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Development of a Spatially Explicit Surface Coal Mining Predictive Model
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The goal of this project was to create a spatially explicit 1km2 grid cell model for the Appalachian Landscape Conservation Cooperative (Figure 1) predicting where surface coal mining is likely to occur in in a projected future time period, under two different scenarios. To accomplish this goal we combined GIS spatial analysis, a Random Forests predictive model, and future mining buildout scenarios. This report provides a detailed methodology of our approach and discussion of our results.
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Tools & Resources
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Assessing Future Energy Development
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Development of a Spatially Explicit Surface Coal Mining Predictive Model
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The goal of this project was to create a spatially explicit 1km2 grid cell model for the Appalachian Landscape Conservation Cooperative (Figure 1) predicting where surface coal mining is likely to occur in in a projected future time period, under two different scenarios. To accomplish this goal we combined GIS spatial analysis, a Random Forests predictive model, and future mining buildout scenarios. This report provides a detailed methodology of our approach and discussion of our results.
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Research
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Workspace
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Deliverables
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Downscaling Scenarios of Climate Change Project to Map Entire Appalachian LCC Region
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A DOI Southeast Climate Science Center funded project will be evaluating the latest generation of global climate models to generate scenarios of future change to climate, hydrology, and vegetation for the Southeastern U.S. as well as the entire range of the Appalachian LCC.
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News & Events
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Environmental Flows from Water Withdrawals in the Marcellus Shale Region
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The Appalachian LCC collaborated with Cornell University to study the environmental impacts of water withdrawals in the Central Appalachian region. The rivers and streams of the Central Appalachians are home to more than 200 species of fish and other aquatic life. They also provide a reliable source of drinking water, recreational opportunities and associated economic benefits to people living in large cities and surrounding communities. This research looks at how the region’s surface freshwater supply – and the health of natural systems delivering this resource – have been impacted and may be altered in the coming years under increasing water withdrawals. It focuses on the Marcellus Shale region in the Central Appalachians, including portions of NY, PA, OH, MD, WV and VA.
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Research
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Evaluating Effect of Climate Change on River Flows in the Clinch River Basin
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A new project by the U.S. Geological Survey is evaluating the potential cascading effects to river flows and quality aquatic habitat due to changes in climate within an ecologically important area of the Appalachian LCC. A greater understanding of likely flow changes within the Virginia portion of the Clinch River Basin will allow managers to better respond to alterations and degradation of physical habitat. Information and results from this study will also provide managers with methods to be applied throughout the Appalachian LCC region. (Photo by Virginia Department of Game and Inland Fisheries)
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Research
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Impact of Urbanization on Priority Bird Populations
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25 bird species models were developed to determine the sensitivity of priority bird species populations to urbanization.
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Research
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Laurent, Ed
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Expertise Search
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Lee, Danny
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Danny is Director of the Eastern Forest Environmental Threat Assessment Center of the USDA Forest Service's Southern Research Station in Asheville, NC. He lead a diverse team of reearchers working to develop tools and information needed to detect, assess, and predict environmental treats to eastern forests.
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Expertise Search
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Reviewing Existing Tools and Data on Hydrologic and Ecologic Flow Models
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The Aquatic Ecological Flows project reviewed existing tools and gathered available data within the project area on hydrologic and ecological flow models that would be suitable to use for the region.
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News & Events
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Reviewing Studies of Caves and Subterranean Biodiversity
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A status review of studies from the cave and karst classification and mapping research project examined an array of research regarding cave environments, cave/karst biodiversity, and previous techniques for mapping and modeling such ecosystems.
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News & Events
