Combine lemon juice, water, canola oil, chives, honey and ginger in a screw top jar. Cover and shake. Set aside.
In a large bowl, combine artichoke hearts, carrots, pearl onions and tomatoes. Stir in marinade. Cover and marinate in the refrigerator for several hours or overnight, stirring occasionally.
Drain vegetables and add peas before serving.
