TECHNICAL PAPERS
Feb 1, 2005

SEBAL Model with Remotely Sensed Data to Improve Water-Resources Management under Actual Field Conditions

Publication: Journal of Irrigation and Drainage Engineering
Volume 131, Issue 1

Abstract

Water management emphasis tends to shift from supply augmentation to limiting water consumption. Spatio-temporal information on actual evapotranspiration (ET) helps users to better understand evaporative depletion and to establish links between land use, water allocation, and water use. Satellite-based measurements, used in association with energy balance models, can provide the spatial distribution of ET for these linkages. This paper describes the major principles of the Surface Energy Balance Algorithm for Land (SEBAL) and summarizes its accuracy under several climatic conditions at both field and catchment scales. For a range of soil wetness and plant community conditions, the typical accuracy at field scale is 85% for 1day and it increases to 95% on a seasonal basis. The accuracy of annual ET of large watersheds was found to be 96% on average. SEBAL has been applied in more than 30 countries worldwide, and the 26 research studies that were conducted over the past 10years are now gradually being replaced by application studies (17 studies finished). A short case study in the Yakima River basin (Washington State) is presented as new material to demonstrate how ET from remote sensing can be used for evaluating water conservation projects.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

The global field measurements were made available by Wageningen University (Henk de Bruin and Wouter Meijninger), University of Idaho (Rick Allen), USDA (Jim Wright), Alterra (Eddy Moors and Pavel Kabat), Royal Netherlands Meteorological Institute (Fred Bosveld and Wim Kohsiek), the International Water Management Institute (Mobin-ud-Din Ahmad and Manju Hemkumara), Lanzhou Institute for Atmospheric Physics (Jiemin Wang), New Mexico Tech (Jan Hendrickx and James Cleverly), and the University of Colorado (Eric Small). The value of these efforts and data sets for validation of SEBAL are greatly appreciated.

References

Allen, R. G. (2000). “Using the FAO-56 dual crop coefficient method over an irrigated region as part of an evapotranspiration intercomparison study.” J. Hydrol., 229, 27–41.
Allen, R. G., et al. (2002). “Evapotranspiration from a satellite-BASED surface energy balance for the Snake Plain Aquifer in Idaho.” Proc. USCID Conference, USCID, Denver.
Allen, R. G., Pereira, L. S., Raes, D., and Smith, M. (1998). “Crop evapotranspiration, guidelines for computing crop water requirements.” FAO Irrigation and Drainage Paper 56, Food and Agriculture Organization of the United Nations (FAO), Rome.
Allen, R. G., Pruitt, W. O., and Jensen, M. E. (1991). “Environmental Requirements of Lysimeters.” Proc., Lysimeters for Evapotranspiration and Environmental Measurements, ASCE, New York, 170–181.
Allen, R. G., and Wright, J. L. (1997). “Translating wind measurements from weather stations to agricultural crops.” J. Hydrologic Eng., 2(1), 26–35.
Bastiaanssen, W. G. M., and Bandara, K. M. P. S. (2001). “Evaporative depletion assessments for irrigated watersheds in Sri Lanka.” Irrig. Sci., 21, 1–15.
Bastiaanssen, W. G. M., and Bos, M. G. (1999). “Irrigation performance indicators based on remotely sensed data: a review of literature.” Irrig. Drain. Syst., 13, 291–311.
Bastiaanssen, W. G. M., and Chandrapala, L. (2003). “Water balance variability across Sri Lanka for assessing agricultural and environmental water use.” Agric. Water Manage., 58(2), 171–192.
Bastiaanssen, W. G. M., and Menenti, M. (1990). “Mapping groundwater losses in the western Desert of Egypt with satellite measurements of surface reflectance and surface temperature.” Water Management and Remote Sensing, J. C. Hooghart, ed., TNO, The Hague, The Netherlands, 1–90.
Bastiaanssen, W. G. M., Menenti, M., Feddes, R. A., and Holtslag, A. A. M. (1998a). “A remote sensing surface energy balance algorithm for Land (SEBAL), Part 1: Formulation.” J. Hydrol., 212-213, 198–212.
Bastiaanssen, W. G. M., Molden, D. J., and Makin, I. W. (2000). “Remote sensing for irrigated agriculture: Examples from research of possible applications.” Agric. Water Manage., 46(2), 137–155.
Bastiaanssen, W. G. M., Pelgrum, H., Wang, J., Ma, Y., Moreno, J., Roerink, G. J., and van der Wal, T. (1998b). “The surface energy balance algorithm for land (SEBAL), Part 2: Validation.” J. Hydrol., 212-213, 213–229.
Bastiaanssen, W. G. M., Roest, C. W. J., Pelgrum, H., and Abdel Khalek, M. A. (1992). “Monitoring of the irrigation performance on the basis of actual evapotranspiration: Comparison of satellite data and simulation model results,” Advances in planning, design and management of irrigation systems as related to substainable land use, Center for Irrigation Engineering and ECOWARM, Leuven, Belgium, 473–483.
Bastiaanssen, W. G. M., and Roozekrans, H. (2003). “Vlakdekkende actuele verdamping van Nederland operationeel beschikbaar.” Stromingen, 9(4), 5–19 (in Dutch).
Bastiaanssen, W. G. M., Ud-din-Ahmed, M., and Chemin, Y. (2002). “Satellite surveillance of water use across the Indus Basin.” Water Resour. Res., 38(12), 1273–1282.
Beljaars, A. C. M., and Holtslag, A. A. M. (1991). “On flux parameterization over land surfaces for atmospheric models.” J. Appl. Meteorol., 30, 327–341.
Bos, M. G., Murray-Rust, D. H., Merrey, D. J., Johnson, H. G., and Snellen, W. B. (1994). “Methodologies for assessing performance of irrigation and drainage management.” Irrig. Drain. Syst., 7, 231–261.
Bruin, de, H. A. R., and Stricker, J. N. M. (2000). “Evaporation of grass under non-restricted soil moisture conditions.” Hydrol. Sci. J., 45(3), 391–406.
Bruin, H. A. R., van den Hurk, B. J. J. M., and Kohsiek, W. (1995). “The scintillation method tested over a dry vineyard area.” Boundary-Layer Meteorol., 76, 25–40.
Brutsaert, W. (1982). Evaporation into the atmosphere, theory, history and applications, Reidel, Dordrecht, The Netherlands.
Brutsaert, W., Hsu, A. Y., and Schmugge, T. J. (1993). “Parameterization of surface heat fluxes above forests with satellite thermal sensing and boundary layer soundings.” J. Appl. Meteorol., 32(5), 909–917.
Brutsaert, W., and Sugita, M. (1992). “Application of self-preservation in the diurnal evolution of the surface energy balance budget to determine daily evaporation.” J. Geophys. Res., 97(D17), 18377–18382.
Carlson, T. M., Taconet, O., Vidal, A., Gillies, R. R., Olios, A., and Humes, K. (1995). “An overview of the workshop on thermal remote sensing held at La Londe les Maures, France.” Agric. Forest Meteorol., 77, 141–151.
Chehbouni, A., Lo Seen, D., Njoku, E. G., Lhomme, J. P., Monteney, B., and Kerr, Y. H. (1997). “Estimation of sensible heat flux over sparsely vegetated surfaces.” J. Hydrol., 188-189, 855–868.
Coureault, D., Seguin, B., and Olioso, A. (2004). “Review about estimation of evapotranspiration from remote sensing data: From empirical to numerical modeling approach.” Irrig. Drain. Syst., 19 (in press).
Crago, R. D. (1996). “Comparison of the evaporative fraction and the Priestley-Taylor α for parameterizing daytime evaporation.” Water Resour. Res., 32(5), 1403–1409.
Doorenbos, J., and Pruitt, W. O. (1977). “Crop water requirements.” Irrigation and Drainage Paper No. 24, FAO, Rome.
Droogers, P. (2000). “Estimating actual evapotranspiration using a detailed agro-hydrological model.” J. Hydrol., 229(1–2), 50–58.
Farah, H. O. (2001). “Estimation of regional evaporation under all sky conditions with satellite and routine weather data.” PhD thesis, Wageningen University, The Netherlands.
Farah, H. O., and Bastiaanssen, W. G. M. (2001). “Spatial variations of surface parameters and related evaporation in the Lake Naivasha Basin estimated from remote sensing measurements.” Hydrol. Process., 15(9), 1585–1607.
Franks, S. W., and Beven, K. J. (1997). “Estimation of evapotranspiration at the landscape scale: A fuzzy disaggregation approach.” Water Resour. Res., 33(12), 2929–2938.
Franks, S. W., and Beven, K. J. (1999). “Conditioning a multiple-patch SVAT model using uncertain time-space estimates of latent heat flux as inferred from remotely sensed data.” Water Resour. Res., 35(9), 2751–2761.
Hemakumara, H. M., Chandrapala, L., and Moene, A. (2003). “Evapotranspiration fluxes over mixed vegetation areas measured from large aperture scintillometer.” Agric. Water Manage., 58, 109–122.
Irrigation Training and Research Center (ITRC). (2003). ⟨http://www.itrc.org/ETWeb/WBandISHomePage.htm⟩.
Jacob, F., Olioso, A., Gu, X. F., Su, Z., and Seguin, B. (2002). “Mapping surface fluxes using airborne visible, near infrared, thermal infrared remote sensing data and a spatialized surface energy balance model.” Agronomie, 22, 669–680.
Jarvis, P. G. (1976). “The interpretation of the variations in leaf water potential and stomatal conductance found in canopies in the field.” Philos. Trans. R. Soc. London, Ser. B, B273, 593–610.
Jensen, M. E., Burman, R. D., and Allen, R. G. (1990). “Evapotranspiration and irrigation water requirements, ASCE manuals and reports on engineering practice,” No. 70, ASCE, New York.
Kalma, J. D., and Jupp, D. L. B. (1990). “Estimating evaporation from pasture using infrared thermometry: Evaluation of a one-layer resistance model.” Agric. Forest Meteorol., 51, 223–246.
Kijne, J., Barker, R., and Molden, D. (2003). “Water productivity in agriculture: Limits and opportunities for improvement.” CABI Publishing, Wallingford, U.K.
Kite, G. W., and Droogers, P. (2000). “Comparing evapotranspiration estimates from satellites, hydrological models and field data.” J. Hydrol., 229(1-2), 3–18.
Kohsiek, W., Meijninger, W., and de Bruin, H. A. R. (2002). “Long range scintillometry.” Proc., Int. Symp. on Boundary Layer Physics.
Lagouarde, J. P., et al. (2002). “Spatialization of sensible heat flux over a heterogeneous landscape.” Agronomie, 22, 627–633.
Menenti, M. (2000). “Irrigation and drainage.” Chapter 17, Remote sensing in hydrology and water management, Springer, Berlin, 377–400.
Mohamed, Y., Bastiaanssen, W. G. M., and Savenije, H. H. G. (2004). “Spatial variability of evaporation and moisture storage in the swamps of the upper Nile studied by remote sensing techniques.” J. Hydrol., 277, 116–124.
Morse, A., Tasumi, M., Allen, R. G., and Kramber, W. J. (2000). “Application of the SEBAL methodology for estimating consumptive use of water and streamflow depletion in the Bear River basin of Idaho through remote sensing.” Final Rep., Phase I, Submitted to Raytheon Systems, Earth Observation System Data and Information System Project, by Idaho Dept. of Water Resources and Univ. of Idaho.
Murray-Rust, D. H., and Snellen, W. B. (1993). “Irrigation system performance assessment and diagnosis.” International Water Management Institute, Colombo, Sri Lanka.
Nicols, W. E., and Cuenca, R. H. (1993). “Evaluation of the evaporative fraction for parameterization of the surface energy balance.” Water Resour. Res., 29(11), 3681–3690.
Pelgrum, H., and Bastiaanssen, W. G. M. (1996). “An intercomparison of techniques to determine the area-averaged latent heat flux from individual in situ observations: A remote sensing approach using EFEDA data.” Water Resour. Res., 32(9), 2775–2786.
Perry, C. J. (1999). “The IWMI water resources paradigm—Definitions and implications.” Agric. Water Manage., 40, 45–50.
Roerink, G. J. (1995). “SEBAL estimates of the areal patterns of sensible and latent heat fluxes over the HAPEX-Sahel grid, a case study on 18 September 1992.” DLO-Staring Centre Interne Mededeling 364, Alterra, Wageningen.
Schmugge, T. J., Jacob, F., French, A., and Kustas, W. P. (2003). “Surface flux estimates with ASTER thermal infrared data.” ASTER Workshop.
Shuttleworth, W. J., Gurney, R. J., Hsu, A. Y., and Ormsby, J. P. (1989). “FIFE: The variation in energy partioning at surface flux sites, remote sensing and large scale global processes.” Proc., Red Book 186, International Association of Hydrological Sciences (IAHS), Delft, The Netherlands, 67–74.
Simunek, J., Vogel, T., and van Genuchten, M. Th. (1994). “The SWMS̱2D code for simulating water flow and solute transport in two-dimensional variably saturated media.” Version 1.21., Research Rep. No. 132, U.S. Salinity Laboratory, USDA, ARS, Riverside, Calif.
Stewart, J. B. (1988). “Modelling surface conductance of pine forest.” Agric. Forest Meteorol., 43, 19–35.
Stewart, J. B., Kustas, W. P., Humes, K. S., Nichols, W. D., Moran, M. S., and de Bruin, H. A. R. (1994). “Sensible heat flux-radiometric surface temperature relationship from 8 semi-arid areas.” J. Appl. Meteorol., 33, 1110–1117.
Stewart, J. B., Watts, C. J., Rodriguez, J. C., De Bruin, H. A. R., van den Berg, A. R., and Garatuza-Payan, J. (1999). “Use of satellite data to estimate radiation and evaporation for northwest Mexico.” Agric. Water Manage., 38, 181–193.
Sugita, M., and Brutsaert, W. (1990). “Regional surface fluxes from remotely sensed skin temperature and lower boundary layer measurements.” Water Resour. Res., 26(12), 2937–2944.
Tasumi, M. (2003). “Progress in operational estimation of regional evapotranspiration using satellite imagery.” PhD thesis, Dept. Biological and Agricultural Engineering, Univ. Idaho.
Timmermans, W. J., Gieske, A. S., Kustas, W. P., Wolski, P., Arneth, A., and Parodi, G. N. (2003). “Determination of water and heat fluxes with MODIS imagery—Maun, Botswana.” Proc., Int. Symp. SPIE USE V 16 5232-55, SPIE, Bellingham, Wash.
Trezza, R. (2002). “Evapotranspiration using a satellite-based surface energy balance with standardized ground control.” PhD thesis, Dept., Biological and Irrigation Engineering, Utah State Univ.
Troufleau, D., Lhomme, J. P., Monteney, B., and Vidal, A. (1997). “Sensible heat flux and radiometric surface temperature over sparse Sahelian vegetation. I. An experimental analysis of the kB1 parameter.” J. Hydrol., 188–189, 815–838.
Twine, T. E., et al. (2000). “Correcting eddy covariance flux underestimates over a grassland.” Agric. Forest Meteorol., 103, 279–300.
van den Kroonenberg, A. (2003). “Surface flux estimates over an olive yard: SEBAL method applied to NOAA-KLM and Landsat-7,” MS thesis, Wageningen Univ., Dept. of Meterology.
Kustas, W. P., Perry, E. M., Doraiswamy, P. C., and Moran, M. S. (1994). “Using satellite remote sensing to extrapolate evapotranspiration estimates in time and space over a semiarid rangeland basin.” Remote Sens. Environ., 49, 275–286.
Wang, J., Ma, Y., Menenti, M., Bastiaanssen, W. G. M., and Mitsuta, Y. (1995). “The scaling up of land surface processes over a heterogeneous landscape with satellite observations.” J. Meteorol. Soc. Jpn., 73(6), 1235–1244.
Wright, J. L. (1982). “New evapotranspiration crop coefficients.” J. Irrig. Drain. Div., 108(1), 57–74.
Wright, J. L., and Jensen, M. E. (1972). “Peak water requirements of crops in Southern Idaho.” J. Irrig. Drain. Div., 96(1), 193–201.

Information & Authors

Information

Published In

Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 131Issue 1February 2005
Pages: 85 - 93

History

Received: Apr 23, 2003
Accepted: Jan 8, 2004
Published online: Feb 1, 2005
Published in print: Feb 2005

Permissions

Request permissions for this article.

Authors

Affiliations

W. G. M. Bastiaanssen [email protected]
Principal Researcher, WaterWatch, Generaal Foulkesweg 28, 6703 BS, Wageningen, The Netherlands. E-mail: [email protected]
E. J. M. Noordman
Principal Researcher, WaterWatch, Generaal Foulkesweg 28, 6703 BS, Wageningen, The Netherlands.
H. Pelgrum
Senior Scientist, WaterWatch, Generaal Foulkesweg 28, 6703 BS, Wageningen, The Netherlands.
G. Davids
Principal Researcher, Davids Engineering, 1772 Picasso Ave., Suite A, Davis, CA 95616-0550.
B. P. Thoreson
Senior Scientist, Davids Engineering, 1772 Picasso Ave., Suite A, Davis, CA 95616-0550.
R. G. Allen [email protected]
Professor, Univ. of Idaho, Kimberly Research and Extension Center, 3793 North, 3600 East, Kimberly, Idaho. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share