MA, Kent State University, 2008, College of Arts and Sciences / Department of Geography
Cuyahoga Valley National Park (CVNP) is located between Cleveland and Akron in Northeast Ohio and is the only national park in Ohio. Even though it is within a short distance of the metropolitan areas, the wilderness inside of the park has been preserved through Cleveland Metroparks, Metroparks Serving Summit County, Cuyahoga Valley National Park, non-profit organizations, and community efforts. However, outside the park boundaries, urban extent and population have increased progressively outside the park potentially providing stresses to the park environment. CVNP receives over 3,000,000 visitors every year, and is a primary recreation area in the region. In this thesis, human impacts on CVNP are analyzed using geographic information systems (GIS) and remote sensing to determine how the impacts have influenced the park environment. The main goal is to detect urban expansion patterns around CVNP from 1987 to 2006. In order to do this, the object-oriented classification (OOC) and pixel-based classification (PBC) were compared to determine which method provided a higher accuracy. The results showed that the OOC maps showed higher accuracies in their results than the PBC maps, and, using the OOC maps, more urban expansions were recognized in the direction to CVNP in the last 20 years.
Committee: Mandy Munro-Stasiuk (Advisor); Jay Lee (Committee Chair); Chuanrong Zhang (Committee Member)
Subjects: Geography