Red X through Network Drv Mappings

When I open Windows Explorer on my server some of my network mapped drives have a red X through the connection. If I click the drive it opens fine. This is causing a problem because my IIS server pulls information from these mapped drives and when it “disconnects” my clients time out.
Why does this happen?