The name comes from the flowers
The town was called Cox’s Switch, after Charles Cox, who got the railway to run a spur out to it. In 1896 Cox asked the first postmaster, Milton Z. King, to rename it, and King chose Splendora for the “Splendor of its floral environment”.
Texas State Historical Association, “Splendora, TX”