Articles | Volume 20, issue 2
Hydrol. Earth Syst. Sci., 20, 803–822, 2016
https://doi.org/10.5194/hess-20-803-2016
Hydrol. Earth Syst. Sci., 20, 803–822, 2016
https://doi.org/10.5194/hess-20-803-2016

Research article 23 Feb 2016

Research article | 23 Feb 2016

The WACMOS-ET project – Part 1: Tower-scale evaluation of four remote-sensing-based evapotranspiration algorithms

D. Michel et al.

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Cited articles

Adler, R., Huffman, G., Chang, A., Ferraro, R., Xie, P.-P., Janowiak, J., Rudolf, B., Schneider, U., Curtis, S., Bolvin, D., Gruber, A., Susskind, J., Arkin, P., and Nelkin, E.: The version-2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1970–Present), J. Hydrol., 4, 1147–1167, 2003.
Anderson, M., Norman, J., Mecikalski, J., Otkin, J., and Kustas, W.: A climatological study of evapotranspiration and moisture stress across the continental United States based on thermal remote sensing: 1. Model formulation, J. Geophys. Res., 112, D10117, https://doi.org/10.1029/2006JD007506, 2007.
Burba, G., McDermitt, D., Anderson, D., and Furtaw, M. D.: Novel design of an enclosed CO2/H2O gas analyser for eddy covariance flux measurements, Tellus, 62, 743–748, 2010.
Chen, X., Su, Z., Ma, Y., Liu, S., Yu, Q., and Xu, Z.: Development of a 10-year (2001–2010) 0.1° data set of land-surface energy balance for mainland China, Atmos. Chem. Phys., 14, 13097–13117, https://doi.org/10.5194/acp-14-13097-2014, 2014.
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Short summary
In this study a common reference input data set from satellite and in situ data is used to run four established evapotranspiration (ET) algorithms using sub-daily and daily input on a tower scale as a testbed for a global ET product. The PT-JPL model and GLEAM provide the best performance for satellite and in situ forcing as well as for the different temporal resolutions. PM-MOD and SEBS perform less well: the PM-MOD model generally underestimates, while SEBS generally overestimates ET.