Many of the vehicles have number plates and identifying marks removed while many of the servicemen had taken insignia off their fatigues. As such, they match the appearance of some of the forces spotted in eastern Ukraine, which Kiev and its Western allies allege are covert Russian detachments.
The scene at the base on the Kuzminsky firing range, around 50 km (30 miles) from the border, offers some of the clearest evidence to date of what appeared to be a concerted Russian military build-up in the area.Earlier this month, NATO military commander General Philip Breedlove said he believed the separatists were taking advantage of a ceasefire that came into force in February to re-arm and prepare for a new offensive. However, he gave no specifics.
Russia denies that its military is involved in the conflict in Ukraine's east, where Moscow-backed separatists have been fighting forces loyal to the pro-Western government in Kyiv.
Russia's defense ministry said it had no immediate comment about the build-up. Several soldiers said they had been sent to the base for simple military exercises, suggesting their presence was unconnected to the situation in Ukraine.
Asked if large numbers of unmarked weaponry and troops without insignia at the border indicated that Russia planned to invade Ukraine, Kremlin spokesman Dmitry Peskov said during a conference call with reporters:
"I find the wording of this question, 'if an invasion is being prepared', inappropriate as such."
The weapons being delivered there included Uragan multiple rocket launchers, tanks and self-propelled howitzers - all weapon types that have been used in the conflict in eastern Ukraine between Kyiv's forces and separatists.
The amount of military hardware at the base was about three times greater than in March this year, when journalists were previously in the area. At that time, only a few dozen pieces of equipment were in view.
Over the course of fours days starting on Saturday, reporters saw four goods trains with military vehicles and troops arriving at a rail station in the Rostov region of southern Russia, with at least two trainloads traveling on by road to the base.
A large section of dirt road leading across the steppe from the Kuzminsky range to the Ukrainian border had been freshly repaired, making it more passable for heavy vehicles.
The road leads to a quiet border crossing typically only used by local residents. On the other side is Ukraine's Luhansk region, which is controlled by separatists and has been the scene of intense fighting.
Valentina Melnikova, a human rights campaigner who works closely with families of Russian servicemen, said she had information that Rostov region was being used as a staging post for troops on their way to Ukraine.
She said the information came from the mother of a serviceman stationed in the town of Totskoye, in the Orenburg region near Russia's border with Kazakhstan.
Melnikova said the serviceman heard from commanders that "they are going to be transferred to Rostov region after May 20 and then to Ukraine. They signed papers about non-disclosure of information and about acting voluntarily.
"Of course it was an order. How could it be voluntarily? They are servicemen," said Melnikova, who runs the Moscow-based Alliance of Soldiers' Mothers Committees.
Her account could not be independently.
In some cases where Russian citizens have been captured in Ukraine by forces loyal to Kyiv, Russian officials have said they were there of their own accord and were either on leave from the armed forces or had quit the military.
More military hardware trundles into the Matveev Kurgan railway station on goods trains every day.
A train that pulled in on Tuesday was carrying 16 T-72 tanks, and a number of military trucks.
A local woman who was at the station with a pre-school age girl looked at the tanks on flat-bed rail cars, sighed, and said: "Nothing surprises me any more."
Over the four days, trains arrived delivering a total of at least 26 tanks, about 30 Uragan launchers, dozens of trucks as well as several armored personnel carriers and self-propelled howitzers.
On two occasions, after the trains had been unloaded, reporters followed the column of vehicles to the firing range - a location that has already been linked indirectly to the fighting in Ukraine.
Bellingcat, a British-based group of volunteers who use social media to investigate conflicts, analyzed postings by Russian soldiers on social network accounts, including geo-location tags on photos, and concluded that some of those in Ukraine had earlier been at the Kuzminsky range.
A former Russian soldier said last year, when he was on active military service, that he underwent training at the range and was later sent up to the Ukrainian border. Once at the border he was ordered to fire Grad rockets, although he said he could not be certain they were fired into Ukraine. He also said some members of his unit had crossed into Ukraine.
"That's a very big firing range. We studied for two weeks, we had a quick course. After that we got the order and went to the border," said the former soldier, who did not want to be identified because the operation has not been made public.