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2019 | OriginalPaper | Chapter

Micrometeorological Methods to Determine Evapotranspiration

Authors : Shaomin Liu, Ziwei Xu

Published in: Observation and Measurement of Ecohydrological Processes

Publisher: Springer Berlin Heidelberg

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Abstract

Evapotranspiration (ET) is a combination of two distinct processes, soil or water evaporation (E) and plant transpiration (T), that occur between plants and the atmosphere, soil and the atmosphere, and water and the atmosphere. ET is also an important link between the terrestrial ecosystem and hydrological processes. In this chapter, we focus primarily on ET measurements using micrometeorological methods. Three typical ET measurement techniques, namely, the Bowen ratio-energy balance, eddy covariance, and scintillometer methods, which have a long history and are used widely throughout the world, are introduced. A brief review of their theoretical background, installation and maintenance, data processing and quality control, and footprint is presented, in addition to a brief summary of the advantages and disadvantages of each method. Additionally, ET measurements at observational networks and intensive experiments are presented. The ET measurement methods differ in observational theory, temporal–spatial scales, and precision. Researchers can select a suitable method according to their research objectives.

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Literature
go back to reference N. Alavi, J.S. Warland, A.A. Berg, Filling gaps in evapotranspiration measurements for water budget studies: evaluation of a Kalman filtering approach. Agric. For. Meteorol. 141, 57–66 (2006) N. Alavi, J.S. Warland, A.A. Berg, Filling gaps in evapotranspiration measurements for water budget studies: evaluation of a Kalman filtering approach. Agric. For. Meteorol. 141, 57–66 (2006)
go back to reference R.G. Allen, L.S. Pereira, T.A. Howell, M.E. Jensen, Evapotranspiration information reporting: I. Factors governing measurement accuracy. Agric. Water Manag. 98, 899–920 (2011) R.G. Allen, L.S. Pereira, T.A. Howell, M.E. Jensen, Evapotranspiration information reporting: I. Factors governing measurement accuracy. Agric. Water Manag. 98, 899–920 (2011)
go back to reference S.P. Anderson, R.C. Bales, C.J. Duffy, Critical zone observatories: building a network to advance interdisciplinary study of earth surface processes. Mineral. Mag. 72(1), 7–10 (2008) S.P. Anderson, R.C. Bales, C.J. Duffy, Critical zone observatories: building a network to advance interdisciplinary study of earth surface processes. Mineral. Mag. 72(1), 7–10 (2008)
go back to reference J.C. André, J.P. Goutorbe, A. Perrier, HAPEX–MOBLIHY: a hydrologic atmospheric experiment for the study of water budget and evaporation flux at the climatic scale. Bull. Am. Meteorol. Soc. 67(2), 138–144 (1986) J.C. André, J.P. Goutorbe, A. Perrier, HAPEX–MOBLIHY: a hydrologic atmospheric experiment for the study of water budget and evaporation flux at the climatic scale. Bull. Am. Meteorol. Soc. 67(2), 138–144 (1986)
go back to reference E.L. Andreas, Two-wavelength method of measuring path-averaged turbulent surface heat fluxes. J. Atmos. Ocean. Technol. 62, 280–292 (1989) E.L. Andreas, Two-wavelength method of measuring path-averaged turbulent surface heat fluxes. J. Atmos. Ocean. Technol. 62, 280–292 (1989)
go back to reference J. Bai, S.M. Liu, X.P. Ding, L. Lu, A study of the processing method of large aperture scintillometer observation data. Adv. Earth Science 25(11), 1148–1165 (2010.) (In Chinese with English abstract) J. Bai, S.M. Liu, X.P. Ding, L. Lu, A study of the processing method of large aperture scintillometer observation data. Adv. Earth Science 25(11), 1148–1165 (2010.) (In Chinese with English abstract)
go back to reference J. Bai, L. Jia, S.M. Liu, Z.W. Xu, G.C. Hu, M.J. Zhu, Characterizing the footprint of eddy covariance system and large aperture scintillometer measurements to validate satellite-based surface fluxes. IEEE Geosci. Remote Sens. Lett. 12(5), 943–947 (2015) J. Bai, L. Jia, S.M. Liu, Z.W. Xu, G.C. Hu, M.J. Zhu, Characterizing the footprint of eddy covariance system and large aperture scintillometer measurements to validate satellite-based surface fluxes. IEEE Geosci. Remote Sens. Lett. 12(5), 943–947 (2015)
go back to reference D. Baldocchi, R. Valentini, S. Running, W. Oechel, R. Dahlman, Strategies f or measuring and modelling carbon dioxide and water vapour fluxes over terrestrial ecosystems. Glob. Chang. Biol. 2, 159–168 (1996) D. Baldocchi, R. Valentini, S. Running, W. Oechel, R. Dahlman, Strategies f or measuring and modelling carbon dioxide and water vapour fluxes over terrestrial ecosystems. Glob. Chang. Biol. 2, 159–168 (1996)
go back to reference D. Baldocchi, E. Falge, L.H. Gu, R. Olson, D. Hollinger, S. Running, P. Anthoni, C. Bernhofer, K. Davis, R. Evans, J. Fuentes, A. Goldstein, G. Katul, B. Law, X.H. Lee, Y. Malhi, T. Meyers, W. Munger, W. Oechel, K.T. Paw U, K. Pilegaard, H.P. Schmid, R. Valentini, S. Verma, T. Vesala, K. Wilson, S. Wofsy, FLUXNET: a net tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor, and energy flux densities. Bull. Am. Meteorol. Soc. 82(11), 2415–2434 (2001) D. Baldocchi, E. Falge, L.H. Gu, R. Olson, D. Hollinger, S. Running, P. Anthoni, C. Bernhofer, K. Davis, R. Evans, J. Fuentes, A. Goldstein, G. Katul, B. Law, X.H. Lee, Y. Malhi, T. Meyers, W. Munger, W. Oechel, K.T. Paw U, K. Pilegaard, H.P. Schmid, R. Valentini, S. Verma, T. Vesala, K. Wilson, S. Wofsy, FLUXNET: a net tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor, and energy flux densities. Bull. Am. Meteorol. Soc. 82(11), 2415–2434 (2001)
go back to reference F. Beyrich, H. Mengelkamp, Evaporation over a heterogeneous land surface: EVA_GRIPS and the LITFASS-2003 experiment – an overview. Bound.-Layer Meteorol. 121, 5–32 (2006) F. Beyrich, H. Mengelkamp, Evaporation over a heterogeneous land surface: EVA_GRIPS and the LITFASS-2003 experiment – an overview. Bound.-Layer Meteorol. 121, 5–32 (2006)
go back to reference F. Beyrich, H.J. Herzog, J. Neisser, The LIFASS project of DWD and the LITFASS-98 experiment: the project strategy and the experimental setup. Theor. Appl. Climatol. 73, 3–18 (2002) F. Beyrich, H.J. Herzog, J. Neisser, The LIFASS project of DWD and the LITFASS-98 experiment: the project strategy and the experimental setup. Theor. Appl. Climatol. 73, 3–18 (2002)
go back to reference F. Beyrich, J. Bange, O.K. Hartogensis, S. Raasch, M. Braam, D. van Dinther, D. Gräf, B. van Kesteren, A.C. van den Kroonenberg, B. Maronga, S. Martin, A.F. Moene, Towards a validation of scintillometer measurements: the LITFASS-2009 experiment. Bound.-Layer Meteorol. 144, 83–112 (2012) F. Beyrich, J. Bange, O.K. Hartogensis, S. Raasch, M. Braam, D. van Dinther, D. Gräf, B. van Kesteren, A.C. van den Kroonenberg, B. Maronga, S. Martin, A.F. Moene, Towards a validation of scintillometer measurements: the LITFASS-2009 experiment. Bound.-Layer Meteorol. 144, 83–112 (2012)
go back to reference H. Bogena, K. Schulz, H. Vereeken, Towards a network of observatories in terrestrial environmental research. Adv. Geosci. 9, 109–114 (2006) H. Bogena, K. Schulz, H. Vereeken, Towards a network of observatories in terrestrial environmental research. Adv. Geosci. 9, 109–114 (2006)
go back to reference I.S. Bowen, The ratio of heat losses by conduction and by evaporation from any water surface. Phys. Rev. 27(6), 779–787 (1926) I.S. Bowen, The ratio of heat losses by conduction and by evaporation from any water surface. Phys. Rev. 27(6), 779–787 (1926)
go back to reference P. Cellier, Y. Brunet, Flux–gradient relationships above tall plant canopies. Agric. For. Meteorol. 58, 93–117 (1992) P. Cellier, Y. Brunet, Flux–gradient relationships above tall plant canopies. Agric. For. Meteorol. 58, 93–117 (1992)
go back to reference P. Cellier, A. Olioso, A simple system for automated long term Bowen ratio measurement. Agric. For. Meteorol. 66, 81–92 (1993) P. Cellier, A. Olioso, A simple system for automated long term Bowen ratio measurement. Agric. For. Meteorol. 66, 81–92 (1993)
go back to reference D. Charuchittipan, W. Babel, M. Mauder, J.P. Leps, T. Foken, Extension of the averaging time in eddy-covariance measurements and its effect on the energy balance closure. Bound.-Layer Meteorol. 152(3), 303–327 (2014) D. Charuchittipan, W. Babel, M. Mauder, J.P. Leps, T. Foken, Extension of the averaging time in eddy-covariance measurements and its effect on the energy balance closure. Bound.-Layer Meteorol. 152(3), 303–327 (2014)
go back to reference J.D. Cooper, Water use of a tea estate from soil moisture measurements. East Afr. Agric. For. J. 43, 102–121 (1979) J.D. Cooper, Water use of a tea estate from soil moisture measurements. East Afr. Agric. For. J. 43, 102–121 (1979)
go back to reference H.A.R. De Bruin, Time to think, reflections of a pre-pensioned scintillometer researcher. Bull. Am. Meteorol. Soc. 90, ES17–ES26 (2009) H.A.R. De Bruin, Time to think, reflections of a pre-pensioned scintillometer researcher. Bull. Am. Meteorol. Soc. 90, ES17–ES26 (2009)
go back to reference D. Dragoni, A.N. Lakso, R.M. Piccioni, Transpiration of apple trees in a humid climate using heat pulse sap flow gauges calibrated with whole-canopy gas exchange chambers. Agric. For. Meteorol. 130, 85–94 (2005) D. Dragoni, A.N. Lakso, R.M. Piccioni, Transpiration of apple trees in a humid climate using heat pulse sap flow gauges calibrated with whole-canopy gas exchange chambers. Agric. For. Meteorol. 130, 85–94 (2005)
go back to reference A. Ershadi, M.F. McCabe, J.P. Evans, N.W. Chaney, E.F. Wood, Multi-site evaluation of terrestrial evaporation models using FLUXNET data. Agric. For. Meteorol. 187, 46–61 (2014) A. Ershadi, M.F. McCabe, J.P. Evans, N.W. Chaney, E.F. Wood, Multi-site evaluation of terrestrial evaporation models using FLUXNET data. Agric. For. Meteorol. 187, 46–61 (2014)
go back to reference J. Evans, H.A.R. De Bruin, The effective height of a two-wavelength scintillometer system. Bound.-Layer Meteorol. 141(1), 165–177 (2011) J. Evans, H.A.R. De Bruin, The effective height of a two-wavelength scintillometer system. Bound.-Layer Meteorol. 141(1), 165–177 (2011)
go back to reference E. Falge, D.D. Baldocchi, R. Olson, P. Anthoni, M. Aubinet, C. Bernhofer, G. Burba, R. Ceulemans, R. Clement, H. Dolman, A. Granier, P. Gross, T. Grünwald, D. Hollinger, N.O. Jensen, G. Katul, P. Keronen, A. Kowalski, C.T. Lai, B.E. Law, T. Meyers, J. Moncrieff, E. Moors, J.W. Munger, K. Pilegaard, ü. Rannik, A. Rebmann, C. Suyker, J. Tenhunen, K. Tu, S. Verma, T. Vesala, K. Wilson, S. Wofsy, Gap filling strategies for defensible annual sums of net ecosystem exchange. Agric. For. Meteorol. 107, 43–69 (2001) E. Falge, D.D. Baldocchi, R. Olson, P. Anthoni, M. Aubinet, C. Bernhofer, G. Burba, R. Ceulemans, R. Clement, H. Dolman, A. Granier, P. Gross, T. Grünwald, D. Hollinger, N.O. Jensen, G. Katul, P. Keronen, A. Kowalski, C.T. Lai, B.E. Law, T. Meyers, J. Moncrieff, E. Moors, J.W. Munger, K. Pilegaard, ü. Rannik, A. Rebmann, C. Suyker, J. Tenhunen, K. Tu, S. Verma, T. Vesala, K. Wilson, S. Wofsy, Gap filling strategies for defensible annual sums of net ecosystem exchange. Agric. For. Meteorol. 107, 43–69 (2001)
go back to reference C. Feigenwinter, C. Bernhofer, R. Vogt, The influence of advection on the short term CO2-budget in an above a forest canopy. Bound.-Layer Meteorol. 113, 201–224 (2004) C. Feigenwinter, C. Bernhofer, R. Vogt, The influence of advection on the short term CO2-budget in an above a forest canopy. Bound.-Layer Meteorol. 113, 201–224 (2004)
go back to reference P.L. Finkelstein, P.F. Sims, Sampling error in eddy correlation flux measurements. J. Geophys. Res. 106(D4), 3503–3509 (2001) P.L. Finkelstein, P.F. Sims, Sampling error in eddy correlation flux measurements. J. Geophys. Res. 106(D4), 3503–3509 (2001)
go back to reference J. Finnigan, The footprint concept in complex terrain. Agric. For. Meteorol. 127, 117–129 (2004) J. Finnigan, The footprint concept in complex terrain. Agric. For. Meteorol. 127, 117–129 (2004)
go back to reference T.K. Flesch, J.D. Wilson, E. Yee, Backward-time Lagrangian stochastic dispersion models and their application to estimate gaseous emissions. J. Appl. Meteorol. 34(6), 1320–1332 (1995) T.K. Flesch, J.D. Wilson, E. Yee, Backward-time Lagrangian stochastic dispersion models and their application to estimate gaseous emissions. J. Appl. Meteorol. 34(6), 1320–1332 (1995)
go back to reference T. Foken, The energy balance closure problem: an overview. Ecol. Appl. 18(6), 1351–1367 (2008) T. Foken, The energy balance closure problem: an overview. Ecol. Appl. 18(6), 1351–1367 (2008)
go back to reference T. Foken, S.P. Oncley, Results of the workshop Instrumental and methodical problems of land surface flux measurements. Bull. Am. Meteorol. Soc. 76, 1191–1193 (1995) T. Foken, S.P. Oncley, Results of the workshop Instrumental and methodical problems of land surface flux measurements. Bull. Am. Meteorol. Soc. 76, 1191–1193 (1995)
go back to reference T. Foken, B. Wichura, Tools for quality assessment of surface-based flux measurements. Agric. For. Meteorol. 78, 83–105 (1996) T. Foken, B. Wichura, Tools for quality assessment of surface-based flux measurements. Agric. For. Meteorol. 78, 83–105 (1996)
go back to reference T. Foken, M. Göckede, M. Mauder, L. Mahrt, B. Amiro, W. Munger, Post-field data quality control, in Handbook of Micrometeorology, ed. by X. Lee et al. (Kluwer, Dordrecht, 2004), pp. 181–208 T. Foken, M. Göckede, M. Mauder, L. Mahrt, B. Amiro, W. Munger, Post-field data quality control, in Handbook of Micrometeorology, ed. by X. Lee et al. (Kluwer, Dordrecht, 2004), pp. 181–208
go back to reference T. Foken, M. Mauder, C. Liebethal, F. Wimmer, F. Beyrich, J.P. Leps, S. Raasch, H.A.R. De Bruin, W.M.L. Meijninger, J. Bange, Energy balance closure for the LITFASS-2003 experiment. Theor. Appl. Climatol. 101, 149–160 (2010) T. Foken, M. Mauder, C. Liebethal, F. Wimmer, F. Beyrich, J.P. Leps, S. Raasch, H.A.R. De Bruin, W.M.L. Meijninger, J. Bange, Energy balance closure for the LITFASS-2003 experiment. Theor. Appl. Climatol. 101, 149–160 (2010)
go back to reference L.J. Fritschen, C.L. Fritschen, Bowen ratio energy balance method, in Micrometeorology in Agricultural Systems, ed. by J.L. Hatfield, J.M. Baker. Agronomy Series, vol. 47 (American Society of Agronomy, Madison, 2005), pp. 397–405 L.J. Fritschen, C.L. Fritschen, Bowen ratio energy balance method, in Micrometeorology in Agricultural Systems, ed. by J.L. Hatfield, J.M. Baker. Agronomy Series, vol. 47 (American Society of Agronomy, Madison, 2005), pp. 397–405
go back to reference L.J. Fritschen, J.R. Simpson, Surface energy balance and radiation systems: general description and improvements. J. Appl. Meteorol. 28, 680–689 (1989) L.J. Fritschen, J.R. Simpson, Surface energy balance and radiation systems: general description and improvements. J. Appl. Meteorol. 28, 680–689 (1989)
go back to reference L.J. Fritschen, L.W. Gay, J.R. Simpson, The effect of a moisture step change and advective conditions on the energy balance components of irrigated alfalfa, in Proceedings of the 16th Conference on Agricultural and Forest Meteorology, American Meteorological Society, Boston, 21–24 May 1983, pp. 83–86 L.J. Fritschen, L.W. Gay, J.R. Simpson, The effect of a moisture step change and advective conditions on the energy balance components of irrigated alfalfa, in Proceedings of the 16th Conference on Agricultural and Forest Meteorology, American Meteorological Society, Boston, 21–24 May 1983, pp. 83–86
go back to reference W.U. Garstka, Design of the automatic recording in-place lysimeters near Coshocton, Ohio. Soil Sci. Soc. Am. Proc. 2, 555–559 (1937) W.U. Garstka, Design of the automatic recording in-place lysimeters near Coshocton, Ohio. Soil Sci. Soc. Am. Proc. 2, 555–559 (1937)
go back to reference J.P. Goutorbe, T. Lebel, A. Tinga, P. Bessemoulin, J. Brouwer, A.J. Dolman, E.T. Engman, J.H.C. Gash, M. Hoepffner, P. Kabat, Y.H. Kerr, B. Monteny, S. Prince, F. Said, P. Sellers, J.S. Wallace, HAPEX-Sahel: a large-scale study of land–atmosphere interactions in the semi-arid tropics. Ann. Geophys. 12(1), 53–64 (1994) J.P. Goutorbe, T. Lebel, A. Tinga, P. Bessemoulin, J. Brouwer, A.J. Dolman, E.T. Engman, J.H.C. Gash, M. Hoepffner, P. Kabat, Y.H. Kerr, B. Monteny, S. Prince, F. Said, P. Sellers, J.S. Wallace, HAPEX-Sahel: a large-scale study of land–atmosphere interactions in the semi-arid tropics. Ann. Geophys. 12(1), 53–64 (1994)
go back to reference S. Halldin, S.E. Gryning, L. Gottschalk, A. Jochum, L.C. Lundin, A.A. Van de Griend, Energy, water and carbon exchange in a boreal forest landscape – NOPEX experiences. Agric. For. Meteorol. 98–99, 5–29 (1999) S. Halldin, S.E. Gryning, L. Gottschalk, A. Jochum, L.C. Lundin, A.A. Van de Griend, Energy, water and carbon exchange in a boreal forest landscape – NOPEX experiences. Agric. For. Meteorol. 98–99, 5–29 (1999)
go back to reference O.K. Hartogensis, H.A.R. De Bruin, Monin–Obukhov similarity functions of the structure parameter of temperature and turbulent kinetic energy dissipation rate in the stable boundary layer. Bound.-Layer Meteorol. 116(2), 253–276 (2005) O.K. Hartogensis, H.A.R. De Bruin, Monin–Obukhov similarity functions of the structure parameter of temperature and turbulent kinetic energy dissipation rate in the stable boundary layer. Bound.-Layer Meteorol. 116(2), 253–276 (2005)
go back to reference O.K. Hartogensis, C.J. Watts, J.C. Rodriguez, H.A.R. De Bruin, Derivation of an effective height for scintillometers: La Poza experiment in northwest Mexico. J. Hydrometeorol. 4, 915–928 (2003) O.K. Hartogensis, C.J. Watts, J.C. Rodriguez, H.A.R. De Bruin, Derivation of an effective height for scintillometers: La Poza experiment in northwest Mexico. J. Hydrometeorol. 4, 915–928 (2003)
go back to reference J.L. Heilman, C.L. Brittin, C.M.U. Neale, Fetch requirements for Bowen ratio measurements of latent and sensible heat fluxes. Agric. For. Meteorol. 44, 261–273 (1989) J.L. Heilman, C.L. Brittin, C.M.U. Neale, Fetch requirements for Bowen ratio measurements of latent and sensible heat fluxes. Agric. For. Meteorol. 44, 261–273 (1989)
go back to reference B. Heusinkverld, A. Jacobs, A. Holtslag, et al., Surface energy balance closure in an arid region: role of soil heat flux. Agric. For. Meteorol. 122, 21–37 (2004) B. Heusinkverld, A. Jacobs, A. Holtslag, et al., Surface energy balance closure in an arid region: role of soil heat flux. Agric. For. Meteorol. 122, 21–37 (2004)
go back to reference R.J. Hill, R.A. Bohlander, S.F. Clifford, R.W. McMillan, J.T. Priestly, W.P. Schoenfeld, Turbulence-induced millimeter-wave scintillation compared with micrometeorological measurements. IEEE Trans. Geosci. Remote Sens. 26, 330–342 (1988) R.J. Hill, R.A. Bohlander, S.F. Clifford, R.W. McMillan, J.T. Priestly, W.P. Schoenfeld, Turbulence-induced millimeter-wave scintillation compared with micrometeorological measurements. IEEE Trans. Geosci. Remote Sens. 26, 330–342 (1988)
go back to reference J.C.B. Hoedjes, R.M. Zuurbier, C.J. Watts, Large aperture scintillometer used over a homogeneous irrigated area, partly affected by regional advection. Bound.-Layer Meteorol. 105, 99–117 (2002) J.C.B. Hoedjes, R.M. Zuurbier, C.J. Watts, Large aperture scintillometer used over a homogeneous irrigated area, partly affected by regional advection. Bound.-Layer Meteorol. 105, 99–117 (2002)
go back to reference D.Y. Hollinger, A.D. Richardson, Uncertainty in eddy covariance measurements and its application to physiological models. Tree Physiol. 25, 873–885 (2005) D.Y. Hollinger, A.D. Richardson, Uncertainty in eddy covariance measurements and its application to physiological models. Tree Physiol. 25, 873–885 (2005)
go back to reference T.W. Horst, J.C. Weil, Footprint estimation for scalar flux measurements in the atmospheric surface layer. Bound.-Layer Meteorol. 59, 279–296 (1992) T.W. Horst, J.C. Weil, Footprint estimation for scalar flux measurements in the atmospheric surface layer. Bound.-Layer Meteorol. 59, 279–296 (1992)
go back to reference T.A. Howell, A.D. Schneider, M.E. Jensen, History of lysimeter design and use for evapotranspiration measurements, in Lysimeters for Evapotranspiration and Environmental Measurements, IR Diy/ASCE/Honolulu, 23–25 July 1991, pp. 1–9 T.A. Howell, A.D. Schneider, M.E. Jensen, History of lysimeter design and use for evapotranspiration measurements, in Lysimeters for Evapotranspiration and Environmental Measurements, IR Diy/ASCE/Honolulu, 23–25 July 1991, pp. 1–9
go back to reference C.I. Hsieh, G. Katul, T.W. Chi, An approximate analytical model for footprint estimation of scalar fluxes in thermally stratified atmospheric flows. Adv. Water Resour. 23(7), 765–772 (2000) C.I. Hsieh, G. Katul, T.W. Chi, An approximate analytical model for footprint estimation of scalar fluxes in thermally stratified atmospheric flows. Adv. Water Resour. 23(7), 765–772 (2000)
go back to reference D.F. Hui, S. Wan, B. Su, G. Katul, R. Monson, Gap-filling missing data in eddy covariance measurements using multiple imputation (MI) for annual estimation. Agric. For. Meteorol. 121(1–2), 93–111 (2004) D.F. Hui, S. Wan, B. Su, G. Katul, R. Monson, Gap-filling missing data in eddy covariance measurements using multiple imputation (MI) for annual estimation. Agric. For. Meteorol. 121(1–2), 93–111 (2004)
go back to reference K.H. Jensen, T.H. Illangasekare, HOBE: a hydrological observatory. Vadose Zone J. 10, 1–7 (2011) K.H. Jensen, T.H. Illangasekare, HOBE: a hydrological observatory. Vadose Zone J. 10, 1–7 (2011)
go back to reference R. Jin, X. Li, B.P. Yan, X.H. Li, W.M. Luo, M.G. Ma, J.W. Guo, J. Kang, Z.L. Zhu, A nested eco-hydrological wireless sensor network for capturing surface heterogeneity in the middle-reach of Heihe River Basin, China. IEEE Geosci. Remote Sens. Lett. 11(11), 2015–2019 (2014) R. Jin, X. Li, B.P. Yan, X.H. Li, W.M. Luo, M.G. Ma, J.W. Guo, J. Kang, Z.L. Zhu, A nested eco-hydrological wireless sensor network for capturing surface heterogeneity in the middle-reach of Heihe River Basin, China. IEEE Geosci. Remote Sens. Lett. 11(11), 2015–2019 (2014)
go back to reference M. Khalil, M. Sakai, M. Mizoguchi, T. Miyazaki, Current and prospective applications of Zero Flux Plane (ZFP) method. J. Jpn. Soc. Soil Phys. 95, 75–90 (2003) M. Khalil, M. Sakai, M. Mizoguchi, T. Miyazaki, Current and prospective applications of Zero Flux Plane (ZFP) method. J. Jpn. Soc. Soil Phys. 95, 75–90 (2003)
go back to reference J. Kleissl, J. Gomez, S.H. Hong, Large aperture scintillometer intercomparison study. Bound.-Layer Meteorol. 128, 133–150 (2009) J. Kleissl, J. Gomez, S.H. Hong, Large aperture scintillometer intercomparison study. Bound.-Layer Meteorol. 128, 133–150 (2009)
go back to reference R. Kormann, F.X. Meixner, An analytic footprint model for neutral stratification. Bound.-Layer Meteorol. 99, 207–224 (2001) R. Kormann, F.X. Meixner, An analytic footprint model for neutral stratification. Bound.-Layer Meteorol. 99, 207–224 (2001)
go back to reference M.R. Kuhlman, H. Loescher, R. Leonard, R. Farnsworth, T.E. Dawson, E.F. Kelly, A new engagement model to complete and operate the national ecological observatory network. Bull. Ecol. Soc. Am. 97, 283–287 (2016) M.R. Kuhlman, H. Loescher, R. Leonard, R. Farnsworth, T.E. Dawson, E.F. Kelly, A new engagement model to complete and operate the national ecological observatory network. Bull. Ecol. Soc. Am. 97, 283–287 (2016)
go back to reference D. Lenschow, J. Mann, L. Kristensen, How long is long enough when measuring fluxes and other turbulence statistics? J. Atmos. Ocean. Technol. 11(3), 661–673 (1994) D. Lenschow, J. Mann, L. Kristensen, How long is long enough when measuring fluxes and other turbulence statistics? J. Atmos. Ocean. Technol. 11(3), 661–673 (1994)
go back to reference X. Li, X.W. Li, Z.Y. Li, M.G. Ma, J. Wang, Q. Xiao, Q. Liu, T. Che, E.X. Chen, G.J. Yan, Z.Y. Hu, L.X. Zhang, R.Z. Chu, P.X. Su, Q.H. Liu, S.M. Liu, J.D. Wang, Z. Niu, Y. Chen, R. Jin, W.Z. Wang, Y.H. Ran, X.Z. Xin, H.Z. Ren, Watershed allied telemetry experimental research. J. Geophys. Res. 114, D22103 (2009). https://doi.org/10.1029/2008JD011590CrossRef X. Li, X.W. Li, Z.Y. Li, M.G. Ma, J. Wang, Q. Xiao, Q. Liu, T. Che, E.X. Chen, G.J. Yan, Z.Y. Hu, L.X. Zhang, R.Z. Chu, P.X. Su, Q.H. Liu, S.M. Liu, J.D. Wang, Z. Niu, Y. Chen, R. Jin, W.Z. Wang, Y.H. Ran, X.Z. Xin, H.Z. Ren, Watershed allied telemetry experimental research. J. Geophys. Res. 114, D22103 (2009). https://​doi.​org/​10.​1029/​2008JD011590CrossRef
go back to reference X. Li, G.D. Cheng, S.M. Liu, Q. Xiao, M.G. Ma, R. Jin, T. Che, Q.H. Liu, W.Z. Wang, Y. Qi, J.G. Wen, H.Y. Li, G.F. Zhu, J.W. Guo, Y.H. Ran, S.G. Wang, Z.L. Zhu, J. Zhou, X.L. Hu, Z.W. Xu, Heihe watershed allied telemetry experimental research (HiWATER): scientific objectives and experimental design. Bull. Am. Meteorol. Soc. 94(8), 1145–1160 (2013) X. Li, G.D. Cheng, S.M. Liu, Q. Xiao, M.G. Ma, R. Jin, T. Che, Q.H. Liu, W.Z. Wang, Y. Qi, J.G. Wen, H.Y. Li, G.F. Zhu, J.W. Guo, Y.H. Ran, S.G. Wang, Z.L. Zhu, J. Zhou, X.L. Hu, Z.W. Xu, Heihe watershed allied telemetry experimental research (HiWATER): scientific objectives and experimental design. Bull. Am. Meteorol. Soc. 94(8), 1145–1160 (2013)
go back to reference C. Liebethal, B. Huwe, T. Foken, Sensitivity analysis for two ground heat flux calculation approaches. Agric. For. Meteorol. 132, 253–262 (2005) C. Liebethal, B. Huwe, T. Foken, Sensitivity analysis for two ground heat flux calculation approaches. Agric. For. Meteorol. 132, 253–262 (2005)
go back to reference S.M. Liu, Z.W. Xu, W.Z. Wang, J. Bai, Z.Z. Jia, M.J. Zhu, J.M. Wang, A comparison of eddy-covariance and large aperture scintillometer measurements with respect to the energy balance closure problem. Hydrol. Earth Syst. Sci. 15(4), 1291–1306 (2011) S.M. Liu, Z.W. Xu, W.Z. Wang, J. Bai, Z.Z. Jia, M.J. Zhu, J.M. Wang, A comparison of eddy-covariance and large aperture scintillometer measurements with respect to the energy balance closure problem. Hydrol. Earth Syst. Sci. 15(4), 1291–1306 (2011)
go back to reference S.M. Liu, Z.W. Xu, Z.L. Zhu, Z.Z. Jia, M.J. Zhu, Measurements of evapotranspiration from eddy-covariance systems and large aperture scintillometers in the Hai River Basin, China. J. Hydrol. 487, 24–38 (2013) S.M. Liu, Z.W. Xu, Z.L. Zhu, Z.Z. Jia, M.J. Zhu, Measurements of evapotranspiration from eddy-covariance systems and large aperture scintillometers in the Hai River Basin, China. J. Hydrol. 487, 24–38 (2013)
go back to reference S.M. Liu, Z.W. Xu, L.S. Song, Q.Y. Zhao, Y. Ge, T.R. Xu, Y.F. Ma, Z.L. Zhu, Z.Z. Jia, F. Zhang, Upscaling evapotranspiration measurements from multi-site to the satellite pixel scale over heterogeneous land surfaces. Agric. For. Meteorol. 230–231, 97–113 (2016) S.M. Liu, Z.W. Xu, L.S. Song, Q.Y. Zhao, Y. Ge, T.R. Xu, Y.F. Ma, Z.L. Zhu, Z.Z. Jia, F. Zhang, Upscaling evapotranspiration measurements from multi-site to the satellite pixel scale over heterogeneous land surfaces. Agric. For. Meteorol. 230–231, 97–113 (2016)
go back to reference L. Lu, S.M. Liu, Z.W. Xu, J.M. Wang, X.W. Li, Results from measurements of large aperture scintillometer over different surfaces. J. Appl. Meteorol. Sci. 20(2), 171–178 (2009) (In Chinese with English abstract) L. Lu, S.M. Liu, Z.W. Xu, J.M. Wang, X.W. Li, Results from measurements of large aperture scintillometer over different surfaces. J. Appl. Meteorol. Sci. 20(2), 171–178 (2009) (In Chinese with English abstract)
go back to reference A. Lüdi, F. Beyrich, C. Matzler, Determination of the turbulent temperature–humidity correlation from scintillometric measurements. Bound.-Layer Meteorol. 117, 525–550 (2005) A. Lüdi, F. Beyrich, C. Matzler, Determination of the turbulent temperature–humidity correlation from scintillometric measurements. Bound.-Layer Meteorol. 117, 525–550 (2005)
go back to reference E. Malek, G.E. Bingham, Comparison of the Bowen ratio-energy balance and the water balance methods for the measurement of evapotranspiration. J. Hydrol. 146, 209–220 (1993) E. Malek, G.E. Bingham, Comparison of the Bowen ratio-energy balance and the water balance methods for the measurement of evapotranspiration. J. Hydrol. 146, 209–220 (1993)
go back to reference J. Mann, D.H. Lenschow, Errors in airborne flux measurements. J. Geophys. Res. 99(7), 14519–14526 (1994) J. Mann, D.H. Lenschow, Errors in airborne flux measurements. J. Geophys. Res. 99(7), 14519–14526 (1994)
go back to reference M. Mauder, T. Foken, R. Clement, J.A. Elbers, W. Eugster, T. GrÜnwald, B. Heusinkveld, O. Kolle, Quality control of CarboEurope flux data – part 2: inter-comparison of eddy-covariance software. Biogeosciences 5, 451–462 (2008) M. Mauder, T. Foken, R. Clement, J.A. Elbers, W. Eugster, T. GrÜnwald, B. Heusinkveld, O. Kolle, Quality control of CarboEurope flux data – part 2: inter-comparison of eddy-covariance software. Biogeosciences 5, 451–462 (2008)
go back to reference K.J. McAneney, A.E. Green, M.S. Astill, Large-aperture scintillometry – the homogeneous case. Agric. For. Meteorol. 76, 149–162 (1995) K.J. McAneney, A.E. Green, M.S. Astill, Large-aperture scintillometry – the homogeneous case. Agric. For. Meteorol. 76, 149–162 (1995)
go back to reference W.M.L. Meijninger, A.E. Green, O.K. Hartogensis, W. Kohsiek, C.B. Hoedjes, R.M. Zuurbier, H.A.R. De Bruin, Determination of area-averaged water vapour fluxes with large aperture and radio wave scintillometers over a heterogeneous surface – Flevoland field experiment. Bound.-Layer Meteorol. 105, 63–83 (2002) W.M.L. Meijninger, A.E. Green, O.K. Hartogensis, W. Kohsiek, C.B. Hoedjes, R.M. Zuurbier, H.A.R. De Bruin, Determination of area-averaged water vapour fluxes with large aperture and radio wave scintillometers over a heterogeneous surface – Flevoland field experiment. Bound.-Layer Meteorol. 105, 63–83 (2002)
go back to reference D. Michel, C. Jiménez, D.G. Miralles, M. Jung, M. Hirschi, A. Ershadi, B. Bartens, M.F. McCabe, J.B. Fisher, Q. Mu, S.I. Seneviratne, E.F. Wood, D. Fernández-Prieto, The WACMOS-ET project – part 1: tower-scale evaluation of four remote-sensing-based evapotranspiration algorithms. Hydrol. Earth Syst. Sci. 20, 803–822 (2016) D. Michel, C. Jiménez, D.G. Miralles, M. Jung, M. Hirschi, A. Ershadi, B. Bartens, M.F. McCabe, J.B. Fisher, Q. Mu, S.I. Seneviratne, E.F. Wood, D. Fernández-Prieto, The WACMOS-ET project – part 1: tower-scale evaluation of four remote-sensing-based evapotranspiration algorithms. Hydrol. Earth Syst. Sci. 20, 803–822 (2016)
go back to reference A.F. Moene, F. Beyrich, O.K. Hartogensis, Developments in scintillometer. Bull. Am. Meteorol. Soc. 90(5), 694–698 (2009) A.F. Moene, F. Beyrich, O.K. Hartogensis, Developments in scintillometer. Bull. Am. Meteorol. Soc. 90(5), 694–698 (2009)
go back to reference J. Moncrieff, R. Clement, J. Finnigan, T. Meyers, Averaging, detrending, and filtering of eddy covariance time series, in Handbook of Micrometeorology, ed. by X. Lee et al. (Kluwer, Dordrecht, 2004), pp. 7–31 J. Moncrieff, R. Clement, J. Finnigan, T. Meyers, Averaging, detrending, and filtering of eddy covariance time series, in Handbook of Micrometeorology, ed. by X. Lee et al. (Kluwer, Dordrecht, 2004), pp. 7–31
go back to reference T. Nakai, K. Shimoyama, Ultrasonic anemometer angle of attack errors under turbulent conditions. Agric. For. Meteorol. 162–163, 14–26 (2012) T. Nakai, K. Shimoyama, Ultrasonic anemometer angle of attack errors under turbulent conditions. Agric. For. Meteorol. 162–163, 14–26 (2012)
go back to reference J.O. Payero, C.M.U. Neale, J.L. Wright, R.G. Allen, Guidelines for validating Bowen ratio data. Trans. ASAE 46(4), 1051–1060 (2003) J.O. Payero, C.M.U. Neale, J.L. Wright, R.G. Allen, Guidelines for validating Bowen ratio data. Trans. ASAE 46(4), 1051–1060 (2003)
go back to reference P.J. Perez, F. Castellvi, M. Ibañez, J.I. Rosell, Assessment of reliability of Bowen ratio method for partitioning fluxes. Agric. For. Meteorol. 97, 141–150 (1999) P.J. Perez, F. Castellvi, M. Ibañez, J.I. Rosell, Assessment of reliability of Bowen ratio method for partitioning fluxes. Agric. For. Meteorol. 97, 141–150 (1999)
go back to reference J.H. Prueger, J.L. Hatfield, J.K. Aase, J.L. Pikul Jr., Bowen-ratio comparisons with lysimetric evapotranspiration. Agron. J. 89, 730–736 (1997) J.H. Prueger, J.L. Hatfield, J.K. Aase, J.L. Pikul Jr., Bowen-ratio comparisons with lysimetric evapotranspiration. Agron. J. 89, 730–736 (1997)
go back to reference Y.H. Qu, Y.Q. Zhu, W.C. Han, J.D. Wang, M.G. Ma, Crop leaf area index observations with a wireless sensor network and its potential for validating remote sensing products. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 7(2), 431–444 (2014) Y.H. Qu, Y.Q. Zhu, W.C. Han, J.D. Wang, M.G. Ma, Crop leaf area index observations with a wireless sensor network and its potential for validating remote sensing products. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 7(2), 431–444 (2014)
go back to reference R. Ringgaard, M. Herbst, T. Friborg, K. Schelde, A.G. Thomsen, H. Soegaard, Energy fluxes above three disparate surfaces in a temperate mesoscale coastal catchment. Vadose Zone J. 11, 54–66 (2011) R. Ringgaard, M. Herbst, T. Friborg, K. Schelde, A.G. Thomsen, H. Soegaard, Energy fluxes above three disparate surfaces in a temperate mesoscale coastal catchment. Vadose Zone J. 11, 54–66 (2011)
go back to reference RPG Radiometer Physics GmbH, RPG-MWSC-160 microwave scintillometer manual, version 1.02. Meckenheim (2014) RPG Radiometer Physics GmbH, RPG-MWSC-160 microwave scintillometer manual, version 1.02. Meckenheim (2014)
go back to reference H.P. Schmid, Source areas for scalars and scalar fluxes. Bound.-Layer Meteorol. 67, 293–318 (1994) H.P. Schmid, Source areas for scalars and scalar fluxes. Bound.-Layer Meteorol. 67, 293–318 (1994)
go back to reference H.P. Schmid, Experimental design for flux measurements: matching scales of observations and fluxes. Agric. For. Meteorol. 87, 179–200 (1997) H.P. Schmid, Experimental design for flux measurements: matching scales of observations and fluxes. Agric. For. Meteorol. 87, 179–200 (1997)
go back to reference H.P. Schmid, Footprint modeling for vegetation atmosphere exchange studies: a review and perspective. Agric. For. Meteorol. 113, 159–183 (2002) H.P. Schmid, Footprint modeling for vegetation atmosphere exchange studies: a review and perspective. Agric. For. Meteorol. 113, 159–183 (2002)
go back to reference P. Schotanus, F.T.M. Nieuwstadt, H.A.R. De Bruin, Temperature measurement with a sonic anemometer and its application to heat and moisture fluxes. Bound.-Layer Meteorol. 26, 81–93 (1983) P. Schotanus, F.T.M. Nieuwstadt, H.A.R. De Bruin, Temperature measurement with a sonic anemometer and its application to heat and moisture fluxes. Bound.-Layer Meteorol. 26, 81–93 (1983)
go back to reference P.J. Sellers, F.G. Hall, G. Asrar, D.E. Strebel, R.E. Murphy, The first ISLSCP field experiment (FIFE). Bull. Am. Meteorol. Soc. 69(1), 22–27 (1988) P.J. Sellers, F.G. Hall, G. Asrar, D.E. Strebel, R.E. Murphy, The first ISLSCP field experiment (FIFE). Bull. Am. Meteorol. Soc. 69(1), 22–27 (1988)
go back to reference P. Sellers, F. Hall, H. Margolis, B. Kelly, D. Baldocchi, G. Hartog, J. Cihlar, M.G. Ryan, B. Goodison, P. Crill, K.J. Ranson, D. Lettenmaier, D.E. Wickland, The boreal ecosystem–atmosphere study (BOREAS): an overview and early results from the 1994 field year. Bull. Am. Meteorol. Soc. 76, 1549–1577 (1995) P. Sellers, F. Hall, H. Margolis, B. Kelly, D. Baldocchi, G. Hartog, J. Cihlar, M.G. Ryan, B. Goodison, P. Crill, K.J. Ranson, D. Lettenmaier, D.E. Wickland, The boreal ecosystem–atmosphere study (BOREAS): an overview and early results from the 1994 field year. Bull. Am. Meteorol. Soc. 76, 1549–1577 (1995)
go back to reference D.I. Stannard, A theoretically based determination of Bowen-ratio fetch requirements. Bound.-Layer Meteorol. 83, 375–406 (1997) D.I. Stannard, A theoretically based determination of Bowen-ratio fetch requirements. Bound.-Layer Meteorol. 83, 375–406 (1997)
go back to reference P.C. Stoy, M. Mauder, T. Foken, M. Barbara, E. Boegh, A. Ibrom, M.A. Arain, A. Arneth, M. Aurela, C. Bernhofer, A. Cescatti, E. Dellwik, P. Duce, D. Gianelle, E. Gorsel, G. Kiely, A. Knohl, H. Margolis, H. McCaughey, L. Merbold, L. Montagnani, D. Papale, M. Reichstein, M. Saunders, P. Serrano-Ortiz, M. Sottocornola, D. Spano, F. Vaccari, A. Varlagin, A data-driven analysis of energy balance closure across FLUXNET research sites: the role of landscape scale heterogeneity. Agric. For. Meteorol. 171–172, 137–152 (2013) P.C. Stoy, M. Mauder, T. Foken, M. Barbara, E. Boegh, A. Ibrom, M.A. Arain, A. Arneth, M. Aurela, C. Bernhofer, A. Cescatti, E. Dellwik, P. Duce, D. Gianelle, E. Gorsel, G. Kiely, A. Knohl, H. Margolis, H. McCaughey, L. Merbold, L. Montagnani, D. Papale, M. Reichstein, M. Saunders, P. Serrano-Ortiz, M. Sottocornola, D. Spano, F. Vaccari, A. Varlagin, A data-driven analysis of energy balance closure across FLUXNET research sites: the role of landscape scale heterogeneity. Agric. For. Meteorol. 171–172, 137–152 (2013)
go back to reference W.C. Swinbank, The measurement of vertical transfer of heat and water vapor by eddies in the lower atmosphere. J. Meteorol. 8, 135–145 (1951) W.C. Swinbank, The measurement of vertical transfer of heat and water vapor by eddies in the lower atmosphere. J. Meteorol. 8, 135–145 (1951)
go back to reference G.I. Taylor, The spectrum of turbulence. Proc. R. Soc. 164(919), 476–490 (1938) G.I. Taylor, The spectrum of turbulence. Proc. R. Soc. 164(919), 476–490 (1938)
go back to reference V. Thiermann, H. Grassl, The measurement of turbulent surface-layer fluxes by use of bichromatic scintillation. Bound.-Layer Meteorol. 58, 367–389 (1992) V. Thiermann, H. Grassl, The measurement of turbulent surface-layer fluxes by use of bichromatic scintillation. Bound.-Layer Meteorol. 58, 367–389 (1992)
go back to reference C.W. Thornthwaite, B. Holzman, The determination of evaporation from land and water surfaces. Mon. Weather Rev. 67(1), 4–11 (1939) C.W. Thornthwaite, B. Holzman, The determination of evaporation from land and water surfaces. Mon. Weather Rev. 67(1), 4–11 (1939)
go back to reference R.W. Todd, S.R. Evett, T.A. Howell, The Bowen ratio-energy balance method for estimating latent heat flux of irrigated alfalfa evaluated in a semi-arid, advective environment. Agric. For. Meteorol. 103, 335–348 (2000) R.W. Todd, S.R. Evett, T.A. Howell, The Bowen ratio-energy balance method for estimating latent heat flux of irrigated alfalfa evaluated in a semi-arid, advective environment. Agric. For. Meteorol. 103, 335–348 (2000)
go back to reference T.E. Twine, W.P. Kustas, J.M. Norman, D.R. Cook, P.R. Houser, T.P. Meyers, J.H. Prueger, P.J. Starks, M.L. Wesely, Correcting eddy-covariance flux underestimates over a grassland. Agric. For. Meteorol. 103, 279–300 (2000) T.E. Twine, W.P. Kustas, J.M. Norman, D.R. Cook, P.R. Houser, T.P. Meyers, J.H. Prueger, P.J. Starks, M.L. Wesely, Correcting eddy-covariance flux underestimates over a grassland. Agric. For. Meteorol. 103, 279–300 (2000)
go back to reference H.E. Unland, P.R. Houser, W.J. Shuttleworth, Z.L. Yang, Surface flux measurement and modelling at a semi-arid Sonoran Desert site. Agric. For. Meteorol. 82, 119–153 (1996) H.E. Unland, P.R. Houser, W.J. Shuttleworth, Z.L. Yang, Surface flux measurement and modelling at a semi-arid Sonoran Desert site. Agric. For. Meteorol. 82, 119–153 (1996)
go back to reference S.B. Verma, N.J. Rosenberg, B.L. Blad, Turbulent exchange coefficients for sensible heat and water vapor under advective conditions. J. Appl. Meteorol. 17, 330–338 (1978) S.B. Verma, N.J. Rosenberg, B.L. Blad, Turbulent exchange coefficients for sensible heat and water vapor under advective conditions. J. Appl. Meteorol. 17, 330–338 (1978)
go back to reference T.I. Wang, G.R. Ochs, S.F. Clifford, A saturation–resistant optical scintillometer to measure Cn2. J. Opt. Soc. Am. 69, 334–338 (1978) T.I. Wang, G.R. Ochs, S.F. Clifford, A saturation–resistant optical scintillometer to measure Cn2. J. Opt. Soc. Am. 69, 334–338 (1978)
go back to reference J.M. Wang, J.X. Zhuang, W.Z. Wang, S.M. Liu, Z.W. Xu, Assessment of uncertainties in eddy covariance flux measurement based on intensive flux matrix of HiWATER-MUSOEXE. IEEE Geosci. Remote Sens. Lett. 12(2), 259–263 (2015) J.M. Wang, J.X. Zhuang, W.Z. Wang, S.M. Liu, Z.W. Xu, Assessment of uncertainties in eddy covariance flux measurement based on intensive flux matrix of HiWATER-MUSOEXE. IEEE Geosci. Remote Sens. Lett. 12(2), 259–263 (2015)
go back to reference E.K. Webb, G.I. Pearman, R. Leuning, Correction of flux measurements for density effects due to heat and water vapour transfer. Q. J. R. Meteorol. Soc. 106, 85–100 (1980) E.K. Webb, G.I. Pearman, R. Leuning, Correction of flux measurements for density effects due to heat and water vapour transfer. Q. J. R. Meteorol. Soc. 106, 85–100 (1980)
go back to reference L.A. Wever, L.B. Flanagan, P.J. Carlson, Seasonal and interannual variation in evapotranspiration, energy balance and surface conductance in a northern temperate grassland. Agric. For. Meteorol. 112, 31–49 (2002) L.A. Wever, L.B. Flanagan, P.J. Carlson, Seasonal and interannual variation in evapotranspiration, energy balance and surface conductance in a northern temperate grassland. Agric. For. Meteorol. 112, 31–49 (2002)
go back to reference J.M. Wilczak, S.P. Oncley, S.A. Stage, Sonic anemometer tilt correction algorithms. Bound.-Layer Meteorol. 99, 127–150 (2001) J.M. Wilczak, S.P. Oncley, S.A. Stage, Sonic anemometer tilt correction algorithms. Bound.-Layer Meteorol. 99, 127–150 (2001)
go back to reference K.B. Wilson, D.D. Baldocchi, Seasonal and interannual variability of energy fluxes over a broadleaved temperate deciduous forest in North America. Agric. For. Meteorol. 100, 1–18 (2000) K.B. Wilson, D.D. Baldocchi, Seasonal and interannual variability of energy fluxes over a broadleaved temperate deciduous forest in North America. Agric. For. Meteorol. 100, 1–18 (2000)
go back to reference K.B. Wilson, P.J. Hanson, P.J. Mulholland, D.D. Baldocchi, S.D. Wullschleger, A comparison of methods for determining forest evapotranspiration and its components: sap-flow, soil water budget, eddy covariance and catchment water balance. Agric. For. Meteorol. 106, 153–168 (2001) K.B. Wilson, P.J. Hanson, P.J. Mulholland, D.D. Baldocchi, S.D. Wullschleger, A comparison of methods for determining forest evapotranspiration and its components: sap-flow, soil water budget, eddy covariance and catchment water balance. Agric. For. Meteorol. 106, 153–168 (2001)
go back to reference S.D. Wullschleger, F.C. Meinzer, R.A. Vertessy, A review of whole-plant water use studies in trees. Tree Physiol. 18, 499–512 (1998) S.D. Wullschleger, F.C. Meinzer, R.A. Vertessy, A review of whole-plant water use studies in trees. Tree Physiol. 18, 499–512 (1998)
go back to reference Z.W. Xu, S.M. Liu, X. Li, S.J. Shi, J.M. Wang, Z.L. Zhu, T.R. Xu, W.Z. Wang, M.G. Ma, Intercomparison of surface energy flux measurement systems used during the HiWATER-MUSOEXE. J. Geophys. Res. 118, 13140–13157 (2013) Z.W. Xu, S.M. Liu, X. Li, S.J. Shi, J.M. Wang, Z.L. Zhu, T.R. Xu, W.Z. Wang, M.G. Ma, Intercomparison of surface energy flux measurement systems used during the HiWATER-MUSOEXE. J. Geophys. Res. 118, 13140–13157 (2013)
go back to reference Z.W. Xu, Y.F. Ma, S.M. Liu, W.J. Shi, J.M. Wang, Assessment of the energy balance closure under advective conditions and its impact using remote sensing data. J. Appl. Meteorol. Climatol. 56(1), 127–140 (2017) Z.W. Xu, Y.F. Ma, S.M. Liu, W.J. Shi, J.M. Wang, Assessment of the energy balance closure under advective conditions and its impact using remote sensing data. J. Appl. Meteorol. Climatol. 56(1), 127–140 (2017)
go back to reference T.R. Xu, S.M. Liu, Z.W. Xu, S.L. Liang, L. Xu, A dual-pass data assimilation scheme for estimating surface energy fluxes with FY3-AVIRR land surface temperature. Sci. China Earth Sci. 58(2), 211–230 (2015) T.R. Xu, S.M. Liu, Z.W. Xu, S.L. Liang, L. Xu, A dual-pass data assimilation scheme for estimating surface energy fluxes with FY3-AVIRR land surface temperature. Sci. China Earth Sci. 58(2), 211–230 (2015)
go back to reference K. Yang, J. Wang, A temperature prediction–correction method for estimating surface soil heat flux from soil temperature and moisture data. Science 51(5), 721–729 (2008) K. Yang, J. Wang, A temperature prediction–correction method for estimating surface soil heat flux from soil temperature and moisture data. Science 51(5), 721–729 (2008)
go back to reference S. Zacharias, H. Bogena, L. Samaniego, M. Mauder, R. Fuβ, T. Pütz, M. Frenzel, M. Schwank, C. Baessler, K. Butterbach-Bahl, O. Bens, E. Borg, A. Brauer, P. Dietrich, I. Hajnsek, G. Helle, R. Kiese, H. Kunstmann, S. Klotz, J.C. Munch, H. Paper, E. Priesack, H.P. Schmid, R. Steinbrecher, U. Rosenbaum, G. Teutsch, H. Vereeken, A network of terrestrial environmental observatories in Germany. Vadose Zone J. 10, 955–973 (2011) S. Zacharias, H. Bogena, L. Samaniego, M. Mauder, R. Fuβ, T. Pütz, M. Frenzel, M. Schwank, C. Baessler, K. Butterbach-Bahl, O. Bens, E. Borg, A. Brauer, P. Dietrich, I. Hajnsek, G. Helle, R. Kiese, H. Kunstmann, S. Klotz, J.C. Munch, H. Paper, E. Priesack, H.P. Schmid, R. Steinbrecher, U. Rosenbaum, G. Teutsch, H. Vereeken, A network of terrestrial environmental observatories in Germany. Vadose Zone J. 10, 955–973 (2011)
Metadata
Title
Micrometeorological Methods to Determine Evapotranspiration
Authors
Shaomin Liu
Ziwei Xu
Copyright Year
2019
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-48297-1_7