Estimations of Regional Surface Energy Fluxes Over Heterogeneous Oasis–Desert Surfaces in the Middle Reaches of the Heihe River During HiWATER-MUSOEXE
- 26 September 2014
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Geoscience and Remote Sensing Letters
- Vol. 12 (3), 671-675
- https://doi.org/10.1109/lgrs.2014.2356652
Abstract
The determination of the spatial heterogeneity of the regional evapotranspiration over a complex underlying surface in an oasis-desert region is crucial for water resource management in a river basin and aiding in irrigation decisions. The surface energy balance system (SEBS) model has been widely used to estimate surface energy fluxes. However, the parameterization of surface roughness length for momentum transfer (z 0m ) and heat transfer (z 0h ) did not perform well for a complex underlying surface. Moreover, it is difficult to estimate surface soil heat flux, i.e., G 0 , accurately at the regional scale. In this letter, the parameterization schemes of z 0m , z 0h , and G 0 were optimized. Measurements from 21 sets of eddy covariance systems were used to validate the model performance. The results show that the revised SEBS model root-mean-square errors (RMSEs) of the satellite-based sensible and latent heat fluxes (H and LE) decreased from 97.2 W · m -2 to 56.9 W · m -2 and from 102.9 W · m -2 to 74.8 W · m -2 , respectively, at the footprint scale. At the pixel scale, the RMSEs of the revised model estimates of the H and LE were 40.9 W · m -2 and 57.5 W · m -2 , respectively. The improved agreements between the estimates and the measurements indicate that the revised SEBS model is appropriate for estimating regional energy fluxes over heterogeneous oasis-desert surfaces. Furthermore, the spatial and temporal patterns of the LE in the middle reaches of the Heihe River were investigated.Keywords
Funding Information
- National Natural Science Foundation of China (91125002)
- Fundamental Research Funds for the Central Universities (2012YBXS23)
This publication has 22 references indexed in Scilit:
- A new parameterisation scheme of ground heat flux for land surface flux retrieval from remote sensing informationJournal of Hydrology, 2012
- Estimating surface fluxes over middle and upper streams of the Heihe River Basin with ASTER imageryHydrology and Earth System Sciences, 2011
- GUI–HDMR – A software tool for global sensitivity analysis of complex modelsEnvironmental Modelling & Software, 2009
- Evaluation of the Surface Energy Balance System (SEBS) applied to ASTER imagery with flux-measurements at the SPARC 2004 site (Barrax, Spain)Hydrology and Earth System Sciences, 2009
- Intercomparison of remote sensing‐based models for estimation of evapotranspiration and accuracy assessment based on SWATHydrological Processes, 2008
- Sensitivity analysis for two ground heat flux calculation approachesAgricultural and Forest Meteorology, 2005
- The retrieval of two-dimensional distribution of the earth’s surface aerodynamic roughness using SAR image and TM thermal infrared imageScience in China Series D Earth Sciences, 2004
- Improvement of surface flux parametrizations with a turbulence‐related lengthQuarterly Journal of the Royal Meteorological Society, 2002
- The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxesHydrology and Earth System Sciences, 2002
- Radiobrightness of prairie soil and grassland during dry-down simulationsRadio Science, 1998