Evaluating one- and two-source energy balance models in estimating surface evapotranspiration from Landsat-derived surface temperature and field measurements

被引:43
作者
Tang, Ronglin [1 ,2 ,3 ]
Li, Zhao-Liang [1 ,2 ]
Jia, Yuanyuan [4 ]
Li, Chuanrong [4 ]
Chen, Kun-Shan [5 ]
Sun, Xiaomin [6 ]
Lou, Jinyong [6 ]
机构
[1] Chinese Acad Sci, State Key Lab Resources & Environm Informat Syst, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
[2] CNRS, LSIIT, UdS, F-67412 Illkirch Graffenstaden, France
[3] Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China
[4] Chinese Acad Sci, Acad Optoelect, Beijing 100190, Peoples R China
[5] Natl Cent Univ, Ctr Space & Remote Sensing Res, Tao Yuan 320, Taiwan
[6] Inst Geog Sci & Nat Resources Res, Key Lab Ecosyst Network Observat & Modeling, Beijing 100101, Peoples R China
基金
中国国家自然科学基金;
关键词
SENSIBLE HEAT-FLUX; RADIOMETRIC TEMPERATURE; PROFILE RELATIONSHIPS; VEGETATION; EVAPORATION; DIFFERENCE; ALGORITHM; WATER; SOIL;
D O I
10.1080/01431161.2012.716529
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This article compares one-and two-source energy balance (OSEB and TSEB) models in the estimates of surface energy components using Landsat imagery and surface measurements acquired from an experimental field at Yucheng Station in Northern China. Compared to surface measurements, similar performance between the TSEB and OSEB models has been observed for estimated surface net radiation and soil heat flux. The root mean square difference (RMSD) is within 14-39 W m(-2) in both the TSEB and OSEB models. The residual energy (ER) correction method yields the best agreement in comparisons of the sensible (H) and latent (LE) heat fluxes estimated using both the TSEB and OSEB models to the eddy covariance (EC) system measurements. The TSEB model is shown to greatly outperform the OSEB model in reproducing surface H and LE measurements. Cirrus clouds are likely responsible for the surface temperature retrieved from the enhanced thematic mapper plus (ETM+) sensor being lower than air temperature on days of the year (DOYs) 178 and 218 of 2009. This atmospheric stability is contrary to the unstable atmosphere that the EC measurements observe. If data on these two days are excluded and the E-R correction method is applied, when comparing the estimated H and LE to the EC measurements, RMSD is within 55 W m(-2) in the TSEB model and is larger than 97 W m(-2) in the OSEB model.
引用
收藏
页码:3299 / 3313
页数:15
相关论文
共 41 条
[1]   OPERATIONAL ESTIMATES OF REFERENCE EVAPOTRANSPIRATION [J].
ALLEN, RG ;
JENSEN, ME ;
WRIGHT, JL ;
BURMAN, RD .
AGRONOMY JOURNAL, 1989, 81 (04) :650-662
[2]  
Allen RG, 2007, J IRRIG DRAIN ENG, V133, P380, DOI [10.1061/(ASCE)0733-9437(2007)133:4(380), 10.1061/(ASCE)0733-9437(2007)133:4(395)]
[3]   A thermal-based remote sensing technique for routine mapping of land-surface carbon, water and energy fluxes from field to regional scales [J].
Anderson, M. C. ;
Norman, J. M. ;
Kustas, W. P. ;
Houborg, R. ;
Starks, P. J. ;
Agam, N. .
REMOTE SENSING OF ENVIRONMENT, 2008, 112 (12) :4227-4241
[4]   A two-source time-integrated model for estimating surface fluxes using thermal infrared remote sensing [J].
Anderson, MC ;
Norman, JM ;
Diak, GR ;
Kustas, WP ;
Mecikalski, JR .
REMOTE SENSING OF ENVIRONMENT, 1997, 60 (02) :195-216
[5]   Effects of vegetation clumping on two-source model estimates of surface energy fluxes from an agricultural landscape during SMACEX [J].
Anderson, MC ;
Norman, JM ;
Kustas, WP ;
Li, FQ ;
Prueger, JH ;
Mecikalski, JR .
JOURNAL OF HYDROMETEOROLOGY, 2005, 6 (06) :892-909
[6]  
[Anonymous], J APPL METEOROL CLIM, DOI [DOI 10.1175/1520-0450(1970)0092.0.CO
[7]  
2,1970, 10.1175/1520-0450(1970)0092.0.Co
[8]  
2, 1970]
[9]  
Bastiaanssen WGM, 1998, J HYDROL, V212, P198, DOI [10.1016/S0022-1694(98)00253-4, 10.1016/S0022-1694(98)00254-6]
[10]  
BUSINGER JA, 1971, J ATMOS SCI, V28, P181, DOI 10.1175/1520-0469(1971)028<0181:FPRITA>2.0.CO