Northern section of the park was excavated in 1968 in the project of building a furnace oil tank for the boiler room of the Belgrade's City Committee of the League of Communists located nearby.
The site became an archaeological dig in 1969 and 8 rooms in total were discovered, including the remains of the brick furnace which heated the water.
The remnants were visible until 1978 and due to the lack of funds to continue excavations or to cover it with the roof or a marquee, the remains were conserved and buried again.
After Turks completely withdrew from Belgrade and Serbia in 1867, the cemetery became overgrown with grass and was turned into the meadow, called "Little field" (Poljanče) by the local population.
Josimović met with much resistance and only some time before his death, he persuaded city government to decide to split the market in two and to form a park in one of the sections.
The open space area around the market, which was now a defunct Turkish cemetery, and the northwestern section were turned into the park, as Josimović originally envisioned.
As the monument was covered with cloth for a long time, citizens colloquially nicknamed the square a "plateau of the bagged man".
In 1929, the stone ornamental fence with the massive gates made of wrought iron was built around the park, projected by Milutin Borisavljević.
In 1930, the monument to Dositej Obradović (work of Rudolf Valdec) was transferred to the park from his previous location at the end of the Knez Mihailova street, where it was unveiled in 1914.
New plane trees, Callery pears and photinias were planted and three flower rondelles were restored around the three monuments (Pančić, Obradović, Cvijić).
Also due to the settlement, structural cracks developed in the ornamented wall, but also because it has no interruption in its design so the construction can't "work".
In February 2020, the Institute for the Protection of Cultural Monuments drafted the project of static restoration, which includes reconstruction of all damaged or missing plastics.