He Yan-bo, Z Su, L Jia, Wang Shi-li
National Meteorological Center, Beijing 100081, China.
Ying Yong Sheng Tai Xue Bao. 2007 Feb;18(2):288-96.
In this paper, surface energy balance system (SEBS) was extended into a regional daily evapotranspiration (ET) estimation model based on remote sensing data, and the extended SEBS was applied to estimate the regional daily ET of Huanghe-Huaihe-Haihe rivers region in Northern China Plain by using MODIS/TERRA data. An analysis was made on the estimated daily ET characteristics of different land covers in the study area by using the spatial analysis module of ArcGIS. Since there were no field observations of ET on each land cover, the estimated daily ET of different land covers was compared with each other, taking the data on April 17, 2001 as an example. The results showed that the regional daily ET estimated by SEBS was reasonable. Wetland and cultivated land had the highest daily ET value, followed by forest-, bush- and grassland, and waste land. The characteristics of the daily ET over these land covers were accorded with the existing knowledge of ET over this region, and coincident to the results of previous work in this area. It was interesting that the residential area also had a higher ET value, which was explained as the higher ET of the land use types, e. g. , water body, street trees, and grass parcels in the resident areas within the pixel scale. The spatial inhomogeneity of ET among the forest-, bush-, grass- and cultivated land covers were caused by the spatial inhomogeneous soil water content under these land covers, and the spatial inhomogeneity of ET over cultivated land could be a potential indicator of making reasonable and effective irrigation schedule for the farmland. The limitations of using SEBS model in daily ET estimation were discussed, especially the possibility of underestimating the ET over water body and wetland covers due to the unsuitable surface parameterization scheme for these land types in the model.
本文将表面能量平衡系统(SEBS)扩展为基于遥感数据的区域日蒸散量(ET)估算模型,并利用MODIS/TERRA数据将扩展后的SEBS应用于估算华北平原黄河-淮河-海河流域的区域日ET。利用ArcGIS的空间分析模块,对研究区域内不同土地覆盖类型的日ET估算特征进行了分析。由于缺乏各土地覆盖类型ET的实地观测数据,以2001年4月17日的数据为例,对不同土地覆盖类型的日ET估算值进行了相互比较。结果表明,SEBS估算的区域日ET是合理的。湿地和耕地的日ET值最高,其次是森林、灌木和草地以及荒地。这些土地覆盖类型的日ET特征与该区域ET的现有认知相符,也与该领域先前的研究结果一致。有趣的是,居民区的ET值也较高,这可以解释为在像元尺度内居民区的土地利用类型(如水体、行道树和草地)具有较高的ET。森林、灌木、草地和耕地覆盖类型之间ET的空间不均匀性是由这些土地覆盖类型下土壤水分含量的空间不均匀性造成的,而耕地上ET的空间不均匀性可能是制定合理有效农田灌溉计划的一个潜在指标。讨论了使用SEBS模型估算日ET的局限性,特别是由于模型中对水体和湿地覆盖类型的表面参数化方案不合适,可能会低估这些土地类型的ET。