In this work, the structure-property relationship of covalently crosslinked cellulose networks is studied by utilizing surface modified cellulose nanofibrils and polymer links of defined structure and molecular weight. The effect of molecular weight, chemical functionality and concentration on specific surface area, swelling, and mechanical properties of the hydrogel networks will be investigated.