Photochrom: brand name with hints of either colour photography, maybe autochromes, or hand tinted. ‘Publishers to the World’.
Chatsworth House is 150 miles south of Fern Street, in the Derbyshire Peak District. You could probably have taken a train door to door.
THE GREAT FERN STREET POSTCARD MYSTERY 