With Edward Cresy, Johnson wrote On the Cottages of Agricultural Labourers, 1847. From 1840 he ran The Farmer's Almanac and Calendar with William Shaw; from 1843 he worked with other writers to bring out The Annual Register of Agricultural Instruction.