{"id":749,"date":"2022-04-29T20:21:00","date_gmt":"2022-04-29T20:21:00","guid":{"rendered":"http:\/\/javierladino.com\/fr\/?post_type=rara-portfolio&#038;p=749"},"modified":"2022-05-22T04:45:34","modified_gmt":"2022-05-22T04:45:34","slug":"aves-de-bogota-colombia","status":"publish","type":"rara-portfolio","link":"https:\/\/javierladino.com\/fr\/portfolio\/aves-de-bogota-colombia\/","title":{"rendered":"\ud83e\udd89Les oiseaux de Bogot\u00e1 \ud83d\udc26"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Ce projet fait partie du&nbsp;<strong>Laboratoire virtuel pour la visualisation des donn\u00e9es : Art fonctionnel<\/strong>&nbsp;cr\u00e9\u00e9 par&nbsp;<a href=\"https:\/\/idartes.gov.co\/es\/noticias\/laboratorio-virtual-visualizacion-datos-artefuncional\">Idartes et sa ligne strat\u00e9gique Art, science et technologie<\/a>&nbsp;et dirig\u00e9 par&nbsp;<a href=\"https:\/\/observablehq.com\/@nestorandrespe\">N\u00e9stor Andr\u00e9s Pe\u00f1a<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Un d\u00e9veloppement d&rsquo;exp\u00e9rimentations qui commence par le prototypage rapide de visualisations et l&rsquo;utilisation d&rsquo;outils de langage web :&nbsp;<strong>javascripts, d3js<\/strong>, ainsi que des plateformes en ligne telles que :&nbsp;<strong>Github, ObservableHQ<\/strong>, pour la publication, la diffusion et l&rsquo;apprentissage de la visualisation de donn\u00e9es ainsi que sa port\u00e9e communicative et ses propositions dans le domaine de l&rsquo;art.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Au final, le projet d\u00e9velopp\u00e9 approfondit les possibilit\u00e9s offertes par les filtres de&nbsp;<strong>r\u00e9alit\u00e9 augment\u00e9e<\/strong>&nbsp;articul\u00e9s avec la visualisation de donn\u00e9es par&nbsp;<a href=\"https:\/\/amcard.myportfolio.com\/\">Ana Mar\u00eda C\u00e1rdenas<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-amber-color\"><strong>D\u00e9veloppement<\/strong><\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Selon le&nbsp;<a href=\"https:\/\/ipt.biodiversidad.co\/sib\/\">R\u00e9seau national de donn\u00e9es ouvertes sur la biodiversit\u00e9 (SiB)<\/a>&nbsp;et l&rsquo;Association ornithologique colombienne, il est possible \u00e0 ce jour de savoir exactement que&nbsp;<strong>la Colombie compte 1954 esp\u00e8ces d&rsquo;oiseaux<\/strong>, soit environ 20 % de la diversit\u00e9 aviaire de la plan\u00e8te. Cela signifie que l&rsquo;int\u00e9r\u00eat pour l&rsquo;observation des oiseaux en Colombie conna\u00eet une croissance significative en tant qu&rsquo;activit\u00e9 de loisir et scientifique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Actuellement, \u00e0 Bogota, nous avons plus de&nbsp;<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\"><strong>250 esp\u00e8ces d&rsquo;oiseaux, dont quatre sont end\u00e9miques<\/strong>,<\/mark> que l&rsquo;on peut observer sur les&nbsp;<strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-purple-color\">76 000 hectares du syst\u00e8me de zones prot\u00e9g\u00e9es du district<\/mark><\/strong>&nbsp;: zones humides, collines, parcs \u00e9cologiques et parcs urbains.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-light-green-cyan-color\"><strong>Source de la base de donn\u00e9es : Corridor \u00e9cologique &#8211; Syst\u00e8me de zones prot\u00e9g\u00e9es<\/strong><\/mark><\/strong> <a rel=\"noreferrer noopener\" href=\"https:\/\/datosabiertos.bogota.gov.co\/dataset\/corredor-ecologico-de-ronda\" target=\"_blank\">[datosabiertos.bogota.gov.co]<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"928\" height=\"928\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_areas.png\" alt=\"\" class=\"wp-image-875\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_areas.png 928w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_areas-300x300.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_areas-150x150.png 150w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_areas-768x768.png 768w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_areas-60x60.png 60w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_areas-800x800.png 800w\" sizes=\"auto, (max-width: 928px) 100vw, 928px\" \/><\/figure>\n\n\n\n<pre class=\"wp-block-preformatted\">\ud83d\udc46 DataViz - Observation de 250 esp\u00e8ces d'oiseaux de Bogot\u00e1 sur la carte des corridors \u00e9cologiques et du syst\u00e8me de zones prot\u00e9g\u00e9es de la capitale.<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Aujourd&rsquo;hui, il existe plusieurs plateformes web de sciences citoyennes ou participatives qui permettent aux gens d&rsquo;enregistrer des observations d&rsquo;oiseaux. Pour cet exercice, nous nous sommes appuy\u00e9s sur les donn\u00e9es de&nbsp;<a href=\"https:\/\/colombia.inaturalist.org\/\">iNaturalist<\/a>, une initiative de l&rsquo;Acad\u00e9mie des sciences de Californie et de la National Geographic Society, dont la Colombie est un membre actif.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nous avons examin\u00e9 la g\u00e9olocalisation de&nbsp;<strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">12834 enregistrements d&rsquo;oiseaux<\/mark><\/strong>&nbsp;effectu\u00e9s au cours des 10 derni\u00e8res ann\u00e9es, qui montrent la concentration par zones \u00e0 Bogot\u00e1.\ud83d\udc47<\/p>\n\n\n\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 is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"895\" height=\"929\" data-id=\"895\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/map_amarillo_aves_01.png\" alt=\"\" class=\"wp-image-895\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/map_amarillo_aves_01.png 895w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/map_amarillo_aves_01-289x300.png 289w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/map_amarillo_aves_01-768x797.png 768w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/map_amarillo_aves_01-58x60.png 58w\" sizes=\"auto, (max-width: 895px) 100vw, 895px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"928\" height=\"928\" data-id=\"876\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_.png\" alt=\"\" class=\"wp-image-876\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_.png 928w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_-300x300.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_-150x150.png 150w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_-768x768.png 768w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_-60x60.png 60w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_-800x800.png 800w\" sizes=\"auto, (max-width: 928px) 100vw, 928px\" \/><\/figure>\n<\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Sur l&rsquo;ensemble de la base de donn\u00e9es,&nbsp;<strong>222 enregistrements<\/strong>&nbsp;permettent de visualiser la position g\u00e9ographique des&nbsp;<strong>13 esp\u00e8ces les plus menac\u00e9es<\/strong>&nbsp;dans leurs diff\u00e9rents habitats.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le&nbsp;<strong>comptage des oiseaux<\/strong>&nbsp;est l&rsquo;une des m\u00e9thodes de suivi des esp\u00e8ces, de la gestion des espaces naturels et des processus d&rsquo;expansion urbaine. Ils peuvent \u00e9galement g\u00e9n\u00e9rer des informations pr\u00e9cieuses sur les effets du changement&nbsp;<em>climatique et de l&rsquo;urbanisation sur la biodiversit\u00e9<\/em>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-amber-color\">Les oiseaux \u00e0 voir absolument<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c0 Bogot\u00e1, nous pouvons identifier certains oiseaux catalogu\u00e9s comme&nbsp;<strong>\u00ab\u00a0\u00e0 voir absolument\u00a0\u00bb<\/strong>&nbsp;pour les experts et les amateurs, y compris des&nbsp;<strong>esp\u00e8ces end\u00e9miques et quasi end\u00e9miques<\/strong>. Ce potentiel constitue un point d&rsquo;ancrage pour&nbsp;<strong>l&rsquo;avis tourisme<\/strong>, une activit\u00e9 qui attire un grand nombre de touristes \u00e9trangers et d&rsquo;ornithologues pr\u00eats \u00e0 payer pour voir les oiseaux ou m\u00eame pour les \u00e9couter.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"928\" height=\"928\" data-id=\"881\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_endemicas-1.png\" alt=\"\" class=\"wp-image-881\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_endemicas-1.png 928w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_endemicas-1-300x300.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_endemicas-1-150x150.png 150w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_endemicas-1-768x768.png 768w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_endemicas-1-60x60.png 60w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/canvas_endemicas-1-800x800.png 800w\" sizes=\"auto, (max-width: 928px) 100vw, 928px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"630\" height=\"493\" data-id=\"880\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/dataviz_jhon_01-1.png\" alt=\"\" class=\"wp-image-880\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/dataviz_jhon_01-1.png 630w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/dataviz_jhon_01-1-300x235.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/dataviz_jhon_01-1-77x60.png 77w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-amber-color\">L&rsquo;art fonctionnel<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Sur la base de quelques exemples de visualisation de donn\u00e9es dans la plateforme&nbsp;<strong>Observable<\/strong>, nous avons transform\u00e9 certaines images r\u00e9f\u00e9renc\u00e9es dans les donn\u00e9es.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En utilisant le filtre&nbsp;<strong>\u00ab\u00a0Generative Art\u00a0\u00bb<\/strong>, nous avons obtenu plusieurs visualisations qui seront utilis\u00e9es dans le prochain module de r\u00e9alit\u00e9 augment\u00e9e.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"340\" height=\"341\" data-id=\"884\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av2.png\" alt=\"\" class=\"wp-image-884\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av2.png 340w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av2-300x300.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av2-150x150.png 150w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av2-60x60.png 60w\" sizes=\"auto, (max-width: 340px) 100vw, 340px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"340\" height=\"341\" data-id=\"885\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av3.png\" alt=\"\" class=\"wp-image-885\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av3.png 340w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av3-300x300.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av3-150x150.png 150w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av3-60x60.png 60w\" sizes=\"auto, (max-width: 340px) 100vw, 340px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"344\" height=\"238\" data-id=\"883\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av4.png\" alt=\"\" class=\"wp-image-883\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av4.png 344w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av4-300x208.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av4-87x60.png 87w\" sizes=\"auto, (max-width: 344px) 100vw, 344px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"341\" height=\"340\" data-id=\"886\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av5.png\" alt=\"\" class=\"wp-image-886\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av5.png 341w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av5-300x300.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av5-150x150.png 150w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av5-60x60.png 60w\" sizes=\"auto, (max-width: 341px) 100vw, 341px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"341\" height=\"342\" data-id=\"887\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av1.png\" alt=\"\" class=\"wp-image-887\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av1.png 341w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av1-300x300.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av1-150x150.png 150w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av1-60x60.png 60w\" sizes=\"auto, (max-width: 341px) 100vw, 341px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"338\" height=\"262\" data-id=\"882\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av6.png\" alt=\"\" class=\"wp-image-882\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av6.png 338w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av6-300x233.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/av6-77x60.png 77w\" sizes=\"auto, (max-width: 338px) 100vw, 338px\" \/><\/figure>\n<\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">A partir de la visualisation de la base de donn\u00e9es, nous avons pris comme exemple l&rsquo;un des 4 oiseaux end\u00e9miques&nbsp;<strong>\u00ab\u00a0Tingua Bogotana\u00a0\u00bb<\/strong>&nbsp;qui est actuellement menac\u00e9 et nous avons construit une pi\u00e8ce graphique avec toutes les informations pertinentes.<\/p>\n\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"598\" height=\"1024\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/tingua_bog_01-598x1024.jpg\" alt=\"\" class=\"wp-image-888\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/tingua_bog_01-598x1024.jpg 598w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/tingua_bog_01-175x300.jpg 175w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/tingua_bog_01-35x60.jpg 35w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/tingua_bog_01.jpg 600w\" sizes=\"auto, (max-width: 598px) 100vw, 598px\" \/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-amber-color\">R\u00e9alit\u00e9 augment\u00e9e<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Comme exercice compl\u00e9mentaire \u00e0 la visualisation des donn\u00e9es, un&nbsp;<strong>filtre de r\u00e9alit\u00e9 augment\u00e9e<\/strong>&nbsp;est en cours de d\u00e9veloppement (en cours) avec le logiciel&nbsp;<strong>Lens Studio<\/strong>&nbsp;de l&rsquo;application SnapChat.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ce filtre visualise l&rsquo;une des&nbsp;<strong>13 esp\u00e8ces menac\u00e9es de Bogota<\/strong>&nbsp;sur le visage de l&rsquo;utilisateur. Il est bas\u00e9 sur une situation de danger o\u00f9 l&rsquo;oiseau sur le visage de l&rsquo;utilisateur reste sous les feux de la rampe. Avec le nom d&rsquo;utilisateur et le texte qui suit, une question est pos\u00e9e qui vise non seulement \u00e0 sensibiliser, mais aussi \u00e0 transmettre le sentiment de menace ressenti par les oiseaux de Bogot\u00e1. L&rsquo;utilisateur peut ensuite partager son interaction sur le r\u00e9seau social.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"619\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/lens_01-1024x619.png\" alt=\"\" class=\"wp-image-890\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/lens_01-1024x619.png 1024w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/lens_01-300x181.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/lens_01-768x464.png 768w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/lens_01-99x60.png 99w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/lens_01.png 1277w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"320\" height=\"320\" src=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/snapcode.png\" alt=\"\" class=\"wp-image-891\" srcset=\"https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/snapcode.png 320w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/snapcode-300x300.png 300w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/snapcode-150x150.png 150w, https:\/\/javierladino.com\/fr\/wp-content\/uploads\/2022\/05\/snapcode-60x60.png 60w\" sizes=\"auto, (max-width: 320px) 100vw, 320px\" \/><\/figure><\/div>\n\n\n\n<video width=\"248\" height=\"464\" controls=\"\">\n\n&nbsp; <source src=\"http:\/\/amanigraphic.co\/wp-content\/uploads\/2020\/11\/video_snapchat_01.mp4\" type=\"video\/mp4\">\n\nYour browser does not support the video tag.\n\n<\/video>\n\n\n\n<p class=\"wp-block-paragraph\"><em><strong>Notebook sur la plate-forme Observablehq:<\/strong><\/em><br><a href=\"https:\/\/observablehq.com\/@javierladino\/aves-amenazadas-bogota\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/observablehq.com\/@javierladino\/les-oiseaux-de-bogota<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ce projet fait partie du&nbsp;Laboratoire virtuel pour la visualisation des donn\u00e9es : Art fonctionnel&nbsp;cr\u00e9\u00e9 par&nbsp;Idartes et sa ligne strat\u00e9gique Art, science et technologie&nbsp;et dirig\u00e9 par&nbsp;N\u00e9stor Andr\u00e9s Pe\u00f1a. Un d\u00e9veloppement d&rsquo;exp\u00e9rimentations qui commence par le prototypage rapide de visualisations et l&rsquo;utilisation d&rsquo;outils de langage web :&nbsp;javascripts, d3js, ainsi que des plateformes en ligne telles que :&nbsp;Github, &hellip; <\/p>\n","protected":false},"author":1,"featured_media":752,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0},"rara_portfolio_categories":[27],"class_list":["post-749","rara-portfolio","type-rara-portfolio","status-publish","has-post-thumbnail","hentry","rara_portfolio_categories-dataviz"],"_links":{"self":[{"href":"https:\/\/javierladino.com\/fr\/wp-json\/wp\/v2\/rara-portfolio\/749","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/javierladino.com\/fr\/wp-json\/wp\/v2\/rara-portfolio"}],"about":[{"href":"https:\/\/javierladino.com\/fr\/wp-json\/wp\/v2\/types\/rara-portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/javierladino.com\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/javierladino.com\/fr\/wp-json\/wp\/v2\/comments?post=749"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/javierladino.com\/fr\/wp-json\/wp\/v2\/media\/752"}],"wp:attachment":[{"href":"https:\/\/javierladino.com\/fr\/wp-json\/wp\/v2\/media?parent=749"}],"wp:term":[{"taxonomy":"rara_portfolio_categories","embeddable":true,"href":"https:\/\/javierladino.com\/fr\/wp-json\/wp\/v2\/rara_portfolio_categories?post=749"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}