The Earth's average surface temperature climbed about 0.9 degrees Celsius from 1900 to 2013.
By analysing global temperature records, researchers found that by the end of 2016, the global surface temperature had climbed an additional 0.43 degrees Celsius.
"Our paper is the first one to quantify this jump and identify the fundamental reason for this jump," said Jianjun Yin, associate professor at University of Arizona (UA) in the US.
The spike in warming from 2014 to 2016 coincided with extreme weather events worldwide, including heat waves, droughts, floods, extensive melting of polar ice and global coral bleaching.
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The new research shows that natural variability in the climate system is not sufficient to explain the 2014-2016 temperature increase, said Cheryl Peyser, a UA doctoral candidate in geosciences.
The researchers also projected how frequent such big temperature spikes would be under four different greenhouse emission scenarios.
The strong 2015-2016 El Nino roiled the ocean and released all the stored heat, causing a big jump in the Earth's surface temperatures.
"Our research shows global warming is accelerating," Yin said.
The researchers analysed observations of global mean surface temperatures from 1850 to 2016, ocean heat content from 1955 to 2016, sea level records from 1948 to 2016 and records of the El Nino climate cycle and a longer climate cycle called the Pacific Decadal Oscillation.
The analysis showed the 0.24 degrees Celsius global temperature increase from 2014 to 2016 was unprecedented in the 20th and 21st centuries.
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