Spatial Ecology The high seas is both a single thing and the sum of many parts. It is singular because it is connected by both currents and by species. However, it is also seamounts and hydrothermal vents and gyres, and convergence zones, and fracture zones and the “midnight zone”… and the list goes on. …
What are the high seas? Deep, distant, dynamic, and diverse. Beyond borders but not beyond governance. A global commons and the common heritage of humankind. What we do Spatial Ecology Where does biodiversity exist in the ocean? To answer this question, Duke scientists, led by the Marine Geospatial Ecology Lab (MGEL), have endeavored to provide fellow scientists …
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Discover the latest research from MGEL Read about the latest research and updates from the Marine Geospatial Ecology Lab
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Patrick N. HalpinDirector of the Geospatial Ecology Program Professor of Marine Geospatial Ecology in the Marine Science and Conservation Division of the Nicholas School of the Environment, Duke University Patrick Halpin is a Professor of Marine Geospatial Ecology and Director of the Geospatial Analysis Program at the Nicholas School of the Environment, Duke University Marine …
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As part of our recent overhaul of the predictive modeling tools, we added support for random forests as a new modeling type. Random forest (Breiman, 2001) is machine learning algorithm that fits many classification or regression tree (CART) models to random subsets of the input data and uses the combined result (the forest) for prediction. A …