OTHER TECHNICAL PAPERS
Feb 12, 2009

Predicting Incoming Solar Radiation and Its Application to Radiation-Based Equation for Estimating Reference Evapotranspiration

Publication: Journal of Irrigation and Drainage Engineering
Volume 135, Issue 5

Abstract

This paper presents an inverse square weighted interpolation for predicting the incoming solar radiation (Rs) from nearby weather stations. The predicted Rs is applied to the well-known Priestley-Taylor equation for estimating reference evapotranspiration (ETo) . This cross-validation estimated bias and error in the final model predictions of the Rs and ETo at the 21 meteorological weather stations in Korea Peninsula. The coefficient of determination and the root-mean-square error (RMSE) for monthly estimates of Rs was in the range of 0.83–0.95 and 17.9076.34MJm2day1 , respectively. The RMSE for monthly estimate of ETo values at inland and coastal areas was 11.08 and 15.01 mm respectively. The estimates of ETo using thus predicted Rs to provide reasonable accuracy. The study can provide further useful guidelines for crop production, water resources conservation, irrigation scheduling, and environmental assessment.

Get full access to this article

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

References

Allen, R. G. (1995). “Evaluation of procedure for estimating mean monthly solar radiation from air temperature.” Rep., United Nations Food and Agricultural Organization, FAO, Rome.
Allen, R. G. (1996). “Assessing integrity of weather data for reference evapotranspiration estimation.” J. Irrig. Drain. Eng., 122(2), 97–106.
Allen, R. G. (1997). “Self-calibrating method for estimating solar radiation from air temperature.” J. Hydrologic Eng., 2(2), 56–67.
Allen, R. G., and Brockway, C. E. (1983). “Estimating consumptive use on a statewide basis.” Proc., 1983 Irrigation and Drainage Specialty Conf., ASCE, New York.
Allen, R. G., Pereira, L. S., Raes, D., and Smith, M. (1998). “Crop evapotranspiration: Guidelines for computing crop requirements.” Irrigation and drainage paper 56, United Nations Food and Agricultural Organization, FAO, Rome.
Brustaert, W. (1991). Evaporation into the atmosphere, theory, history and application, Kluwer, Dordrecht, The Netherlands.
Burba, G. G., and Verma, S. B. (2005). “Seasonal and interannual variability in evapotranspiration of native tallgrass prairie and cultivated wheat ecosystem.” Agric. For. Meteorol., 135, 190–201.
De Bruin, H. A. R., and Keijman, J. Q. (1979). “The Priestley-Taylor evaporation model applied to a large, shallow lake in The Netherlands.” J. Appl. Meteorol., 18, 898–903.
Doorenbos, J., and Pruitt, W. O. (1977). “Guidelines for predicting crop water requirements.” FAO irrigation and drainage paper 24, United Nations Food and Agricultural Organization, FAO, Rome.
Gavilan, P., Lorite, I. J., Tornero, L. S., and Berengena, J. (2006). “Regional calibration of HE for estimating reference ET in a semiarid environment.” Agric. Water Manage., 81, 257–281.
Gunston, H., and Batchelor, C. H. (1983). “A comparison of the Priestly-Taylor and Penman methods for estimating reference crop evapotranspiration in tropical countries.” Agric. Water Manage., 6, 65–77.
Irmak, S., Allen, R. G., and Whitty, E. B. (2003a). “Daily grass and alfalfa-reference-evapotranpiration calculations as part of the ASCE standardization effort.” J. Irrig. Drain. Eng., 129(5), 360–370.
Irmak, S., Irmak, A., Allen, R. G., and Jones, J. W. (2003b). “Solar and net radiation-based equations to estimate reference evapotranspiration in humid climates.” J. Irrig. Drain. Eng., 129(5), 336–347.
Irmak, S., Irmak, A., Jones, J. W., Howell, T. A., Jacobs, J. M., Allen, R. G., and Hoogenboom, G. (2003c). “Predicting daily net radiation using minimum climatological data.” J. Irrig. Drain. Eng., 129(4), 256–269.
Nandagiri, L., and Kovoor, G. M. (2004). “Performance evaluation of reference evapotranspiration equations across a range of Indian climates.” J. Irrig. Drain. Eng., 132(3), 251–264.
Pauwels, V. R. N., and Samson, R. (2006). “Comparison of different methods to measure and model actual evapotranspiration rates for a wet sloping grassland.” Agric. Water Manage., 82, 1–24.
Penman, H. L. (1948). “Natural evaporation from open water, bare soil and grass.” Proc. R. Soc. London, Ser. A, 193, 120–145.
Pereira, A. R. (2004). “The Priestley-Taylor parameter and the decoupling factor for estimating reference evapotranspiration.” Agric. For. Meteorol., 125, 305–313.
Priestley, C. H. B., and Taylor, R. J. (1972). “On the assessment of surface heat flux and evaporation using large-scale parameters.” Mon. Weather Rev., 100(2), 81–92.
Samani, Z. A. (2000). “Estimating solar radiation and evapotranspiration using minimum climatological data.” J. Irrig. Drain. Eng., 126(4), 265–267.
Shuttleworth, W. J., and Calder, I. R. (1979). “Has the Priestley-Taylor equation any relevance to the forest evaporation?” J. Appl. Meteorol., 18, 639–646.
Stagnitti, F., Parlange, J. Y., and Rose, C. W. (1989). “Hydrology of a small wet catchment.” Hydrol. Process., 3, 137–150.
Suleiman, A. A., and Hoogenboom, G. (2007). “Comparison of Priestley-Talyor and FAO-56 Penman-Monteith for daily reference evapotranspiration estimation in Georgia.” J. Irrig. Drain. Eng., 133(2), 175–182.
Temegsen, B., Allen, R. G., and Jensen, D. T. (1999). “Adjusting temperature parameters to reflect well-watered conditions.” J. Irrig. Drain. Eng., 125(1), 26–33.
Thornton, P. E., and Running, S. W. (1999). “An improved algorithm for estimating incident solar radiation from measurements of temperature, humidity, and precipitation.” Agric. For. Meteorol., 93, 211–228.
Trajkovic, S. (2007) “Hargreaves versus Penman-Monteith under humid conditions.” J. Irrig. Drain. Eng., 133(1), 38–42.
Utset, A., Farre, I., Martinez-Cob, A., and Cavero, J. (2004). “Comparing Penman-Monteith and Priestley-Taylor approaches as reference-evapotranspiration inputs for modeling maize water use under Mediterranean conditions.” Agric. Water Manage., 66(3), 205–219.
Vanderlinden, K., Giraldez, J. V., and Meirvenne, M. V. (2004). “Assessing reference evapotranspiration by the Hargreaves methods in southern Spain.” J. Irrig. Drain. Eng., 130(3), 184–191.

Information & Authors

Information

Published In

Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 135Issue 5October 2009
Pages: 609 - 619

History

Received: May 26, 2008
Accepted: Feb 9, 2009
Published online: Feb 12, 2009
Published in print: Oct 2009

Permissions

Request permissions for this article.

Authors

Affiliations

Khil-Ha Lee [email protected]
Research Scientist, KORDI, 1270 Sa-2dong, Sangrok-gu, Ansan-si, Gyunggi-do, 426-744, South Korea (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