"Weather deteriorating over Pacific, decision taken for intermediate landing in Nagoya and wait for better conditions," tweeted Bertrand Piccard, the initiator of the mission.
The plane was earlier in the day in a holding pattern near Japan as organizers warned that bad weather in the days ahead could block its ambitious bid to cross the Pacific.
The seventh leg of the round-the-world journey was set to take pilot André Borschberg, 62, on a six-day, six-night flight from the Chinese city of Nanjing across the Pacific to Hawaii, an 8,500-kilometre (5,270-mile) flight.
The bold attempt was called off just after 3 pm Shanghai time (0700 GMT).
Organizers said the plane was expected to land in Nagoya Monday evening.
"When we took off from China it was quite clear we could cross the front,"
Piccard said on a live video posted on YouTube.
"It was almost easy I would say, the weatherman was very confident.
"Now the window has closed. The front is too thick, too big. The plane would have to go through big layers of cloud.
"The only safe decision is to stop in Nagoya, wait a few days before carrying on."
Weather deteriorating over Pacific, decision taken for intermediate landing in Nagoya & wait for better conditions pic.twitter.com/4HS9apublQ— Bertrand PICCARD (@bertrandpiccard) June 1, 2015
Borschberg completed Solar Impulse 2's first overnight leg, with the aircraft relying solely on batteries charged by the sun's energy.
Promote green energy
The flight from Nanjing to Hawaii was scheduled to be the longest section of the maiden solar-powered global circumnavigation, an attempt to promote green energy.
The journey began in Abu Dhabi in March and was originally intended to be for 12 legs, with a total flight time of around 25 days.
Speaking on Saturday hours before the departure from Nanjing, Borschberg told reporters that the plane could land in Japan in case of technical
problems, but the open ocean offers no such possibility.
"In case of emergency, we have Japan on the way, so we have identified airports where we could stop but this only really is in case of very difficult
technical problems," Borschberg previously said.
"As soon as we leave this part of the world, then afterwards we are in the open sea," he said.
"There is no way to come back."
Failure could mean a parachute descent into the ocean, hundreds of kilometres from rescue.
No ship is trailing the plane as it travels far too fast for a maritime vessel to keep up with, even though its maximum speed of 140 kilometres an
hour is much slower than conventional jet aircraft.
Solar Impulse 2 is powered by more than 17,000 solar cells built into wings that, at 72 metres, are longer than those of a Boeing 747 and approaching those of an Airbus A380 superjumbo.
The plane is the successor of Solar Impulse, which notched up a 26-hour flight in 2010, proving its ability to store enough power in lithium batteries during the day to keep flying at night.