Based on the graph which industries decline would hurt the southern economy, the most

Iron protection
Manufacturing
Railroad construction
Architecture

Manufacturing would likely hurt the southern economy the most, as it appears to be the largest industry in terms of contribution to the economy based on the graph. Decline in manufacturing could lead to job losses, decreased economic activity, and potential ripple effects on other industries in the region.