Case Studies
May 13, 2017

Long-Term Simulations of the Hydrology for Sugarcane Fields in the Humid Tropics: Case Study on Guyana’s Coastland

Publication: Journal of Irrigation and Drainage Engineering
Volume 143, Issue 8

Abstract

A 4.2-ha sugarcane field in Guyana was instrumented to measure hydrometeorological variables and water table depths in order to calibrate DRAINMOD. The model performs favorably, with a Nash–Sutcliffe model efficiency (NSE) of 0.72, index of agreement (IoA) of 0.92, mean absolute error (MAE) of 16.5 cm and percentage bias (PBIAS) of 1.0%. DRAINMOD is then used for long-term simulations of the field hydrology using historical climate data. The simulated field discharges are used to compute average drainage rates (DR) for five durations (1-day,2-day,,5-day). The annual maximum drainage rates for each of the five durations are then fitted to the Gumbel distribution (EV1) for frequency analysis. The return period for an average 3-day (DR3) duration drainage event is estimated, and it is shown that the historical design drainage coefficients (3550  mmday1) used for surface drainage systems in sugarcane fields along Guyana’s coastland have return periods ranging from 1 in 2 years to 1 in 5 years. These return periods are within recommended values commonly used for agricultural drainage systems.

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Acknowledgments

Logistical support and access to the experimental site was provided by the Guyana Sugar Corporation (GuySuCo). Technical assistance from Kenton Ollivierre, Research Associate, McGill University is gratefully acknowledged. Financial support for the project was provided by McGill University. Historical climate records were provided by the Hydrometeorological Services, Ministry of Agriculture (Guyana). This work was carried out with the aid of a grant from the International Development Research Centre (IDRC), Ottawa, Ontario, Canada, and with the financial support of the Government of Canada provided through Global Affairs Canada (project number 106525-002). Finally, the authors are very grateful for the reviewers’ comments throughout the peer review process.

Disclaimer

All trade names or commercial products mentioned are solely for the information of the reader and does not constitute an endorsement or recommendation for use by McGill University or the authors.

References

Allen, G. R. (1996). “Assessing integrity of weather data for reference evapotranspiration estimation.” J. Irrig. Drain. Eng., 97–106.
Allen, G. R., Pereira, S. L., Raes, D., and Smith, M. (1998). Crop Evapotranspiration: Guidelines for computing crop water requirements, Food and Agricultural Organization of the United Nations, Rome.
Amatya, D. M., Sun, G., Skaggs, R. W., and Trettin, C. C. (2003). “Testing of DRAINMOD for forested watershed with non-pattern drainage.”, ASCE, St. Joseph, MI.
ASTM. (1998). “Standard test methods for laboratory determination of water (moisture) content of soil and rock by mass.” ASTM D2216, West Conshohocken, PA.
ASTM. (2000a). “Standard test method for liquid limit, plastic limit, and plasticity index of soils.” ASTM D4318, West Conshohocken, PA.
ASTM. (2000b). “Standard test methods for density of soil in place by the drive-cylinder method.” ASTM D2937, West Conshohocken, PA.
ASTM. (2002a). “Standard test methods for determination of the soil water characteristic curve for desorption using a hanging column, pressure extractor, chilled mirror hygrometer, and/or centrifuge.” ASTM D6836, West Conshohocken, PA.
ASTM. (2002b). “Standard test methods for specific gravity of soil solids by water pycnometer.” ASTM D854, West Conshohocken, PA.
ASTM. (2007). “Standard test method for particle-size analysis of soils.” ASTM D422, West Conshohocken, PA.
Battie Laclau, P., and Laclau, J.-P. (2009). “Growth of the whole root system for a plant crop of sugarcane under rainfed and irrigated environments in Brazil.” Field Crops Res., 114(3), 351–360.
Beers, W. F. J. V. (1983). “The auger hole method: A field measurement of the hydraulic conductivity of soil below the water table.”, International Institute for Land Reclamation and Improvement, Wageningen, Netherlands.
Bodhaine, G. L. (1968). Measurement of peak discharge at culverts by indirect methods: Techniques of water-resources investigations of the U.S. geological survey, 5th Ed., U.S. Geological Survey, Denver.
Carter, C. E., Fouss, J. L., and McDaniel, V. (1988). “Water management increases sugarcane yields.” Trans. ASAE, 31(2), 503–507.
Chow, V. T., Maidment, D. R., and Mays, L. W. (1988). Applied hydrology, McGraw-Hill, Singapore.
Daggupati, P., et al. (2015). “A recommended calibration and validation strategy for hydrologic and water quality models.” Trans. ASABE, 58(6), 1705–1719.
Dalrymple, O. K., and Pulwarty, R. S. (2006). “Sea-level rise implications for the coast of Guyana: Sea walls and muddy coasts.” Proc., 4th Latin American and Caribbean Conf. for Engineering and Technology, Puerto Rico.
Eastwood, D. (2009). Agriculture operations guidelines, Guyana Sugar Corporation (GuySuCo), Ogle, Guyana.
Gayle, G. A., Skaggs, R. W., and Carter, C. E. (1985). “Evaluation of a water management model for a Louisiana sugar cane field.” Am. Soc. Sugar Cane Technol., 4, 18–28.
He, X., Vepraskas, M. J., Skaggs, R. W., and Lindbo, D. L. (2002). “Adapting a drainage model to simulate water table levels in coastal plain soils.” Soil Sci. Soc. Am. J., 66(5), 1722–1731.
Inman-Bamber, N. G., and McGlinchey, M. G. (2003). “Crop coefficients and water-use estimates for sugarcane based on long-term Bowen ratio energy balance measurements.” Field Crops Res., 83(2), 125–138.
Jabro, J. D. (1992). “Estimation of saturated hydraulic conductivity of soils from particle size distribution and bulk density data.” ASAE, 35(2), 557–560.
Lakhan, V. C. (1994). “Planning and development experiences in the coastal zone of Guyana.” Ocean Coastal Manage., 22(3), 169–186.
Legates, D. R., and McCabe, G. J. (1999). “Evaluating the use of ‘goodness-of-fit’ measures in hydrologic and hydroclimatic model validation.” Water Resour. Res., 35(1), 233–241.
Malone, R. W., et al. (2015). “Parameterization guidelines and considerations for hydrologic models.” Trans. ASABE, 58(6), 1681–1703.
Moriasi, D. N., Arnold, J. G., Vasquez-Amabile, G. G., Engel, B. A., and Rossi, C. G. (2009). “Incorporation of a new shallow water table depth algorithm into SWAT 2005.” Trans. ASABE, 52(3), 771–784.
Moriasi, D. N., Wilson, B. N., Douglas-Mankin, K. R., Arnold, J. G., and Gowda, P. H. (2012). “Hydrologic and water quality models: Use, calibration and validation.” Trans. ASABE, 55(4), 1241–1247.
Nash, J. E., and Sutcliffe, J. V. (1970). “River flow forecasting through conceptual models. I: A discussion of principles.” J. Hydrol., 10(3), 282–290.
Potter K. (1970). An appraisal of the hydrology and climate of Guyana: Land use study, Supplemental Paper #1, Hydrometeorological Services, Georgetown, Guyana.
Raes, D. (2012). The ETo calculator version 3.2: Reference manual, Food and Agricultural Organization of the United Nations, Rome.
Skaggs, R. W. (1978). “A water management model for shallow water table soils.”, North Carolina State Univ., Water Resources Research Institute, Raleigh, NC.
Skaggs, R. W. (1980). DRAINMOD reference report: Methods for design and evaluation of drainage-water management systems for soils with high water tables, USDA-SCS, South National Technical Center, Fort Worth, TX.
Skaggs, R. W., Youssef, M. A., and Chescheir, G. M. (2012). “DRAINMOD: Model use, calibration and validation.” Trans. ASABE, 55(4), 1509–1522.
Smith, D. M., Inman-Bamber, N. G., and Thorburn, P. J. (2005). “Growth and function of the sugarcane root system.” Field Crops Res., 92(2–3), 169–183.
Steele, J. G. (1966). Soil surveys: Report to the government of Guyana, Food and Agriculture Organization of the United Nations, Rome.
Thornthwaite, C. W. (1948). “An approach toward a rational classification of climate.” Geog. Rev., 38(1), 55–94.
UNDAC (United Nations Disaster Assessment and Coordination). (2005). Guyana floods: Geotechnical and hydraulic assessment of the East Demerara Eater Conservancy dam, Geneva.
Wang, X., Frankenberger, J. R., and Kladivko, E. J. (2006). “Uncertainties in DRAINMOD predictions of subsurface drain flow for an Indiana silt loam using the GLUE methodology.” Hydrol. Processes, 20(14), 3069–3084.
Willmott, C. J. (1981). “On the validation of models.” Phys. Geogr., 2(2), 184–194.
Willmott, C. J., Robeson, S. M., and Matsuura, K. (2012). “Short communication: A refined index of model performance.” Int. J. Climatol., 32(13), 2088–2094.
Yang, X. (2008). “Evaluation and application of DRAINMOD in an Australian sugarcane field.” Agric. Water Manage., 95(4), 439–446.

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Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 143Issue 8August 2017

History

Received: Jun 13, 2016
Accepted: Feb 23, 2017
Published online: May 13, 2017
Published in print: Aug 1, 2017
Discussion open until: Oct 13, 2017

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Authors

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Graduate Student, Dept. of Bioresource Engineering, McGill Univ., 21111 Lakeshore Rd., Ste-Anne-de-Bellevue, QC, Canada H9X 3V9 (corresponding author). ORCID: https://orcid.org/0000-0002-7751-8671. E-mail: [email protected]
C. A. Madramootoo [email protected]
Professor, Dept. of Bioresource Engineering, McGill Univ., 21111 Lakeshore Rd., Ste-Anne-de-Bellevue, QC, Canada H9X 3V9. E-mail: [email protected]

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