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Simulating Land Use Land Cover Change Using Data Mining And Machine Learning Algorithms, Amin Tayyebi Jan 2013

Simulating Land Use Land Cover Change Using Data Mining And Machine Learning Algorithms, Amin Tayyebi

Open Access Dissertations

The objectives of this dissertation are to: (1) review the breadth and depth of land use land cover (LUCC) issues that are being addressed by the land change science community by discussing how an existing model, Purdue's Land Transformation Model (LTM), has been used to better understand these very important issues; (2) summarize the current state-of-the-art in LUCC modeling in an attempt to provide a context for the advances in LUCC modeling presented here; (3) use a variety of statistical, data mining and machine learning algorithms to model single LUCC transitions in diverse regions of the world (e.g. United States …


A Qualitative Perspective Of Sustainability Across A Supply Chain, Colton Michael Schliep Jan 2013

A Qualitative Perspective Of Sustainability Across A Supply Chain, Colton Michael Schliep

Open Access Theses

Schliep, Colton M. M.S., Purdue University, May 2013. A Qualitative Perspective of Sustainability Across a Supply Chain. Major Professors: Dr. Edie K. Schmidt and Dr. Edward Sweeney.

Using a qualitative approach, this investigation examines perspectives of sustainability concepts and industry experiences from people in various supply chain roles, attempting to answer the question, "How does sustainability, as a practice and definition, differ across a supply chain; and what are its benchmarks?" Participants in the study included 5 working professionals across different industries. Using systems analysis, in depth interviews elicited 12 common themes of the research. Outcomes of the research discuss …


Sustainable Systems Thinking In Communication Design Education, Yvette M. Perullo Jan 2013

Sustainable Systems Thinking In Communication Design Education, Yvette M. Perullo

Open Access Theses

Design ingenuity and sustainability can, and should, work together. Designers have an ethical responsibility to provide ideas that do no harm, and better yet, create positive solutions that nourish the environment, social and cultural structures, and the economy. This approach, referred to as sustainable systems thinking--in contrast to more common design approaches--looks at a problem as an integrated component of an entire network. Sustainable systems thinking helps designers, clients, and consumers to consider who or what is connected to the design outcome, where the project will have positive and negative ecological, financial, cultural or social impacts, and make the entire …