Researchers at the University of Bristol in the west of England published a study last month that found that climate change could make extreme hurricane rainfall in the Caribbean five times more likely, without rapid cuts in emissions.
In the United States, warm waters in the Gulf of Mexico boosted Hurricane Laura to a category 4 storm in the last hours before it slammed into Louisiana with 150 mile-per-hour (240 kph) winds.
Governor John Bel Edwards described it as the most powerful hurricane to strike the state, surpassing even Katrina in 2005.
Tropical cyclones spinning out from the Indian Ocean are showing similar patterns.
The region has long been considered a hot spot for cyclones, with some of the deadliest storms in recent history churning through the Bay of Bengal before slamming into India or Bangladesh.
Exceptionally high surface temperatures in the Indian Ocean, associated with climate change, helped Cyclone Amphan grow into a Category 5 storm in a record 18 hours before it tore into the Indian state of West Bengal in May, scientists say.
The following month, Cyclone Nisarga, initially forecast to be the first to batter Mumbai since 1948, made landfall 100 km (65 miles) south of the city, with winds gusting up to 120 kph (75 mph).
"Both of the cyclones were unprecedented," said Roxy Mathew Koll, a climate scientist at the Indian Institute of Tropical Meteorology.
"If we go back to what led to these kinds of extreme events, what we see is that very warm ocean temperatures have played a major role."