Explore details about location Lathrop Road. Lathrop Road is a location situated within the San Joaquin County alongside other areas such as East Peach Road, Lathrop Road, Dahlia Drive. Additionally, some smaller parts of Lathrop Road include specific areas like Crestwood Avenue adding to the diversity of its landscape.