当前位置: X-MOL 学术Agric. Water Manag. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Performance of the METRIC model for mapping energy balance components and actual evapotranspiration over a superintensive drip-irrigated olive orchard
Agricultural Water Management ( IF 5.9 ) Pub Date : 2021-03-25 , DOI: 10.1016/j.agwat.2021.106861
Samuel Ortega-Salazar , Samuel Ortega-Farías , Ayse Kilic , Richard Allen

A field experiment was performed to evaluate the Mapping Evapotranspiration at High Resolution using Internalized Calibration (METRIC) model that was used for mapping surface energy balance (SEB) components (net radiation (Rni), soil heat flux (Gi), sensible heat flux (Hi), and latent heat flux (LEi)) at times of Landsat satellite overpasses in conjunction with the actual evapotranspiration (ETa) and crop coefficient (Kc) for a superintensive, drip-irrigated olive (Olea europeae L. cv Arbequina) orchard. The orchard is located in the Pencahue Valley, Maule Region, Chile (35 23' LS; 71 44' LW; 96 m above sea level), and the study was conducted on an experimental plot of 21.1 ha during the 2011/2012 and 2012/2013 growing seasons. Model performance was evaluated using measurements of LEi, ETa and Kc that were obtained from an eddy covariance (EC) system. Olive-specific functions for estimating aerodynamic roughness (zom), leaf area index (LAI), and Gi were employed in the METRIC algorithm. In addition, submodels of Rni and Gi were evaluated via ground-truth measurements from a Fritchen-type net radiometer and soil flux plates, respectively. The results indicated that the errors within the METRIC model for the SEB components were between 2% and 5% of the observed values, while those for ETa and Kc were between 4% and 6% of the EC values. In addition, both the root mean square error (RMSE) and mean absolute error (MAE) for the SEB components were less than 46 W∙m−2 at the times of satellite overpass. The RMSE and MAE values for the 24-h ETa were 0.42 and 0.31 mm·day−1, respectively, while the corresponding values for Kc were 0.09 and 0.02, respectively. The coefficients of variation (CVs) for the SEB components, ETa and Kc were less than 15%, and the largest intraorchard spatial variability occurred for LEi and, thus, ETa. The errors and uncertainties in the SEB and ETa estimates were small enough to warrant application of the METRIC model with olive-specific functions for zom, LAI and Gi to superintensive drip-irrigated olive orchards.



中文翻译:

METRIC模型在超强滴灌橄榄园上绘制能量平衡成分和实际蒸散量的图表的性能

使用内部校准(METRIC)模型进行了野外实验,以评估高分辨率的蒸散量,该模型用于绘制表面能量平衡(SEB)分量(净辐射(Rn i),土壤热通量(G i),显热Landsat卫星越过时的通量(H i)和潜热通量(LE i))与超高强度滴灌橄榄(Olea europeae的实际蒸散量(ETa)和作物系数(Kc)一起L. cv Arbequina)果园。该果园位于智利毛勒地区的彭卡休谷(35 23'LS; 71 44'LW;海拔96 m),该研究是在2011/2012和2012年的21.1公顷实验地上进行的/ 2013生长季节。使用从涡动协方差(EC)系统获得的LE i,ETa和Kc的测量值评估模型性能。在METRIC算法中采用了橄榄特有的函数来估算空气动力学粗糙度(z om),叶面积指数(LAI)和Gi。此外,Rn i和G i的子模型分别通过Fritchen型净辐射计和土壤通量板的地表测量来评估。结果表明,METRIC模型中SEB组件的误差在观测值的2%至5%之间,而ETa和Kc的误差在EC值的4%至6%之间。另外,在卫星越过时,SEB分量的均方根误差(RMSE)和平均绝对误差(MAE)均小于46 W·m -2。24h ETa的RMSE和MAE值分别为0.42和0.31 mm·day -1,而Kc的相应值分别为0.09和0.02。SEB成分,ETa和Kc的变异系数(CV)小于15%,LE的果园内空间变异最大,因此,ETa。SEB和ETa估算中的误差和不确定性很小,足以保证将具有针对om,LAI和Gi的橄榄特有功能的METRIC模型应用于超高强度滴灌橄榄园。

更新日期:2021-03-25
down
wechat
bug