{"id":11140,"date":"2023-02-06T18:17:45","date_gmt":"2023-02-06T17:17:45","guid":{"rendered":"https:\/\/pre.dnota.com\/smart-cities-zbe\/heat-maps\/"},"modified":"2023-03-06T15:52:48","modified_gmt":"2023-03-06T14:52:48","slug":"heatmaps","status":"publish","type":"page","link":"https:\/\/pre.dnota.com\/en\/smart-cities-zez\/heatmaps\/","title":{"rendered":"Heatmaps"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#e2e2e2;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_2 1_2 fusion-flex-column grid-product-page\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-1\"><p>Air quality in a city depends mainly on atmospheric dynamics, urban geometry, land use and traffic patterns. This makes knowing the concentrations of pollutants in the different points of the urban fabric very complex. Consequently, urban air quality maps require advanced fluid dynamics modeling (CFD) techniques that require a very high computational cost, not making it feasible to use them for mapping the air over the entire extent of cities.<\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-0{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-0 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-0{width:50% !important;order : 0;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-0{width:100% !important;order : 0;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_2 1_2 fusion-flex-column grid-product-page\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\" awb-imageframe-style awb-imageframe-style-below awb-imageframe-style-1\"><style>.awb-imageframe-style.awb-imageframe-style-1 .awb-imageframe-caption-container .awb-imageframe-caption-text{margin-top:0.5em;}<\/style><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"871\" height=\"436\" title=\"calle-mapa-de-calor\" src=\"https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor.jpg\" alt class=\"img-responsive wp-image-10909\" srcset=\"https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-200x100.jpg 200w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-400x200.jpg 400w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-600x300.jpg 600w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-800x400.jpg 800w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor.jpg 871w\" sizes=\"(max-width: 640px) 100vw, 600px\" \/><\/span><div class=\"awb-imageframe-caption-container\"><div class=\"awb-imageframe-caption\"><div class=\"awb-imageframe-caption-title\">NO2 dispersion simulation in Rome<\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-1{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-1 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-1{width:50% !important;order : 0;}.fusion-builder-column-1 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-1{width:100% !important;order : 0;}.fusion-builder-column-1 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_2 1_2 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\" awb-imageframe-style awb-imageframe-style-below awb-imageframe-style-2\"><style>.awb-imageframe-style.awb-imageframe-style-2 .awb-imageframe-caption-container .awb-imageframe-caption-text{margin-top:0.5em;}<\/style><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><img decoding=\"async\" width=\"868\" height=\"651\" title=\"calle-mapa-de-calor-2\" src=\"https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-2.jpg\" alt class=\"img-responsive wp-image-10910\" srcset=\"https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-2-200x150.jpg 200w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-2-400x300.jpg 400w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-2-600x450.jpg 600w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-2-800x600.jpg 800w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-2.jpg 868w\" sizes=\"(max-width: 640px) 100vw, 600px\" \/><\/span><div class=\"awb-imageframe-caption-container\"><div class=\"awb-imageframe-caption\"><div class=\"awb-imageframe-caption-title\">IA simulation: NO2 concentrations map. South of Rome, around Via Tuscolana.<\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-2{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-2 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-2{width:50% !important;order : 0;}.fusion-builder-column-2 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-2{width:100% !important;order : 0;}.fusion-builder-column-2 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_2 1_2 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-2\"><p>Bettair Cities has developed a new product to generate highly accurate pollution maps (heat maps for different pollutants) using the latest scientific advances. The maps are able to simulate wind flow in cities thanks to artificial intelligence models that emulate fluid dynamics. These new dispersion models of different pollutants are so accurate that they are able to predict the difference in air quality between the two sides of a street, and also at different heights.<\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-3{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-3 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-3{width:50% !important;order : 0;}.fusion-builder-column-3 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-3{width:100% !important;order : 0;}.fusion-builder-column-3 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_2 1_2 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-3\"><p>To calculate the results, data from several different sources are aggregated, e.g. satellite data, traffic, land use, meteorology and air quality data from both traditional monitoring stations and Bettair sensors. Allowing to have a global and precise vision of the state of the city&#8217;s air.<\/p>\n<p>Recently, Bettair Cities has received one of the most prestigious awards for excellence and innovation given annually by Hyperion Research for achieving accurate maps by applying Artificial Intelligence techniques but with a computational cost 8000 times lower than traditional CFD techniques.<\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-4{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-4 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-4{width:50% !important;order : 0;}.fusion-builder-column-4 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-4{width:100% !important;order : 0;}.fusion-builder-column-4 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_2 1_2 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\" awb-imageframe-style awb-imageframe-style-below awb-imageframe-style-3\"><style>.awb-imageframe-style.awb-imageframe-style-3 .awb-imageframe-caption-container .awb-imageframe-caption-text{margin-top:0.5em;}<\/style><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none\"><img decoding=\"async\" width=\"868\" height=\"651\" title=\"calle-mapa-de-calor-3\" src=\"https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-3.jpg\" alt class=\"img-responsive wp-image-10911\" srcset=\"https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-3-200x150.jpg 200w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-3-400x300.jpg 400w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-3-600x450.jpg 600w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-3-800x600.jpg 800w, https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-3.jpg 868w\" sizes=\"(max-width: 640px) 100vw, 600px\" \/><\/span><div class=\"awb-imageframe-caption-container\"><div class=\"awb-imageframe-caption\"><div class=\"awb-imageframe-caption-title\">IA simulation: NO2 concentrations map. Street in El Prat de Llobregat.<\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-5{width:50% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-5 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 3.84%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 3.84%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-5{width:50% !important;order : 0;}.fusion-builder-column-5 > .fusion-column-wrapper {margin-right : 3.84%;margin-left : 3.84%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-5{width:100% !important;order : 0;}.fusion-builder-column-5 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-1{ padding-top : 0px;margin-top : 0px;padding-right : 0px;padding-bottom : 0px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":10911,"parent":11121,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Heat mapping - IoT Sensors - Bettair Cities<\/title>\n<meta name=\"description\" content=\"Bettair Cities has developed a new product to generate highly accurate pollution maps (heat maps for different pollutants).\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Heat mapping - IoT Sensors - Bettair Cities\" \/>\n<meta property=\"og:description\" content=\"Bettair Cities has developed a new product to generate highly accurate pollution maps (heat maps for different pollutants).\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pre.dnota.com\/en\/smart-cities-zez\/heatmaps\/\" \/>\n<meta property=\"og:site_name\" content=\"dnota\" \/>\n<meta property=\"article:modified_time\" content=\"2023-03-06T14:52:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pre.dnota.com\/wp-content\/uploads\/2023\/02\/calle-mapa-de-calor-3.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"868\" \/>\n\t<meta property=\"og:image:height\" content=\"651\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/pre.dnota.com\/en\/smart-cities-zez\/heatmaps\/\",\"url\":\"https:\/\/pre.dnota.com\/en\/smart-cities-zez\/heatmaps\/\",\"name\":\"Heat mapping - IoT Sensors - Bettair Cities\",\"isPartOf\":{\"@id\":\"https:\/\/pre.dnota.com\/en\/#website\"},\"datePublished\":\"2023-02-06T17:17:45+00:00\",\"dateModified\":\"2023-03-06T14:52:48+00:00\",\"description\":\"Bettair Cities has developed a new product to generate highly accurate pollution maps (heat maps for different pollutants).\",\"breadcrumb\":{\"@id\":\"https:\/\/pre.dnota.com\/en\/smart-cities-zez\/heatmaps\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/pre.dnota.com\/en\/smart-cities-zez\/heatmaps\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/pre.dnota.com\/en\/smart-cities-zez\/heatmaps\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Inicio\",\"item\":\"https:\/\/pre.dnota.com\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Smart Cities &#8211; 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