{"id":247290,"date":"2026-06-12T07:21:04","date_gmt":"2026-06-12T11:21:04","guid":{"rendered":"https:\/\/today.uconn.edu\/?p=247290"},"modified":"2026-06-12T12:41:39","modified_gmt":"2026-06-12T16:41:39","slug":"scientists-can-now-measure-the-urban-pulse-from-space","status":"publish","type":"post","link":"https:\/\/today.uconn.edu\/2026\/06\/scientists-can-now-measure-the-urban-pulse-from-space\/","title":{"rendered":"Scientists Can Now Measure the \u201cUrban Pulse\u201d from Space"},"content":{"rendered":"<p>For over a century, doctors have used electrocardiograms (EKGs) to render the invisible electrical activity of the human heart visible, using the pulse to diagnose disease before it becomes fatal. Now, scientists have invented a way to do the exact same thing for the places where most of humanity lives: cities.<\/p>\n<p>In <a href=\"https:\/\/www.pnas.org\/doi\/10.1073\/pnas.2537770123\">a recent study<\/a> published in the Proceedings of the National Academy of Sciences (PNAS), researchers have introduced the concept of the \u201cUrban Pulse.\u201d By using dense, high-frequency satellite imagery, the team has successfully tracked the dynamic, real-time metabolic activity of urban environments, effectively measuring the heartbeat of a city.<\/p>\n<figure id=\"attachment_247291\" aria-describedby=\"caption-attachment-247291\" style=\"width: 350px\" class=\"wp-caption alignleft\"><img decoding=\"async\" class=\"wp-image-247291 img-responsive lazyload\" data-src=\"https:\/\/today.uconn.edu\/wp-content\/uploads\/2026\/06\/Urban-Pulse-805x1024.png\" alt=\"Urban pulse data visualization for Dubai\" width=\"350\" height=\"445\" data-srcset=\"https:\/\/today.uconn.edu\/wp-content\/uploads\/2026\/06\/Urban-Pulse-805x1024.png 805w, https:\/\/today.uconn.edu\/wp-content\/uploads\/2026\/06\/Urban-Pulse-236x300.png 236w, https:\/\/today.uconn.edu\/wp-content\/uploads\/2026\/06\/Urban-Pulse-768x978.png 768w, https:\/\/today.uconn.edu\/wp-content\/uploads\/2026\/06\/Urban-Pulse-1207x1536.png 1207w, https:\/\/today.uconn.edu\/wp-content\/uploads\/2026\/06\/Urban-Pulse-1609x2048.png 1609w, https:\/\/today.uconn.edu\/wp-content\/uploads\/2026\/06\/Urban-Pulse-330x420.png 330w, https:\/\/today.uconn.edu\/wp-content\/uploads\/2026\/06\/Urban-Pulse-522x665.png 522w, https:\/\/today.uconn.edu\/wp-content\/uploads\/2026\/06\/Urban-Pulse.png 1950w\" data-sizes=\"(max-width: 350px) 100vw, 350px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 350px; --smush-placeholder-aspect-ratio: 350\/445;\" \/><figcaption id=\"caption-attachment-247291\" class=\"wp-caption-text\">This figure visualizes Dubai\u2019s rapid expansion as a glowing \u201curban pulse.\u201d Mapping monthly construction data from the city&#8217;s top 65 most active locations, the ridge plot reveals how distinct neighborhoods grow through spiky, cyclical, and asynchronous bursts. Rather than a steady wave, urbanization unfolds as dynamic, localized heartbeats, exposing the complex rhythms driving a modern metropolis.<\/figcaption><\/figure>\n<p>Zhe Zhu, director of the <a href=\"https:\/\/gerslab.cahnr.uconn.edu\/\">Global Environmental Remote Sensing (GERS) Laboratory<\/a> and associate professor of <a href=\"https:\/\/nre.uconn.edu\">natural resources and the environment <\/a>in the College of Agriculture, Health and Natural Resources (<a href=\"http:\/\/cahnr.uconn.edu\/\">CAHNR<\/a>), was the first author, in close collaboration with senior author Karen C. Seto, the Frederick C. Hixon Professor of Geography and Urbanization Science at the Yale School of the Environment, alongside Michail Fragkias of Boise State University and a multi-institutional team of researchers.<\/p>\n<p>\u201cFor decades, we had just been capturing the outcome of urbanization \u2013 a house that\u2019s been built, or a road expansion,\u201d Zhu says. \u201cBut you don\u2019t really see the dynamics within an urban area.\u201d<\/p>\n<p>A city\u2019s pulse is determined by all construction activity within the city including new construction, repairs, infrastructure improvements, or expanding into green spaces.<\/p>\n<p>Urban pulse can provide policy makers with a new kind of diagnostic tool to tell them if and where their city is not doing well. This would allow them to be proactive rather than conducting a metaphorical autopsy after the decay of an area is evident.<\/p>\n<p>Historically, planners and scientists have relied on aggregated, infrequent data to study urbanization. The Urban Pulse framework changes this by analyzing decades of dense time-series data from the NASA Harmonized Landsat and Sentinel-2 (HLS) datasets to measure physical transformations like new construction, infrastructure improvements, and demolition at the neighborhood level based on a deep-learning and time-series-analysis approach called <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0034425724002256\">CAPES<\/a> developed by former UConn postdoctoral researcher <a href=\"https:\/\/www.uvic.ca\/socialsciences\/geography\/faculty-staff\/faculty-profiles\/ji-won-suh.php\">Ji Won Suh<\/a>. Suh is currently tenure-track assistant professor at the University of Victoria, Canada.<\/p>\n<p>By observing these high-frequency rhythms of development from space, this new framework bridges the gap between abstract urban theories and measurable, real-world data. Zhu\u2019s team looked over many cities and a variety of satellite inputs to develop the urban pulse framework. The paper highlights six cities: Seattle, Shenzhen, Lagos, Mumbai, Dubai, and Mexico City. Despite their vast geographic, economic, and political differences, all six cities shared three distinct &#8220;vital signs.&#8221;<\/p>\n<p>Urbanization is &#8220;spiky.&#8221; This means cities do not grow at a smooth, steady pace. Development happens in abrupt, intense, and episodic bursts of construction. Cities are also cyclical. Neighborhoods go through dramatic boom-and-rest cycles, transitioning through phases of expansion and dormancy that do not follow predictable annual seasons. Finally, they are asynchronous. A city does not beat in unison. Different neighborhoods pulse at completely different times, an uncoordinated rhythm that actually prevents the city\u2019s infrastructure and labor markets from overheating.<\/p>\n<p>Just as a human pulse reacts to stress or illness, the Urban Pulse can visualize a city&#8217;s reaction to global shocks. The team\u2019s data captured the exact moment the COVID-19 pandemic triggered a widespread, synchronized &#8220;cardiac arrest&#8221; in urban development worldwide. However, the pulse also revealed profound inequalities in how cities recovered. While places like Shenzhen showed synchronized dips followed by rapid, policy-driven rebounds, cities like Mumbai and Mexico City exhibited entirely different, more muted impacts.<\/p>\n<p>\u201cIt\u2019s like in human beings,\u201d Zhu notes. \u201cWhen you get a disease, it\u2019s not going to show up exactly the same in different people.\u201d<\/p>\n<p>The implications of the Urban Pulse extend far beyond academia. For global policymakers, urban planners, and environmentalists, it serves as an early warning system. By monitoring the rhythm, rate, and amplitude of neighborhood pulses, governments can identify early signs of urban decay or unsustainable sprawl and intervene before crises become entrenched.<\/p>\n<p>Furthermore, making this data publicly accessible could revolutionize how everyday people interact with their cities. Citizens considering a move, or entrepreneurs looking to open a business, could simply check a neighborhood&#8217;s pulse to gauge its economic vitality.<\/p>\n<p>\u201cThis is going to be a very impactful tool influencing not only top-down policy decisions from governments but also bottom-up decisions from everyday people navigating their cities,\u201d Zhu says.<\/p>\n<p>&nbsp;<\/p>\n<p><em>Zhu completed this work while on sabbatical at Yale University alongside his collaborator Karen Seto.<\/em><\/p>\n<p><em>This work relates to CAHNR\u2019s Strategic Vision area focused on\u00a0<\/em><a href=\"https:\/\/cahnr.uconn.edu\/strategic-vision\/sustainable-landscapes\/\"><em>Fostering Sustainable Landscapes at the Urban-Rural Interface<\/em><\/a><em>.<\/em><\/p>\n<p><em>Follow\u00a0<\/em><a href=\"https:\/\/linktr.ee\/uconncahnr_social\"><em>UConn CAHNR<\/em><\/a><em>\u00a0on social media<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A new framework developed by researchers at UConn and Yale uses high-frequency satellite data to track the vital signs of global cities in near real-time, fundamentally changing how we understand urbanization<\/p>\n","protected":false},"author":127,"featured_media":247292,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"wds_primary_category":0,"wds_primary_series":0,"wds_primary_attribution":0,"footnotes":""},"categories":[2224,2404,2460,2300,2648,2076,2707,2235,2225],"tags":[],"magazine-issues":[],"coauthors":[2140],"class_list":["post-247290","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cahnr","category-data-science","category-faculty","category-natural-resources-environment","category-blue-research","category-research","category-space","category-today-homepage","category-uconn-storrs"],"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"publishpress_future_action":{"enabled":false,"date":"2026-06-21 11:15:02","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/posts\/247290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/users\/127"}],"replies":[{"embeddable":true,"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/comments?post=247290"}],"version-history":[{"count":4,"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/posts\/247290\/revisions"}],"predecessor-version":[{"id":247472,"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/posts\/247290\/revisions\/247472"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/media\/247292"}],"wp:attachment":[{"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/media?parent=247290"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/categories?post=247290"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/tags?post=247290"},{"taxonomy":"magazine-issue","embeddable":true,"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/magazine-issues?post=247290"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/today.uconn.edu\/wp-rest\/wp\/v2\/coauthors?post=247290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}