

{"id":15874,"date":"2026-10-09T06:34:00","date_gmt":"2026-10-09T06:34:00","guid":{"rendered":"https:\/\/www.in-magazines.com\/magazine\/?p=15874"},"modified":"2026-10-08T12:22:41","modified_gmt":"2026-10-08T12:22:41","slug":"nice-a-une-tres-bonne-cyclabilite","status":"publish","type":"post","link":"https:\/\/www.in-magazines.com\/magazine\/sommaire\/inmagazine-46\/nice-a-une-tres-bonne-cyclabilite\/","title":{"rendered":"Nice a une tr\u00e8s bonne \u00ab\u00a0CYCLABILIT\u00c9\u00a0\u00bb"},"content":{"rendered":"\n<p>\u00c0 l\u2019occasion de la semaine de la mobilit\u00e9 qui avait lieu du 16 au 22 septembre, l\u2019\u00e9cole d\u2019ing\u00e9nieurs ENTPE et de son laboratoire \u00c9nergie et Mobilit\u00e9 (EMob-Lab) d\u00e9voilent le premier classement de la cyclabilit\u00e9 au sein des villes fran\u00e7aises. En d\u00e9veloppant une nouvelle m\u00e9thode fond\u00e9e sur le machine learning, Tristan Lemoalle, doctorant \u00e0 l\u2019ENTPE, a r\u00e9ussi \u00e0 cr\u00e9er une cartographie compl\u00e8te et reproductible de la s\u00e9curit\u00e9 et du confort des infrastructures cyclables en milieu urbain en France, autrement dit de leur \u00ab cyclabilit\u00e9 \u00bb.<\/p>\n\n\n\n<p>Et les r\u00e9sultats r\u00e9servent quelques surprises. Avec une note moyenne de 3,89\/5, N\u00eemes arrive en t\u00eate du classement, devant Reims (3,77\/5) et Paris (3,66\/5). Le top 5 est compl\u00e9t\u00e9 par les villes de Toulon (3,61\/5) et de Nice (3,55\/5). \u00c0 l\u2019autre extr\u00e9mit\u00e9 du classement, Clermont-Ferrand obtient 3,05\/5, Toulouse 2,96\/5 et Limoges ferme la marche avec une note moyenne de 2,85\/5.<\/p>\n\n\n\n<p>\u00ab L\u2019id\u00e9e n\u2019est pas de pointer du doigt certaines villes, mais de leur permettre de mieux comprendre le ressenti des usagers et de disposer d\u2019indications pr\u00e9cises pour am\u00e9nager des infrastructures cyclables plus p\u00e9rennes et plus inclusives \u00bb, souligne Tristan Lemoalle. Sa m\u00e9thode repose sur le croisement de donn\u00e9es ouvertes, notamment issues de l\u2019IGN et d\u2019OpenStreetMap, de techniques d\u2019apprentissage supervis\u00e9 et de donn\u00e9es qualitatives recueillies \u00e0 travers des enqu\u00eates de terrain et des sondages. \u00c0 partir de ces informations, il a d\u00e9velopp\u00e9 un programme capable d\u2019attribuer \u00e0 chaque tron\u00e7on cyclable une note sur 5.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Aider les collectivit\u00e9s \u00e0 am\u00e9liorer leurs infrastructures <\/h2>\n\n\n\n<p>\u00ab Cette nouvelle m\u00e9thode se distingue par sa pr\u00e9cision. Elle permet d\u2019\u00e9valuer la cyclabilit\u00e9 \u00e0 l\u2019\u00e9chelle de chaque rue, et non simplement d\u2019une ville ou d\u2019une agglom\u00e9ration. Elle apporte ainsi un \u00e9clairage diff\u00e9rent, mais compl\u00e9mentaire, au Barom\u00e8tre des villes cyclables, qui mesure la satisfaction des usagers du v\u00e9lo au niveau des villes\u00a0\u00bb, d\u00e9taille le doctorant de l\u2019ENTPE.<\/p>\n\n\n<a href=\"#\" class=\"_3d-flip-book  fb3d-link-lightbox-mode\" data-id=\"15739\" data-mode=\"link-lightbox\" data-title=\"false\" data-template=\"short-white-book-view\" data-lightbox=\"dark\" data-urlparam=\"fb3d-page\" data-page-n=\"0\" data-pdf=\"\" data-tax=\"null\" data-thumbnail=\"\" data-cols=\"3\" data-query=\"\"><img decoding=\"async\" src=\"http:\/\/www.in-magazines.com\/magazine\/wp-content\/uploads\/2021\/05\/btn.jpg\"><\/a>\n","protected":false},"excerpt":{"rendered":"<p>&Agrave; l&rsquo;occasion de la semaine de la mobilit&eacute; qui avait lieu du 16 au 22 septembre, l&rsquo;&eacute;cole d&rsquo;ing&eacute;nieurs ENTPE et de son laboratoire &Eacute;nergie et Mobilit&eacute; (EMob-Lab) d&eacute;voilent le premier classement de la cyclabilit&eacute; au sein des villes fran&ccedil;aises. En d&eacute;veloppant une nouvelle m&eacute;thode fond&eacute;e sur le machine learning, Tristan Lemoalle, doctorant &agrave; l&rsquo;ENTPE, a&hellip; <a class=\"more-link\" href=\"https:\/\/www.in-magazines.com\/magazine\/sommaire\/inmagazine-46\/nice-a-une-tres-bonne-cyclabilite\/\">Poursuivre la lecture <span class=\"screen-reader-text\">Nice a une tr\u00e8s bonne \u00ab\u00a0CYCLABILIT\u00c9\u00a0\u00bb<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":16010,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2961,1697],"tags":[3003,3004],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Nice a une tr\u00e8s bonne &quot;CYCLABILIT\u00c9&quot; - In Magazines<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Nice a une tr\u00e8s bonne &quot;CYCLABILIT\u00c9&quot; - In Magazines\" \/>\n<meta property=\"og:description\" content=\"&Agrave; l&rsquo;occasion de la semaine de la mobilit&eacute; qui avait lieu du 16 au 22 septembre, l&rsquo;&eacute;cole d&rsquo;ing&eacute;nieurs ENTPE et de son laboratoire &Eacute;nergie et Mobilit&eacute; (EMob-Lab) d&eacute;voilent le premier classement de la cyclabilit&eacute; au sein des villes fran&ccedil;aises. En d&eacute;veloppant une nouvelle m&eacute;thode fond&eacute;e sur le machine learning, Tristan Lemoalle, doctorant &agrave; l&rsquo;ENTPE, a&hellip; Poursuivre la lecture Nice a une tr\u00e8s bonne \u00ab\u00a0CYCLABILIT\u00c9\u00a0\u00bb\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/\" \/>\n<meta property=\"og:site_name\" content=\"In Magazines\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-09T06:34:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-08T12:22:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.in-magazines.com\/magazine\/wp-content\/uploads\/2026\/10\/Nice-a-une-tres-bonne.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"600\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture est.\">\n\t<meta name=\"twitter:data1\" content=\"2 minutes\">\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/#website\",\"url\":\"https:\/\/www.in-magazines.com\/magazine\/\",\"name\":\"In Magazines\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":\"https:\/\/www.in-magazines.com\/magazine\/?s={search_term_string}\",\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/#primaryimage\",\"inLanguage\":\"fr-FR\",\"url\":\"https:\/\/www.in-magazines.com\/magazine\/wp-content\/uploads\/2026\/10\/Nice-a-une-tres-bonne.jpg\",\"contentUrl\":\"https:\/\/www.in-magazines.com\/magazine\/wp-content\/uploads\/2026\/10\/Nice-a-une-tres-bonne.jpg\",\"width\":600,\"height\":600,\"caption\":\"Nice a une tr\\u00e8s bonne\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/#webpage\",\"url\":\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/\",\"name\":\"Nice a une tr\\u00e8s bonne \\\"CYCLABILIT\\u00c9\\\" - In Magazines\",\"isPartOf\":{\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/#primaryimage\"},\"datePublished\":\"2026-10-09T06:34:00+00:00\",\"dateModified\":\"2026-10-08T12:22:41+00:00\",\"author\":{\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/#\/schema\/person\/c27e7dabb9a1ef380814bdd5636d07e3\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"item\":{\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/categories\/villes-intercommunalites-vie-des-municipalites\/nice-a-une-tres-bonne-cyclabilite\/#webpage\"}}]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/#\/schema\/person\/c27e7dabb9a1ef380814bdd5636d07e3\",\"name\":\"backinmag\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/www.in-magazines.com\/magazine\/#personlogo\",\"inLanguage\":\"fr-FR\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/13a234bb19dc4fd04793d73c3472fbdb?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/13a234bb19dc4fd04793d73c3472fbdb?s=96&d=mm&r=g\",\"caption\":\"backinmag\"},\"sameAs\":[\"http:\/\/www.in-magazines.com\/magazin\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","_links":{"self":[{"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/posts\/15874"}],"collection":[{"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/comments?post=15874"}],"version-history":[{"count":4,"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/posts\/15874\/revisions"}],"predecessor-version":[{"id":16011,"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/posts\/15874\/revisions\/16011"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/media\/16010"}],"wp:attachment":[{"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/media?parent=15874"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/categories?post=15874"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.in-magazines.com\/magazine\/wp-json\/wp\/v2\/tags?post=15874"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}