Increasingly, global warming is invoked by climate campaigners when the world is hit by a new drought, tropical storm or heatwave.
But scientists are generally cautious about blaming climate change for a given event, which may simply have been the result of natural variability.
In a study published in the journal Nature Geoscience, researchers said climate change probably caused Russia's worst flood disaster in its post-Soviet history.
Scores of people were killed in their sleep in the southern town in the pre-dawn hours on July 7, 2012 when a local mountain river burst its banks.
Scientists in Germany and Russia simulated what local climate conditions would have been like without global warming.
Sea surface warming, they found, caused changes in atmospheric circulation over the Black Sea, affecting rainfall patterns.
Without ocean warming, conditions for deep convection - a process of warm, moist air being pushed to the upper atmosphere, often resulting in heavy rain - would not have existed in the region.
"High-resolution computer simulations suggest that Black Sea warming made the devastating 2012 Krymsk flood possible - a virtually impossible event just 30 years ago," University of Oxford climate scientist Friederike Otto wrote in a comment on the research, in which she did not take part.
Four local officials were later convicted of negligence, after no flood warning was issued in the worst such disaster of the post-Soviet era.
UN nations are negotiating a new, global climate pact that will seek to curb average global warming to two degrees Celsius over pre-Industrial Revolution levels, by curbing greenhouse gas emissions.
But scientists warn the world is on track for double that or more, a scenario for ever more extreme and frequent storms, droughts, and dangerous sea-level rise.
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