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| Created: | Sep 18, 2022 at 9:42 p.m. | |
| Last updated: | Sep 18, 2022 at 9:47 p.m. | |
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Abstract
These data accompany the EEAGER model for finding beaver dams in satellite and aerial imagery. Earth Engine (https://earthengine.google.com/) AI Platform (https://cloud.google.com/ai-platform/docs/technical-overview) and Cloud Storage (https://cloud.google.com/) used to build the EEAGER model are all publicly available products and platforms. The code underlying our model, a sample of pseudo-absence points, a sample of assumed absence points, and the results in our evaluation areas from this research are included here. Input DEM and RGB data are proprietary and only available internally at Google and are not accessible to the public or broader research community. Individuals seeking to recreate this model can do so using publicly available imagery, albeit at lower resolution, or with their own private high-resolution data. The full set of predicted and actual beaver dam locations at the county scale are not publicly available due to the ongoing risk of trapping and intentional habitat destruction. Full data will be made available to individuals within the research and river restoration communities upon receipt of a formal request via email to project-eager@google.com.
Example model predictions can be viewed at the following URL: https://ezhu.users.earthengine.app/view/sciadv-a
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This resource is shared under the Creative Commons Attribution CC BY.
http://creativecommons.org/licenses/by/4.0/
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