We construct finite element de~Rham complexes of higher and possibly non-uniform polynomial order in finite element exterior calculus (FEEC). Starting from the finite element differential complex of lowest-order, known as the complex of Whitney forms, we incrementally construct the higher-order complexes by adjoining exact local complexes associated to simplices. We define a commuting canonical interpolant. On the one hand, this research provides a base for studying $hp$-adaptive methods in finite element exterior calculus. On the other hand, our construction of higher-order spaces enables a new tool in numerical analysis which we call "partially localized flux reconstruction". One major application of this concept is in the area of equilibrated a~posteriori error estimators: we generalize the Braess-Sch\"oberl error estimator to edge elements of higher and possibly non-uniform order.
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