TECHNICAL PAPERS
Sep 5, 2011

Regional Calibration of Solar Radiation and Reference Evapotranspiration Estimates with Minimal Data in Florida

Publication: Journal of Irrigation and Drainage Engineering
Volume 138, Issue 2

Abstract

Reference evapotranspiration and solar radiation estimation methods that use only measured temperature have been demonstrated to require regional calibration for acceptable performance. This study was conducted to evaluate regional calibration of incoming solar radiation and reference evapotranspiration in Florida, USA. Using satellite-derived estimates of solar radiation and reference evapotranspiration as the standard for comparison, regional calibration of the Hargreaves-Samani solar radiation model and the Turc temperature-based reference evapotranspiration equation were evaluated using monthly temperature data from 22 weather stations in Florida. Station-specific and regional calibration of the Hargreaves-Samani solar radiation model was found to produce comparable results, indicating the validity of this approach in regional calibration of radiation estimates. Using the regionally calibrated radiation estimates, the original Turc equation was found to underestimate reference evapotranspiration, indicating an overall negative bias for the equation in the region. Using the regionally calibrated radiation estimates with the calibrated Turc equation was found to produce comparable error but considerably lower bias compared to the original Turc equation and the original Hargreaves-Samani solar radiation model using coefficients recommended by the Food and Agricultural Organization.

Get full access to this article

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

References

Allen, R. G. (1995). Evaluation procedures for estimating mean monthly solar radiation from air temperature, United Nations Food and Agricultural Organization (FAO), Rome.
Allen, R. G. (1997). “Self-calibrating method for estimating solar radiation from air temperature.” J. Hydrol. Eng., 2(2), 56–67.
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 No. 56, FAO, Rome.
Alley, W. M. (1984). “The Palmer drought severity index: Limitations and assumptions.” J. Clim. Appl. Meteorol., 23(7), 1100–1109.
Amatya, D. M., Skaggs, R. W., and Gregory, J. D. (1995). “Comparison of methods for estimating REF-ET.” J. Irrig. Drain. Eng., 121(6), 427–435.
Annandale, J. G., Jovanic, N. Z., Benade, N., and Allen, R. G. (2002). “Software for missing data error analysis of Penman-Monteith reference evapotranspiration.” Irrig. Sci., 21(2), 57–67.
Ball, R. A., Purcell, L. C., and Carey, S. K. (2004). “Evaluation of solar radiation prediction models in North America.” Agron. J., 96(2), 391–397.
Droogers, P., and Allen, R. G. (2002). “Estimating reference evapotranspiration under inaccurate data conditions.” Irrig. Drain. Syst., 16(1), 33–45.
Edijatno, de Oliveira Nascimento, N., Yang, X., Makhlouf, Z., and Michel, C. (1999). “GR3J: A daily watershed model with three free parameters.” Hydrol. Sci. J., 44(2), 263–277.
Fooladmand, H. R., Zandilak, H., and Ravanan, M. H. (2008). “Comparison of different types of Hargreaves equation for estimating monthly evapotranspiration in the south of Iran.” Arch. Agron. Soil Sci., 54(3), 321–330.
Gavilán, P., Lorite, I. J., Tornero, S., and Berengena, J. (2006). “Regional calibration of Hargreaves equation for estimating reference ET in a semiarid environment.” Agric. Water Manage., 81(3), 257–281.
Hargreaves, G. H. (1994). Simplified coefficients for estimating monthly solar radiation in North America and Europe, Department Paper, Dept. of Biology and Irrigation Engineering, Utah State University, Logan, UT.
Hargreaves, G. H., and Allen, R. G. (2003). “History and evaluation of Hargreaves evapotranspiration equation.” J. Irrig. Drain. Eng., 129(1), 53–63.
Hargreaves, G. H., and Samani, Z. A. (1982). “Estimating potential evapotranspiration.” J. Irrig. Drain. Eng., 108(IR3), 225–230.
Hargreaves, G. H., and Samani, Z. A. (1985). “Reference crop evapotranspiration from temperature.” Trans. ASABE, 1(2), 96–99.
Irmak, S., Allen, R. G., and Whitty, E. B. (2003). “Daily grass and alfalfa-reference evapotranspiration estimates and alfalfa-to-grass evapotranspiration ratios in Florida.” J. Irrig. Drain. Eng., 129(5), 360–370.
Jacobs, J., Mecikalski, J., and Paech, S. (2008). “Satellite-based solar radiation, net radiation, and potential and reference evapotranspiration estimates over Florida.” Technical report submitted to the United States Geological Survey. <http://hdwp.er.usgs.gov/ET/GOES_FinalReport.pdf>.
Jensen, D. T., Hargreaves, G. H., Temesgen, B., and Allen, R. G. (1997). J. Irrig. Drain. Eng., 123(5), 394–400.
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, American Society of Civil Engineers, New York.
Lee, K-H. (2010). “Relative comparison of the local recalibration of the temperature-based evapotranspiration equation for the Korea peninsula.” J. Irrig. Drain. Eng., 136(9), 585–594.
Lindström, G., Johansson, B., Persson, M., Gardelin, M., and Bergström (1997). “Development and test of the distributed HBV-96 hydrologic model.” J. Hydrol., 201(1–4), 272–288.
Martinez, C. J., and Thepadia, M. (2010). “Estimating reference evapotranspiration with minimum data in Florida.” J. Irrig. Drain. Eng., 136(7), 494–501.
Martínez-Cob, A., and Tejero-Juste, M. (2004). “A wind-based qualitative calibration of the Hargreaves ETo estimation equation in semiarid regions.” Agric. Water Manage., 64(3), 251–264.
Melillo, J. M., McGuire, A. D., Kicklighter, D. W., Moore, B., Vorosmarty, C. J., and Schloss, A. L. (1993). “Global climate change and terrestrial net primary production.” Nature, 363(6426), 234–240.
Menne, M. J., Williams, C. N., Jr., and Vose, R. S. (2009). “The U.S. historical climatology network monthly temperature data, version 2.” Bull. Am. Meteorol. Soc., 90(7), 993–1007.
Otkin, J. A., Anderson, M. C., Mecikalski, J. R., and Diak, G. R. (2005). “Validation of GOES-based insolation estimates using data from the US climate reference network.” J. Hydrometeorol., 6(4), 460–475.
Paech, S. J. et al. (2009). “A calibrated, high-resolution GOES satellite solar insolation product for a climatology of Florida evapotranspiration.” J. Am. Water Resour. Assoc., 45(6), 1328–1342.
Palmer, W. C. (1965). “Meteorological droughts.” U.S. Department of Commerce Weather Bureau Research Paper 45, U.S. Dept. of Commerce, Washington, DC, 58.
Parton, W. J., et al. (1993). “Observations and modeling of biomass and soil organic matter dynamics for the grassland biome worldwide.” Glob Biogeochem. Cycles, 7(4), 785–809.
Pinker, R. T., Frouin, R., and Li, Z. (1995). “A review of satellite methods to derive surface shortwave irradiance.” Remote Sens. Environ., 51(1), 108–124.
Popova, Z., Kercheva, M., and Pereira, L. S. (2006). “Validation of the FAO methodology for computing ETo with limited data, application to South Bulgaria.” Irrig. Drain., 55(2), 201–215.
Samani, Z. (2000). “Estimating solar radiation and evapotranspiration using minimum climatological data.” J. Irrig. Drain. Eng., 126(4), 265–267.
Schmetz, J. (1989). “Towards a surface radiation climatology. Retrieval of downward irradiance from satellites.” Atmos. Res., 23(3-4), 287–321.
Stöckle, C. O., Kjelgaard, J., and Bellocchi, G. (2004). “Evaluation of estimated weather data for calculating Penman-Monteith reference crop evapotranspiration.” Irrig. Sci., 23(1), 39–46.
Temesgen, B., Eching, S., Davidoff, B., and Frame, K. (2005). “Comparison of some reference evapotranspiration equations for California.” J. Irrig. Drain. Eng., 131(1), 73–84.
Trajkovic, S. (2005). “Temperature-based approaches for estimating reference evapotranspiration.” J. Irrig. Drain. Eng., 131(4), 316–323.
Trajkovic, S. (2007). “Hargreaves versus Penman-Monteith under humid conditions.” J. Irrig. Drain. Eng., 133(1), 38–42.
Turc, L. (1961). “Evaluation des besoins en eau d’irrigation, evapotranspiration potentielle, formule climatique simplifice et mise a jour.” Ann. Agron., 12(1), 13–49.
Vanderlinden, K., Giráldez, J. V., and Van Meirvenne, M. (2004). “Assessing reference evapotranspiration by the Hargreaves method in southern Spain.” J. Irrig. Drain. Eng., 130(3), 184–191.
Vincente-Serrano, S. M., Beguería, S., López-Moreno, J. I., Angulo, M., and El Kenawy, A. (2010). “A new global 0.5° gridded dataset (1901–2006) of a multiscalar drought index: Comparison with current drought index datasets based on the Palmer drought severity index.” J. Hydrometeorol., 11(4), 1033–1043.
Vörösmarty, C. J., Federer, C. A., and Schloss, A. L. (1998). “Potential evaporation functions compared on US watersheds: Possible implications for global-scale water balance and terrestrial ecosystem modeling.” J. Hydrol., 207(3–4), 147–169.
Yoder, R. E., Odhiambo, L. O., and Wright, W. C. (2005). “Evaluation of methods for estimating daily reference crop evapotranspiration at a site in the humid southeast United States.” Appl. Eng. Agric., 21(2), 197–202.

Information & Authors

Information

Published In

Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 138Issue 2February 2012
Pages: 111 - 119

History

Received: Dec 28, 2010
Accepted: Jun 23, 2011
Published online: Sep 5, 2011
Published in print: Feb 1, 2012

Permissions

Request permissions for this article.

Authors

Affiliations

Mayank Thepadia
Graduate Assistant, Dept. of Agricultural and Biological Engineering, Institute of Food and Agricultural Sciences, Univ. of Florida, P.O. Box 110570, Gainesville, FL 32611.
Christopher J. Martinez, A.M.ASCE [email protected]
Assistant Professor, Dept. of Agricultural and Biological Engineering, Institute of Food and Agricultural Sciences, Univ. of Florida, P.O. Box 110570, Gainesville, FL 32611 (corresponding author). 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