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Do we know why marmots are declining?

Yes. Populations change when deaths exceed births, or births exceed deaths.

Here are mark-recapture estimates of survival in adult marmots. Sample sizes are shown. Animals living in clearcuts show relatively low survival. Data also suggest a decline in survival at natural colonies.