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2019 | OriginalPaper | Chapter

Remotely Sensed Evapotranspiration

Author : Yuting Yang

Published in: Observation and Measurement of Ecohydrological Processes

Publisher: Springer Berlin Heidelberg

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Abstract

Land surface evapotranspiration (E) is a key component of the water and energy balance over terrestrial ecosystems, quantification of which has long been an important topic in hydrological, meteorological, agricultural, and ecological studies. This chapter focuses on the quantification of E using remote sensing-based approaches, which provide a promising opportunity for spatially consistent and temporally continuous E mapping. An introduction of surface energy balance is firstly presented, followed by three typical methods of estimating E from remote sensing imageries (i.e., surface energy balance-based models, vegetation index-land surface temperature space models, and Penman-Monteith-based models) and the ETWatch model that combines the energy balance and Penman-Monteith models. A working example of comparing three remote sensing E models is then provided to better inform the model physics, as well as advantages and drawbacks. Additionally, temporal and spatial scaling methods are presented. Finally, existing terrestrial E products that have a global coverage and are publically accessible are introduced.

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Literature
go back to reference N. Agam, W.P. Kustas, M.C. Anderson, J.M. Norman, P.D. Colaizzi, T.A. Howell, J.H. Prueger, T.P. Meyers, T.B. Wilson, Application of the Priestley–Taylor Approach in a Two-Source Surface Energy Balance Model, J. Hydrometeorol. 11, 185 (2010)CrossRef N. Agam, W.P. Kustas, M.C. Anderson, J.M. Norman, P.D. Colaizzi, T.A. Howell, J.H. Prueger, T.P. Meyers, T.B. Wilson, Application of the Priestley–Taylor Approach in a Two-Source Surface Energy Balance Model, J. Hydrometeorol. 11, 185 (2010)CrossRef
go back to reference R.G. Allen, L.S. Pereira, D. Raes, M. Smith, Crop Evapotranspiration. FAO Irrigation and Drainage Paper 56, Rome, (1998) R.G. Allen, L.S. Pereira, D. Raes, M. Smith, Crop Evapotranspiration. FAO Irrigation and Drainage Paper 56, Rome, (1998)
go back to reference R.G. Allen, M. Tasumi, A. Morse, R. Trezza, J.L. Wright, W. Bastiaanssen, W. Kramber, I. Lorite, C.W. Robison, Satellite-Based Energy Balance for Mapping Evapotranspiration with Internalized Calibration (METRIC) - Applications, J. Irrig. Drain. Eng. 133, 395 (2007)CrossRef R.G. Allen, M. Tasumi, A. Morse, R. Trezza, J.L. Wright, W. Bastiaanssen, W. Kramber, I. Lorite, C.W. Robison, Satellite-Based Energy Balance for Mapping Evapotranspiration with Internalized Calibration (METRIC) - Applications, J. Irrig. Drain. Eng. 133, 395 (2007)CrossRef
go back to reference M.C. Anderson, J.M. Norman, G.R. Diak, W.P. Kustas, J.R. Mecikalski, A two-source time-integrated model for estimating surface fluxes using thermal infrared remote sensing, Remote Sens. Environ. 60, 195 (1997)CrossRef M.C. Anderson, J.M. Norman, G.R. Diak, W.P. Kustas, J.R. Mecikalski, A two-source time-integrated model for estimating surface fluxes using thermal infrared remote sensing, Remote Sens. Environ. 60, 195 (1997)CrossRef
go back to reference M.C. Anderson, J.M. Norman, J.R. Mecikalski, J.A. Otkin, W.P. Kustas, A climatological study of evapotranspiration and moisture stress across the continental United States based on thermal remote sensing: 1. Model formulation, J. Geophys. Res. Atmos. 112 (2007) M.C. Anderson, J.M. Norman, J.R. Mecikalski, J.A. Otkin, W.P. Kustas, A climatological study of evapotranspiration and moisture stress across the continental United States based on thermal remote sensing: 1. Model formulation, J. Geophys. Res. Atmos. 112 (2007)
go back to reference W.G.M. Bastiaanssen, M. Menenti, R.A. Feddes, A.A.M. Holtslag, A remote sensing surface energy balance algorithm for land (SEBAL). 1. Formulation, J. Hydrol. 212–213, 198 (1998)CrossRef W.G.M. Bastiaanssen, M. Menenti, R.A. Feddes, A.A.M. Holtslag, A remote sensing surface energy balance algorithm for land (SEBAL). 1. Formulation, J. Hydrol. 212–213, 198 (1998)CrossRef
go back to reference G.B. Bonan, Ecological Climatology: Concepts and Applications (Cambridge University Press, New York, 2002) G.B. Bonan, Ecological Climatology: Concepts and Applications (Cambridge University Press, New York, 2002)
go back to reference G.S. Campbell, J.M. Norman, Introduction to Environmental Biophysics (Springer, New York, 1998)CrossRef G.S. Campbell, J.M. Norman, Introduction to Environmental Biophysics (Springer, New York, 1998)CrossRef
go back to reference T. Carlson, An overview of the “Triangle Method” for estimating surface evapotranspiration and soil moisture from satellite imagery, Sensors 7, 1612 (2007)CrossRef T. Carlson, An overview of the “Triangle Method” for estimating surface evapotranspiration and soil moisture from satellite imagery, Sensors 7, 1612 (2007)CrossRef
go back to reference T.N. Carlson, W.J. Capehart, R.R. Gillies, A new look at the simplified method for remote sensing of daily evapotranspiration, Remote Sens. Environ. 54, 161 (1995)CrossRef T.N. Carlson, W.J. Capehart, R.R. Gillies, A new look at the simplified method for remote sensing of daily evapotranspiration, Remote Sens. Environ. 54, 161 (1995)CrossRef
go back to reference Y. Chen et al., Comparison of satellite-based evapotranspiration models over terrestrial ecosystems in China, Remote Sens. Environ. 140, 279 (2014)CrossRef Y. Chen et al., Comparison of satellite-based evapotranspiration models over terrestrial ecosystems in China, Remote Sens. Environ. 140, 279 (2014)CrossRef
go back to reference X.P. Deng et al., Improving agricultural water use efficiency in arid and semiarid areas of China, Agric. Water Manag. 80, 23 (2006)CrossRef X.P. Deng et al., Improving agricultural water use efficiency in arid and semiarid areas of China, Agric. Water Manag. 80, 23 (2006)CrossRef
go back to reference J.B. Fisher, K.P. Tu, D.D. Baldocchi, Global estimates of the land–atmosphere water flux based on monthly AVHRR and ISLSCP-II data, validated at 16 FLUXNET sites, Remote Sens. Environ. 112, 901 (2008)CrossRef J.B. Fisher, K.P. Tu, D.D. Baldocchi, Global estimates of the land–atmosphere water flux based on monthly AVHRR and ISLSCP-II data, validated at 16 FLUXNET sites, Remote Sens. Environ. 112, 901 (2008)CrossRef
go back to reference R. Franke, Scattered Data Interpolation: Tests of Some Method, Math. Comput. 38, 181 (1982) R. Franke, Scattered Data Interpolation: Tests of Some Method, Math. Comput. 38, 181 (1982)
go back to reference R. Gan, Y. Zhang, H. Shi, Y. Yang, D. Eamus, L. Cheng, F.H.S. Chiew, Q. Yu, Use of satellite leaf area index estimating evapotranspiration and gross assimilation for Australian ecosystems, Ecohydrology 0, e1974 (2018) R. Gan, Y. Zhang, H. Shi, Y. Yang, D. Eamus, L. Cheng, F.H.S. Chiew, Q. Yu, Use of satellite leaf area index estimating evapotranspiration and gross assimilation for Australian ecosystems, Ecohydrology 0, e1974 (2018)
go back to reference A. Gillespie, S. Rokugawa, T. Matsunaga, J.S. Cothern, S. Hook, A.B. Kahle, A temperature and emissivity separation algorithm for Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) images, IEEE Trans. Geosci. Remote Sens. 36, 1113 (1998)CrossRef A. Gillespie, S. Rokugawa, T. Matsunaga, J.S. Cothern, S. Hook, A.B. Kahle, A temperature and emissivity separation algorithm for Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) images, IEEE Trans. Geosci. Remote Sens. 36, 1113 (1998)CrossRef
go back to reference H. Guan, J.L. Wilson, A hybrid dual-source model for potential evaporation and transpiration partitioning, J. Hydrol. 377, 405 (2009)CrossRef H. Guan, J.L. Wilson, A hybrid dual-source model for potential evaporation and transpiration partitioning, J. Hydrol. 377, 405 (2009)CrossRef
go back to reference H.R. Haise, H.J. Haas, L.R. Jensen, Soil moisture studies of some Great Plains soil: II Field capacity as related to 1/3-atmosphere percentage, and “minimum point” related to 15- and 26- atmosphere percentages, Soil Sci. Soc. Am. J. 19, 20 (1955)CrossRef H.R. Haise, H.J. Haas, L.R. Jensen, Soil moisture studies of some Great Plains soil: II Field capacity as related to 1/3-atmosphere percentage, and “minimum point” related to 15- and 26- atmosphere percentages, Soil Sci. Soc. Am. J. 19, 20 (1955)CrossRef
go back to reference A.S. Hope, D.E. Petzold, S.N. Goward, R.M. Ragan, Simulated relationships between spectral reflectance, thermal emissions, and evapotranspiration of a soybean canopy, J. Am. Water Resour. Assoc. 22, 1011 (1986)CrossRef A.S. Hope, D.E. Petzold, S.N. Goward, R.M. Ragan, Simulated relationships between spectral reflectance, thermal emissions, and evapotranspiration of a soybean canopy, J. Am. Water Resour. Assoc. 22, 1011 (1986)CrossRef
go back to reference A. Huete, K. Didan, T. Miura, E.P. Rodriguez, X. Gao, L.G. Ferreira, Overview of the radiometric and biophysical performance of the MODIS vegetation indices, Remote Sens. Environ. 83, 195 (2002)CrossRef A. Huete, K. Didan, T. Miura, E.P. Rodriguez, X. Gao, L.G. Ferreira, Overview of the radiometric and biophysical performance of the MODIS vegetation indices, Remote Sens. Environ. 83, 195 (2002)CrossRef
go back to reference R.D. Jackson, R.J. Reginato, S.B. Idso, Wheat canopy temperature: A practical tool for evaluating water requirements, Water Resour. Res. 13, 651 (1977)CrossRef R.D. Jackson, R.J. Reginato, S.B. Idso, Wheat canopy temperature: A practical tool for evaluating water requirements, Water Resour. Res. 13, 651 (1977)CrossRef
go back to reference R.D. Jackson, J.L. Hatfield, R.J. Reginato, S.B. Idso, P.J. Pinter, Estimation of daily evapotranspiration from one time-of-day measurements, Agric. Water Manag. 7, 351 (1983)CrossRef R.D. Jackson, J.L. Hatfield, R.J. Reginato, S.B. Idso, P.J. Pinter, Estimation of daily evapotranspiration from one time-of-day measurements, Agric. Water Manag. 7, 351 (1983)CrossRef
go back to reference L. Jiang, S. Islam, A methodology for estimation of surface evapotranspiration over large areas using remote sensing observations, Geophys. Res. Lett. 26(17), 2773–2776 (1999)CrossRef L. Jiang, S. Islam, A methodology for estimation of surface evapotranspiration over large areas using remote sensing observations, Geophys. Res. Lett. 26(17), 2773–2776 (1999)CrossRef
go back to reference L. Jiang, S. Islam, Estimation of surface evaporation map over Southern Great Plains using remote sensing data, Water Resour. Res. 37, 329 (2001)CrossRef L. Jiang, S. Islam, Estimation of surface evaporation map over Southern Great Plains using remote sensing data, Water Resour. Res. 37, 329 (2001)CrossRef
go back to reference M. Jung et al., Global patterns of land-atmosphere fluxes of carbon dioxide, latent heat, and sensible heat derived from eddy covariance, satellite, and meteorological observations, J. Geophys. Res. Biogeosci. 116 (2011) M. Jung et al., Global patterns of land-atmosphere fluxes of carbon dioxide, latent heat, and sensible heat derived from eddy covariance, satellite, and meteorological observations, J. Geophys. Res. Biogeosci. 116 (2011)
go back to reference B.E. Law et al., Environmental controls over carbon dioxide and water vapor exchange of terrestrial vegetation, Agric. For. Meteorol. 113, 97 (2002)CrossRef B.E. Law et al., Environmental controls over carbon dioxide and water vapor exchange of terrestrial vegetation, Agric. For. Meteorol. 113, 97 (2002)CrossRef
go back to reference R. Leuning, A critical appraisal of a combined stomatal-photosynthesis model for C3 plants, Plant Cell Environ. 18, 339 (1995)CrossRef R. Leuning, A critical appraisal of a combined stomatal-photosynthesis model for C3 plants, Plant Cell Environ. 18, 339 (1995)CrossRef
go back to reference F. Li, W.P. Kustas, M.C. Anderson, J.H. Prueger, R.L. Scott, Effect of remote sensing spatial resolution on interpreting tower-based flux observations, Remote Sens. Environ. 112, 337 (2008)CrossRef F. Li, W.P. Kustas, M.C. Anderson, J.H. Prueger, R.L. Scott, Effect of remote sensing spatial resolution on interpreting tower-based flux observations, Remote Sens. Environ. 112, 337 (2008)CrossRef
go back to reference X. Li et al., Heihe Watershed Allied Telemetry Experimental Research (HiWATER): Scientific Objectives and Experimental Design, Bull. Am. Meteorol. Soc. 94, 1145 (2013)CrossRef X. Li et al., Heihe Watershed Allied Telemetry Experimental Research (HiWATER): Scientific Objectives and Experimental Design, Bull. Am. Meteorol. Soc. 94, 1145 (2013)CrossRef
go back to reference S. Liang, Narrowband to broadband conversions of land surface albedo I: Algorithms, Remote Sens. Environ. 76, 213 (2001)CrossRef S. Liang, Narrowband to broadband conversions of land surface albedo I: Algorithms, Remote Sens. Environ. 76, 213 (2001)CrossRef
go back to reference C.M. Liu, X. Zhang, Y. Zhang, Determination of daily evaporation and evapotranspiration of winter wheat and maize by large-scale weighing lysimeter and micro-lysimeter, Agric. For. Meteorol. 111, 109 (2002)CrossRef C.M. Liu, X. Zhang, Y. Zhang, Determination of daily evaporation and evapotranspiration of winter wheat and maize by large-scale weighing lysimeter and micro-lysimeter, Agric. For. Meteorol. 111, 109 (2002)CrossRef
go back to reference Y. Liu, X. Mu, H. Wang, G. Yan, G. Henebry, A novel method for extracting green fractional vegetation cover from digital images, J. Veg. Sci. 23, 406 (2012)CrossRef Y. Liu, X. Mu, H. Wang, G. Yan, G. Henebry, A novel method for extracting green fractional vegetation cover from digital images, J. Veg. Sci. 23, 406 (2012)CrossRef
go back to reference D. Long, V. P. Singh, A two-source trapezoid model for evapotranspiration (TTME) from satellite imagery, Remote Sens. Environ. 121, 370–388 (2012). D. Long, V. P. Singh, A two-source trapezoid model for evapotranspiration (TTME) from satellite imagery, Remote Sens. Environ. 121, 370–388 (2012).
go back to reference D. Long, V.P. Singh, B.R. Scanlon, Deriving theoretical boundaries to address scale dependencies of triangle models for evapotranspiration estimation, J. Geophys. Res. Atmos. 117, (2012)CrossRef D. Long, V.P. Singh, B.R. Scanlon, Deriving theoretical boundaries to address scale dependencies of triangle models for evapotranspiration estimation, J. Geophys. Res. Atmos. 117, (2012)CrossRef
go back to reference D. Long, L. Longuevergne, B.R. Scanlon, Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites, Water Resour. Res. 50, 1131 (2014)CrossRef D. Long, L. Longuevergne, B.R. Scanlon, Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites, Water Resour. Res. 50, 1131 (2014)CrossRef
go back to reference O. Merlin, J. Chirouze, A. Olioso, L. Jarlan, G. Chehbouni, G. Boulet, An image-based four-source surface energy balance model to estimate crop evapotranspiration from solar reflectance/thermal emission data (SEB-4S), Agric. For. Meteorol. 184, 188 (2014)CrossRef O. Merlin, J. Chirouze, A. Olioso, L. Jarlan, G. Chehbouni, G. Boulet, An image-based four-source surface energy balance model to estimate crop evapotranspiration from solar reflectance/thermal emission data (SEB-4S), Agric. For. Meteorol. 184, 188 (2014)CrossRef
go back to reference D.G. Miralles, R.A.M. de Jeu, J.H. Gash, T.R.H. Holmes, A.J. Dolman, Magnitude and variability of land evaporation and its components at the global scale, Hydrol. Earth Syst. Sci. 15, 967 (2011)CrossRef D.G. Miralles, R.A.M. de Jeu, J.H. Gash, T.R.H. Holmes, A.J. Dolman, Magnitude and variability of land evaporation and its components at the global scale, Hydrol. Earth Syst. Sci. 15, 967 (2011)CrossRef
go back to reference J. Monteith, Evaporation and environment, Symp. Soc. Exp. Biol. 19, 205 (1965) J. Monteith, Evaporation and environment, Symp. Soc. Exp. Biol. 19, 205 (1965)
go back to reference M.S. Moran, T.R. Clarke, Y. Inoue, A. Vidal, Estimating crop water deficit using the relation between surface-air temperature and spectral vegetation index, Remote Sens. Environ. 49, 246 (1994)CrossRef M.S. Moran, T.R. Clarke, Y. Inoue, A. Vidal, Estimating crop water deficit using the relation between surface-air temperature and spectral vegetation index, Remote Sens. Environ. 49, 246 (1994)CrossRef
go back to reference Q. Mu, F.A. Heinsch, M. Zhao, S.W. Running, Development of a global evapotranspiration algorithm based on MODIS and global meteorology data, Remote Sens. Environ. 111, 519 (2007)CrossRef Q. Mu, F.A. Heinsch, M. Zhao, S.W. Running, Development of a global evapotranspiration algorithm based on MODIS and global meteorology data, Remote Sens. Environ. 111, 519 (2007)CrossRef
go back to reference Q. Mu, M. Zhao, S.W. Running, Improvements to a MODIS global terrestrial evapotranspiration algorithm, Remote Sens. Environ. 115, 1781 (2011)CrossRef Q. Mu, M. Zhao, S.W. Running, Improvements to a MODIS global terrestrial evapotranspiration algorithm, Remote Sens. Environ. 115, 1781 (2011)CrossRef
go back to reference R.R. Nemani, S.W. Running, J. Appl. Meteorol. 28, 276 (1989) R.R. Nemani, S.W. Running, J. Appl. Meteorol. 28, 276 (1989)
go back to reference K. Nishida, R.R. Nemani, J.M. Glassy, S.W. Running, Development of an evapotranspiration index from Aqua/MODIS for monitoring surface moisture status, IEEE Trans. Geosci. Remote Sens. 41, 493 (2003)CrossRef K. Nishida, R.R. Nemani, J.M. Glassy, S.W. Running, Development of an evapotranspiration index from Aqua/MODIS for monitoring surface moisture status, IEEE Trans. Geosci. Remote Sens. 41, 493 (2003)CrossRef
go back to reference J.M. Norman, W.P. Kustas, K.S. Humes, Source approach for estimating soil and vegetation energy fluxes in observations of directional radiometric surface temperature, Agric. For. Meteorol. 77, 263 (1995)CrossRef J.M. Norman, W.P. Kustas, K.S. Humes, Source approach for estimating soil and vegetation energy fluxes in observations of directional radiometric surface temperature, Agric. For. Meteorol. 77, 263 (1995)CrossRef
go back to reference J.M. Norman, M.C. Anderson, W.P. Kustas, A.N. French, J. Mecikalski, R. Torn, G.R. Diak, T.J. Schmugge, B.C.W. Tanner, Remote sensing of surface energy fluxes at 101-m pixel resolutions, Water Resour. Res. 39, (2003) J.M. Norman, M.C. Anderson, W.P. Kustas, A.N. French, J. Mecikalski, R. Torn, G.R. Diak, T.J. Schmugge, B.C.W. Tanner, Remote sensing of surface energy fluxes at 101-m pixel resolutions, Water Resour. Res. 39, (2003)
go back to reference K. Ogawa, T. Schmugge, Mapping Surface Broadband Emissivity of the Sahara Desert Using ASTER and MODIS Data, Earth Interact. 8, 1 (2004)CrossRef K. Ogawa, T. Schmugge, Mapping Surface Broadband Emissivity of the Sahara Desert Using ASTER and MODIS Data, Earth Interact. 8, 1 (2004)CrossRef
go back to reference T. Oki, S. Kanae, Global hydrological cycle and world water resources, Science 25, 1068 (2006)CrossRef T. Oki, S. Kanae, Global hydrological cycle and world water resources, Science 25, 1068 (2006)CrossRef
go back to reference C.A. Paulson, The Mathematical Representation of Wind Speed and Temperature Profiles in the Unstable Atmospheric Surface Layer, J. Appl. Meteorol. 9, 857 (1970)CrossRef C.A. Paulson, The Mathematical Representation of Wind Speed and Temperature Profiles in the Unstable Atmospheric Surface Layer, J. Appl. Meteorol. 9, 857 (1970)CrossRef
go back to reference R. Raoufi, E. Beighley, Estimating Daily Global Evapotranspiration Using Penman–Monteith Equation and Remotely Sensed Land Surface Temperature, Remote Sens. 9, 1138 (2017)CrossRef R. Raoufi, E. Beighley, Estimating Daily Global Evapotranspiration Using Penman–Monteith Equation and Remotely Sensed Land Surface Temperature, Remote Sens. 9, 1138 (2017)CrossRef
go back to reference G.J. Roerink, Z. Su, M. Menenti, S-SEBI: A simple remote sensing algorithm to estimate the surface energy balance, Phys. Chem. Earth Part B: Hydrol. Oceans Atmos. 25, 147 (2000)CrossRef G.J. Roerink, Z. Su, M. Menenti, S-SEBI: A simple remote sensing algorithm to estimate the surface energy balance, Phys. Chem. Earth Part B: Hydrol. Oceans Atmos. 25, 147 (2000)CrossRef
go back to reference R.D. Rosen, The Global Energy Cycle (Cambridge University Press, Cambridge, 1999) R.D. Rosen, The Global Energy Cycle (Cambridge University Press, Cambridge, 1999)
go back to reference Y. Ryu et al., On the temporal upscaling of evapotranspiration from instantaneous remote sensing measurements to 8-day mean daily-sums, Agric. For. Meteorol. 152, 212 (2012)CrossRef Y. Ryu et al., On the temporal upscaling of evapotranspiration from instantaneous remote sensing measurements to 8-day mean daily-sums, Agric. For. Meteorol. 152, 212 (2012)CrossRef
go back to reference J.M. Sánchez, W.P. Kustas, V. Caselles, M.C. Anderson, Modelling surface energy fluxes over maize using a two-source patch model and radiometric soil and canopy temperature observations, Remote Sens. Environ. 112, 1130 (2008)CrossRef J.M. Sánchez, W.P. Kustas, V. Caselles, M.C. Anderson, Modelling surface energy fluxes over maize using a two-source patch model and radiometric soil and canopy temperature observations, Remote Sens. Environ. 112, 1130 (2008)CrossRef
go back to reference T. Schmugge, S.J. Hook, C. Coll, Recovering Surface Temperature and Emissivity from Thermal Infrared Multispectral Data, Remote Sens. Environ. 65, 121 (1998)CrossRef T. Schmugge, S.J. Hook, C. Coll, Recovering Surface Temperature and Emissivity from Thermal Infrared Multispectral Data, Remote Sens. Environ. 65, 121 (1998)CrossRef
go back to reference D.A. Sims et al., A new model of gross primary productivity for North American ecosystems based solely on the enhanced vegetation index and land surface temperature from MODIS, Remote Sens. Environ. 112, 1633 (2008)CrossRef D.A. Sims et al., A new model of gross primary productivity for North American ecosystems based solely on the enhanced vegetation index and land surface temperature from MODIS, Remote Sens. Environ. 112, 1633 (2008)CrossRef
go back to reference Z. Su, The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxes, Hydrol. Earth Syst. Sci. 6, 85 (2002)CrossRef Z. Su, The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxes, Hydrol. Earth Syst. Sci. 6, 85 (2002)CrossRef
go back to reference M. Sugita, W. Brutsaert, Daily evaporation over a region from lower boundary layer profiles measured with radiosondes, Water Resour. Res. 27, 747 (1991)CrossRef M. Sugita, W. Brutsaert, Daily evaporation over a region from lower boundary layer profiles measured with radiosondes, Water Resour. Res. 27, 747 (1991)CrossRef
go back to reference Z. Sun, Q. Wang, B. Matsushita, T. Fukushima, Z. Ouyang, M. Watanabe, Development of a Simple Remote Sensing EvapoTranspiration model (Sim-ReSET): Algorithm and model test, J. Hydrol. 376, 476 (2009)CrossRef Z. Sun, Q. Wang, B. Matsushita, T. Fukushima, Z. Ouyang, M. Watanabe, Development of a Simple Remote Sensing EvapoTranspiration model (Sim-ReSET): Algorithm and model test, J. Hydrol. 376, 476 (2009)CrossRef
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 (2000)CrossRef 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 (2000)CrossRef
go back to reference K. Wang, Z. Li, M. Cribb, Estimation of evaporative fraction from a combination of day and night land surface temperatures and NDVI: A new method to determine the Priestley–Taylor parameter, Remote Sens. Environ. 102, 293 (2006)CrossRef K. Wang, Z. Li, M. Cribb, Estimation of evaporative fraction from a combination of day and night land surface temperatures and NDVI: A new method to determine the Priestley–Taylor parameter, Remote Sens. Environ. 102, 293 (2006)CrossRef
go back to reference K. Wang, P. Wang, Z. Li, M. Cribb, M. Sparrow, A simple method to estimate actual evapotranspiration from a combination of net radiation, vegetation index, and temperature, J. Geophys. Res. Atmos. 112 (2007) K. Wang, P. Wang, Z. Li, M. Cribb, M. Sparrow, A simple method to estimate actual evapotranspiration from a combination of net radiation, vegetation index, and temperature, J. Geophys. Res. Atmos. 112 (2007)
go back to reference K. Wang, R. Dickson, M. Wild, S. Liang, Evidence for decadal variation in global terrestrial evapotranspiration between 1982 and 2002: 1. Model development, J. Geophys. Res. 115, D20112 (2010)CrossRef K. Wang, R. Dickson, M. Wild, S. Liang, Evidence for decadal variation in global terrestrial evapotranspiration between 1982 and 2002: 1. Model development, J. Geophys. Res. 115, D20112 (2010)CrossRef
go back to reference R. Waters, R. Allen, M. Tasumi, R. Trezza, W. Bastiaanssen, SEBAL Advanced Training and Users Manual version 1.0, Idaho (2002) R. Waters, R. Allen, M. Tasumi, R. Trezza, W. Bastiaanssen, SEBAL Advanced Training and Users Manual version 1.0, Idaho (2002)
go back to reference E.K. Webb, Profile relationships: The log-linear range, and extension to strong stability, Q. J. R. Meteorol. Soc. 96, 67 (1970)CrossRef E.K. Webb, Profile relationships: The log-linear range, and extension to strong stability, Q. J. R. Meteorol. Soc. 96, 67 (1970)CrossRef
go back to reference X.F. Wen, X. Lee, X.M. Sun, J.L. Wang, Y.K. Tang, S.G. Li, G.R. Yu, Intercomparison of Four Commercial Analyzers for Water Vapor Isotope Measurement, J. Atmos. Ocean. Technol. 29, 235 (2012)CrossRef X.F. Wen, X. Lee, X.M. Sun, J.L. Wang, Y.K. Tang, S.G. Li, G.R. Yu, Intercomparison of Four Commercial Analyzers for Water Vapor Isotope Measurement, J. Atmos. Ocean. Technol. 29, 235 (2012)CrossRef
go back to reference B. Wu, J. Xiong, N. Yan, ETWatch for monitoring regional evapotranspiration with remote sensing, Adv. Water Sci. 19, 671–678 (2008) B. Wu, J. Xiong, N. Yan, ETWatch for monitoring regional evapotranspiration with remote sensing, Adv. Water Sci. 19, 671–678 (2008)
go back to reference B. Wu, J. Xiong, N. Yan, ETWatch: A method of multi-resolution ET data fusion, J. Remote Sens. 15, 224–239 (2011) B. Wu, J. Xiong, N. Yan, ETWatch: A method of multi-resolution ET data fusion, J. Remote Sens. 15, 224–239 (2011)
go back to reference Y. Yang, Evapotranspiration Over Heterogeneous Vegetated Surfaces: Models and Applications (Springer, Berlin, 2015) Y. Yang, Evapotranspiration Over Heterogeneous Vegetated Surfaces: Models and Applications (Springer, Berlin, 2015)
go back to reference Y. Yang, S. Shang, A hybrid dual-source scheme and trapezoid framework–based evapotranspiration model (HTEM) using satellite images: Algorithm and model test, J. Geophys. Res. Atmos. 118, 2284 (2013)CrossRef Y. Yang, S. Shang, A hybrid dual-source scheme and trapezoid framework–based evapotranspiration model (HTEM) using satellite images: Algorithm and model test, J. Geophys. Res. Atmos. 118, 2284 (2013)CrossRef
go back to reference Y. Yang, D. Long, S. Shang, Remote estimation of terrestrial evapotranspiration without using meteorological data, Geophys. Res. Lett. 40, 3026 (2013a)CrossRef Y. Yang, D. Long, S. Shang, Remote estimation of terrestrial evapotranspiration without using meteorological data, Geophys. Res. Lett. 40, 3026 (2013a)CrossRef
go back to reference Y.Yang, R.L. Scott, S. Shang, Modeling evapotranspiration and its partitioning over a semiarid shrub ecosystem from satellite imagery: a multiple validation, (SPIE, 2013b), p. 16 Y.Yang, R.L. Scott, S. Shang, Modeling evapotranspiration and its partitioning over a semiarid shrub ecosystem from satellite imagery: a multiple validation, (SPIE, 2013b), p. 16
go back to reference Y. Yang, D. Long, H. Guan, W. Liang, C. Simmons, O. Batelaan, Comparison of three dual-source remote sensing evapotranspiration models during the MUSOEXE-12 campaign: Revisit of model physics, Water Resour. Res. 51, 3145 (2015)CrossRef Y. Yang, D. Long, H. Guan, W. Liang, C. Simmons, O. Batelaan, Comparison of three dual-source remote sensing evapotranspiration models during the MUSOEXE-12 campaign: Revisit of model physics, Water Resour. Res. 51, 3145 (2015)CrossRef
go back to reference Y. Yao et al., MODIS-driven estimation of terrestrial latent heat flux in China based on amodified Priestley–Taylor algorithm, Agric. For. Meteorol. 171–172, 187–202 (2013)CrossRef Y. Yao et al., MODIS-driven estimation of terrestrial latent heat flux in China based on amodified Priestley–Taylor algorithm, Agric. For. Meteorol. 171–172, 187–202 (2013)CrossRef
go back to reference Y. Yao et al., Bayesian multimodel estimation of global terrestrial latent heat flux from eddy covariance, meteorological, and satellite observations, J. Geophys. Res.-Atmos. 119, 4524–4545 (2014) Y. Yao et al., Bayesian multimodel estimation of global terrestrial latent heat flux from eddy covariance, meteorological, and satellite observations, J. Geophys. Res.-Atmos. 119, 4524–4545 (2014)
go back to reference W. Yuan et al., Global estimates of evapotranspiration and gross primary production based on MODIS and global meteorology data, Remote Sens. Environ. 114, 1416–1431 (2010)CrossRef W. Yuan et al., Global estimates of evapotranspiration and gross primary production based on MODIS and global meteorology data, Remote Sens. Environ. 114, 1416–1431 (2010)CrossRef
go back to reference Z.Z. Zeng, S.L. Piao, X. Lin, G.D. Yin, S.S. Peng, P. Ciais, R.B. Myneni, Global evapotranspiration over the past three decades: estimation based on the water balance equation combined with empirical models, Environ. Res. Lett. 7, 014026 (2012)CrossRef Z.Z. Zeng, S.L. Piao, X. Lin, G.D. Yin, S.S. Peng, P. Ciais, R.B. Myneni, Global evapotranspiration over the past three decades: estimation based on the water balance equation combined with empirical models, Environ. Res. Lett. 7, 014026 (2012)CrossRef
go back to reference R.H. Zhang, X.M. Sun, W.M. Wang, J.P. Xu, Z.L. Zhu, J. Tian, An operational two-layer remote sensing model to estimate surface flux in regional scale: Physical background, Sci. China Earth Sci. 48, 225 (2005)CrossRef R.H. Zhang, X.M. Sun, W.M. Wang, J.P. Xu, Z.L. Zhu, J. Tian, An operational two-layer remote sensing model to estimate surface flux in regional scale: Physical background, Sci. China Earth Sci. 48, 225 (2005)CrossRef
go back to reference Y. Zhang, R. Leuning, L.B. Hutley, J. Beringer, I. McHugh, J.P. Walker, Using long-term water balances to parameterize surface conductances and calculate evaporation at 0.05° spatial resolution, Water Resour. Res. 46, W05512 (2010a) Y. Zhang, R. Leuning, L.B. Hutley, J. Beringer, I. McHugh, J.P. Walker, Using long-term water balances to parameterize surface conductances and calculate evaporation at 0.05° spatial resolution, Water Resour. Res. 46, W05512 (2010a)
go back to reference K. Zhang, J.S. Kimball, R.R. Nemani, S.W. Running, A continuous satellite-derived global record of land surface evapotranspiration from 1983 to 2006, Water Resour. Res. 46 (2010b) K. Zhang, J.S. Kimball, R.R. Nemani, S.W. Running, A continuous satellite-derived global record of land surface evapotranspiration from 1983 to 2006, Water Resour. Res. 46 (2010b)
go back to reference Y. Zhang et al., Multi-decadal trends in global terrestrial evapotranspiration and its components, Sci. Rep. 6, 19124 (2016)CrossRef Y. Zhang et al., Multi-decadal trends in global terrestrial evapotranspiration and its components, Sci. Rep. 6, 19124 (2016)CrossRef
go back to reference X. Zhu, J. Chen, F. Gao, X. Chen, J.G. Masek, An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions, Remote Sens. Environ. 114, 2610 (2010)CrossRef X. Zhu, J. Chen, F. Gao, X. Chen, J.G. Masek, An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions, Remote Sens. Environ. 114, 2610 (2010)CrossRef
go back to reference G.F. Zhu, K. Zhang, X. Li, S.M. Liu, Z.Y. Ding, J.Z. Ma, C.L. Huang, T. Han, J.H. He, Evaluating the complementary relationship for estimating evapotranspiration using the multi-site data across north China, Agric. For. Meteorol. 230–231, 33 (2016)CrossRef G.F. Zhu, K. Zhang, X. Li, S.M. Liu, Z.Y. Ding, J.Z. Ma, C.L. Huang, T. Han, J.H. He, Evaluating the complementary relationship for estimating evapotranspiration using the multi-site data across north China, Agric. For. Meteorol. 230–231, 33 (2016)CrossRef
Metadata
Title
Remotely Sensed Evapotranspiration
Author
Yuting Yang
Copyright Year
2019
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-48297-1_6