North Korea launched a long-range rocket in a southern direction on Thursday, South Korea's military said, in the North's likely second attempt to put a satellite into orbit.

South Korea’s Joint Chiefs of Staff said in a statement that the launch involved what the North called "a space launch vehicle." It gave no further details.

On Tuesday, Japan’s coast guard said North Korean authorities notified it about a plan to launch a satellite at some time from Aug. 24 through Aug. 30. Coast guard spokesperson Hiromune Kikuchi said the notice didn’t specify the type of satellite, but that he believed it would be similar to a May launch by North Korea.

In late May, a North Korean rocket carrying a spy satellite plunged into the sea soon after liftoff, posing a setback to leader Kim Jong Un’s push to establish a space-based surveillance system to better monitor the U.S. and South Korea. North Korea had since vowed to make a second attempt.

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North Korea has conducted a rocket launch in their second attempt to put a spy satellite into orbit.  (Fox News)

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After its failed first launch, North Korea made an unusually quick admission of failure after its newly developed Chollima-1 rocket lost thrust between launch stages and crashed into the sea on May 31. The North's ruling party leadership described the failed launch as a serious setback in the country’s efforts to bolster its military capabilities amid tensions with rivals.

North Korea’s neighbors and the United States condemned the May launch for raising tensions and violating U.N. Security Council resolutions that banned the country from using ballistic missile technology.

Thursday’s launch came three days after the U.S. and South Korean militaries kicked off annual military drills that North Korea calls an invasion rehearsal.

North Korea’s official Korean Central News Agency said the U.S.-South Korean exercises are increasing the danger of a nuclear war on the Korean Peninsula. It said the current situation is compelling North Korea to take "offensive, overwhelming" steps, but didn’t elaborate.