Vicksburg had many geographical advantages.
The city was situated on a high bluff overlooking the Mississippi River, making it a strategic point for controlling river traffic. Its natural defenses, including steep hills and the surrounding swamps, made it difficult for the Union forces to launch an effective siege. This geographical positioning, combined with the city's fortifications, made capturing Vicksburg a challenging task for the Union army.