A new report by NASA says that temperate regions will experience more drought while the tropics more extreme rains in the future.
The findings are the first to show how carbon dioxide affects a number of different rainfall types from drought to torrential rains.
The study looked at computer simulations within over a dozen climate models.
Researchers found that climate change will increase rainfall as warmer air can hold more moisture.
However, the same phenomenon also means that drier regions will go for longer periods without rain.
The Los Angeles Times reported that for every 1 degree Fahrenheit increase in global average temperature, extreme rainfall will increase globally by 3.9 percent.
The results will be felt across the world, say scientists.
"In response to carbon dioxide-induced warming, the global water cycle undergoes a gigantic competition for moisture resulting in a global pattern of increased heavy rain, decreased moderate rain, and prolonged droughts in certain regions," said lead author William Lau of NASA's Goddard Space Flight Center, in a statement.
"Large changes in moderate rainfall, as well as prolonged no-rain events, can have the most impact on society because they occur in regions where most people live."
He added, "The regions of heavier rainfall, except for the Asian monsoon, may have the smallest societal impact because they usually occur over the ocean."
The study will be published in the journal Geophysical Research Letters.