Japanese larch is one of the unusual that turns gold and drops its needles in fall. It is native to central Japan and planted as a large landscape tree in cooler U.S. regions.
Check a mature cone: Japanese larch has scale tips that bend outward, while European larch lacks those strongly bent tips.
Why they get mixed upBoth are deciduous larches with soft needles in clusters.