Stray/lost/found dogs that are picked up by ACO or Good Samaritans go to Arlington Animal Hospital. The town has a contract with the animal hospital to hold stray dogs found in Lagrangeville.
I heard if you put your articles of Clothing with your scent on them (dirty) in spots the dog was last seen he may sniff them out. Leave water. There's a website for the chip not sure where.
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