To make the broth: Heat the oil in a large heavy-bottomed pot over medium heat until hot. Add the onion and sauté until golden brown. Add the salt, pepper, and turmeric. Add the split peas and sauté for 2 minutes. Pour in the water. Bring to a boil, reduce heat to medium, cover and simmer for 25, stirring occasionally.