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Evaluation of Meteorological Elements Used for Reference Evapotranspiration Calculation of FAO Penman-Monteith Model

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FFA AO O P Peennm maann--M Moonntteeiitthh

Evaluation of Meteorological Elements Used for Reference Evapotranspiration Calculation of FAO Penman-Monteith Model

*· · · 1

Seung-Oh Hur*, Kang-Ho Jung, Sang-Keun Ha and Jeong-Gyu Kim1

, 1

Soil Management Division, National Institute of Agricultural Science & Technology, RDA, Suwon 441-707, Korea

1Division of Environmental Science and Ecological Engineering, Korea University, Seoul 136-701, Korea

The exact estimation of crop evapotranspiration containing reference or potential evapotranspiration is necessary for decision of crop water requirements. This study was carried out for the evaluation and application of various meteorological elements used for the calculation of reference evapotranspiration (RET) by FAO Penman- Monteith (PM) model. Meteorological elements including temperature, net radiation, soil heat flux, albedo, relative humidity, wind speed measured by meteorological instruments are required for RET calculation by FAO PM model. The average of albedo measured for crop growing period was 0.20, ranging from 0.12 to 0.23, and was slightly lower than 0.23. Determinant coefficients by measured albedo and green grass albedo were 0.97, 0.95 and standard errors were 0.74, 0.80 respectively. Usefulness of deductive regression models was admitted. To assess an influence of soil heat flux (G) on FAO PM, RET with G=0 was compared with RETs using G at 5cm soil depth (G5cm) and G at surface (G0cm). As the results, RET estimated by G=0 was well agreed with RET calculated by measured G. Therefore, estimated net radiation, G=0 and albedo of green grass could be used for RET calculation by FAO PM.

Key words : Evapotranspiration, Reference Evapotranspiration, Albedo, Net Radiation, Soil Heat Flux

(ET)

.

.

(Allen, 1986; Allen and Pruitt, 1986; Hanks, 1974;

Jensen et al., 1970; Jansen et al., 1990; Ritchie, 1972;

Ritchie and Burnett, 1968).

(Yoo, 2000) Penman , Penman , Pan , Blaney- Criddle , FAO Penman-Monteith(FAO PM)

.

. Penman (PET) (Lee, 1973),

(Jo, 1974) Pan (Lee, 1972), Christiasen (Lee, 1973)

. , 1981

(Im et al., 1982; Im and Yoo, 1986; Lee et al., 1988; Oh et al., 1996a; Oh et al., 1996b)

,

(Eom et al., 1999). ,

Pan Penmann

: 2006. 7. 18 : 2006. 8. 21

* : Phone: +82312900273, E-mail: [email protected]

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,

(FAO, 1998)

. ,

SWAT BASIN

, FAO PM

(FAO, 1998). , FAO

Penman-Monteith FAO PM

.

(PET) FAO PM

RET(Reference Evapo-Transpiration)

. · , , ,

1m .

2ha 50 m ,

17%

(coarse loamy, mesic family of Typic Dystrudepts) . ,

1.23 g·cm-3 .

(70

15 cm) 2003 5 26

8 25 .

880 mm . 3m

(HMP 35C, Vaisala Inc., Finland) 0.05, 0.1, 0.2, 0.3, 0.4 m

(PT 100)

(Model HFT-3,

REBS, USA) .

(Model 240-8101, NovaLynx Corp., USA) (Model 240-100, NovaLynx Corp., USA) .

1

(Model DT 600, Data Taker, Australia)

, 60

FAO PM RET

.

FAO Penman-Monteith Method

FAO PM Blaney-Criddle Penman

, Hargreaves 1 10

, 1

PET RET

(Kashyap et al, 2001).

FAO PM (①)

λ RET

(②) .

, ET0 RET{mm·day-1] Rn

[MJ·m-2day-1], G [MJ·m-2day-1] . T [℃], U2 2m

[m·s-1] es [kPa] ea

[kPa] . Δ

[kPa·℃-1] , γ psychrometric [kPa·℃-1] (P) (0.665·10-3·P)

.

① ② RET

.

Rn = Rns - Rnl = (1 - α)·Rs - Rnl

, (Rns)

(Rnl) .

③ (albedo, α)

(Rs) . ③

④ .

(es - ea) Δ(Rn - G)+ρa·cp·

ra

λET = ① rs

Δ+γ

(

1+

)

ra

0.48[Rn- G]+γ·

( )

900 ·U2·(es- ea) T+273

ET0= ② Δ+γ·(1+0.34·U2)

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, σ - 2.043×10-10 [MJ·m-2 hour-1 K-4] Tmax [oK], Tmin [oK], Rso

[MJ·m-2 day-1] ⑤

.

Rso= [0.75+(2×10-5)·z]Ra

, Ra [MJ·

m-2 day-1] z (

) Ra

.

, Gsc 0.0820[MJ·m-2 min-1]

, dr , δ

[rad], ψ [rad], ωs [rad]

dr ωs ⑦, ⑧, ⑨

, J .

canopy , ( , 1999). Fig. 1

.

2003 6 3 8 21

0.20 0.23, 0.12 .

0.2∼

0.25 (FAO, 1998), FAO PM

③ 0.23

. ,

③ . Fig. 2

( ) (

) ③ ④∼⑨

T4max,K+ T4max,K Rs

Rnl

( )

(0.34-0.14 ea)

(

1.35 -0.35

)

2 Rso

24·60

Ra = ·Gsc·dr·(ωs·sin(ψ)sin(δ) π

+cos(ψ)cos(δ)sin(ωs)) ⑥

dr = 1+0.033·cos

(

2πJ

)

⑦ 365

δ= 0.409·sin

(

2π J - 1.39

)

⑧ 365

ωs = arccos(-tan(ψ)tan(δ)) ⑨

Fig. 1. Daily change of albedo by grass growth (2003. 6. 3~8.

21).

Fig. 2. Comparison of net radiation (Rn) with albedo measured in grass canopy (left) and fixed albedo (right).

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.

0.97, 0.74 ,

0.23

0.95, 0.80 p

0.001

.

0.06

. ,

③ α

0.23

·

.

RET

FAO PM

.

FAO PM . Fig. 3

, 5cm

(G5cm) ( ,

2004) (G0cm) ②

RET 0 (G=0) RET

. G=0

RET G5cm RET 3-5mm

, (G0cm)

RET 5mm

0.21 0.1

. FAO PM

① ②

RET .

RET FAO PM RET

Figure 4

RET 0

RET(Ⅰ),

RET(Ⅱ), (0.23)

RET(Ⅲ) . Table 1

Fig. 4 . Ⅰ

Fig. 3 , Ⅱ Ⅲ

Fig. 3. Comparisons of RET between G5cm, G0cmand G=0.

Fig. 4. Comparison of various RET calculated by meteorological data

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p RET RET

RET 3mm

Ⅱ Ⅲ ③∼

⑨ RET

Table 1 RET .

FAO

Penman- Monteith(PM)

. ,

FAO PM

. ,

, , PM

② ⑨ .

0.20 0.23,

0.12 FAO PM

0.23 .

(0.23) 0.97 0.95, 0.74 0.80

. FAO PM

5cm (G5cm)

(G0cm)

0 (G=0) RET G=0

RET G5cm RET 3-5 mm

, G0cm RET 5mm

. G0cm

RET 0

RET(Ⅰ), RET(Ⅱ), α=0.23

RET(Ⅲ) Ⅰ, Ⅱ, Ⅲ

p

G0cm RET , Ⅱ

Ⅲ ③∼⑨

RET Table1

RET .

FAO PM

0

RET .

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y=0.0423+0.9512x y=0.7432+0.7030x y=0.4759+0.6709x

0.99 0.94 0.95

0.10 0.28 0.25

< 0.001

< 0.001

< 0.001 p value Standard Error

R2 Regression Equation

Table 1. Statistical analysis of various RET.

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