LATITUDINAL gradients of species diversity are ubiquitous features of
terrestrial and coastal marine biotas, and they have inspired the deve
lopment of theoretical ecology1-3. Since the discovery of high species
diversity in the deep-sea benthos4, much has been learned about local
5,6 and regional7-9 patterns of diversity. Variation in diversity on l
arger scales remains poorly described. Latitudinal gradients of divers
ity were unexpected because it was assumed that the environmental grad
ients that cause large-scale patterns in surface environments could no
t affect communities living at great depths10. Here we report that dee
p-sea bivalves, gastropods and isopods show clear latitudinal diversit
y gradients in the North Atlantic, and strong interregional variation
in the South Atlantic. Many seemingly incompatible mechanisms have bee
n proposed to explain deep-sea species diversity11. The existence of r
egular global patterns suggests that these mechanisms operate at diffe
rent spatial and temporal scales.