Martin Smith’s research while affiliated with Technical University of Lisbon and other places

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Publications (7)


Crop evapotranspiration estimation with FAO56: Past and future
  • Article

January 2015

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2,271 Reads

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694 Citations

Agricultural Water Management

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Martin Smith

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Dirk Raes

A recommendation on standardized surface resistance for hourly calculation of reference ETO by the FAO56 Penman-Monteith method

March 2006

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1,021 Reads

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707 Citations

Agricultural Water Management

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William O. Pruitt

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James L. Wright

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Continued development of networks of electronic weather stations worldwide has increased the availability of weather data for calculating ETo on an hourly basis. There has been question and debate as well as studies on the appropriate expression and parameterization for the surface resistance (rs) parameter of the Penman-Monteith (PM) equation and the associated coefficient for the reduced form FAO-PM equation when applied hourly. This paper reviews the performance of the FAO-PM method using rs = 70 s m−1 for hourly periods and using a lower rs = 50 s m−1 value during daytime and rs = 200 s m−1 during nighttime. Variability in hour to hour trends in rs among locations and dates makes it difficult, if not impossible, to establish a consistent algorithm for rs. However, the relatively good and consistent accuracy in ETo when using a constant rs = 50 s m−1 during daytime gives good reason to recommend this value as a standardized parameter and coefficient for calculating ETo. Based on a national study in the U.S. and studies by European and American researchers, the authors recommend that the FAO-PM ETo method from FAO56, when applied on an hourly or shorter basis, use rs = 50 s m−1 for daytime and rs = 200 s m−1 for nighttime periods. This use will provide, on average, good agreement with computations made on a 24-h time step basis. No changes are suggested for the FAO-PM method for daily (24-h) time steps, where use of rs = 70 s m−1 should continue.


FAO-56 Dual Crop Coefficient Method for Estimating Evaporation from Soil and Application Extensions

February 2005

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1,848 Reads

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642 Citations

Journal of Irrigation and Drainage Engineering

Crop coefficient curves provide simple, reproducible means to estimate crop evapotranspiration (ET) from weather-based reference ET values. The dual crop coefficient sKcd method of the Food and Agricultural Organization of the United States (FAO) Irrigation and Drainage Paper No. 56 (FAO-56) is intended to improve daily simulation of crop ET by considering separately the contribution of evaporation from soil. The dual method utilizes "basal" crop coefficients representing ET from crops having a dry soil surface and separately predicts evaporation from bare soil based on a water balance of the soil surface layer. Three extensions to the evaporation calculation procedure are described here that are intended to improve accuracy when applications warrant the extra complexity. The first extension uses parallel water balances representing the portion of the soil surface wetted by irrigation and precipitation together and the portion wetted by precipitation alone. The second extension uses three "stages" for surface drying and provides for application to deep cracking soils. The third extension predicts the extraction of the transpiration component from the soil surface layer. Sensitivity and analyses and illustrations indicate moderate sensitivity of daily calculated ET to application of the extensions. The dual Kc procedure, although relatively simple computationally and structurally, estimates daily ET as measured by lysimeter relatively well for periods of bare soil and partial and full vegetation cover.


Fig. 1. General function for soil evaporation reduction coefficient K r , for two-stage linear model ( from Allen et al. 1998 ) 
Table 1 . Typical Readily Evaporable Water REW max and Maximum Total Evaporable Water TEW max for General Soil Classifications
Fig. 2. K c ini versus ET 0 for various days between wetting events for small infiltration depths: TEW ϭ 10 mm and REW ϭ max 2.5,6/ ͑ ET ͒ 0.5 in Eq. 18 from Allen et al. 1998 
Fig. 5. Soil water evaporation data from Snyder et al. (2000) for Holtville silty clay soil and predictions by Snyder et al. (2000), by Fig. 3(b) and by Eq. (18) using a priori determination of total evaporable water and readily evaporable water and setting K c max = 0.95
Fig. 30 ( a ) for coarse textured soil underestimated measurements by Snyder et al. ( 2000 ) for the Superstition sand as shown in Fig. 7. 
Estimating Evaporation from Bare Soil and the Crop Coefficient for the Initial Period Using Common Soils Information
  • Article
  • Full-text available

February 2005

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4,256 Reads

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118 Citations

Journal of Irrigation and Drainage Engineering

The crop coefficient during the initial period K c ini varies with wetting frequency, evaporative demand, and water-holding capacity of the upper soil layer. It is possible to develop a semitheoretical integrated function to predict the average K c ini representing the initial period of a growing season when the soil is mostly bare and that incorporates these three factors. The function is based on a two-stage evaporation function as used in the Food and Agriculture Organization Irrigation and Drainage Paper No. 56 (FAO-56) dual crop coefficient method. Parameters in the integrated equation are soil based and can be calculated a priori without field measurements. The procedure can be used to produce graphical figures similar to that introduced in FAO-24 for K c ini . Similar to FAO-24, the function utilizes the mean time between wetting events and reference evapotranspiration. In this paper, the development of the procedure and figures for K c ini are described. Comparisons with measured evaporation and K c ini in southern California indicate relatively good perfor-mance by the function without calibration.

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Revised FAO Procedures for Calculating Evapotranspiration: Irrigation and Drainage Paper No. 56 with Testing in Idaho

May 2001

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1,098 Reads

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51 Citations

In 1998, the Food and Agriculture Organization of the United Nations (FAO) published FAO Irrigation and Drainage Paper No. 56, a revision of the earlier and widely used Paper No. 24 for calculating evapotranspiration (ET) and crop water requirements. The revision uses a single method, the FAO Penman-Monteith equation, for calculating reference evapotranspiration (ETo). In addition to the "mean" crop coefficient (Kc) values of FAO-24, FAO-56 provides tables of "basal" crop coefficients that represent ET under conditions having a dry soil surface. Associated equations for predicting evaporation from bare soil associated with crop transpiration are based on a water balance of the soil surface layer. Comparisons of daily ET from three agricultural crops are made between lysimeter measured ET and the basal Kc method of FAO-56 and the time-based basal Kc procedure of Wright (1982). Standard errors of estimate and accuracies were similar between the two methods and averaged about 0.77 mm/day or 15%.



Citations (7)


... Additionally, reservoir-related data, including daily reservoir level, elevation-area-capacity tables, characteristics level, storage capacity, canal head releases, spillway information, reservoir type, and reservoir height, were collected from WRD, Dholpur. Soil and crop details pertinent to the study area were obtained from existing literature and the Food and Agriculture Organization (FAO) [30][31][32]. Throughout the study, continuous engagement with farmers, engineers, water resource managers, and technocrats facilitated the acquisition of new plans and strategies. ...

Reference:

Integrated Basin-Scale Modelling for Sustainable Water Management Using MIKE HYDRO Basin Model: A Case Study of Parvati Basin, India
Revised FAO Procedures for Calculating Evapotranspiration: Irrigation and Drainage Paper No. 56 with Testing in Idaho

... To calibrate the model, initial values (standard) of all parameters were used for crop, soil, deep percolation and surface runoff ( Table 2). The calibration methods followed those of Pereira et al. (2015), resulting in the calibrated values also shown in Table 3. ...

Crop evapotranspiration estimation with FAO56: Past and future
  • Citing Article
  • January 2015

Agricultural Water Management

... Our results show that transpiration rates were highest at midday compared to early and late hours during the day. The major driving forces of tree transpiration are soil water content and atmospheric evaporative demand (Gartner et al. 2009), and factors that determine evaporative demand are solar radiation, air temperature, wind speed, and air humidity (Allen et al. 1998;Zhang et al. 2021). The study sites had similar climatic conditions without any significant drought period across the study days; thus, the sap flow could be primarily controlled by evaporative demands (ET 0 ). ...

Crop evapotranspiration-Guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56

... Consequently, the calibration of the model has been performed on the sub-basins of available data on water volumes recorded in daily discharges from gauging stations in 28 sub-basins, which were transformed to volume per unit area and year (Table 4). We have calibrated the watersheds grouping basins according to the similarity of characteristics, resulting in three main zones: Tangier, Loukkous, Mediterranean and Sebou catchments were categorised as 'North' basins; Bouregreg, Oum Er Rabie, Tensift and Souss-Massa as 'Atlantic' basins; and Moulouya, Draa, Guelmim-Tiznit, and Ziz-Rheris as 'Southeast' basins The values of Kc and the Z parameter as well as the areas of the land cover classes were fitted from the SA results to calibrate the "Water Yield" model within the ranges encountered in the review literature (Allen et al., 1998(Allen et al., , 2005. In addition, a comparison of simulation results with observed data was carried out using the mean absolute percentage error (MAPE) (eq. ...

Estimating Evaporation from Bare Soil and the Crop Coefficient for the Initial Period Using Common Soils Information

Journal of Irrigation and Drainage Engineering

... The Penman-Monteith (P-M) model is relatively accurate in calculating reference crop evapotranspiration (ET 0 ) under various climatic conditions [44,45]. It is a formula recommended by the Food and Agriculture Organization (FAO) of the United Nations and widely used domestically and internationally [46]. ...

A recommendation on standardized surface resistance for hourly calculation of reference ETO by the FAO56 Penman-Monteith method
  • Citing Article
  • March 2006

Agricultural Water Management

... The daily weather data included maximum and minimum air temperature (Tmax and Tmin, ºC), global solar radiation (Rs, MJ m -2 per day), wind speed measured at 2 m height (U 2 , m s -1 ), maximum and minimum relative air humidity (RH max and RH min , %), and rainfall (mm). The reference evapotranspiration was computed daily using the FAO-PM (ET o , mm) equation (Allen et al., 1998). ...

Crop Evapotranspiration. Guidelines for Computing Crop Water Requirements

... The Penman-Monteith equation, a recommended approach for incorporating climate factors, rectifies inconsistencies in trends when meteorological elements are excluded [45,46]. Further, according to Mashabatu et al. [34], the FAO-56 coefficient approach by Allen et al. [47] was the most used method across the retrieved studies. Therefore, the current study employed the CROPWAT model to calculate reference evapotranspiration (ETo) using the FAO's Penman-Monteith equation and meteorological data. ...

FAO-56 Dual Crop Coefficient Method for Estimating Evaporation from Soil and Application Extensions
  • Citing Article
  • February 2005

Journal of Irrigation and Drainage Engineering