If global warming continues on its present trajectory of 4 C (7.2 F), rising sea levels will claim land inhabited by more than 600 million people, according to a survey by Climate Central, a US-based research group.
Such a rise would hit China the hardest, with around 145 million people living in coastal areas that would be submerged, the report warned.
Even if the Paris summit, which starts on November 30, succeeds in its goal of limiting temperature rises to 2 C, around 280 million people would find their homes underwater, forecast Climate Central.
"The poor are more vulnerable to climate-related shocks than wealthier people," said the report, urging "strong action" from leaders and diplomats at the Paris summit.
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French Foreign Minister Laurent Fabius, who is hosting the meeting, issued his own dire warnings as ministers gathered in the French capital for eleventh-hour negotiations.
"It is life on our planet itself which is at stake," Fabius told journalists as ministers and climate envoys from 70 countries met for pre-summit talks to iron out tough political questions.
Russia, a major oil producer, is seen as a deal-maker or -breaker in the years-long attempt to negotiate the world's first truly universal pact to curb climate-altering greenhouse gas emissions.
"There is absolute urgency," said Fabius, to achieve the UN goal of limiting global warming to two degrees Celsius (3.6 degrees Fahrenheit) over pre-Industrial Revolution levels.
The UN's climate science panel has warned of an average temperature rise of "four, five, six degrees, if we do not act extremely quickly," he said.
Ministers are aiming to ink a global deal to prevent worst-case-scenario warming at the end of the November 30-December 11 Conference of Parties (COP21) in Paris.
It will be opened by UN chief Ban Ki-moon and some 100 heads of state and government including US President Barack Obama, China's Xi Jinping, Narendra Modi of India -- and now also Putin.
The three-day ministerial "pre-COP" from Sunday to Tuesday must seek political convergence on key issues still dividing nations, to avoid a repeat of the 2009 Copenhagen summit which ended without a binding global pact.