Articles | Volume 24, issue 5
https://doi.org/10.5194/hess-24-2633-2020
https://doi.org/10.5194/hess-24-2633-2020
Research article
 | 
25 May 2020
Research article |  | 25 May 2020

Soil moisture: variable in space but redundant in time

Mirko Mälicke, Sibylle K. Hassler, Theresa Blume, Markus Weiler, and Erwin Zehe

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Cited articles

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Bárdossy, A. and Lehmann, W.: Spatial distribution of soil moisture in a small catchment. Part 1: Geostatistical analysis, J. Hydrol., 206, 1–15, https://doi.org/10.1016/S0022-1694(97)00152-2, 1998. a
Barlow, R. E., Bartholomew, D., Bremner, J., and Brunk, H.: Statistical Inference Under Order Restrictions: Theory and Application of Isotonic Regression, Tech. rep., Dept. of Statistics, Missouri Univ., Comumbia, 1972. a
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We could show that distributed soil moisture time series bear a considerable amount of information about dynamic changes in soil moisture. We developed a new method to describe spatial patterns and analyze their persistency. By combining uncertainty propagation with information theory, we were able to calculate the information content of spatial similarity with respect to measurement uncertainty. This does help to understand when and why the soil is drying in an organized manner.