Evapotranspiration Estimates Derived Using Multi-Platform Remote Sensing in a Semiarid Region

被引:22
作者
Knipper, Kyle [1 ]
Hogue, Terri [1 ]
Scott, Russell [2 ]
Franz, Kristie [3 ]
机构
[1] Colorado Sch Mines, Hydrol Sci & Engn, Dept Civil & Environm Engn, Golden, CO 80401 USA
[2] USDA ARS, Southwest Watershed Res Ctr, 2000 E Allen Rd, Tucson, AZ 85719 USA
[3] Iowa State Univ, Dept Geol & Atmospher Sci, 253 Sci, Ames, IA 50011 USA
关键词
evapotranspiration; remote sensing; soil moisture; Arizona; semiarid regions; ENHANCED VEGETATION INDEX; LAND-SURFACE EVAPORATION; ENERGY BALANCE ALGORITHM; SOIL-MOISTURE RETRIEVAL; RIPARIAN EVAPOTRANSPIRATION; PART I; MAPPING EVAPOTRANSPIRATION; EDDY-COVARIANCE; CARBON-DIOXIDE; SEBAL MODEL;
D O I
10.3390/rs9030184
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Evapotranspiration (ET) is a key component of the water balance, especially in arid and semiarid regions. The current study takes advantage of spatially-distributed, near real-time information provided by satellite remote sensing to develop a regional scale ET product derived from remotely-sensed observations. ET is calculated by scaling PET estimated from Moderate Resolution Imaging Spectroradiometer (MODIS) products with downscaled soil moisture derived using the Soil Moisture Ocean Salinity (SMOS) satellite and a second order polynomial regression formula. The MODis-Soil Moisture ET (MOD-SMET) estimates are validated using four flux tower sites in southern Arizona USA, a calibrated empirical ET model, and model output from Version 2 of the North American Land Data Assimilation System (NLDAS-2). Validation against daily eddy covariance ET indicates correlations between 0.63 and 0.83 and root mean square errors (RMSE) between 40 and 96 W/m(2). MOD-SMET estimates compare well to the calibrated empirical ET model, with a -0.14 difference in correlation between sites, on average. By comparison, NLDAS-2 models underestimate daily ET compared to both flux towers and MOD-SMET estimates. Our analysis shows the MOD-SMET approach to be effective for estimating ET. Because it requires limited ancillary ground-based data and no site-specific calibration, the method is applicable to regions where ground-based measurements are not available.
引用
收藏
页数:22
相关论文
共 105 条
  • [1] Adams DK, 1997, B AM METEOROL SOC, V78, P2197, DOI 10.1175/1520-0477(1997)078<2197:TNAM>2.0.CO
  • [2] 2
  • [3] Satellite-based evapotranspiration over Gezira Irrigation Scheme, Sudan: A comparative study
    Al Zayed, Islam Sabry
    Elagib, Nadir Ahmed
    Ribbe, Lars
    Heinrich, Juergen
    [J]. AGRICULTURAL WATER MANAGEMENT, 2016, 177 : 66 - 76
  • [4] Satellite-based energy balance for mapping evapotranspiration with internalized calibration (METRIC) - Applications
    Allen, Richard G.
    Tasumi, Masahiro
    Morse, Anthon
    Trezza, Ricardo
    Wright, James L.
    Bastiaanssen, Wim
    Kramber, William
    Lorite, Ignacio
    Robison, Clarence W.
    [J]. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2007, 133 (04) : 395 - 406
  • [5] A climatological study of evapotranspiration and moisture stress across the continental United States based on thermal remote sensing: 1. Model formulation
    Anderson, Martha C.
    Norman, John M.
    Mecikalski, John R.
    Otkin, Jason A.
    Kustas, William P.
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2007, 112 (D10)
  • [6] Surface energy balance and actual evapotranspiration of the transboundary Indus Basin estimated from satellite measurements and the ETLook model
    Bastiaanssen, W. G. M.
    Cheema, M. J. M.
    Immerzeel, W. W.
    Miltenburg, I. J.
    Pelgrum, H.
    [J]. WATER RESOURCES RESEARCH, 2012, 48
  • [7] SEBAL model with remotely sensed data to improve water-resources management under actual field conditions
    Bastiaanssen, WGM
    Noordman, EJM
    Pelgrum, H
    Davids, G
    Thoreson, BP
    Allen, RG
    [J]. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2005, 131 (01) : 85 - 93
  • [8] Bastiaanssen WGM, 1998, J HYDROL, V212, P198, DOI [10.1016/S0022-1694(98)00253-4, 10.1016/S0022-1694(98)00254-6]
  • [9] SEBAL-based sensible and latent heat fluxes in the irrigated Gediz Basin, Turkey
    Bastiaanssen, WGM
    [J]. JOURNAL OF HYDROLOGY, 2000, 229 (1-2) : 87 - 100
  • [10] SIMULATION-MODEL OF THE WATER-BALANCE OF A CROPPED SOIL - SWATRE
    BELMANS, C
    WESSELING, JG
    FEDDES, RA
    [J]. JOURNAL OF HYDROLOGY, 1983, 63 (3-4) : 271 - 286