A localized contour tree method was proposed for automated extraction of sinkholes.
Sinkhole boundaries were automatically delineated.
Hierarchical relationship of sinkholes was represented using contour tree graph.
More than 30% of the inventoried sinkholes were filled due to agricultural use.
The sinkhole database significantly underestimated the number of active sinkholes.
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