{"id":2128,"date":"2022-05-16T12:47:31","date_gmt":"2022-05-16T10:47:31","guid":{"rendered":"https:\/\/www.alpsolut.eu\/progetti\/specific-outputs-for-water-resource-management\/"},"modified":"2025-08-04T16:51:51","modified_gmt":"2025-08-04T14:51:51","slug":"specific-outputs-for-water-resource-management","status":"publish","type":"project","link":"https:\/\/www.alpsolut.eu\/en\/projects\/specific-outputs-for-water-resource-management\/","title":{"rendered":"Maps of Snow depth (HS) and Snow Water Equivalent (SWE) &#8211; ARPA Lombardia"},"content":{"rendered":"\n<p><strong>PROJECT: <\/strong>maps creation of snow depth on the ground to asses water availability and calculate the water equivalent<\/p>\n\n<p><strong>CLIENT: <\/strong>ARPA Lombardia <\/p>\n\n<p><strong>STAKEHOLDERS:<\/strong> ARPA Lombardia, Lombardy Region, public and private hydropower companies<\/p>\n\n<p><strong>OBJECTIVE: <\/strong>acquisition of daily information on the availability of water in liquid form (SWE) produced by snowpack melting<\/p>\n\n<p><strong>DESCRIPTION: <\/strong>point data from snow weather monitoring stations are processed using the SNOWPACK software to simulate snowpack characteristics. These data, integrated with satellite image analysis and spatial interpolation algorithms, enable the production of daily snow depth and snow water equivalent (SWE) maps for the entire Lombardy region. The outputs are visualized through a dashboard that allows to query the data both spatially and temporally.  <\/p>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"724\" data-id=\"1105\" src=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Regione_Lombardia-1024x724.jpg\" alt=\"SWE Regione Lombardia\" class=\"wp-image-1105\" srcset=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Regione_Lombardia-1024x724.jpg 1024w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Regione_Lombardia-300x212.jpg 300w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Regione_Lombardia-768x543.jpg 768w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Regione_Lombardia.jpg 1169w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><strong>SWE Regione Lombardia<\/strong><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"486\" data-id=\"1106\" src=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Grafici-1024x486.jpg\" alt=\"SWE Graphic\" class=\"wp-image-1106\" srcset=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Grafici-1024x486.jpg 1024w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Grafici-300x142.jpg 300w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Grafici-768x364.jpg 768w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Grafici-1536x729.jpg 1536w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/SWE_Grafici.jpg 1610w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><strong>SWE Graphic<\/strong><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"557\" data-id=\"1107\" src=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Mappa_HS-1024x557.jpg\" alt=\"Map HS\" class=\"wp-image-1107\" srcset=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Mappa_HS-1024x557.jpg 1024w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Mappa_HS-300x163.jpg 300w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Mappa_HS-768x418.jpg 768w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Mappa_HS.jpg 1038w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><strong>Map HS<\/strong><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"457\" data-id=\"1109\" src=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Densita_manto_nevoso-1024x457.jpg\" alt=\"Snowpack density\" class=\"wp-image-1109\" srcset=\"https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Densita_manto_nevoso-1024x457.jpg 1024w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Densita_manto_nevoso-300x134.jpg 300w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Densita_manto_nevoso-768x343.jpg 768w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Densita_manto_nevoso-1536x685.jpg 1536w, https:\/\/www.alpsolut.eu\/wp-content\/uploads\/2022\/08\/Densita_manto_nevoso.jpg 1870w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><strong>Snowpack density<\/strong><\/figcaption><\/figure>\n<\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n<p>The image on the left shows the raster map of liquid water availability (SWE) for the Lombardy region; the &#8220;SWE Graphs&#8221; image is a graph showing the SWE trend; the image on the right shows a map indicating the snowpack depth in various areas of Lombardy. The image entitled &#8220;Snowpack density&#8221; shows a simulation of snowpack density. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Processing of raster maps of snow depth on the ground, which allow the assessment of water availability and the calculation of the snow water equivalent<\/p>\n","protected":false},"featured_media":0,"template":"","typology":[],"class_list":["post-2128","project","type-project","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/project\/2128","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\/2128\/revisions"}],"predecessor-version":[{"id":2195,"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/project\/2128\/revisions\/2195"}],"wp:attachment":[{"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/media?parent=2128"}],"wp:term":[{"taxonomy":"typology","embeddable":true,"href":"https:\/\/www.alpsolut.eu\/en\/wp-json\/wp\/v2\/typology?post=2128"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}