Log-normal is extremely common in hydrology. Turns out an anomaly in this case is defined as outside one standard deviation[1], so in a perfectly normal year you would expect ~15.9% of soil to be dryer than normal.
[1]: http://edo.jrc.ec.europa.eu/documents/factsheets/factsheet_s...