{"id":237285,"date":"2026-06-25T15:43:00","date_gmt":"2026-06-25T19:43:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/25\/ai-predicts-natural-river-flows-in-california-could-it-do-more\/"},"modified":"2026-06-25T16:03:32","modified_gmt":"2026-06-25T20:03:32","slug":"ai-predicts-natural-river-flows-in-california-could-it-do-more","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/25\/ai-predicts-natural-river-flows-in-california-could-it-do-more\/","title":{"rendered":"AI Predicts Natural River Flows in California. Could It Do More?"},"content":{"rendered":"<p><a href=\"https:\/\/www.ppic.org\/blog\/ai-predicts-natural-river-flows-in-california-could-it-do-more\/\">AI Predicts Natural River Flows in California. Could It Do More?<\/a><\/p>\n<p><a href=\"https:\/\/www.ppic.org\/blog\/ai-predicts-natural-river-flows-in-california-could-it-do-more\/\">https:\/\/www.ppic.org\/blog\/ai-predicts-natural-river-flows-in-california-could-it-do-more\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-06-25 15:43:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.ppic.org\">www.ppic.org<\/a><\/p>\n<ul>\n<li>California struggles with limited streamflow data from only 8% of its rivers and streams, impacting water management.<\/li>\n<li>AI, especially machine learning, aids in filling gaps by estimating past and forecasting future streamflow, notably in unmonitored or human-altered areas.<\/li>\n<li>The Natural Flows Database, developed in partnership with the US Geological Survey and The Nature Conservancy, utilizes machine learning to estimate natural flows, helping key water management practices.<\/li>\n<li>AI tools such as UpstreamTech&#8217;s HydroForecast and USGS&#8217;s River DroughtCast are emerging to provide future streamflow forecasting, improving drought and flood preparedness.<\/li>\n<li>AI-driven alternatives like the Flow Photo Explorer offer cost-efficient, supplementary data on streamflows when traditional stream gaging is financially constrained.<\/li>\n<li>The effectiveness of AI models relies heavily on extensive and high-quality data; hence continued, increased data collection is essential for reliable AI predictions.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI Predicts Natural River Flows in California. Could It Do More? https:\/\/www.ppic.org\/blog\/ai-predicts-natural-river-flows-in-california-could-it-do-more\/ Publish Date: 2026-06-25&#8230;<\/p>\n","protected":false},"author":1,"featured_media":237286,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.ppic.org\/wp-content\/uploads\/2026\/06\/close-up-of-mans-forearm-just-under-the-water-as-he-swims-in-the-merced-river-in-yosemite.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-237285","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237285"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=237285"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237285\/revisions"}],"predecessor-version":[{"id":237287,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237285\/revisions\/237287"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/237286"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=237285"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=237285"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=237285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}