Rinse and sort your split peas, checking for any debris.
Chop your onion, carrots, celery, and mince your garlic.
In a large pot, add the split peas, smoked turkey leg(s), onion, carrots, celery, garlic, bay leaf, thyme, black pepper, and salt.
Pour in the chicken broth, ensuring everything is well covered.
Bring the mixture to a boil over medium-high heat.
Once boiling, reduce the heat to low, cover the pot, and let it simmer.
Cook for about 1.5 to 2 hours, stirring occasionally, until the peas are tender and the soup has thickened to your liking. If it gets too thick, you can add more broth or water.
Once the peas are tender, remove the turkey leg(s) from the pot. Let it cool slightly, then shred the meat, discarding the skin and bones.
Return the shredded turkey meat to the pot, stirring to combine. Taste and adjust seasoning if needed.
Ladle the soup into bowls, and garnish with fresh parsley if desired.
Serve hot with some crusty bread on the side. Enjoy!