{"id":1912,"date":"2023-11-01T19:45:15","date_gmt":"2023-11-01T19:45:15","guid":{"rendered":"https:\/\/live-usc-dornsife.pantheonsite.io\/uscseagrant\/?page_id=1912"},"modified":"2023-11-10T19:11:04","modified_gmt":"2023-11-10T19:11:04","slug":"safe-to-swim","status":"publish","type":"page","link":"https:\/\/dornsife.usc.edu\/uscseagrant\/safe-to-swim\/","title":{"rendered":"Safe to Swim"},"content":{"rendered":"\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--accordions \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--accordions\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Advancing an early warning system for California beach water quality  \n      <\/h2>\n\n\n<\/div>\n      \n                  \n<div class=\"f--field f--description\">\n\n    \n  <p><span style=\"font-weight: 400;\">One issue common to populated coastlines is the higher risk of recreational that people who swim or surf in the water have a risk of getting sick from fecal indicator bacteria (FIB) such as <\/span><i><span style=\"font-weight: 400;\">enterococci <\/span><\/i><span style=\"font-weight: 400;\">and <\/span><i><span style=\"font-weight: 400;\">Escherichia coli<\/span><\/i><span style=\"font-weight: 400;\">. Usually, levels of FIB are low, but events like rain, an increase in stormwater run-off, waste-treatment plant overflows, changes in currents, and even wind can increase FIB levels. Accurate water quality data is critical for California\u2019s resource managers to keep swimmers safe on beaches. Still, there is often a two-day laboratory turnaround of beach water samples, potentially exposing beachgoers to contaminated water. Water quality managers are turning to forecast models, which usually require extensive, multi-year data sets to predict water quality accurately. University of Southern California (USC) Sea Grant funded a study to determine whether high-frequency sampling over a 1-2 day period could be sufficient to more efficiently develop predictive water quality models for \u201cdata-poor\u201d beaches where more extensive monitoring is unachievable.\u00a0<\/span><\/p>\n\n\n\n<\/div>\n      \n      \n    <\/div>\n  \n  \n  \n\n  <\/div><\/div>\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n      \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <h3><b>Key Results<\/b><span style=\"font-weight: 400;\">:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Models using oceanographic and meteorological data collected every 10 minutes over 1-2 days were predictive of beach water quality at Santa Cruz, Monterey, and Huntington Beach\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Predictive models are accurate for at least one swimming season at a time, enabling efficient and quick water quality forecasts\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">For the first time, even a \u201cdata-poor\u201d beach could have accurate beach water quality data and forecast relatively quickly\u00a0<\/span><\/li>\n<\/ul>\n<h3><\/h3>\n<p>&nbsp;<\/p>\n<h3><b>Project Impacts &amp; Application:<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Presented results to the State Water Resources Control Board, the US Environmental Protection Agency BEACH group, the Surfrider Foundation, and the Surfrider San Mateo County Chapter\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The research team has presented and trained many groups to use the models, including the State Water Resources Control Board, the US Environmental Protection Agency BEACH group, the Southern California Coastal Water Research Program, the Environmental Protection Agency, Heal the Bay, and Surfrider which is actively using the data\/model in Half Moon Bay\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Results were shared in two major publications in <\/span><i><span style=\"font-weight: 400;\">Environmental Science and Technology<\/span><\/i><span style=\"font-weight: 400;\"> and <\/span><i><span style=\"font-weight: 400;\">PLOS One<\/span><\/i><\/li>\n<\/ul>\n<h3><\/h3>\n<p>&nbsp;<\/p>\n<h3><b>Principal Investigator:<br \/>\n<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Alexandria Boehm, Ph.D., Stanford\u00a0<\/span><\/p>\n<h3><\/h3>\n<p>&nbsp;<\/p>\n<h3><b>Funding:<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">NOAA, 2020-2022<\/span><\/p>\n<h3><\/h3>\n<p>&nbsp;<\/p>\n<h3><b>Additional Info and Publications<\/b><span style=\"font-weight: 400;\">:<\/span><b>\u00a0<\/b><\/h3>\n<ul>\n<li><a href=\"https:\/\/web.stanford.edu\/~aboehm\/projects.html\"><span style=\"font-weight: 400;\">https:\/\/web.stanford.edu\/~aboehm\/projects.html<\/span><\/a><\/li>\n<li><a href=\"https:\/\/dornsife.usc.edu\/uscseagrant\/ews-water-quality\/\"><span style=\"font-weight: 400;\">https:\/\/dornsife.usc.edu\/uscseagrant\/ews-water-quality\/<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/news.stanford.edu\/2021\/01\/21\/new-way-forecast-beach-water-quality\/\"><span style=\"font-weight: 400;\">https:\/\/news.stanford.edu\/2021\/01\/21\/new-way-forecast-beach-water-quality\/<\/span><\/a><\/li>\n<li><span style=\"font-weight: 400;\">Ryan T. Searcy and <strong>Alexandria B. Boehm<\/strong>. <b style=\"color: #333333;\">2022<\/b><span style=\"font-weight: 400;\">. Know Before You Go: Data-Driven Beach Water Quality Forecasting. <\/span><i style=\"color: #333333;\"><span>Environ. Sci. Technol<\/span><\/i><\/span><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">. <\/span><\/span><a href=\"https:\/\/news.stanford.edu\/2021\/01\/21\/new-way-forecast-beach-water-quality\/\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/doi.org\/10.1021\/acs.est.2c05972\"><span>https:\/\/doi.org\/10.1021\/acs.est.2c05972<\/span><\/a><\/span><\/a><\/li>\n<li><span style=\"font-weight: 400;\">Ryan T. Searcy and <\/span><strong>Alexandria B. Boehm<\/strong><span style=\"font-weight: 400;\">. A Day at the Beach: Enabling Coastal Water Quality Prediction with High-Frequency Sampling and Data-Driven Models. <\/span><i><span style=\"font-weight: 400;\">Environmental Science &amp; Technology<\/span><\/i> <b>2021<\/b><span style=\"font-weight: 400;\"> 55 (3), 1908-1918. DOI: <\/span><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.est.0c06742\"><span style=\"font-weight: 400;\">10.1021\/acs.est.0c06742<\/span><\/a><\/li>\n<\/ul>\n<p><b><br \/>\n<a class=\"cta-link\" href=\"\/uscseagrant\/publications-database\/\">Access our Publications Database to view publications from this project or other related topics<\/a><br \/>\n<\/b><\/p>\n\n\n\n<\/div>\n\n\n  <\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":74,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-content-detail.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1912","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Safe to Swim - USC Sea Grant<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dornsife.usc.edu\/uscseagrant\/safe-to-swim\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Safe to Swim - 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