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 Can a bioimaging nucleus-segmentation model segment open water in satellite imagery via Galaxy? EffectivenessResearc... PICO comment... approve/disapprove... edit as derived nanopublication... create new with same template...

https://w3id.org/np/RA5e5XeXy_.../comparatorGroup comparatorGroup http://purl.org/dc/terms/description description "The Normalized Difference Water Index (NDWI), the standard remote-sensing index for delineating surface water from green and near-infrared reflectance." .
https://w3id.org/np/RA5e5XeXy_.../interventionGroup interventionGroup http://purl.org/dc/terms/description description "A deep-learning nucleus/boundary-segmentation model from the BioImage Model Zoo, originally trained on fluorescence-microscopy images of cell nuclei, applied without retraining to the satellite imagery through a Galaxy BioImage.IO inference workflow — i.e. a cross-discipline transfer of a bioimaging segmentation model to remote sensing." .
https://w3id.org/np/RA5e5XeXy_.../outcomeGroup outcomeGroup http://purl.org/dc/terms/description description "Delineation of open-water bodies — the total water area and the count of distinct water bodies — and the degree to which these agree with the NDWI baseline." .
https://w3id.org/np/RA5e5XeXy_.../population population http://purl.org/dc/terms/description description "Optical multispectral satellite imagery of landscapes containing many small open-water bodies — here Landsat surface-reflectance scenes of the Arctic Coastal Plain of northern Alaska, a terrain dense with thermokarst ponds." .
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This is the identifier for this whole nanopublication. https://w3id.org/sciencelive/np/RAHSt0SAMA... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces This is a local identifier minted within the nanopublication. https://w3id.org/sciencelive/n...2014/bmz-nuclei-model-eo-water
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