I unfortunately got stuck, but I am leaving my work here anyway in case it helps someone else. Happy to delete this if the community feels it is not worthy of being an answer.
Your first link references a book that provides a bijection between the following two sets.
- unordered rooted binary trees with $n+1$ labeled leaves
- matchings of $\{1,\ldots,2n\}$
Note that a binary tree with $n+1$ leaves will have $2n$ non-root nodes, which hints that the above bijection involves labeling of the non-root nodes of a tree. Indeed, this is what the book describes.
I will defer the details to the book, but roughly the bijection is as follows. Take a binary tree with $n+1$ labeled leaves. We will label the remaining non-root nodes with $n+2,\ldots,2n$ in the following way.
- Consider all unlabeled non-root nodes whose two children are both labeled, and label as $n+2$ the one that has a child with the smallest label.
- Repeat this procedure and label the next node as $n+3$, and so on.
Then to convert these node labelings to a matching on $\{1, \ldots, 2n\}$, just take each pair of sibling nodes' labels as a pair in your matching.
Here is an example from the book, when $n=6$. Try starting with only the $7$ leaves labeled, and then complete the labeling for the rest of the non-root nodes.

Note that one needs to check this is a bijection; I will not do so here.
Now, let us consider your original question, which asks for a bijection between the following two sets.
- unordered rooted binary trees with $n+1$ labeled leaves, and leaf "$1$" at distance $k$ from root
- matchings of $\{1, \ldots, 2n\}$ with $k$ terminal closers
Unfortunately, the above bijection does not immediately solve the problem. For example, the matching $(1,2),(3,4),(5,6)$ has one terminal closer, but in the corresponding tree given by the bijection, leaf $1$ is distance $2$ from the root.
Thus, I suspected one can find some intermediate bijection that, when combined with the tree-matching bijection described above, will produce your desired bijection of these last two sets. But I was unsuccessful in actually finding one that worked.
Some closing remarks and possible bijection building-blocks:
- One can consider $k$ initial openers, rather than $k$ terminal closers
- One can consider the depth of some other leaf, rather than leaf $1$
- More generally, one can permute the items in the matching before/after using the tree-matching bijection.
- The tree corresponding to a matching with $k$ terminal closers has a path $\text{root} \to 2n \to (2n-1) \to \cdots \to (2n-k+1)$, and the node $2n-k$ is a sibling of one of these nodes.