Let be the matroid base polytope of a matroid . A {\em matroid base polytope decomposition} of is a decomposition of the form $P(M) = \bigcup\limits_{i=1}^t P(M_{i})P(M_i)$ is also a matroid base polytope for some matroid , and for each , the intersection is a face of both and . In this paper, we investigate {\em hyperplane splits}, that is, polytope decompositions when . We give sufficient conditions for so has a hyperplane split and characterize when has a hyperplane split where denote the {\em direct sum} of matroids and . We also prove that has not a hyperplane split if is binary. Finally, we show that has not a decomposition if its 1-skeleton is the {\em hypercube}.

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