01 - Combine chicken with olive oil, cumin, paprika, coriander, turmeric, cinnamon, allspice, garlic powder, onion powder, cayenne, salt, pepper, and lemon juice in a large bowl. Mix thoroughly and marinate for at least 15 minutes, up to 2 hours for deeper flavor penetration.
02 - Heat a large, deep skillet or Dutch oven over medium-high heat. Add marinated chicken pieces and brown on all sides for 5 to 6 minutes without cooking through completely. Transfer browned chicken to a plate, leaving rendered fat in the pot.
03 - In the same pot, add chopped onion, garlic, bell pepper, and carrot. Sauté for 3 to 4 minutes until vegetables begin to soften and onion becomes translucent.
04 - Add rinsed rice to the pot, stirring constantly to coat grains with vegetable mixture and residual spices. Toast for 1 to 2 minutes until rice edges become translucent.
05 - Pour in chicken broth and water. Stir well, scraping up browned bits from the bottom of the pot to incorporate flavor into the liquid.
06 - Return browned chicken and accumulated juices to the pot, nestling pieces into the rice. Bring to a boil, then reduce heat to low. Cover tightly and simmer gently for 20 minutes.
07 - Scatter frozen peas evenly over the rice without stirring. Cover again and cook for an additional 5 minutes until peas are heated through and rice is tender.
08 - Remove pot from heat and let rest, covered, for 5 minutes to allow moisture to redistribute. Fluff rice gently with a fork, sprinkle with fresh parsley, and serve with yogurt and lemon wedges if desired.