TY - JOUR
T1 - Spatially distributing monthly reference evapotranspiration and pan evaporation considering topographic influences
AU - McVicar, Tim R.
AU - Van Niel, Thomas G.
AU - Li, Ling Tao
AU - Hutchinson, Michael F.
AU - Mu, Xing Min
AU - Liu, Zhi Hong
PY - 2007/5/30
Y1 - 2007/5/30
N2 - Many hydrological models engage spatially distributed measures of 'potential evapotranspiration' (ETpot). The reliability and utility of the physically based Penman-Monteith approach to generate ETpot has been recently advocated. Assuming land-surface conditions, spatial surfaces of reference evapotranspiration (ET0) can be generated taking into account the topographic influence of forcing meteorological variables. This was performed in this paper by spatially interpolating maximum (Tmax) and minimum (Tmin) air temperatures, wind speed (u) and vapor pressure (ea), using a spline model with a linear sub-model dependency on elevation, and modelling the radiation environment, taking topography (i.e., elevation, slope and aspect) into account, prior to calculating ET0 at each grid-cell. In accordance with previous research, resultant lapse rates showed a strong seasonal pattern; values were steeper in summer than winter and those for Tmax were steeper than for Tmin. Monthly mean Tmax lapse rates varied from -3.01 °C km-1 in winter to -7.69 °C km-1 in summer, with Tmin lapse rates ranging from -2.79 °C km-1 in winter, to -6.64 °C km-1 in summer. Monthly climatologies of the near-surface elevation-dependence (NSED) for u and ea also showed strong seasonal values. NSED of u varied from 2.01 ms-1 km-1 in winter reducing to 0.75 ms-1 km-1 in summer. The NSED for ea ranged from -0.08 kPa km-1 in winter to -0.64 kPa km-1 in summer. For a 252-month sequence from 1980 through 2000, spatial surfaces of ET0 with a 100 m resolution for the 113,000 km2 study site located in the Loess Plateau, China were generated using an 'interpolate-then-calculate' approach. Resultant ET0 values varied from about 20 mm month-1 in winter to over 150 mm month-1 in summer. In order to assess the reliability of these ET0 surfaces, pan evaporation (Epan) was also spatially interpolated and from these a set of pan coefficient (Kpan - a unitless ratio defined as ET0/Epan) surfaces were calculated. Spatio-temporally averaged Kpan values for the study site varied from 0.44 in April to 0.65 in late summer. Kpan values were in agreement with another study using a Chinese 20 cm diameter micro-pan, and, as expected, were lower than other values documented using a Class A pan. The influence of topography, especially aspect, was seen on the resultant ET0 and Kpan, but not Epan, surfaces. Sensitivity analysis showed that results were particularly stable in the hydrologically active portion of the year extending from March to October, inclusive. This study demonstrated that high spatial resolution monthly surfaces of ET0 can be spatially modelled while taking into account the influence of topography on the forcing variables.
AB - Many hydrological models engage spatially distributed measures of 'potential evapotranspiration' (ETpot). The reliability and utility of the physically based Penman-Monteith approach to generate ETpot has been recently advocated. Assuming land-surface conditions, spatial surfaces of reference evapotranspiration (ET0) can be generated taking into account the topographic influence of forcing meteorological variables. This was performed in this paper by spatially interpolating maximum (Tmax) and minimum (Tmin) air temperatures, wind speed (u) and vapor pressure (ea), using a spline model with a linear sub-model dependency on elevation, and modelling the radiation environment, taking topography (i.e., elevation, slope and aspect) into account, prior to calculating ET0 at each grid-cell. In accordance with previous research, resultant lapse rates showed a strong seasonal pattern; values were steeper in summer than winter and those for Tmax were steeper than for Tmin. Monthly mean Tmax lapse rates varied from -3.01 °C km-1 in winter to -7.69 °C km-1 in summer, with Tmin lapse rates ranging from -2.79 °C km-1 in winter, to -6.64 °C km-1 in summer. Monthly climatologies of the near-surface elevation-dependence (NSED) for u and ea also showed strong seasonal values. NSED of u varied from 2.01 ms-1 km-1 in winter reducing to 0.75 ms-1 km-1 in summer. The NSED for ea ranged from -0.08 kPa km-1 in winter to -0.64 kPa km-1 in summer. For a 252-month sequence from 1980 through 2000, spatial surfaces of ET0 with a 100 m resolution for the 113,000 km2 study site located in the Loess Plateau, China were generated using an 'interpolate-then-calculate' approach. Resultant ET0 values varied from about 20 mm month-1 in winter to over 150 mm month-1 in summer. In order to assess the reliability of these ET0 surfaces, pan evaporation (Epan) was also spatially interpolated and from these a set of pan coefficient (Kpan - a unitless ratio defined as ET0/Epan) surfaces were calculated. Spatio-temporally averaged Kpan values for the study site varied from 0.44 in April to 0.65 in late summer. Kpan values were in agreement with another study using a Chinese 20 cm diameter micro-pan, and, as expected, were lower than other values documented using a Class A pan. The influence of topography, especially aspect, was seen on the resultant ET0 and Kpan, but not Epan, surfaces. Sensitivity analysis showed that results were particularly stable in the hydrologically active portion of the year extending from March to October, inclusive. This study demonstrated that high spatial resolution monthly surfaces of ET0 can be spatially modelled while taking into account the influence of topography on the forcing variables.
KW - ANUSPLIN
KW - Air temperature
KW - Albedo
KW - Calculate-then-interpolate
KW - China
KW - Interpolate-then-calculate
KW - Lapse rates
KW - Leaf Area Index
KW - Loess Plateau
KW - Near-surface elevation dependence
KW - Pan coefficient
KW - Pan evaporation
KW - Reference evapotranspiration
KW - SRAD
KW - Topographic influences
KW - Vapor pressure
KW - Wind speed
KW - Yellow River basin
UR - http://www.scopus.com/inward/record.url?scp=34247866511&partnerID=8YFLogxK
U2 - 10.1016/j.jhydrol.2007.02.018
DO - 10.1016/j.jhydrol.2007.02.018
M3 - Article
SN - 0022-1694
VL - 338
SP - 196
EP - 220
JO - Journal of Hydrology
JF - Journal of Hydrology
IS - 3-4
ER -