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The purpose of this paper is to construct some special kind of subschemes in $\mathbb{P}^N$ with $ N\ge 3$, which we call them "fat flat subschemes" and compute their Waldschmidt constants. These subschemes are constructed by adding, in a particular way, a finite number of linear subspaces of $\mathbb{P}^N$ of many different dimensions to a star configuration in $\mathbb{P}^N$, with arbitrary preassigned multiplicities to each one of these linear subspaces, as well as the star configuration. Among other things, it will be shown that for every positive integer $d$, there are infinitely many fat flat subschemes in $\mathbb{P}^N$ with the Waldschmidt constant equal to $d$. In addition to this, for any two integers $1\le a
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