{"id":6429,"date":"2024-03-22T11:12:09","date_gmt":"2024-03-22T10:12:09","guid":{"rendered":"https:\/\/geosas.fr\/web\/?page_id=6429"},"modified":"2024-03-22T14:43:58","modified_gmt":"2024-03-22T13:43:58","slug":"api-bosco","status":"publish","type":"page","link":"https:\/\/geosas.fr\/web\/?page_id=6429","title":{"rendered":"API BOSCO"},"content":{"rendered":"\n<p><span class=\"Y2IQFc\" lang=\"fr\">L&rsquo;API du projet  de recherche BOSCO diffuse des donn\u00e9es d&rsquo;humidit\u00e9 de surface des sols des parcelles cultiv\u00e9es de Bretagne de 2017 \u00e0 2022.  L\u2019algorithme de BOSCO s\u2019appuie principalement sur la constellation de satellites issue du programme Europ\u00e9en Copernicus. Il combine les donn\u00e9es Sentinel-1 (radar, sensible \u00e0 l\u2019humidit\u00e9) et Sentinel-2 (optique\/NDVI, \u00e9tat de la v\u00e9g\u00e9tation) au sein d\u2019un r\u00e9seau de neurones pour estimer la teneur en eau des sols sur une \u00e9paisseur de ~5 cm avec une pr\u00e9cision de ~5%.<\/span><\/p>\n\n\n\n<div class=\"wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js\" data-initially-open=\"false\" data-click-to-close=\"true\" data-auto-close=\"true\" data-scroll=\"false\" data-scroll-offset=\"0\"><h3 id=\"at-64290\" class=\"c-accordion__title js-accordion-controller\" role=\"button\">Derniers changements<\/h3><div id=\"ac-64290\" class=\"c-accordion__content\">\n<p><strong>12\/2023 : <\/strong>mise en ligne des donn\u00e9es<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js\" data-initially-open=\"false\" data-click-to-close=\"true\" data-auto-close=\"true\" data-scroll=\"false\" data-scroll-offset=\"0\"><h3 id=\"at-64291\" class=\"c-accordion__title js-accordion-controller\" role=\"button\">Technologies utilis\u00e9es<\/h3><div id=\"ac-64291\" class=\"c-accordion__content\">\n<p>Standard OGC SensorThings 1.1<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js\" data-initially-open=\"false\" data-click-to-close=\"true\" data-auto-close=\"true\" data-scroll=\"false\" data-scroll-offset=\"0\"><h3 id=\"at-64292\" class=\"c-accordion__title js-accordion-controller\" role=\"button\">URL du Service<\/h3><div id=\"ac-64292\" class=\"c-accordion__content\">\n<p>Service : <a href=\"https:\/\/frost.geosas.fr\/agri4cast\/v1.0\/\">https:\/\/frost.geosas.fr\/bosco\/v1.1\/<\/a><\/p>\n\n\n\n<p>Plus d&rsquo;information dans la m\u00e9tadonn\u00e9e du service : <a href=\"https:\/\/geosas.fr\/geonetwork\/srv\/fre\/catalog.search#\/metadata\/807a43e6-4e21-4681-90f9-67058dd6dda7\">https:\/\/geosas.fr\/geonetwork\/srv\/fre\/catalog.search#\/metadata\/807a43e6-4e21-4681-90f9-67058dd6dda7<\/a><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js\" data-initially-open=\"false\" data-click-to-close=\"true\" data-auto-close=\"true\" data-scroll=\"false\" data-scroll-offset=\"0\"><h3 id=\"at-64293\" class=\"c-accordion__title js-accordion-controller\" role=\"button\">Exemple de r\u00e9utilisation<\/h3><div id=\"ac-64293\" class=\"c-accordion__content\">\n<h4 class=\"wp-block-heading\">Requ\u00eates d\u00e9finies manuellement:<\/h4>\n\n\n\n<p>Quelles sont les humidit\u00e9s de surface estim\u00e9es entre le 1\/07\/2022 et le 31\/08\/2022 pour les parcelles du bassin versant de l&rsquo;Aulne ?<\/p>\n\n\n\n<a href=\"https:\/\/frost.geosas.fr\/bosco\/v1.1\/Datastreams?$filter=geo.intersects(Thing\/Locations\/location,geography%27POLYGON ((-3.306542346883707 48.12010680427483, -3.306542346883707 48.48722797229124, -4.137462844378464 48.48722797229124, -4.137462844378464 48.12010680427483, -3.306542346883707 48.12010680427483))%27)&amp;$select=name,description,unitOfMeasurement,Observations,phenomenonTime&amp;$expand=Observations($select=result,phenomenonTime;$filter=phenomenonTime%20ge%202022-07-01T00:00:00Z%20and%20phenomenonTime%20le%202022-08-31T23:59:00Z)\" target=\"_blank\" rel=\"noopener\">https:\/\/frost.geosas.fr\/bosco\/v1.1\/Datastreams?$filter=geo.intersects(Thing\/Locations\/location,geography%27POLYGON ((-3.306542346883707 48.12010680427483, -3.306542346883707 48.48722797229124, -4.137462844378464 48.48722797229124, -4.137462844378464 48.12010680427483, -3.306542346883707 48.12010680427483))%27)&amp;$select=name,description,unitOfMeasurement,Observations,phenomenonTime&amp;$expand=Observations($select=result,phenomenonTime;$filter=phenomenonTime%20ge%202022-07-01T00:00:00Z%20and%20phenomenonTime%20le%202022-08-31T23:59:00Z)<\/a>\n\n\n\n<div class=\"wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js\" data-initially-open=\"false\" data-click-to-close=\"true\" data-auto-close=\"true\" data-scroll=\"false\" data-scroll-offset=\"0\"><h4 id=\"at-64294\" class=\"c-accordion__title js-accordion-controller\" role=\"button\">&#8211; Python<\/h4><div id=\"ac-64294\" class=\"c-accordion__content\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p>Script de t\u00e9l\u00e9chargement des time series par intersection spatiale et filtre temporel <\/p>\n\n\n\n<iframe style=\"padding-left: 0; padding-right: 0; min-width: 100%; height: 100pc;\" src=\"https:\/\/geosas.fr\/notebook\/bosco_DL_STA.html\"><\/iframe>\n\n\n\n<p><\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js\" data-initially-open=\"false\" data-click-to-close=\"true\" data-auto-close=\"true\" data-scroll=\"false\" data-scroll-offset=\"0\"><h4 id=\"at-64295\" class=\"c-accordion__title js-accordion-controller\" role=\"button\">&#8211; R<\/h4><div id=\"ac-64295\" class=\"c-accordion__content\">\n&#8230;\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js\" data-initially-open=\"false\" data-click-to-close=\"true\" data-auto-close=\"true\" data-scroll=\"false\" data-scroll-offset=\"0\"><h3 id=\"at-64296\" class=\"c-accordion__title js-accordion-controller\" role=\"button\">Documentation<\/h3><div id=\"ac-64296\" class=\"c-accordion__content\">\n<iframe style=\"padding-left: 0; padding-right: 0; min-width: 100%; height: 100pc;\" src=\"https:\/\/fraunhoferiosb.github.io\/FROST-Server\/sensorthingsapi\/3_GettingData.html\"><\/iframe>\n\n\n\n<p><\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>L&rsquo;API du projet de recherche BOSCO diffuse des donn\u00e9es d&rsquo;humidit\u00e9 de surface des sols des parcelles cultiv\u00e9es de Bretagne de 2017 \u00e0 2022. L\u2019algorithme de &hellip; <\/p>\n","protected":false},"author":1,"featured_media":6444,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-6429","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>API BOSCO - G\u00e9oSAS<\/title>\n<meta name=\"description\" content=\"L&#039;API du projet de recherche BOSCO diffuse des donn\u00e9es d&#039;humidit\u00e9 de surface des sols des parcelles cultiv\u00e9es de Bretagne de 2017 \u00e0 2022. L\u2019algorithme de BOSCO s\u2019appuie principalement sur la constellation de satellites issue du programme Europ\u00e9en Copernicus. Il combine les donn\u00e9es Sentinel-1 (radar, sensible \u00e0 l\u2019humidit\u00e9) et Sentinel-2 (optique\/NDVI, \u00e9tat de la v\u00e9g\u00e9tation) au sein d\u2019un r\u00e9seau de neurones pour estimer la teneur en eau des sols sur une \u00e9paisseur de ~5 cm ave\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geosas.fr\/web\/?page_id=6429\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"API BOSCO - G\u00e9oSAS\" \/>\n<meta property=\"og:description\" content=\"L&#039;API du projet de recherche BOSCO diffuse des donn\u00e9es d&#039;humidit\u00e9 de surface des sols des parcelles cultiv\u00e9es de Bretagne de 2017 \u00e0 2022. L\u2019algorithme de BOSCO s\u2019appuie principalement sur la constellation de satellites issue du programme Europ\u00e9en Copernicus. Il combine les donn\u00e9es Sentinel-1 (radar, sensible \u00e0 l\u2019humidit\u00e9) et Sentinel-2 (optique\/NDVI, \u00e9tat de la v\u00e9g\u00e9tation) au sein d\u2019un r\u00e9seau de neurones pour estimer la teneur en eau des sols sur une \u00e9paisseur de ~5 cm ave\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geosas.fr\/web\/?page_id=6429\" \/>\n<meta property=\"og:site_name\" content=\"G\u00e9oSAS\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-22T13:43:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geosas.fr\/web\/wp-content\/uploads\/2024\/03\/poratil_bosco_petit.png\" \/>\n\t<meta property=\"og:image:width\" content=\"772\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/geosas.fr\/web\/?page_id=6429\",\"url\":\"https:\/\/geosas.fr\/web\/?page_id=6429\",\"name\":\"API BOSCO - G\u00e9oSAS\",\"isPartOf\":{\"@id\":\"https:\/\/geosas.fr\/web\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/geosas.fr\/web\/?page_id=6429#primaryimage\"},\"image\":{\"@id\":\"https:\/\/geosas.fr\/web\/?page_id=6429#primaryimage\"},\"thumbnailUrl\":\"https:\/\/geosas.fr\/web\/wp-content\/uploads\/2024\/03\/poratil_bosco_petit.png\",\"datePublished\":\"2024-03-22T10:12:09+00:00\",\"dateModified\":\"2024-03-22T13:43:58+00:00\",\"description\":\"L'API du projet de recherche BOSCO diffuse des donn\u00e9es d'humidit\u00e9 de surface des sols des parcelles cultiv\u00e9es de Bretagne de 2017 \u00e0 2022. 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