Evaluation of irrigation water use efficiency using remote sensing in the middle reach of the Heihe river, in the semi-arid Northwestern China

Hydrological Processes

Volumn 29, Issue 9, 2015, Pages 2243-2257

  Wu, Xuejiao ^a,b   Zhou, Jian ^a   Wang, Haijing ^c   Li, Yan ^d   Zhong, Bo ^e  

^a Chinese Academy of Sciences ^*  (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c ETH ZURICH   (Switzerland)

^d LANZHOU UNIVERSITY   (China)

^e INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

Arid and semi arid regions; Evapotranspiration (ET); Irrigation water use efficiency; Remote sensing

Indexed keywords

AGRICULTURAL ROBOTS; ARID REGIONS; BOND (MASONRY); CROPS; EVAPOTRANSPIRATION; GROUNDWATER; GROUNDWATER RESOURCES; PLANTS (BOTANY); RADIOMETERS; REMOTE SENSING; RIVERS; SOIL MOISTURE; WATER MANAGEMENT; WATER SUPPLY;

ARID AND SEMI-ARID REGIONS; IRRIGATION EFFICIENCY; IRRIGATION WATER ALLOCATION; IRRIGATION WATER USE EFFICIENCY; SPATIO-TEMPORAL VARIATION; SPATIOTEMPORAL DISTRIBUTIONS; SURFACE ENERGY BALANCE SYSTEMS; WATER USE EFFICIENCY;

IRRIGATION;

ACCURACY ASSESSMENT; ARID REGION; ENERGY BALANCE; EVAPOTRANSPIRATION; IRRIGATION; REMOTE SENSING; SEMIARID REGION; SOIL MOISTURE; SPATIOTEMPORAL ANALYSIS; WATER USE; WATER USE EFFICIENCY;

CHINA; GANSU; HEI RIVER;

EID: 84927588189     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.10365     Document Type: Article

References (54)

1. Allen RG, Jensen ME, Wright JL, Burman RD. 1989. Operational estimates of reference evapotranspiration. Agronomy Journal 81: 650-662.
2. Allen RG, Tasumi M, Morse A, Trezza R. 2005. A Landsat-based energy balance and evapotranspiration model in Western US water rights regulation and planning. Irrigation and Drainage Systems 19: 251-268.
3. Allen RG, Tasumi M, Trezza R. 2007. Satellite-based energy balance for mapping evapotranspiration with internalized calibration (METRIC) - model. Journal of Irrigation and Drainage Engineering 133: 380-394.
4. Bastiaanssen WGM, Brito RAL, Bos MG, Souza RA, Cavalcanti EB, Bakker MM. 2001. Low cost satellite data for monthly irrigation performance monitoring: benchmarks from Nilo Coelho, Brazil. Irrigation and Drainage Systems 15: 53-79.
5. Bastiaanssen WGM, Menenti M, Feddes RA, Holtslag AAM. 1998. A remote sensing surface energy balance algorithm for land (SEBAL). 1. Formulation. Journal of Hydrology 212-213: 198-212.
6. Chen X, Su Z, Ma Y, Yang K, Wang B. 2013. Estimation of surface energy fluxes under complex terrain of Mt. Qomolangma over the Tibetan Plateau. Hydrology and Earth System Sciences Discussion 17: 1607-1618.
7. Cleugh HA, Leuning R, Mu Q, Running SW. 2007. Regional evaporation estimates from flux tower and MODIS satellite data. Remote Sensing of Environment 106: 285-304.
8. Droogers P, Immerzeel WW, Lorite IJ. 2010. Estimating actual irrigation application by remotely sensed evapotranspiration observations. Agricultural Water Management 97: 1351-1359.
9. Elhag M, Psilovikos A, Manakos I, Perakis K. 2011. Application of the SEBS water balance model in estimating daily evapotranspiration and evaporative fraction from remote sensing data over the Nile Delta. Water Resources Management 25: 2731-2742.
10. Folhes MT, Rennó CD, Soares JV. 2009. Remote sensing for irrigation water management in the semi-arid Northeast of Brazil. Agricultural Water Management 96: 1398-1408.
11. Gleick PH, Christian-Smith J, Cooley H. 2011. Water-use efficiency and productivity: rethinking the basin approach. Water International 36: 784-798.
12. Gokmen M, Vekerdy Z, Verhoef A, Verhoef W, Batelaan O, van der Tol C. 2012. Integration of soil moisture in SEBS for improving evapotranspiration estimation under water stress conditions. Remote Sensing of Environment 121: 261-274.
13. Jia L, Su Z, van den Hurk B, Menenti M, Moene A, De Bruin HA, Yrisarry J, Ibanez M, Cuesta A. 2003. Estimation of sensible heat flux using the Surface Energy Balance System (SEBS) and ATSR measurements. Physics and Chemistry of the Earth, Parts A/B/C 28: 75-88.
14. Jia L, Xi G, Liu S, Huang C, Yan Y, Liu G. 2009. Regional estimation of daily to annual regional evapotranspiration with MODIS data in the Yellow River Delta wetland. Hydrology and Earth System Sciences 13: 1775-1787.
15. Jin H, Tao X, Fan W, Xu X, Li P. 2007. Monitoring High Resolution Leaf Area Index distribution from China Beijing-1 Satellite. Advances in Natural Science 17: 1229-1234. (In Chinese)
16. Leuning R, Zhang YQ, Rajaud A, Cleugh H, Tu K. 2008. A simple surface conductance model to estimate regional evaporation using MODIS leaf area index and the Penman-Monteith equation. Water Resources Research 44: W10419.
17. Li X, Cheng G, Liu S, Xiao Q, Ma M, Jin R, Che T, Liu Q, Wang W, Qi Y. 2013. Heihe Watershed Allied Telemetry Experimental Research (HiWATER): scientific objectives and experimental design. Bulletin of the American Meteorological Society 94: 1145-1160.
18. Li Y, Kinzelbach W, Zhou J, Cheng G, Li X. 2012. Modelling irrigated maize with a combination of coupled-model simulation and uncertainty analysis, in the northwest of China. Hydrology and Earth System Sciences 16: 1465-1480.
19. Liu S, Xu Z, Wang W, Jia Z, Zhu M, Bai J, Wang J. 2011. A comparison of eddy-covariance and large aperture scintillometer measurements with respect to the energy balance closure problem. Hydrology and Earth System Sciences 15: 1291-1306.
20. Lubczynski MW, Gurwin J. 2005. Integration of various data sources for transient groundwater modeling with spatio-temporally variable fluxes - Sardon study case, Spain. Journal of Hydrology 306: 71-96.
21. Ma W, Hafeez M, Rabbani U, Ishikawa H, Ma Y. 2012. Retrieved actual ET using SEBS model from Landsat-5 TM data for irrigation area of Australia. Atmospheric Environment 59: 408-414.
22. McCabe MF, Wood EF. 2006. Scale influences on the remote estimation of evapotranspiration using multiple satellite sensors. Remote Sensing of Environment 105: 271-285.
23. Menenti M, Choudhury BJ. 1993. Parameterization of land surface evaporation by means of location dependent potential evaporation and surface temperature range. In Exchange Processes at the Land Surface for a Range of Space and Time Scales, Bolle HJ, Feddes RA, Kalma JD (eds). IAHS Publication: Wallingford; 212: 561-568.
24. Monteith JL. 1965. Evaporation and environment. Symposia of the Society for Experimental Biology 19: 205-234.
25. Moore C. 1986. Frequency response corrections for eddy correlation systems. Boundary-Layer Meteorology 37: 17-35.
26. Mu Q, Heinsch FA, Zhao M, Running SW. 2007. Development of a global evapotranspiration algorithm based on MODIS and global meteorology data. Remote Sensing of Environment 111: 519-536.
27. Olsson O, Gassmann M, Manig N, Ikramova M, Wegerich K. 2013. Basin efficiency approach and its effect on streamflow quality, Zerafshan River Uzbekistan. Journal of Hydrology 476: 128-139.
28. Pan M, Wood EF, Wójcik R, McCabe MF. 2008. Estimation of regional terrestrial water cycle using multi-sensor remote sensing observations and data assimilation. Remote Sensing of Environment 112: 1282-1294.
29. Pan X, Li X, Shi X, Han X, Luo L, Wang L. 2012. Dynamic downscaling of near-surface air temperature at the basin scale using WRF - a case study in the Heihe River Basin, China. Frontiers of Earth Science 6: 314-323.
30. Qi SZ, Luo F. 2005. Water environmental degradation of the Heihe River Basin in arid northwestern China. Environmental Monitoring and Assessment 108: 205-215.
31. Ramos JG, Kay JA, Cratchley CR, Casterad MA, Herrero J, López R, Martínez-Cob A, Domínguez R. 2006. Crop management in a district within the Ebro River Basin using remote sensing techniques to estimate and map irrigation volumes. WIT Transactions on Ecology and the Environment 96: 365-377.
32. Roerink G, Bastiaanssen W, Chambouleyron J, Menenti M. 1997. Relating crop water consumption to irrigation water supply by remote sensing. Water Resources Management 11: 445-465.
33. Roerink GJ, Su Z, Menenti M. 2000. S-SEBI: a simple remote sensing algorithm to estimate the surface energy balance. Physics and Chemistry of the Earth, Part B: Hydrology, Oceans and Atmosphere 25: 147-157.
34. Schotanus P, Nieuwstadt FTM, De Bruin HAR. 1983. Temperature measurement with a sonic anemometer and its application to heat and moisture fluxes. Boundary-Layer Meteorology 26: 81-93.
35. Seneviratne SI, Corti T, Davin EL, Hirschi M, Jaeger EB, Lehner I, Orlowsky B, Teuling AJ. 2010. Investigating soil moisture-climate interactions in a changing climate: a review. Earth-Science Reviews 99: 125-161.
36. Sheppard PA. 1947. The aerodynamic drag of the earth's surface and the value of von Karman's constant in the lower atmosphere. Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences 188: 208-222.
37. Song Y, Wang J, Yang K, Ma M, Li X, Zhang Z, Wang X. 2012. A revised surface resistance parameterisation for estimating latent heat flux from remotely sensed data. International Journal of Applied Earth Observation and Geoinformation 17: 76-84.
38. Su H, McCabe MF, Wood EF, Su Z, Prueger JH. 2005. Modeling evapotranspiration during SMACEX: comparing two approaches for local-and regional-scale prediction. Journal of Hydrometeorology 6: 910-922.
39. Su Z, Schmugge T, Kustas W, Massman W. 2001. An evaluation of two models for estimation of the roughness height for heat transfer between the land surface and the atmosphere. Journal of Applied Meteorology 40: 1933-1951.
40. Su Z. 2002. The surface energy balance system (SEBS) for estimation of turbulent heat fluxes. Hydrology and Earth System Sciences Discussions 6: 85-100.
41. Thom AS. 1972. Momentum, mass and heat-exchange of vegetation. Quarterly Journal of the Royal Meteorological Society 98: 124-134.
42. Timmermans WJ, Meijerink A. 1999. Remotely sensed actual evapotranspiration: implications for groundwater management in Botswana. International Journal of Applied Earth Observation and Geoinformation 1: 222-233.
43. Van der Kwast J, Timmermans W, Gieske A, Su Z, Olioso A, Jia L, Elbers J, Karssenberg D, De Jong S. 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 Discussion 6: 1165-1196.
44. Van Halsema GE, Vincent L. 2012. Efficiency and productivity terms for water management: a matter of contextual relativism versus general absolutism. Agricultural Water Management 108: 9-15.
45. Verhoef AK, McNaughton KG, Jacobs AFG. 1997. A parameterization of momentum roughness length and displacement height for a wide range of canopy densities. Hydrology and Earth System Sciences Discussions 1: 81-91.
46. Vickers D, Mahrt L. 1997. Quality control and flux sampling problems for tower and aircraft data. Journal of Atmospheric & Oceanic Technology 14: 512-526.
47. Vörösmarty CJ, Green, P, Salisbury J, Lammers RB. 2000. Global water resources: vulnerability from climate change and population growth. Science 289: 284-288.
48. Wang J, Meng J. 2008. Characteristics and tendencies of annual runoff variations in the Heihe River Basin during the past 60years. Scientia Geographica Sinica 28: 83-88.
49. Webb EK, Pearman GI, Leuning R. 1980. Correction of flux measurements for density effects due to heat and water vapour transfer. Quarterly Journal of the Royal Meteorological Society 106: 85-100.
50. Wilczak JM, Oncley SP, Stage SA. 2001. Sonic anemometer tilt correction algorithms. Boundary-Layer Meteorology 99: 127-150.
51. Xu Z, Liu S, Gong L, Wang J, Li X. 2008. A study on the data processing and quality assessment of the eddy covariance system. Advances in Earth Science 23: 357-370.
52. Yang Y, Shang S, Jiang L. 2012. Remote sensing temporal and spatial patterns of evapotranspiration and the responses to water management in a large irrigation district of North China. Agricultural and Forest Meteorology 164: 112-122.
53. Zhang B, Meng B, Hao J, Wen H. 2006. Heterogeneity of soil moisture and salt contents and its eco-environmental effects in oasis-desert belt in arid zone. Journal of Desert Research 26: 81-84.
54. Zhou J, Cheng G, Li X, Hu BX, Wang G. 2012. Numerical modeling of wheat irrigation using coupled HYDRUS and WOFOST models. Soil Science Society of America Journal 76: 648-662.