{"id":2290,"date":"2025-11-13T17:21:12","date_gmt":"2025-11-13T16:21:12","guid":{"rendered":"https:\/\/www.alpsolut.eu\/progetti\/near-real-time-snow-and-avalanche-monitoring\/"},"modified":"2025-12-04T17:58:04","modified_gmt":"2025-12-04T16:58:04","slug":"near-real-time-snow-and-avalanche-monitoring","status":"publish","type":"project","link":"https:\/\/www.alpsolut.eu\/en\/projects\/near-real-time-snow-and-avalanche-monitoring\/","title":{"rendered":"Near-Real-Time Snow and Avalanche Monitoring"},"content":{"rendered":"\n<p><strong>PROJECT: <\/strong>Methods for identifying avalanche activity, snow depth on the ground, and the presence of wet snow, have been applied in various climatic contexts, from Norway to Italy. <\/p>\n\n<p><strong>CLIENT: <\/strong>Public and private Companies <\/p>\n\n<p><strong>STAKEHOLDERS:<\/strong> Wyssen, Arpa Marche, Comune di Livigno <\/p>\n\n<p><strong>APPLICATIONS:<\/strong> <\/p>\n\n<ul class=\"wp-block-list\">\n<li>&#8211; Near-real-time monitoring of avalanche activity at different scales (Norway, Livigno, Marche);<\/li>\n\n\n\n<li>&#8211; Mapping of snow depth on the ground (Norway, Livigno)<\/li>\n\n\n\n<li>&#8211; Mapping of wet snow (Livigno, Marche, Norway) <\/li>\n<\/ul>\n\n<p><strong>DESCRIPTION:<\/strong> Through the use of Synthetic Aperture Radar (SAR) satellite data, combined with advanced machine learning algorithms and mathematical models, we are able to monitor the majority of avalanche activity at with weekly resolution and map snow depth on the ground, or the presence of wet snow, at various scales. <\/p>\n\n<p><a href=\"https:\/\/www.alpsolut.eu\/wp-admin\/edit.php?post_type=project&amp;paged=1\"><br\/><\/a><\/p>\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Monitoraggio degli eventi valanghivi da SAR nel corso di una stagione\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/CFgbjgd0CFw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"668\" src=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2025\/11\/Neve-bagnata-da-SAR-2-1-1024x668.png\" alt=\"Neve bagnata da SAR (2)\" class=\"wp-image-2356\" style=\"aspect-ratio:1.532475306794373;width:485px;height:auto\" srcset=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2025\/11\/Neve-bagnata-da-SAR-2-1-1024x668.png 1024w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2025\/11\/Neve-bagnata-da-SAR-2-1-300x196.png 300w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2025\/11\/Neve-bagnata-da-SAR-2-1-768x501.png 768w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2025\/11\/Neve-bagnata-da-SAR-2-1-1536x1002.png 1536w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2025\/11\/Neve-bagnata-da-SAR-2-1-2048x1336.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n<p class=\"has-text-align-center\"><em>Presence of wet snow on the ground classified using Synthetic Aperture Radar (SAR)<\/em><\/p>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Use of satellite data and machine learning algorithms to monitor avalanche activity, snow depth, and the presence of wet snow <\/p>\n","protected":false},"featured_media":0,"template":"","typology":[],"class_list":["post-2290","project","type-project","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/project\/2290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/types\/project"}],"version-history":[{"count":6,"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/project\/2290\/revisions"}],"predecessor-version":[{"id":2390,"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/project\/2290\/revisions\/2390"}],"wp:attachment":[{"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/media?parent=2290"}],"wp:term":[{"taxonomy":"typology","embeddable":true,"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/typology?post=2290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}