A way to construct Boltzmann entropy, i.e., the entropy as a function of microscopic pure state, for quantum field systems is proposed. Operators that shift the field in wavevector space are used in the construction. By employing an assumption, it is shown that, for almost all states in the ensemble of pure states corresponding to a thermodynamic state, the value of the proposed Boltzmann entropy coincides with that of the thermodynamic entropy for the thermodynamic state. For general self-interacting fields, the Boltzmann entropy evolves with time under Hamiltonian dynamics, so that it is capable of characterizing the thermalization of isolated quantum field systems. Rigol, Dunjko and Olshanii[8]. From thermodynamic point of view, the entropy is the function that characterize the thermalization processes. It generally increases under adiabatic thermalization processes. So it is of interest to define entropy as a function of pure state, i.e., the Boltzmann entropy, which satisfies typicality and its ensemble average coincide with the entropy defined for the ensemble, i.e., the Gibbs entropy. In VN29, the Boltzmann entropy is defined by using the abstract formalism of the decomposition of the total Hilbert space. (Note that it is different from the well-known von Neumann entropy defined for the density operator.) Although the existence of many appropriate decompositions of the total Hilbert is guaranteed, the prescription of the appropriate decompositions for specific systems were not given.The aim of this paper is to construct a Boltzmann entropy, a function of pure state, for quantum systems on lattice, or systems of quantum field, and to show that it satisfies some properties that are desirable for the entropy. The present study is inspired by the author's previous work on the construction of entropy as the function of state in classical field systems [12]. Following the previous work, the construction of the Boltzmann entropy is considered in the wavevector space and operators that shift the field in the wavevector space are used.Recently,Šafránek, Deutsch and Aguirre [13,14] proposed a decomposition of the total Hilbert space based on a coarse-graining in position space to construct a Boltzmann entropy for systems of many quantum particles. (Hereafter, Refs. [13,14] are referred to asŠDA19. ) Our study shares interest and aim withŠDA19 to some extent but the two studies developed to construct different types of Boltzmann entropy. Comparison between the two studies is given in Sec. 6. This paper is organized as follows. We start with the general formalism of constructing the Boltzmann entropy in Sec. 2. Then, we introduce a normal distribution model for ensemble of pure states in Sec. 3. Next, We give the setting of the quantum field systems in Sec. 4. After these preparations, we construct a Boltzmann entropy for the quantum field systems and examine its properties using the normal distribution model for ensemble of pure states in Sec. 5. We conclude with some discussion on the results in Sec. 6.