Cupressaceae and Pinaceae

Juniperus californica vs Pinus monophylla

These two are not on this page because a keyword tool suggested them. They are here because our own identification model genuinely mistook one for the other, on real photographs, 3 times. We publish the rate, and then we tell you what actually separates them.

Confused 3x by our model Method published

Side by sidefigs. a and b

Juniperus californica, photographed by arquivi
fig. a arquivi, CC BY 4.0

Juniperus californica

California juniper
Pinus monophylla, photographed by velodrome
fig. b velodrome, CC BY 4.0

Pinus monophylla

singleleaf pinyon

How often our model gets it wrong measured, not estimated

When the plant was The model said How often
Juniperus californica Pinus monophylla 3 of 20 (15%)

The confusion runs one way only. The model mistakes Juniperus californica for Pinus monophylla, but not the reverse.

Measured on 38,299 openly licensed, research-grade photographs. Full method and dataset.

What actually separates themon the record

Family Cupressaceae versus Pinaceae. Different families, which is a real separation.
Genus Juniperus versus Pinus.

What we do not have yet: the diagnostic morphological character that a botanist would key on, from a source we can cite. We are not going to invent one. Until we have it, this page tells you the two are genuinely confusable, how often, and what the taxonomy and the flowering data do and do not settle.

Both recordsfull pages