Evaluation of the Penman-Monteith (FAO 56 PM) Method for Calculating Reference Evapotranspiration Using Limited Data

Reference evapotranspiration (ETo) is often calculated using the Penman-Monteith (FAO 56 PM; Allen et al 1998) method, which requires data on temperature, relative humidity, wind speed, and solar radiation. But in high-mountain environments, such as the Andean páramo, meteorological monitoring is limited and high-quality data are scarce. Therefore, the FAO 56 PM equation can be applied only through the use of an alternative method suggested by the same authors that substitutes estimates for missing data. This study evaluated whether the FAO 56 PM method for estimating missing data can be effectively used for páramo landscapes in the high Andes of southern Ecuador. Our investigation was based on data from 2 automatic weather stations at elevations of 3780 m and 3979 m. We found that using estimated wind speed data has no major effect on calculated ETo but that if solar radiation data are estimated, ETo calculations may be erroneous by as much as 24%; if relative humidity data are estimated, the error may be as high as 14%; and if all data except temperature are estimated, errors higher than 30% may result. Our study demonstrates the importance of using high-quality meteorological data for calculating ETo in the wet páramo landscapes of southern Ecuador.

[1]  H. Rees,et al.  Validating Evapotranspiraiton Equations Using Bowen Ratio in New Brunswick, Maritime, Canada , 2008, Sensors.

[2]  Wouter Buytaert,et al.  Human impact on the hydrology of the Andean páramos , 2006 .

[3]  M. Exner-Kittridge,et al.  Case Study on the Accuracy and Cost/Effectiveness in Simulating Reference Evapotranspiration in West-Central Florida , 2010 .

[4]  J. Feyen,et al.  The Hydrology of Tropical Andean Ecosystems: Importance, Knowledge Status, and Perspectives , 2009 .

[5]  Ali Rahimikhoob,et al.  An Evaluation of Four Reference Evapotranspiration Models in a Subtropical Climate , 2012, Water Resources Management.

[6]  Gabriel B. Senay,et al.  Water balance dynamics in the Nile Basin , 2009 .

[7]  Jan Feyen,et al.  Night Irrigation Reduction for Water Saving in Medium-Sized Systems , 2003 .

[8]  Richard G. Allen,et al.  Dynamics of reference evapotranspiration in the Bolivian highlands (Altiplano) , 2004 .

[9]  A. Rinaldo,et al.  Ecohydrology of Terrestrial Ecosystems , 2010 .

[10]  Martin Beniston,et al.  Mountain Weather and Climate: A General Overview and a Focus on Climatic Change in the Alps , 2006, Hydrobiologia.

[11]  R. Allen,et al.  Software for missing data error analysis of Penman-Monteith reference evapotranspiration , 2002, Irrigation Science.

[12]  Slavisa Trajkovic,et al.  Evaluation of Reference Evapotranspiration Equations Under Humid Conditions , 2009 .

[13]  Joshua B. Fisher,et al.  ET come home: potential evapotranspiration in geographical ecology , 2011 .

[14]  Clyde W. Fraisse,et al.  Evaluation of Methodologies to Estimate Reference Evapotranspiration in Florida , 2010 .

[15]  C. Martinez,et al.  Estimating Reference Evapotranspiration with Minimum Data in Florida , 2010 .

[16]  C. P. Jacovides,et al.  Statistical procedures for the evaluation of evapotranspiration computing models , 1995 .

[17]  Richard G. Allen,et al.  Estimating Reference Evapotranspiration Under Inaccurate Data Conditions , 2002 .

[18]  L. S. Pereira,et al.  Crop evapotranspiration : guidelines for computing crop water requirements , 1998 .

[19]  R. E. Yoder,et al.  Evaluation Of Methods For Estimating Daily Reference Crop Evapotranspiration At A Site In The Humid Southeast United States , 2005 .

[20]  Wenzhao Liu,et al.  Spatiotemporal characteristics of reference evapotranspiration during 1961-2009 and its projected changes during 2011-2099 on the Loess Plateau of China , 2012 .

[21]  S. Zou,et al.  Sensitivity of the reference evapotranspiration to key climatic variables during the growing season in the Ejina oasis northwest China , 2013, SpringerPlus.

[22]  Richard G. Allen,et al.  Assessing Integrity of Weather Data for Reference Evapotranspiration Estimation , 1996 .

[23]  R. López-Urrea,et al.  Testing evapotranspiration equations using lysimeter observations in a semiarid climate , 2006 .

[24]  J. McDonnell,et al.  The hydrology of the humid tropics , 2012 .

[25]  Claudio O. Stöckle,et al.  Evaluation of estimated weather data for calculating Penman-Monteith reference crop evapotranspiration , 2004, Irrigation Science.

[26]  Milan Gocic,et al.  Software for estimating reference evapotranspiration using limited weather data , 2010 .

[27]  C. Körner,et al.  How accurately can minimum temperatures at the cold limits of tree species be extrapolated from weather station data , 2014 .

[28]  L. Hannah,et al.  Assessing the vulnerability of species richness to anthropogenic climate change in a biodiversity hotspot , 2002 .

[29]  Luis S. Pereira,et al.  Validation of the FAO methodology for computing ETo with limited data. Application to south Bulgaria , 2006 .

[30]  William F. Ritter,et al.  Journal of Irrigation and Drainage Engineering , 1983 .

[31]  Minha Choi,et al.  Error assessment of climate variables for FAO-56 reference evapotranspiration , 2011 .

[32]  M. Jabloun,et al.  Evaluation of FAO-56 methodology for estimating reference evapotranspiration using limited climatic data Application to Tunisia , 2008 .

[33]  Wouter Buytaert,et al.  Analysis of the Water Balance of Small Páramo Catchments in South Ecuador , 2006 .

[34]  Terry J. Gillespie,et al.  Evaluation of FAO Penman-Monteith and alternative methods for estimating reference evapotranspiration with missing data in Southern Ontario, Canada , 2010 .

[35]  H. R. Fooladmand,et al.  Spatial and temporal calibration of Hargreaves equation for calculating monthly ETo based on Penman‐Monteith method , 2007 .

[36]  Ozgur Kisi,et al.  Fuzzy Genetic Approach for Estimating Reference Evapotranspiration of Turkey: Mediterranean Region , 2013, Water Resources Management.

[37]  Junzeng Xu,et al.  Evaluation and calibration of simple methods for daily reference evapotranspiration estimation in humid East China , 2013 .

[38]  Marvin E. Jensen,et al.  Operational estimates of reference evapotranspiration , 1989 .

[39]  R. Vazquez,et al.  Prediction limits of a catchment hydrological model using different estimates of ETp , 2014 .

[40]  George H. Hargreaves,et al.  Reference Crop Evapotranspiration from Temperature , 1985 .

[41]  Slavisa Trajkovic,et al.  Estimating Reference Evapotranspiration Using Limited Weather Data , 2009 .

[42]  Hossein Tabari,et al.  Evaluation of Reference Crop Evapotranspiration Equations in Various Climates , 2010 .

[43]  Baanda A. Salim,et al.  Performance of Two Temperature-Based Reference Evapotranspiration Models in the Mkoji Sub-Catchment in Tanzania , 2006 .

[44]  B. Ababaei Are Weather Generators Robust Tools to Study Daily Reference Evapotranspiration and Irrigation Requirement? , 2014, Water Resources Management.

[45]  Chong-Yu Xu,et al.  Sensitivity of the Penman–Monteith reference evapotranspiration to key climatic variables in the Changjiang (Yangtze River) basin , 2006 .