Many in the group thought they got away, but the CHP caught up with them thanks to a new, high-tech airplane that was watching them the whole time.
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The East Bay Times reports that the group's members fled after CHP officers tried to stop them on Sunday evening.
The pilot of the agency's spotter plane followed the main group of riders and directed CHP officers to a smaller group. When officers surrounded the group, one motorcyclist fled but was later stopped.
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The 27-year-old San Leandro woman was arrested for obstructing an officer, evading an officer and aiding or abetting a speed exhibition.
Authorities also seized several off-road vehicles and motorcycles. They say more riders may face charges after they review the plane's video footage.