Title: Totally nonnegative Grassmann cells and soliton solutions of the KP equation Abstract: Let Gr$(N,M)$ be the real Grassmannian defined by the set of all $N$-dimenaional subspaces of ${\mathbb R}^M$. Each point on Gr$(N,M)$ can be represented by an $N\times M$ matrix $A$ of rank $N$. If all the $N\times N$ minors of $A$ are nonnegative, the set of all points associated with those matrices forms the totally nonnegative part of the Grassmannian, denoted by Gr$^+(N,M)$. In this talk, I will give a realization of Gr$^+(N,M)$ in terms of the soliton solutions of the KP equation, and construct a cellular decomposition of Gr$^+(N,M)$ with the asymptotic form of the soliton solutions. This leads to a classification theorem of all solitons solutions of the KP equation, showing that each soliton solution is uniquely parametrized by a derrangement of the permutation group $S_M$. Expressing each derrangement by a unique chord diagram, I will show that the chord diagrams can be used to analyze the asymptotic behavior of certain initial value problems of the KP equation. I will also present some movies of real experiments of shallow water waves which represent some of new solutions obtained in the classification problem.