{"id":100,"date":"2020-02-06T16:03:20","date_gmt":"2020-02-06T16:03:20","guid":{"rendered":"http:\/\/coehumnet.wpengine.com\/?page_id=100"},"modified":"2024-05-28T05:25:19","modified_gmt":"2024-05-28T05:25:19","slug":"projects","status":"publish","type":"page","link":"https:\/\/humnetlab.berkeley.edu\/index.php\/projects\/","title":{"rendered":"Projects"},"content":{"rendered":"\n
\n
\n
\n
\n

Highlighted Projects<\/h2>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

COVID-19 and Mobility<\/h3>\n

Framework to Measure Vehicle Miles Traveled by Mode and Purpose<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

HAYSTAC<\/h3>\n

HAYSTAC (Hidden Activity Signal and Trajectory Anomaly Characterization)<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n \n
\n \n
<\/div>\n
\n
\n

AutonomIA<\/h3>\n

AutonomIA (Autonomous Intelligent Assistant)<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

Wildfires <\/h3>\n

Wildfire Risk and Modeling<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

NICE<\/h3>\n

Networked Infrastructures under Compound Extremes<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

Urban Traffic<\/h3>\n

Towards a science of traffic networks: A unifying approach<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

Street Context<\/h3>\n

Street context of various demographic groups in their daily mobility<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

DeepAir<\/h3>\n

Deep Learning and Satellite Imagery to Estimate Air Quality Impact at Scale<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

Bikes Planning<\/h3>\n

Planning the growth of bicycle infrastructures via percolation theory<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

Planning EVs<\/h3>\n

Planning for EV needs by coupling charging profiles with urban mobility<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n
\n \n
<\/div>\n
\n
\n

Facility Planning<\/h3>\n

Deconstructing laws of accessibility and facility distribution in cities<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n \n <\/div>\n <\/div>\n<\/div>\n\n
\n
\n
\n
\n

Selected List of Completed Projects<\/h2>\n <\/div>\n
\n \n
<\/div>\n
\n
\n

Sierra Leone<\/h3>\n

Coupling natural hazard with road network to assess vulnerability and risk<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n\n \n\n
\n \n
<\/div>\n
\n
\n

Clearer Sky in Beijing<\/h3>\n

Unraveling environmental justice in ambient PM2.5 exposure in Beijing<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n
\n \n
<\/div>\n
\n
\n

Congestion during Olympics<\/h3>\n

Collective benefits in traffic during mega events via the use ICT<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n
\n \n
<\/div>\n
\n
\n

Routing Behavior<\/h3>\n

Understanding Route Choice Behavior with Location-Based Services Data<\/h5>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n \n <\/div>\n <\/div>\n<\/div>\n\n
\n
\n
\n
\n

Our Sponsors<\/h2>\n <\/div>\n\n \n <\/div>\n <\/div>\n<\/div>\n\n\n\n
\n
\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n\n\n\n

\n

\"\"<\/p>\n<\/div>\n\n\n\n

<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Highlighted Projects COVID-19 and Mobility Framework to Measure Vehicle Miles Traveled by Mode and Purpose HAYSTAC HAYSTAC (Hidden Activity Signal and Trajectory Anomaly Characterization) AutonomIA AutonomIA (Autonomous Intelligent Assistant) Wildfires Wildfire Risk and Modeling NICE Networked Infrastructures under Compound Extremes Urban Traffic Towards a science of traffic networks: A unifying approach Street Context Street context…<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-100","page","type-page","status-publish","hentry"],"yoast_head":"\nProjects - HuMNet Lab<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Projects - HuMNet Lab\" \/>\n<meta property=\"og:description\" content=\"Highlighted Projects COVID-19 and Mobility Framework to Measure Vehicle Miles Traveled by Mode and Purpose HAYSTAC HAYSTAC (Hidden Activity Signal and Trajectory Anomaly Characterization) AutonomIA AutonomIA (Autonomous Intelligent Assistant) Wildfires Wildfire Risk and Modeling NICE Networked Infrastructures under Compound Extremes Urban Traffic Towards a science of traffic networks: A unifying approach Street Context Street context…\" \/>\n<meta property=\"og:url\" content=\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/\" \/>\n<meta property=\"og:site_name\" content=\"HuMNet Lab\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-28T05:25:19+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/coehumnet.wpengine.com\/wp-content\/uploads\/2020\/02\/doe-logo-01.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\":\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/\",\"url\":\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/\",\"name\":\"Projects - HuMNet Lab\",\"isPartOf\":{\"@id\":\"http:\/\/humnetlab.berkeley.edu\/#website\"},\"primaryImageOfPage\":{\"@id\":\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#primaryimage\"},\"image\":{\"@id\":\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/coehumnet.wpengine.com\/wp-content\/uploads\/2020\/02\/doe-logo-01.png\",\"datePublished\":\"2020-02-06T16:03:20+00:00\",\"dateModified\":\"2024-05-28T05:25:19+00:00\",\"breadcrumb\":{\"@id\":\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#primaryimage\",\"url\":\"http:\/\/coehumnet.wpengine.com\/wp-content\/uploads\/2020\/02\/doe-logo-01.png\",\"contentUrl\":\"http:\/\/coehumnet.wpengine.com\/wp-content\/uploads\/2020\/02\/doe-logo-01.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"http:\/\/humnetlab.berkeley.edu\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Projects\"}]},{\"@type\":\"WebSite\",\"@id\":\"http:\/\/humnetlab.berkeley.edu\/#website\",\"url\":\"http:\/\/humnetlab.berkeley.edu\/\",\"name\":\"HuMNet Lab\",\"description\":\"University of California, Berkeley\",\"publisher\":{\"@id\":\"http:\/\/humnetlab.berkeley.edu\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"http:\/\/humnetlab.berkeley.edu\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"http:\/\/humnetlab.berkeley.edu\/#organization\",\"name\":\"HuMNet Lab\",\"url\":\"http:\/\/humnetlab.berkeley.edu\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"http:\/\/humnetlab.berkeley.edu\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/humnetlab.berkeley.edu\/wp-content\/uploads\/2020\/02\/humnet-logo-orange-1.png\",\"contentUrl\":\"https:\/\/humnetlab.berkeley.edu\/wp-content\/uploads\/2020\/02\/humnet-logo-orange-1.png\",\"width\":240,\"height\":57,\"caption\":\"HuMNet Lab\"},\"image\":{\"@id\":\"http:\/\/humnetlab.berkeley.edu\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Projects - HuMNet Lab","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/","og_locale":"en_US","og_type":"article","og_title":"Projects - HuMNet Lab","og_description":"Highlighted Projects COVID-19 and Mobility Framework to Measure Vehicle Miles Traveled by Mode and Purpose HAYSTAC HAYSTAC (Hidden Activity Signal and Trajectory Anomaly Characterization) AutonomIA AutonomIA (Autonomous Intelligent Assistant) Wildfires Wildfire Risk and Modeling NICE Networked Infrastructures under Compound Extremes Urban Traffic Towards a science of traffic networks: A unifying approach Street Context Street context…","og_url":"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/","og_site_name":"HuMNet Lab","article_modified_time":"2024-05-28T05:25:19+00:00","og_image":[{"url":"http:\/\/coehumnet.wpengine.com\/wp-content\/uploads\/2020\/02\/doe-logo-01.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/","url":"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/","name":"Projects - HuMNet Lab","isPartOf":{"@id":"http:\/\/humnetlab.berkeley.edu\/#website"},"primaryImageOfPage":{"@id":"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#primaryimage"},"image":{"@id":"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#primaryimage"},"thumbnailUrl":"http:\/\/coehumnet.wpengine.com\/wp-content\/uploads\/2020\/02\/doe-logo-01.png","datePublished":"2020-02-06T16:03:20+00:00","dateModified":"2024-05-28T05:25:19+00:00","breadcrumb":{"@id":"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#primaryimage","url":"http:\/\/coehumnet.wpengine.com\/wp-content\/uploads\/2020\/02\/doe-logo-01.png","contentUrl":"http:\/\/coehumnet.wpengine.com\/wp-content\/uploads\/2020\/02\/doe-logo-01.png"},{"@type":"BreadcrumbList","@id":"http:\/\/humnetlab.berkeley.edu\/index.php\/projects\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"http:\/\/humnetlab.berkeley.edu\/"},{"@type":"ListItem","position":2,"name":"Projects"}]},{"@type":"WebSite","@id":"http:\/\/humnetlab.berkeley.edu\/#website","url":"http:\/\/humnetlab.berkeley.edu\/","name":"HuMNet Lab","description":"University of California, Berkeley","publisher":{"@id":"http:\/\/humnetlab.berkeley.edu\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/humnetlab.berkeley.edu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"http:\/\/humnetlab.berkeley.edu\/#organization","name":"HuMNet Lab","url":"http:\/\/humnetlab.berkeley.edu\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"http:\/\/humnetlab.berkeley.edu\/#\/schema\/logo\/image\/","url":"https:\/\/humnetlab.berkeley.edu\/wp-content\/uploads\/2020\/02\/humnet-logo-orange-1.png","contentUrl":"https:\/\/humnetlab.berkeley.edu\/wp-content\/uploads\/2020\/02\/humnet-logo-orange-1.png","width":240,"height":57,"caption":"HuMNet Lab"},"image":{"@id":"http:\/\/humnetlab.berkeley.edu\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/humnetlab.berkeley.edu\/index.php\/wp-json\/wp\/v2\/pages\/100","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/humnetlab.berkeley.edu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/humnetlab.berkeley.edu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/humnetlab.berkeley.edu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/humnetlab.berkeley.edu\/index.php\/wp-json\/wp\/v2\/comments?post=100"}],"version-history":[{"count":0,"href":"https:\/\/humnetlab.berkeley.edu\/index.php\/wp-json\/wp\/v2\/pages\/100\/revisions"}],"wp:attachment":[{"href":"https:\/\/humnetlab.berkeley.edu\/index.php\/wp-json\/wp\/v2\/media?parent=100"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}