Estimation of Daily Actual Evapotranspiration from ETM plus and MODIS Data of the Headwaters of the West Liaohe Basin in the Semiarid Regions of China

被引:5
|
作者
Yang, Xiaoli [1 ]
Ren, Liliang [1 ]
Jiao, Donglai [2 ]
Yong, Bin [1 ]
Jiang, Shanhu [1 ]
Song, Shaohua [1 ]
机构
[1] Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Sch Geog & Biol Informat, Nanjing 210003, Peoples R China
基金
美国国家科学基金会;
关键词
Evapotranspiration; Arid lands; Data analysis; China; River basins; Surface energy balance algorithm for land (SEBAL); Landsat 7 enhanced thematic mapper plus (Landsat 7 ETM+); Moderate resolution imaging spectroradiometer (MODIS); Semiarid regions; REMOTELY-SENSED DATA; SURFACE-TEMPERATURE; WATER-RESOURCES; ENERGY-BALANCE; RIVER-BASIN; LANDSAT-TM; ALGORITHM; EVAPORATION; DEPLETION; SYSTEM;
D O I
10.1061/(ASCE)HE.1943-5584.0000537
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Evapotranspiration (ET) is an important, but unmeasurable, component of the hydrological cycle in semiarid regions. Traditionally, actual ET is computed as residual in water balance equations. It is derived from estimates of potential ET or, indirectly, from field measurements at meteorological stations. Recently, researchers have begun using scintillometers, remote sensing data, and hydrological models to estimate areal actual ET. In this study, the surface energy balance algorithm for land (SEBAL) was used to derive ET maps from moderate resolution imaging spectroradiometer (MODIS) images over the Laohahe basin and Shalamulun River basin. The effect of ground parameters on ET of the study area was quantified using the spatial analysis techniques of ArcGIS. At the end, ET estimated from Landsat 7 enhanced thematic mapper plus (ETM+) was compared with that from MODIS data over the Shalamulun River basin. SEBAL is a suitable algorithm for mapping evaporation over semiarid areas, using MODIS and Landsat images with few or no ground measurements. The ET of the study changes from 0 to 6.57mm/day. The land use types, elevation, land surface temperature (LST), and terrain all have a direct effect on the spatial distribution of ET. ET simulated from both MODIS and Landsat data give reasonable values; however, results from Landsat ETM+ are better compared to those of MODIS because Landsat data have higher spatial resolutions than MODIS data. (C) 2013 American Society of Civil Engineers.
引用
收藏
页码:1530 / 1538
页数:9
相关论文
共 9 条
  • [1] Using the Priestley-Taylor expression for estimating actual evapotranspiration from satellite Landsat ETM plus data
    Khaldi, Abdelkrim
    Khaldi, Abdelkader
    Hamimed, Abderrahmane
    EVOLVING WATER RESOURCES SYSTEMS: UNDERSTANDING, PREDICTING AND MANAGING WATER-SOCIETY INTERACTIONS, 2014, 364 : 398 - 403
  • [2] Soil moisture estimation using MODIS data over the head water of West Liaohe Basin, China
    Yang, Xiaoli
    Ren, Liliang
    Jiao, Donglai
    Jiang, Shanhu
    HYDROLOGICAL CYCLE AND WATER RESOURCES SUSTAINABILITY IN CHANGING ENVIRONMENTS, 2011, 350 : 666 - +
  • [3] Estimation of daily evapotranspiration in the Yellow River Basin by using MODIS data
    Yang, SQ
    Sun, R
    Mao, DF
    Zhang, XH
    Cu, HY
    IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 1343 - 1345
  • [4] EVALUATION OF TWO METHODS FOR DAILY EVAPOTRANSPIRATION ESTIMATION FROM FIELD AND MODIS DATA
    Jiang, Yazhen
    Tang, Ronglin
    Jiang, Xiaoguang
    Li, Zhao-Liang
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 2635 - 2638
  • [5] Estimation of daily average net radiation from MODIS data and DEM over the Baiyangdian watershed in North China for clear sky days
    Long, Di
    Gao, Yanchun
    Singh, Vijay P.
    JOURNAL OF HYDROLOGY, 2010, 388 (3-4) : 217 - 233
  • [6] Estimation of Daily Evapotranspiration Using Instantaneous Decoupling Coefficient From the MODIS and Field Data
    Jiang, Yazhen
    Jiang, Xiaoguang
    Tang, Ronglin
    Li, Zhao-Liang
    Zhang, Yuze
    Huang, Cheng
    Ru, Chen
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 11 (06) : 1832 - 1838
  • [7] An application of the Ts-VI triangle method with enhanced edges determination for evapotranspiration estimation from MODIS data in and and semi-arid regions: Implementation and validation
    Tang, Ronglin
    Li, Zhao-Liang
    Tang, Bohui
    REMOTE SENSING OF ENVIRONMENT, 2010, 114 (03) : 540 - 551
  • [8] Estimating evapotranspiration using triangle method with topographic correction from MODIS data in Taihu Basin, China
    Zhao Xiaosong
    Liu Yuanbo
    Zhao Dongbo
    Peng Jian
    2010 6TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS NETWORKING AND MOBILE COMPUTING (WICOM), 2010,
  • [9] A modified S-SEBI algorithm to estimate evapotranspiration using landsat ETM plus image and meteorological data over the Hanjiang Basin, China
    Zhao, Dengzhong
    Zhang, Wanchang
    Liu, ChuanSheng
    IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, : 3253 - 3256