| CPC E21B 44/02 (2013.01) [E21B 41/00 (2013.01); E21B 47/04 (2013.01); E21B 7/04 (2013.01); E21B 44/00 (2013.01)] | 18 Claims |

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1. An automated method of drilling a target well according to a well plan, comprising:
generating at least two individual heatmaps for a subterranean formation using target well drilling data from a target well and offset well data from at least one offset well, wherein each of the individual heatmaps correspond to a specific type of drilling data;
generating an adaptive combined heatmap from the individual heatmaps by adaptively weighting the individual heatmaps with weights corresponding to measured depths of the target well based on a width of lower misfit areas of the individual heatmaps at the measured depths, wherein the adaptive combined heatmap is a weighted sum of the individual weighted heatmaps;
determining a path of the target well in the subterranean formation based on the adaptive combined heatmap;
updating the well plan according to the path, and drilling the target well using the updated well plan.
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