<?xml version="1.0" encoding="UTF-8"?><rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcq="http://purl.org/dc/terms/"><records count="1" morepages="false" start="1" end="1"><record rownumber="1"><dc:product_type>Software</dc:product_type><dc:title>Sea Ice Proxy App</dc:title><dc:creator>Nesterovich, Anna; Caissie, Beth E; Caissie, Beth E</dc:creator><dc:corporate_author/><dc:editor/><dc:description>This is the repository for an R Shiny App that allows users to create sea ice records for the Bering and Chukchi seas from diatom data. Users will upload a data set of diatom percentages and the app will return predictions of spring (March, April, May, June_ sea ice concentrations based on a generalized additive model of surface sediment assemblages in the Bering and Chukchi Seas. Please direct questions to Beth Caissie bcaissie&amp;#64;usgs.gov.</dc:description><dc:publisher>U.S. Geological Survey</dc:publisher><dc:date>2025-04-29</dc:date><dc:nsf_par_id>10631193</dc:nsf_par_id><dc:journal_name/><dc:journal_volume/><dc:journal_issue/><dc:page_range_or_elocation/><dc:issn/><dc:isbn/><dc:doi>https://doi.org/10.5066/P13N4Q7Z</dc:doi><dcq:identifierAwardId>2110923</dcq:identifierAwardId><dc:subject>sea ice</dc:subject><dc:subject>diatoms</dc:subject><dc:subject>Bering Sea</dc:subject><dc:subject>Chukchi Sea</dc:subject><dc:subject>Shiny</dc:subject><dc:subject>GAM</dc:subject><dc:version_number/><dc:location/><dc:rights>Creative Commons Zero v1.0 Universal</dc:rights><dc:institution/><dc:sponsoring_org>National Science Foundation</dc:sponsoring_org></record></records></rdf:RDF>