  We describe the structure of the supersingular locus of a Shimura variety for
a quaternionic unitary similitude group of degree $2$ over a ramified odd prime
$p$ if the level at $p$ is given by a special maximal compact open subgroup.
More precisely, we show that such a locus has purely $2$-dimensional, and every
irreducible component is birational to the Fermat surface. Furthermore, we have
an estimation of the numbers of connected and irreducible components. To prove
these assertions, we completely determine the structure of the underlying
reduced scheme of the Rapoport--Zink space for the quaternionic unitary
similitude group of degree $2$, with a special parahoric level. We prove that
such a scheme is purely $2$-dimensional, and every irreducible component is
isomorphic to the Fermat surface. We also determine its connected components,
irreducible components and their intersection behaviors by means of the
Bruhat--Tits building of $\mathrm{PGSp}_4(\mathbb{Q}_p)$. In addition, we
compute the intersection multiplicity of the GGP cycles associated to an
embedding of the considering Rapoport--Zink space into the Rapoport--Zink space
for the unramified $\mathrm{GU}_{2,2}$ with hyperspecial level for the
minuscule case.
