{"version":"1.0","provider_name":"HuMNet Lab","provider_url":"https:\/\/humnetlab.berkeley.edu","author_name":"humnet","author_url":"https:\/\/humnetlab.berkeley.edu\/index.php\/author\/humnet\/","title":"DeepAir - HuMNet Lab","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"HMEIDQsCGt\"><a href=\"https:\/\/humnetlab.berkeley.edu\/index.php\/projects\/deepair\/\">DeepAir<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/humnetlab.berkeley.edu\/index.php\/projects\/deepair\/embed\/#?secret=HMEIDQsCGt\" width=\"600\" height=\"338\" title=\"&#8220;DeepAir&#8221; &#8212; HuMNet Lab\" data-secret=\"HMEIDQsCGt\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/humnetlab.berkeley.edu\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","description":"Research Members: Yanyan Xu DeepAir &#8211; Deep Learning and Satellite Imagery to Estimate Air Quality Impact at Scale, uses deep learning algorithms to analyze satellite images combined with traffic information from cell phones and data already being collected by environmental sensors to improve air quality predictions. In past research, we have used cell phone data&hellip;","thumbnail_url":"http:\/\/coehumnet.wpengine.com\/wp-content\/uploads\/2020\/02\/deepair-framework-simple.png"}