As a result of Western sanctions, Russia apparently has been obliged to purchase weapons from North Korea in order to maintain its invading force in Ukraine.
Russian media reports that it has purchased millions of rockets and artillery ammunition from Pyongyang.
Last week it received the first order of new Iranian drones, US reports said.
New Russian missile strikes have been reported across Ukraine, with a fuel depot set on fire in the Kryvyi Rih area and deadly attacks on Kharkiv.
In the north-eastern city of Kharkiv, a woman’s body was found after a strike destroyed the upper part of a block of flats, local authorities said.
In Kryvyi Rih, in central Ukraine, thick black smoke billowed from the depot in a photo posted by the governor of the Dnipropetrovsk region.
In another development, Russian-backed separatists controlling Donetsk said parts of the eastern city had been shelled by Ukrainian government forces on Tuesday, with one civilian wounded.
A US official said Russia would be forced to buy additional North Korean weaponry as the war dragged on.
Iran and North Korea, themselves both the targets of significant Western sanctions, have sought to deepen ties with Russia since President Vladimir Putin launched his invasion of Ukraine in February.
Kim Jong-un’s government has blamed the US for the conflict and accused the West of pursuing a “hegemonic policy” that justified Russia’s use of force.
Last month, North Korea recognized the independence of two Russian-backed breakaway regions in eastern Ukraine – the Donetsk and Luhansk people’s republics – and vowed to deepen its “comradely friendship” with Moscow. Mr Putin said the two countries would expand their “comprehensive and constructive bilateral relations”, according to North Korean state media.
The exact size and scale of the new weapons deliveries reported by the New York Times and Associated Press news agency remain unclear.
But a US official said turning to North Korea for support demonstrated that “the Russian military continues to suffer from severe supply shortages in Ukraine, due in part to export controls and sanctions”.
Broad economic sanctions have done little to damage Russia’s income from energy exports, according to a Finnish think tank the Centre for Research on Energy and Clean Air. It estimates Russia has made €158bn (£136bn) from surging fossil fuel prices during the six-month invasion, with EU imports accounting for more than half of that.
However, the US and EU believe that Moscow’s ability to resupply its military has been impaired.
Last week, officials in the Biden administration told US media that the first shipments of Iranian-made drones had also been delivered to Russia.
US intelligence officers believe that Russian operators have travelled to Iran to receive training on the Mohajer-6 and Shahed series weapons.
Iran has officially denied delivering weapons to either side of the conflict, but in July US National Security Advisor Jake Sullivan said Tehran was planning to supply Moscow with potentially hundreds of drones for its war in Ukraine, some with combat capabilities.
On Tuesday, UK defence officials said in a daily update that Russia was struggling to maintain its supply of battlefield drones in the face of significant “combat losses”.
“It is likely that Russia is struggling to maintain stocks of UAVs [unmanned aerial vehicles], exacerbated by component shortages resulting from international sanctions,” the update said.
“The limited availability of reconnaissance UAVs is likely degrading commanders’ tactical situational awareness and increasingly hampering Russian operations,” the officials added.