Authorities say it happened at the Castle Trailer Park just before noon Tuesday.
When police arrived, they found a woman with two stab wounds.
Authorities learned that the suspect is the nephew of the victim.
Police took 40-year-old John Garcia into custody after initially leaving the scene.
The woman was airlifted to a hospital in Modesto.
Anyone with more information is asked to contact Atwater police.