(CNN)Think about modern warfare and it's likely images of soldiers, tanks and missiles will spring to mind. But arguably more important than any of these is something on which they all rely: the humble truck. Armies need trucks to transport their soldiers to the front lines, to supply those tanks with shells and to deliver those missiles. In short, any army that neglects its trucks does so at its peril.
Yet that appears to be exactly the problem Russia's military is facing during its unprovoked invasion of Ukraine, according to experts analyzing battlefield images as its forces withdraw from areas near Kyiv to focus on the Donbas.
Photographs of damaged Russian trucks, they say, show tell-tale signs of Moscow's logistical struggles and suggest its efforts are being undermined by its reliance on conscripts, widespread corruption and use of civilian vehicles -- not to mention the huge distances involved in resupplying its forces, or Ukraine's own highly-motivated, tactically-adept resistance.
"Everything that an army needs to do its thing comes from a truck," says Trent Telenko, a former quality control auditor for the United States' Defense Contract Management Agency, who is among those parsing the images for clues as to how the war is going.
"The weapon isn't the tank, it's the shell the tank fires. That shell travels by a truck," Telenko points out. Food, fuel, medical supplies and even the soldiers themselves -- the presence of all of these rest on logistical supply lines heavily reliant on trucks, he says. And he has reason to believe there's a problem with those supply lines.
Canary in the coal mine
Telenko describes one recent photo of tire damage on a multimillion-dollar mobile missile truck, a Pantsir S1, as the canary in the coal mine for Russia's logistical efforts.
As such an expensive piece of equipment, he would have expected its maintenance to be first-rate. Yet its tires were crumbling just a few weeks into the war -- what Telenko refers to as "a failure mode."
If trucks are not moved frequently the rubber in their tires becomes brittle and the tire walls vulnerable to cracks and tears. Telenko says the problem is common when tires are run with low inflation to cope with the sort of muddy conditions that Russian forces are facing in the Ukrainian spring.
For Telenko, who for more than a decade specialized in maintenance problems in the US military's truck fleet, the condition of the Pantsir S1 is a revealing mistake.
"If you're not doing (preventive maintenance) for something so important, then it's very clear the entire truck fleet was treated similarly," he says.
Telenko's theory has echoes of US World War II Gen. Omar Bradley's famous quote that "amateurs talk strategy, professionals talk logistics." And he is not the first to have detected a lack of professionalism in Russia's military, which includes hundreds of thousands of conscripts.
In one notorious incident early in the war, a 40-mile (64-kilometer) convoy of Russian tanks, armored vehicles, and towed artillery became stalled 19 miles (30 km) outside Kyiv, bogged down according to Britain's Ministry of Defense not only by Ukrainian resistance but "mechanical breakdowns" too.
Last month, US Defense Secretary Lloyd Austin told CNN's Don Lemon that Russia had made "missteps" and "struggled with logistics," while on Saturday a senior US defense official said the Russians had still not solved "their logistics and sustainment problems" and would be unable to reinforce their forces in eastern Ukraine "with any great speed."
Another 'bad sign'
Phillips O'Brien, professor of strategic studies at the University of St Andrews in Scotland, sees another "bad sign" for Russian truck logistics: its use of civilian trucks to replace military ones lost in battle.
"Civilian trucks are not made to military grade. They're not made to carry the loads, they're not made to carry the specific pieces of equipment," and in many cases cannot even operate off roads, O'Brien says.
The rigors of war are already trying enough for the sturdiest military grade truck, let alone a civilian one.
"A single mile in peacetime, if you drive it in wartime is like 10 or 20 miles (16 to 32 km) because you are pushing the truck hard with huge payloads," O'Brien says.
Switching between the two introduces a maintenance problem, as spare parts may not be compatible. And, as O'Brien points out, "You don't want to have to get a new truck every time an old one breaks down."
Compounding the problem, according to Alex Vershinin, a former US Army officer who served four tours in Iraq and Afghanistan, is that when vehicles do break down Russia has limited resources to recover them.
The Russian army's battalion tactical groups -- those at the spearhead of its advances into Ukraine -- normally have only one light and one heavy recovery vehicle, even in units featuring dozens of vehicles, Vershinin wrote last month for the US Military Academy's Modern War Institute. This means combat vehicles sometimes need to be diverted to towing duties and sometimes broken down "vehicles need to be towed up to a hundred miles," wrote Vershinin.
O'Brien suggests Russia has neglected its trucks largely because they are not glitzy enough for a military keen to show off its cutting edge weapons systems.
In recent years, Putin has boasted about Russia's hypersonic missiles like the Zircon and Kinzhal, stealth fighter jets like the Su-57, and its modern fleet of 11 ballistic missile submarines.
"Often glamorous dictator militaries are good at the showy weapons, they buy the fancy aircraft and the fancy tanks, but they don't actually buy the less glamorous stuff," O'Brien says.
Conscription and corruption
At the root of Russia's logistical problems, experts say, are two things that plague its military: conscription and corruption.
About 25% of the Russian military's million troops are conscripts, according to the Center for Strategic and International Studies -- though many experts believe that figure may be misleading, suspecting some of the non-conscript troops are either coerced or tricked into enlisting.
Russia's conscripts tend to serve one-year stints, occupy the lower ranks, and fill many of the positions in the logistics chain, including vehicle maintenance.
"You can't really learn anything in a year about maintaining military systems," Telenko says.
Conscripts also have little motivation as they know their time in the job is so limited, he says.
A senior US defense official said Wednesday said Washington is seeing morale problems among Russia's conscripts, who make up "almost half" of its forces in Ukraine.
"We have evidence, even recent evidence, that they have been disillusioned by this war, weren't properly informed, weren't properly trained, weren't ready, not just physically but weren't ready mentally for what they were about to do," the US official said.
By contrast, in the US military vehicle maintenance is handled by a volunteer non-commissioned officer corps, professional sergeants and corporals who stay for extended enlistments and are motivated by pay rises and promotions.
"You want to have as good people maintaining logistics as you do for every other branch," says O'Brien, at the University of St Andrews. He adds, in reference to Russia's apparent struggles, "Were they in a shape for a logistics war or did they not just take it seriously?"
Then there is the corruption that experts say has dogged the Russian military for years.
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