But other extreme weather events could not be blamed on the burning of fossil fuels which traps gas in the atmosphere and warms the planet, said the report called "Explaining Extreme Events from a Climate Perspective."
Those for which scientists found "no climate signal" included the extreme cold in the eastern US and Canada, the late arrival of Nigeria's spring rains and heavy daily precipitation in December over Chennai, India.
Scientists then use historical records and climate models to attempt to explain the extent of the impact of climate change in shaping them.
The latest report is based on 25 peer-reviewed research papers that examine episodes of extreme weather of 2015 over five continents and two oceans.
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Some 116 scientists from 18 countries contributed to the analysis.
"The strongest evidence for a human influence was found for temperature-related events -- the increased intensity of numerous heat waves, diminished snowpack in the Cascades, record-low Arctic sea ice extent in March and the extraordinary extent and duration of Alaska wildfires," said the report.
Scientists say some storms and other kinds of extreme weather are likely to get worse as the Earth heats up, glaciers and ice sheets melt and sea levels rise.
"After five years of the BAMS Explaining Extreme Events report, we're seeing mounting evidence that climate change is making heat waves more extreme in many regions around the world," said lead editor Stephanie Herring, a scientist with the National Oceanic and Atmospheric Administration (NOAA) Environmental Information.