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Satellite remote sensing can inform conservation because it is an efficient means to obtain environmental data over broad spatial and temporal extents. Yet, the challenges of accessing, processing, and analyzing remote sensing data hinder wider application of these techniques in conservation planning. We used Landsat data and hierarchical statistical models to link satellite-derived habitat measurements with abundance of endangered Yuma Ridgway's rails (Rallus obsoletus yumanensis) within the Lower Colorado River Basin and Salton Sink, USA. We addressed many of the challenges facing the application of remote sensing techniques by using the web-based, freely-available Google Earth Engine to process Landsat datasets, apply habitat models, and generate maps to predict habitat suitability at a fine spatial grain (30\u00a0m) across the range of the species. These maps are shareable, interactive, and easy to update annually as habitat conditions change using a Google Earth Engine App we developed. Thus, we provide a framework for building habitat suitability models and maps to help target adaptive habitat management over broad extents for sensitive species, enabling biologists to improve conservation and restoration efforts regularly as conditions change in highly variable ecosystems. 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"Organization", "name": "ui" } ] }, { "@type": "Person", "name": "Harrity, Eamon J.", "givenName": "Eamon J.", "familyName": "Harrity", "affiliation": [ { "@type": "Organization", "name": "ui" } ] } ], "funder": [ { "@type": "Organization", "name": "Coop Res Unit Seattle", "url": "https://www1.usgs.gov/coopunits/unit/Washington" } ], "spatialCoverage": [ { "@type": "Place", "additionalType": "country", "name": "Mexico", "url": "https://geonames.org/4300612" }, { "@type": "Place", "additionalType": "country", "name": "United States", "url": "https://geonames.org/4074035" }, { "@type": "Place", "additionalType": "state", "name": "Arizona" }, { "@type": "Place", "additionalType": "state", "name": "California" }, { "@type": "Place", "additionalType": "state", "name": "Nevada" }, { "@type": "Place", "additionalType": "unknown", "name": "Colorado River Basin" }, { "@type": "Place", "additionalType": "unknown", "name": "Salton Sink" }, { "@type": "Place", "geo": [ { "@type": "GeoShape", 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