Physics of Lightning
Lightning is caused by the buildup of electrostatic charge in clouds. One region within the cloud builds up a positive charge and the other a negative charge. The process is not completely understood as to why, but the bottom of the cloud usually ends up being negatively charged and the top positively charged. If the build up (separation) of charge becomes great enough, the negative charges may leap to the positive side of another cloud, this is called sheet lightning or it may leap to the ground. The animation shows he creation of a ground strike of lightning.
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If you examine a typical field map for the ground and the clouds interacting, You find that where the tree is taller than it's surroundings (and the cloud actually having a dip there) it has caused the electric field to concentrate in that one region. Remember that the closer the field lines are together, the stronger the electric field strength. The stronger the field, the more likely it is that electrons will be forced out of the cloud and attracted to the ground.