This document is a dissertation submitted by Stephen Owusu to Newcastle University in partial fulfillment of a Master of Science degree in Agricultural and Environmental Sciences. The dissertation models nitrogen dynamics and biomass production of Palace Leas Meadow Hay using the DNDC model. Stephen Owusu's principal supervisor was Dr. James Taylor and second supervisor was Dr. Julia Cooper.