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Impacts of Climate Change on Agriculture and Biodiversity in South Africa. Michelle Lau ‘12 Princeton University Woodrow Wilson School, Summer 2010. Woodrow Wilson School STEP Program. STEP: The Program in Science, Technology, and Environmental Policy
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Impacts of Climate Change on Agriculture and Biodiversity in South Africa Michelle Lau ‘12 Princeton University Woodrow Wilson School, Summer 2010
Woodrow Wilson School STEP Program • STEP: The Program in Science, Technology, and Environmental Policy • Goals of the program are to develop an understanding of: • The nature of scientific, technological and environmental problems and opportunities • The specialized methods used for analyzing scientific, technological and environmental issues • The dynamics of science and technology in relation to national and international institutions and organizations
Project Background and Goals • Project aims to investigate the potential impacts to biodiversity and agriculture that result from human responses to climate change • Focus on South Africa because it is a region highly vulnerable to climate change and has a large, diverse agricultural sector • First stage involves preparing data and running crop models • Worked closely with Lyndon Estes, post-doctoral researcher of the Woodrow Wilson School in the STEP Program
What I Did: Data Preparation • Before running the crop models, I prepared wheat and maize yield data received from South Africa • Detrended yield data to remove any market influences • Also prepared soils data and climate data
What I Did: Crop Model Runs • Used DSSAT, which models crop yields using soil, climate, and planting information • Performed a Sensitivity Analysis to determine how sensitive the model was to certain variables • Tuned cultivar coefficients
Reflections • Became familiar with new programs, ArcGIS, DSSAT, R • Learned how to work independently and developed research skills • Will continue to work with post-doctoral researcher into the school year
Thank You! • Lyndon Estes, Postdoctoral Research Associate, Woodrow Wilson School and the Program in Science, Technology, and Environmental Policy • Michael Oppenheimer, Professor of Geosciences and International Affairs • David Wilcove, Professor of Ecology and Evolutionary Biology and Public Affairs • Grand Challenges Internship Program