Trump had also urged the other members to make another deal, provided it gave US a fair chance, however it fell flat as others did not show enthusiasm.
Ever since the pullout, Trump has been surrounded by a cloud of tension in global meets, the latest of which was witnessed in the G20 Summit in Germany, a month ago.
A joint summit statement said that it "took note of the decision of the United States of America to withdraw from the Paris Agreement."
According to the Paris Climate Change, a key agenda is to limit the rise in temperature globally.
Countries except Syria and Nicaragua pledged to meet the points stated in the accord.
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