The Israel Defense Forces (IDF) said it took control of the strategic ridge last week after months of fighting with the Iran-backed group. The operation completed a mission to destroy eight tunnels and establish a "security zone" in the area, the IDF said in a statement on Telegram.
The underground infrastructure included a command centre used by Hezbollah's Badr unit and contained dozens of rockets, missiles and unmanned aerial vehicles, as well as anti-tank weapons, mines and explosives, according to the IDF.
"This was strategic infrastructure that was constructed over two decades, funded and planned by the Iranian terror regime," the IDF said. "All of the terrorists who were inside the infrastructure were eliminated or fled."
The explosion was captured in images released by the IDF showing a fireball lighting up the night sky. Residents reported the blast felt like an earthquake.
"The sky lit up and about 15 seconds later we heard the terrifying sound," said Ahamed, a resident in Nabatieh, about 6 kilometres west of the ridge, told the BBC. "The house shook all together as if it was literally an earthquake." He said people were screaming and children were crying, and that cars filled the roads as people left the area for Beirut.
There was no immediate public response from Hezbollah or the Lebanese government. The Israeli military occupies a large swathe of southern Lebanon captured after the conflict with Hezbollah resumed in March.
The New York Times, citing unnamed sources, confirmed the complex sat below the Ali al-Taher ridge, a strategic hilltop that has seen intense fighting.
The destruction of the base marks a significant escalation in the ongoing campaign, though it remains unclear what Hezbollah's next steps will be.