In 1865, Welch moved to Pensacola, Florida, and eventually to Jacksonville, Florida, for unspecified health reasons. There, he established a lumber mill and engaged in orange growing. His wife, Eunice, died in 1867. In 1868, he married Mary Beaumont Dudley, with whom he had two more children.
