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BenHafner/SeedLoss
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This repository accompanies the manuscript "Bounding seed loss from isolated habitat patches" by Benjamin R. Hafner and Katherine Meyer. seed_loss_monte_carlo.py houses the bulk of the code. It uses a Monte Carlo approach to compute the probability a seed is lost from a habitat (defined by a polygon) given a dispersal kernel (defined by a random sampling function). When run, the program computes the probability of seed loss for a population of Asclepias syriaca (common milkweed) in McKnight Prairie. It also generates visualizations of seed loss overlaid with an aerial photo (McKnight.png) to produce the images in Figure 6 (SYMMETRIC.png and ASYMMETRIC.png). To help parameterize common milkweed's dispersal kernel, we made use of wind speed data collected at Cedar Creek Ecosystem Science Reserve (e080_Hourly climate data.txt, from https://cedarcreek.umn.edu/environmental-monitoring) which is processed by wind_reader.py. Finally, the programs scaling_computations.py and scaling_plots.py explore the impact of habitat scale on seed loss probability and produce the plots in Figure 7 (plots.svg). Contact: benrhafner@gmail.com
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