Articles | Volume 25, issue 11
https://doi.org/10.5194/hess-25-5733-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.Characterization of soil moisture response patterns and hillslope hydrological processes through a self-organizing map
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Subject: Hillslope hydrology | Techniques and Approaches: Mathematical applications
Technical Note: A simple generalization of the Brutsaert and Nieber analysis
Integrating coarse-scale uncertain soil moisture data into a fine-scale hydrological modelling scenario
Hydrol. Earth Syst. Sci., 19, 2755–2761,
2015Hydrol. Earth Syst. Sci., 15, 3101–3114,
2011Cited articles
Adeloye, A. J., Rustum, R., and Kariyama, I. D.: Kohonen self-organizing map
estimator for the reference crop evapotranspiration, Water Resour.
Res., 47, W08523, https://doi.org/10.1029/2011WR010690, 2011.
Ahmad, S., Kalra, A., and Stephen, H.: Estimation soil moisture using remote sensing data: A machine learning approach, Adv. Water Resour., 33,
69–80, https://doi.org/10.1016/j.advwatres.2009.10.008, 2010.
Albertson, J. D. and Kiely, G.: On the structure of soil moisture time
series in the context of land surface models, J. Hydrol, 243,
101–119, https://doi.org/10.1016/S0022-1694(00)00405-4, 2001.
Ali, M., Fiori, A., and Bellotti, G.: Analysis of the nonlinear
storage-discharge relation for hillslopes through 2D numerical modelling,
Hydrol. Process., 27, 2683–2690, https://doi.org/10.1002/hyp.9397, 2013.
Angermann, L., Jackisch, C., Allroggen, N., Sprenger, M., Zehe, E., Tronicke, J., Weiler, M., and Blume, T.: Form and function in hillslope hydrology: characterization of subsurface flow based on response observations, Hydrol. Earth Syst. Sci., 21, 3727–3748, https://doi.org/10.5194/hess-21-3727-2017, 2017.