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Evapotranspiration Modeling Using Remote Sensing and Empirical Models in the Fogera Floodplain, Ethiopia

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Nile River Basin

Abstract

Conventional methods and remote sensing were applied for the estimation of reference evapotranspiration and actual evapotranspiration over the Fogera floodplain. Reference evapotranspiration (ET0) by Modified Makkink (MM), Priestly-Taylor (PT) and Abtew (A) simple equations was compared to the Penman-Monteith (PM) estimations, in order to decide which method for ET0 is the most suitable alternative to PM in data scarce conditions. A comparison was also made to a satellite based energy balance approach that estimated actual evapotranspiration. For the remote sensing approach, images from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor were selected. For the study, data has been used from Bahir Dar meteorological station at a distance of 50 km from the floodplain and from Woreta weather station that is located in the floodplain. The comparison of results from the conventional methods indicated that the MM method performed best over the floodplain as compared to the PM approach while the PT and Abtew (A) simple equations only produced fair results. The latter two approaches required calibration of site specific coefficients that may have affected the estimation results. Accumulated actual evapotranspiration from the satellite based approach for the year 2008 was about 1,519 mm for rice, while the reference evapotranspiration by the PM approach was 1,498 mm. A comparison of these results with literature values of the crop coefficient of rice indicated that rice transpired at a potential rate.

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References

  • Abeyou W (2008) Hydrological balance of Lake Tana Upper Blue Nile basin, Ethiopia. ITC, Enschede, p 94

    Google Scholar 

  • Abtew W (1996) Evapotranspiration measurements and modeling for three wetland systems in South Florida. Water Resour Bull 32(3):465–473

    Google Scholar 

  • Abtew W, Obeysekera J (1995) Lysimeter study of evapotranspiration of cattails and comparison of three estimation methods. Trans Am Soc Agric Eng ASAE 38:121–129

    Google Scholar 

  • Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration: guidelines for computing crop water requirements. Rome, FAO, Report 56

    Google Scholar 

  • Bastiaanssen WGM (1998) Remote sensing in water resources management: the state of the art. International Water Management Institute (IWMI), Colombo

    Google Scholar 

  • Brutsaert W (2005) Hydrology: an introduction. Cambridge University Press, Cambridge

    Google Scholar 

  • Dagnachew L, Woubet G (2008) Flood Hazard and Risk Assessment in Fogera Woreda using GIS & Remote sensing. In: Hydrology and ecology of the Nile Basin under extreme conditions, Addis Ababa, Ethiopia

    Google Scholar 

  • De Bruin HAR (1981) The determination of (reference crop) evapotranspiration from routine weather data. Proc Inform Comm Hydr Res TNO Hague 28:25–37

    Google Scholar 

  • McCabe MF, Wood EF (2006). Scale influences on the remote estimation of evapotranspiration using multiple satellite sensors. Rem Sens Environ 105(4):271–285

    Article  Google Scholar 

  • Monteith JL (1965) Evaporation and surface temperature. Quart J Roy Met Soc 107:1–27

    Google Scholar 

  • Norman JM, Divakarla M, Goel NS (1995) Algorithms for extracting information from remote thermal-IR observations of the earth’s surface. Rem Sens Environ 51(1):157–168

    Article  Google Scholar 

  • Penman HL (1948). Natural evaporation from open water, bare soil, and grass. Proc R Soc London A193:120–145

    Google Scholar 

  • Priestley CHB, Taylor RJ (1972) On the assessment of surface heat flux and evaporation using large scale parameters. Monthly Weather Rev 100(2):81–92

    Article  Google Scholar 

  • SMEC (2007). Hydrological study of the Tana-Beles sub-basins. Report SMEC International Pty. Ltd

    Google Scholar 

  • Su Z (2002) The surface energy balance system (SEBS) for estimation of turbulent heat fluxes. Hydrol Earth Sys Sci 6(1):85–99

    Article  Google Scholar 

  • Sumner DM, Jacobs JM (2005) Utility of Penman-Monteith, Priestley-Taylor, reference evapotranspiration, and pan evaporation methods to estimate pasture evapotranspiration. J Hydrol 308(1–4):81–104

    Article  Google Scholar 

  • Temesgen E (2009) Estimation of evapotranspiration from satellite remote sensing and meteorological data over the Fogera Floodplain – Ethiopia. ITC, Enschede, p 89

    Google Scholar 

  • Water Watch (2005) Remote sensing studies of Tana-Beles Sub Basins, A Nile Basin Initiative project Ministry of Water Resources, Ethiopia

    Google Scholar 

  • Widmoser P (2009) A discussion on and alternative to the Penman-Monteith equation. Agric Water Manag 96:711–721

    Article  Google Scholar 

Download references

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Correspondence to Temesgen Enku .

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Enku, T., van der Tol, C., Gieske, A.S., Rientjes, T.H. (2011). Evapotranspiration Modeling Using Remote Sensing and Empirical Models in the Fogera Floodplain, Ethiopia. In: Melesse, A.M. (eds) Nile River Basin. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-0689-7_8

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