there is an exceedingly high correlation between convective rainfall over Lake Victoria and in the surrounding catchment. This permitted the derivation of a relationship between rainfall over the lake and its catchment.

* Additional affiliation: NOAA/NESDIS, Washington, D.C.

Corresponding author address: Dr. Mamoudou B. Ba, Dept. of Meteorology, University of Maryland, College Park, MD 20742.

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  • Arkin, P. A., 1979: The relationship between fractional coverage of high cloud and rainfall accumulations during GATE over the B scale array. Mon. Wea. Rev.,107, 1382–1387.

  • ——, and B. N. Meisner, 1987: The relationship between large-scale convective rainfall and cold cloud over the Western Hemisphere during 1982–1984. Mon. Wea. Rev.,115, 51–74.

  • Ba, M. B., and P. Y. Deschamps, 1990: Détermination des précipitations en régions Soudano–Sahélienne à l’aide de l’imagerie satellitaire: Tests de divers algorithmes. Ann. Geophys.,8, 609–626.

  • ——, R. Frouin, and S. E. Nicholson, 1995: Satellite-derived interannual variability of West African rainfall during 1983–88. J. Appl. Meteor.,34, 411–431.

  • Carn, M., J. P. Lahuec, D. Dagorne, and B. Guillot, 1989: Rainfall estimation using TIR METEOSAT imagery over the western Sahel (1986–1987). Preprints, Fourth Conf. on Satellite Meteorology and Oceanography, San Diego, CA, Amer. Meteor. Soc., 126–129.

  • Datta, R. R., 1981: Certain aspects of monsoonal precipitation dynamics over Lake Victoria. Monsoon Dynamics, J. Lighthill and R. P. Pearce, Eds., Cambridge University Press, 333–349.

  • de Baulny, H. L., and D. Baker, 1970: The water balance of Lake Victoria. Water Development Department Tech Note, Republic of Uganda.

  • Desbois, M., T. Kayiranga, B. Gnamien, S. Guessous, and L. Picon, 1988: Characterization of some elements of the Sahelian climate and their interannual variations for July 1983, 1984, and 1985 from analysis of METEOSAT ISCCP data. J. Climate,1, 867–904.

  • Dugdale, G., V. D. McDougall, and J. R. Milford, 1990: Potential and limitation of rainfall estimates for Africa derived from cold cloud statistics. Preprints, Eighth Meteosat Scientific Users’ Meeting, Norköpping, Sweden, European Organization for the Exploitation of Meteorological Satellites, 211–220.

  • Duvel, J. P., 1989: Convection over tropical Africa and the Atlantic Ocean during northern summer. Part I: Interannual and diurnal variations. Mon. Wea. Rev.,117, 2782–2799.

  • EAMD, 1968: Tables showing the diurnal variation of precipitation in East Africa and Seychelles. Tech. Memo. 10, East African Meteorological Department, Nairobi, Kenya, 49 pp. [Available from Kenya Meteorological Department, P. O. Box 30259, Nairobi, Kenya.].

  • ESOC, 1986: METEOSAT contribution to ISCCP. ESA-ESOC Publ. 12, 93 pp. [Available from METEOSAT Exploitation Project Office, European Space Operations Centre, Robert-Bosch-Strasse 5, 6100 Darmstadt, Germany.].

  • Flohn, H., and K. Fraedrich, 1966: Tagesperiodische Zirkulation und Niederschlagsverteilung am Victoria-See (Ostafrika). Meteor. Rundsch.,19, 157–165.

  • ——, and T. Burkhardt, 1985: Nile runoff at Aswan and Lake Victoria: A case of a discontinuous climate time series. Z. Gletscherkunde Glazialgeol.,21, 125–130.

  • Fraedrich, K., 1968: Das Land- und Seewindsystem des Victoria-Sees nach aerologischen Daten. Arch. Meteor. Geophys. Bioklimatol.,17A, 186–206.

  • ——, 1971: Modell einer lokalen atmosphaerischen Zirkulation mit Anwendung auf den Victoria-See. Beitr. Phys. Atmos.,44, 95–114.

  • ——, 1972: A simple climatological model of the dynamics and energetics of the nocturnal circulation at Lake Victoria. Quart. J. Roy. Meteor. Soc.,98, 322–335.

  • Griffith, C. G., W. L. Woodley, P. G. Gruber, D. W. Martin, J. Stout, and D. N. Sikdar, 1978: Rain estimation from geosynchronous satellite imagery—Visible and infrared studies. Mon. Wea. Rev.,106, 1153–1171.

  • Halfman, J. D., and T. C. Johnson, 1988: High-resolution record of cyclic climatic change during the past 4 ka from Lake Turkana, Kenya. Geology,16, 496–500.

  • Hastenrath, S., and J. E. Kutzbach, 1983: Paleoclimatic estimates from water and energy budgets of East African lakes. Quat. Res.,19, 141–153.

  • Howell, P. P., M. Lock, and S. Cobb, 1988: The Jonglei Canal: Impact and Opportunity. Cambridge University Press, 537 pp.

  • Hurst, H. E., and P. Phillips, 1933: Ten-Day Mean and Monthly Mean Gauge Readings of the Nile and Its Tributaries. Vol. III, The Nile Basin, Cairo Government Press.

  • Kayiranga, T., 1991: Observation of convective activity from satellite data over the Lake Victoria region in April 1985 (in French). Veille Climatique Satellitaire,37, 44–55. [Available from CML, B.P. 147, Lannion 22302, France.].

  • Kite, G. W., 1981: Recent changes in level of Lake Victoria. Hydrol. Sci. Bull.,26, 33–243.

  • Mottell, C. E., and B. C. Weare, 1987: Estimating tropical rainfall using digital satellite data. J. Climate Appl. Meteor.,26, 1436–1446.

  • Nicholson, S. E., 1993: An overview of African rainfall fluctuations of the last decade. J. Climate,6, 1463–1466.

  • ——, 1996: A review of climate dynamics and climate variability in eastern Africa. The Limnology, Climatology and Paleoclimatology of the East African Lakes, T. C. Johnson and E. Odada, Eds., Gordon and Breach, 25–56.

  • ——, 1998a, Historical fluctuations of Lake Victoria and other lakes in the northern Rift Valley of East Africa. Environment Change and Response in East African Lakes, J. T. Lehmen, Ed., Dordrecht, in press.

  • ——, 1998b, The nature of rainfall variability over Africa on time scales of decades to millennia. Global Planet. Change, in press.

  • ——, and H. Flohn 1980: African environmental and climatic changes and the general atmospheric circulation in late Pleistocene and Holocene. Climate Change,2, 313–348.

  • ——, and D. Entekhabi, 1986: The quasi-periodic behavior of rainfall variability in Africa and its relationship to the Southern Oscillation. Arch. Meteor. Geophys. Bioklimatol.,34, 311–348.

  • Piper, B. S., D. T. Plinston, and J. V. Sutcliffe, 1986: The water balance of Lake Victoria. Hydrol. Sci. J.,31, 25–37.

  • Richards, F., and P. Arkin, 1981: On the relationship between satellite-observed cloud cover and precipitation. Mon. Wea. Rev.,109, 1081–1093.

  • Rodhe, H., and H. Virji, 1976: Trends and periodicities in East African rainfall data. Mon. Wea. Rev.,104, 307–315.

  • Smith, R. B., 1979: The influence of mountains on the atmosphere. Advances in Geophysics, Vol. 21, Academic Press, 87–230.

  • Stager, J. C., B. Cumming, and L. Meeker, 1998, A high-resolution 11,400-year diatom record from Lake Victoria, East Africa. Quat. Res., in press.

  • Stout, J. E., D. W. Martin, and D. N. Sikdar, 1979: Estimating GATE rainfall with geosynchronous satellite images. Mon. Wea. Rev.,107, 585–598.

  • Thiao, W., D. L. Cadet, and M. Desbois, 1990: A note on: Estimation of rainfall due to squall lines over West Africa using METEOSAT imagery. Meteor. Atmos. Phys.,42, 69–76.

  • WMO, 1974: Hydrometeorological survey of the catchment of Lakes Victoria, Kyoga and Mobutu Sese Seko.

  • ——, 1981: Hydrometeorological survey of the catchment of Lakes Victoria, Kyoga and Albert. RAF 66-025, Tech. Rep. 1, 4 vols.

  • Woodley, W. L., C. G. Griffith, J. S. Griffin, and S. C. Stromatt, 1980:The influence of GATE convective rainfall from SMS-1 imagery. J. Appl. Meteor.,19, 388–408.

  • Yin, X., and S. E. Nicholson, 1998, The water balance of Lake Victoria. Hydrol. Sci. J., in press.

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