Data Science & Spatial Analysis @UW

Do you have a project at UW addressing Data Science & Spatial Analysis and cities, urbanism or the Seattle metropolitan region? If so we want to feature your work. Email us at urbanuw@uw.edu with the following information:   project title, brief description, link, image and relevant tags

Center for Studies in Demography and Ecology (CSDE)'s website

Center for Studies in Demography and Ecology (CSDE)

The Center for Studies in Demography and Ecology (CSDE) supports population research and training at the University of Washington. It also functions as a regional center that gives population scientists at affiliated institutions in the Pacific Northwest access to cutting-edge demographic infrastructure and services. The core of CSDE consists of a large group of productive population scholars, with disciplinary homes...

Learn more on theCenter for Studies in Demography and Ecology (CSDE) website

UW Remote Sensing & Geospatial Analysis Laboratory's website

UW Remote Sensing & Geospatial Analysis Laboratory

RSGAL’s research goal is to understand multiscale and multidimensional dynamics of landscape change through the application of remote sensing, GIS and geospatial tools. The lab develops tools necessary to analyze hyper-resolution remotely sensed data by exploiting spatial, temporal and spectral capabilities of the data. RSGAL work focuses on the application of high spatial resolution remote sensing (LiDAR, imagery) to...

Learn more on theUW Remote Sensing & Geospatial Analysis Laboratory website

Northwest Census Research Data Center's website

Northwest Census Research Data Center

The Northwest Census Research Data Center (NWCRDC) is a partnership between the US Census Bureau and the University of Washington with additional support from the State of Washington’s Office of Financial Management. This facility, located in the University District in Seattle, Washington, enables researchers to access restricted-use datasets. There are four types of data available: demographic data, economic data,...

Learn more on theNorthwest Census Research Data Center website

Integrated Design Lab's website

Integrated Design Lab

The Integrated Design Lab carries out research to advance knowledge and policies that support the healthiest and highest performing buildings and cities. It measures and analyzes modeled and actual building performance data so as to influence the building industry’s understanding of how to radically improve the design and operation performance of buildings. Our performance research includes energy efficiency, daylighting,...

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Geographic Information Systems (Cert)'s website

Geographic Information Systems (Cert)

Explore how geographic information systems have enhanced the efficiency and analytical power of traditional cartography. Examine the range of information sources that can be combined to build a GIS database – including raw data, scanned maps, GPS positions and aerial photography. Learn how to use the system to support research and decision making in a variety of fields, such as...

Learn more on theGeographic Information Systems (Cert) website

Infrastructure Planning & Management - Floodplain Management (MIPM)'s website

Infrastructure Planning & Management - Floodplain Management (MIPM)

The Master of Infrastructure Planning & Management now offers a degree option in Floodplain Management, allowing students to earn their master’s with a focus on the study of coastal and riverine floodplain management. This 45-credit degree program lasts 24 months and launches with its first student cohort in summer 2016. Flooding is an extremely daunting and costly challenge facing society, with...

Learn more on theInfrastructure Planning & Management - Floodplain Management (MIPM) website

The Taskar Center for Accessible Technology's website

The Taskar Center for Accessible Technology

The Taskar Center for Accessible Technology (TCAT) at the University of Washington Department of Computer Science & Engineering focuses on developing and deploying technologies that will increase independence and improve quality of life for individuals with motor and speech impairments. We aim to enhance access to everyday technologies through the development of user-focused novel interfaces, the addition of sensors and...

Learn more on theThe Taskar Center for Accessible Technology website

Urban Form Lab's website

Urban Form Lab

The Urban Form Lab (UFL) is directed by Anne Vernez Moudon, Dr. es Sc., a leading researcher and educator in quantifying the properties of the built environment as related to health and transportation behaviors. UFL research aims to affect policy and to support approaches to the design and planning of more livable environments. The UFL specializes in geospatial analyses of...

Learn more on theUrban Form Lab website

The Cities Collaboratory's website

The Cities Collaboratory

The Cities Collaboratory is a transdisciplinary research and teaching laboratory for the study of multiple dimensions of cities and urban processes. Based at the University of Washington, the Cities Collab seeks to challenge the way that cities are understood and reimagined as they meet twenty-first century challenges. Cities have long served as sites and agents of economic expansion, social innovation,...

Learn more on theThe Cities Collaboratory website

Geospatial Technologies (MS)'s website

Geospatial Technologies (MS)

The Urban Studies Program offers a Master of Science in Geospatial Technologies degree. Admission is open during autumn quarter only and will be comprised of a 20 student cohort. The degree will provide advanced training in GIS, training students to use and apply geospatial hardware, software, and data in urban and environmental planning scenarios. It will also prepare students to become...

Learn more on theGeospatial Technologies (MS) website

Institute for Health Metrics and Evaluation's website

Institute for Health Metrics and Evaluation

The Institute for Health Metrics and Evaluation (IHME) is an independent global health research center at the University of Washington that provides rigorous and comparable measurement of the world’s most important health problems and evaluates the strategies used to address them. IHME makes this information freely available so that policymakers have the evidence they need to make informed decisions...

Learn more on theInstitute for Health Metrics and Evaluation website

Center for Statistics and the Social Sciences's website

Center for Statistics and the Social Sciences

The Center for Statistics and the Social Sciences started in 1999, with funding from the University Initiatives Fund. It was the first center in the nation devoted to this interface, with the triple mission of galvanizing collaborative research between social scientists and statisticians, developing a menu of new graduate courses for social science students, and putting together an innovative case-based undergraduate...

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Supply Chain Transportation and Logistics Center's website

Supply Chain Transportation and Logistics Center

The Supply Chain Transportation and Logistics Center (SCTL) is headed by Barb Ivanov and Anne Goodchild and investigates the logistics and infrastructures for local and global supply chains critical to the economics and well-being of urban systems world-wide. The SCTL Center is a world leader in supply chain, transportation and logistics research and education serving the powerful nexus of industry,...

Learn more on theSupply Chain Transportation and Logistics Center website

Technology & Social Change Group's website

Technology & Social Change Group

The Technology & Social Change Group (TASCHA) at the University of Washington Information School explores the design, use, and effects of information and communication technologies in communities facing social and economic challenges. With experience in 50 countries, TASCHA brings together a multidisciplinary network of social scientists, engineers, and development practitioners to conduct research, advance knowledge, create public resources, and improve policy...

Learn more on theTechnology & Social Change Group website

Relational Poverty Network's website

Relational Poverty Network

The Relational Poverty Network convenes a community of scholars, working within and beyond academia, to develop conceptual frameworks, research methodologies, and pedagogies for the study of relational poverty. Launched at a historical moment of dramatic income inequality and enforced austerity in the global North, the RPN thinks across geographical boundaries to foster a transnational and comparative approach to poverty research....

Learn more on theRelational Poverty Network website

UW Mesoscale Analysis and Forecasting Group's website

UW Mesoscale Analysis and Forecasting Group

Sponsored by the Northwest Modeling Consortium, we have run the MM5 and now WRF mesoscale models operationally at high resolution since 1995. Currently, the WRF is run at 36 km horizontal resolution over the eastern Pacific, 12 km over the Pacific Northwest, 4 km over Washington, Oregon, and Idaho, and 1.3 km over Washington, northern Oregon, and northern Idaho. The thrust of our work is...

Learn more on theUW Mesoscale Analysis and Forecasting Group website

Interdisciplinary Urban Design & Planning (PhD)'s website

Interdisciplinary Urban Design & Planning (PhD)

This program brings together faculty from disciplines ranging from Architecture to Sociology to focus on the interdisciplinary study of urban problems and interventions. Covering scales from neighborhoods to metropolitan areas, the program addresses interrelationships between the physical environment, the built environment, and the social, economic, and political institutions and processes that shape urban areas. The breadth of this program permits...

Learn more on theInterdisciplinary Urban Design & Planning (PhD) website

Design Machine Group's website

Design Machine Group

We are a collaborative research studio aimed at exploring, fostering and developing ideas that will shape the future of design and information technology.

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Computing for Development's website

Computing for Development

Research in information and communication technologies for development (ICTD) is a relatively new and important area in computing research. When deploying systems in highly resource-constrained environment (unsophisticated users, lack of reliable power, expensive or non-existent data connectivity, etc.) they must be designed to be much more robust than when designing for the developed world. This leads to a fuller exploration...

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eScience's website

eScience

Over the course of the last decade many disciplines have evolved from recording observations in laboratory notebooks to the use of instruments capable of digitally recording many gigabytes of data in a day. This abundance of data provides unprecedented opportunities for discovery. Tapping its potential requires the application of sophisticated new computational techniques operating on large scale storage, computational and...

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DataLab's website

DataLab

The DataLab is the nexus for research on Data Science and Analytics at the UW iSchool. We study large-scale, heterogeneous human data in an effort to understand why individuals, consumers, and societies behave the way they do. Our goal is to use data for the social good, in an ethical manner that can inform policy and impact lives for the...

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Center for Urban Waters's website

Center for Urban Waters

Research conducted by University of Washington Tacoma scientists at the Center for Urban Waters seeks to understand and quantify the sources, pathways and impacts of chemical pollutants in urban waterways.Highly sensitive analytical tools to measure contaminant levels are combined with sophisticated computer models to track pollutant sources and transport in the Puget Sound region. UW students work side-by-side with...

Learn more on theCenter for Urban Waters website

Center for Information Assurance and Cybersecurity (CIAC)'s website

Center for Information Assurance and Cybersecurity (CIAC)

​The mission of the Center for Information Assurance and Cybersecurity (CIAC) will be to provide a forum for the collaboration of professors, professionals, industries, and students. A mission of the center is to identify, address, and promote visions and solutions for issues of information assurance and cybersecurity. The center will produce and be a catalyst for research, invention, innovation,...

Learn more on theCenter for Information Assurance and Cybersecurity (CIAC) website

Washington State Transportation Center's website

Washington State Transportation Center

The Washington State Transportation Center (TRAC) is a cooperative, interdisciplinary transportation research agency. Its members, Washington State University (WSU), the University of Washington (UW), and the Washington State Department of Transportation (WSDOT), formed TRAC in 1983 to coordinate transportation research efforts—both state and commercial, public and private—and to develop research opportunities both nationally and locally. TRAC acts as a...

Learn more on theWashington State Transportation Center website

Washington Institute for the Study of Inequality and Race (WISIR)'s website

Washington Institute for the Study of Inequality and Race (WISIR)

The Washington Institute for the Study of Inequality and Race (WISIR) is an interdisciplinary research center dedicated to bringing the tools of critical theory and contemporary social science to the analysis of social, economic, and political inequality along lines of race, ethnicity, gender, sexuality, and class. The center seeks to enhance public understanding of these issues, as well as contribute...

Learn more on theWashington Institute for the Study of Inequality and Race (WISIR) website

Lake Union Lab's website

Lake Union Lab

Lake Union Laboratory (LULab) is a collaboratory research project created to explore the overlapping and interdependent social, environmental, economic and technological dynamics of the city, specifically the Lake Union area of Seattle, Washington. This project serves as a means to investigate how multi-disciplinary and transdisciplinary models of research can build on the foundations of explorations in the historical, the spatial,...

Learn more on theLake Union Lab website

Mixed Metro's website

Mixed Metro

Our intent is to create a classification system that will allow readers to easily comprehend (i.e., “see”) a broad range of neighborhoods on the basis of racial composition with an explicit eye towards the notion of diversity. The classification system emerged from detailed explorations of the impact of many configurations of census tract racial composition on a common...

Learn more on theMixed Metro website

Urban Ecology Research Lab's website

Urban Ecology Research Lab

As part of the University of Washington’s innovative leadership in urban ecology research and education, the UERL transcends traditional disciplinary boundaries to address some of society’s most challenging problems. Our research interests include: complexity and resilience in coupled natural and human systems, urban landscape patterns and ecosystem function, urban ecosystem management, modeling land cover change, adaptation and scenario...

Learn more on theUrban Ecology Research Lab website

Name Affiliations Areas of Interest
Marina Alberti
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Janet Baseman
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William B. Bayers
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Joshua Blumenstock
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Alan Borning
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Michael Brown
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Joe Casola
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Avanti Chande
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Sara Curran
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Suzanne Davies Withers
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Mark Ellis
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Sarah Elwood
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Karen Fisher
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Abie Flaxman
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Batya Friedman
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Ricardo Gomez
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Jess Hamilton
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Dave Hendry
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Lisa Hoffman
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Bill Howe
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Philip M Hurvitz
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Vikram Jandhyala
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Jin-Kyu Jung
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Matthew Kelley
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Larry Knopp
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Ed Lazowska
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Hedwig E. Lee
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Miles Logsdon
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Gregory Lund
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Tyler H. McCormick
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Scott Miles
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Greg Miller
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Katharyne Mitchell
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Ali Modarres
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Monika Moskal
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Pierpaolo Mudu
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Cynthia Pearson
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Radha Poovendran
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Andrew Prindle
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Lillian J. Ratliff
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Britta Ricker
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Mary Roderick
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Ariel Rokem
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Qing Shen
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Jeff Shulman
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David Stokes
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Steve Tanimoto
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Jim Thatcher
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LuAnne Thompson
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Anne Vernez-Moudon
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John Vidale
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Yinhai Wang
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Research Center Focus Mission
Actionable Intelligence for Social Policy
University of Pennsylvania
The principal aim of Actionable Intelligence for Social Policy (AISP) is to improve the quality of education, health and human service agencies’ policies and practices through the use of integrated data systems. Quality integrated data systems are designed to help executive leaders in municipal, county, and state government evaluate and establish effective programs for the people they serve.
Centre for Urban & Community Studies
University of Toronto
The Centre for Urban and Community Studies (CUCS) was established in 1964 to promote and disseminate multidisciplinary research and policy analysis on urban issues. The Centre's activities contributed to scholarship on questions relating to the social, economic and physical well-being of people who live and work in urban areas large and small, in Canada and around the world.
The Center on Urban Poverty and Community Development
Case Western Reserve University
The Center on Urban Poverty and Community Development (the Poverty Center) works to inform public policy and program planning through data and analysis to address urban poverty, its causes, and its impact on communities and their residents. Since our founding in 1988, our mission has broadened to understand and address poverty by delving into its human, social, and economic implications as experienced at the levels of the family and community.
Urban Theory Lab
Harvard University
In the early 1970s, Henri Lefebvre put forward the radical hypothesis of the complete urbanization of society. This required, in his view, a radical shift from the analysis of urban form to the investigation of urbanization processes. The Urban Theory Lab builds upon Lefebvre’s approach to investigate emergent sociospatial formations under early twenty-first century capitalism. Our research starts from the proposition that inherited frameworks of urban knowledge must be radically reinvented to illuminate emergent forms of twenty-first century urbanization. In contrast to the urban/suburban/rural distinction that has long underpinned the major traditions of urban research, data collection and cartographic practice, we argue that the urban today represents a worldwide condition in which all political-economic and socio-environmental relations are enmeshed, regardless of terrestrial location or morphological configuration. This emergent condition of planetary urbanization means, paradoxically, that even spaces that lie well beyond the traditional centers of agglomeration—from worldwide shipping lanes, transportation networks and communications infrastructures to resource extraction sites, alpine and coastal tourist enclaves, offshore financial centers, agro-industrial catchment zones, and erstwhile “natural” spaces such as the world’s oceans, deserts, jungles, mountain ranges, tundra and atmosphere—are becoming integral to a worldwide operational landscape for (capitalist) urbanization processes.
Harvard Center for Green Buildings and Cities
Harvard University
The Harvard Center for Green Buildings and Cities aims to transform the building industry through a commitment to design-centric strategy that directly links research outcomes to the development of new processes, systems, and products. By strongly emphasizing innovation and multidisciplinary collaboration, the Center will work to promote holistic change within the built environment, namely the creation and continued improvement of sustainable, high performance buildings and cities.
Asian Megacities Lab
Columbia University
Over the next 25 years, it is projected that China will account for 50% of the world’s new construction. The majority of this construction will occur in existing cities or newly formed urban areas. It is the mission of the Asia Megacities Lab to become actively engaged with this rapid urbanization and spatial production occurring in Asia, through both research and design.
Coastal Sustainability Studio
Lousiana State University
The LSU Coastal Sustainability Studio brings together academic disciplines that typically conduct research separately—such as designers, scientists, planners, and engineers—to intensively study and respond to critical issues of coastal settlement, restoration, flood protection, and economic development. Through its integrated design and systems thinking approach, programs, and projects, the CSS builds university capacity and transdisciplinary teams that work to develop strategies that address coastal problems.
Civic Data Design Lab
Massachusetts Institute of Technology
The Civic Data Design Lab works with data to understand it for public good. We seek to develop alternative practices which can make the work we do with data and images richer, smarter, more relevant, and more responsive to the needs and interests of citizens traditionally on the margins of policy development. In this practice we experiment with and develop data visualization and collection tools that allow us to highlight urban phenomena. Our methods borrow from the traditions of science and design by using spatial analytics to expose patterns and communicating those results, through design, to new audiences.
Center for Advanced Urbanism
Massachusetts Institute of Technology
The Center for Advanced Urbanism is committed to fostering a rigorous design culture for the large scale; by focusing our disciplinary conversations about architecture, urban planning, landscape architecture, and systems thinking, not about the problems of yesterday, but of tomorrow. We are motivated by the radical changes in our environment, and the role that design and research can play in addressing these. We embrace conversations with the world's top experts at MIT, to feed and foster our innovations. We take pride in the fact that participants in the center do not just talk about things; they create projects, build things, and actively change our society out in the real world; and then come together to learn from each other's experiences, publish, and debate about future directions. The Center for Advanced Urbanism has been established at the initiative of the Dean and department Chairs of the School of Architecture and Planning and reflects a renewed drive to excellence in urbanism.
P-REX
Massachusetts Institute of Technology
P-REX a research lab focused on environmental problems caused by urbanization, including the design, remediation, and reuse of waste landscapes worldwide. P-REX works to develop non-traditional design solutions to push the boundaries of conventional practice and incorporate resilient thinking into large-scale strategic planning & design.
Senseable City Lab
Massachusetts Institute of Technology
The real-time city is real! As layers of networks and digital information blanket urban space, new approaches to the study of the built environment are emerging. The way we describe and understand cities is being radically transformed—as are the tools we use to design them. The mission of the Senseable City Laboratory—a research initiative at the Massachusetts Institute of Technology—is to anticipate these changes and study them from a critical point of view. Not bound by the methodologies of a single field, the Lab is characterized by an omni-disciplinary approach: it speaks the language of designers, planners, engineers, physicists, biologists and social scientists. Senseable is as fluent with industry partners as it is with metropolitan governments, individual citizens and disadvantaged communities. Through design and science, the Lab develops and deploys tools to learn about cities—so that cities can learn about us.
The Urban Risk Lab
Massachusetts Institute of Technology
The Urban Risk Lab at MIT develops methods and technologies to embed risk reduction and preparedness into the design of cities and regions to increase the resilience of local communities. Operating at the intersection of ecology and infrastructure, rural and urban, research and action; the Urban Risk Lab is an interdisciplinary organization of researchers and designers. With a global network of partners, the Lab is a place to innovate on techniques, processes, and systems to address the complexities of seismic, climatic, and hydrologic risks. We engage in action research through extensive field work and community workshops to focus on the needs of diverse cultures and contexts. We aspire to change the course of current global development trends through a radical shift in education and action to proactively embed preparedness and risk reduction in this rapidly urbanizing world.
Penn Institute for Urban Research
University of Pennsylvania
The Penn Institute for Urban Research (Penn IUR) is a university-wide, interdisciplinary institute at the University of Pennsylvania dedicated to urban research, education, and civic engagement. Affiliated with all 12 schools of the University of Pennsylvania and with the world of practice, Penn IUR fosters collaboration among scholars and policymakers across disciplines to address the needs of an increasingly urbanized society. The Penn Institute for Urban Research (Penn IUR) is dedicated to advancing cross-disciplinary urban-focused research, instruction, and civic engagement on issues relevant to cities around the world. As the global population becomes increasingly urban, understanding cities is vital to informed decision-making and public policy at the local, national, and international levels. Penn IUR focuses on research that informs the sustainable and inclusive twenty-first-century city. By providing a forum for collaborative scholarship and instruction at Penn and beyond, Penn IUR stimulates research and engages with urban practitioners and policymakers to inform urban policy.
Urban Research Lab
University of Illinois
An ongoing Intelligent Cities project, URL: Urban Research Lab explores the implications of emerging technologies and distributed computing for urban infrastructure. While infrastructure supports many different human activities, the lab studies the potential of ubiquitous and context-aware computing, defined as “media of communication functionally bound to a location”---and, more specifically, of intelligent infrastructure---adaptive systems used to organize people and practices in real time and on the go. Unlike historical, fixed infrastructure, mobile communication and information networks enable a personal infrastructure that is becoming increasingly embedded within everyday interactions. This Internet of Things facilitates a connected culture that is simultaneously social as well as technical. URL develops the notion that both visible and invisible elements are critical to understanding today’s urban environment, because all aspects -- information, energy, transportation, housing, social practices -- are now inextricably linked and interconnected.
Urban Systems Lab
Imperial College London
Cities are central to economic growth and social activity with a growing share of the global population. Increasingly, the need of cities to improve performance in services and infrastructure is creating not only technical, social, and business challenges, but also opportunities as new niches are opened on the basis of new technology and a better understand of the value of data. Information about infrastructure performance, capability, user activity, and intent is increasingly becoming a key-driver to improving efficiency and growth of new services, leading to the development of the smart city. The Urban Systems Lab aims to bring to bear a seriousness & scale commensurate with the societal challenges and opportunities within the 21st Century city. USL will focus on the new, holistic and cross cutting inter-disciplinary field of “Urban Systems Engineering,” and will play its part in creating the next generation of urban system integrators.
Urban Worlds
Durham University
Urban Worlds is a research cluster that was formed in 2009 to reflect the department’s international standing in cutting-edge urban research. Its purpose is to provide a forum that brings together existing urban research within the department and to generate new lines of inquiry. The urban geographical research in the department aims to understand the emerging ways in which urban worlds are produced, governed, contested and transformed. We are interested in what is 'new' about contemporary urbanism, including the techniques through which cities are governed, the domains through which urban life is lived and reformulated, and the prospects of different forms of urban justice and democracy. A key question for us is how to conceptualise and research the changing relations between urbanism and space, whether through the making and maintaining of existing and new technosocial and ecological infrastructures, the production and contestation of shifting political economic architectures, the everyday life of neighbourhood and street politics, or the politics of urban encounters and informalities. We ask how we might understand urban spatialities as relational - and post-relational - and seek to excavate the different ways in which we might think of the world as becoming urban. How, for instance, does thinking the 'urban' and the 'world' change as the world becomes urbanised and the urban worldwide? We reject the epistemic and institutional separation of urbanism into global North and global South, and instead ask how a diversity of urban experiences and theoretical histories might pluralise the ways in which we understand and research urban worlds.
Centre for Urban Research and Innovations
University of York
The Centre for Urban Research seeks to be a critical observatory, tracking important changes and developments in urban and regional economies, societies and environments in order to identify and examine the issues likely to become key challenges in the near future. A program of frequent events provide forums for diverse communities, policy-makers and academic colleagues to exchange ideas and present developments cutting-edge urban research.
City Institute at York University (CITY)
York University
The City Institute at York University (CITY) brings together over 60 of the university’s urban scholars and scores of graduate students from fields as diverse as planning, geography, environmental studies, anthropology, sociology, political science, education, law, transportation and the humanities. This interdisciplinary institute facilitates critical and collaborative research, providing new knowledge and innovative approaches to comprehending and addressing the complexity of the urban arena.
Global Cities Research Institute
Royal Melbourne Institute of Technology University
The Global Cities Research Institute was inaugurated in 2006 to bring together key researchers at RMIT University, Australia, working on understanding the complexity of globalizing urban settings from provincial centres to mega-cities. Our research is highly collaborative, linking with institutions and people around the world in long-term partnerships, we are directly addressing the challenge through engaged research programs intended to have significant on-the-ground impact. The emphasis of our research is on questions of resilience, security, sustainability, and adaptation in the face of the processes of globalization and global climate change. We focus on a number of carefully-chosen cities and their hinterlands and engage in cutting-edge and applied research that has real-world consequences for communities, governments and organizations. Our overall aim is to develop interpretations and strategies for building sustainable cities in the world today, contributing to the quality of human life and the viability of ecologies in those places.
UChicago Urban Labs
University of Chicago
The University of Chicago's Urban Labs comprises 5 units: Crime Lab, Education Lab, Energy & Environment Lab, Health Lab, and Poverty Lab. Working in partnership with policy makers and practitioners worldwide, Urban Labs help evaluate and implement the most effective urban policies and solutions around the world, bringing improvements to people's lives in real time. Our deep partnerships with government and nonprofit agencies help us translate our research into direct policy action. We provide decision makers with persuasive empirical evidence and understanding to guide their actions and their use of public and private resources. Today, Urban Labs provide analytic support and strategic guidance to policy makers across the United States and India, carrying out large-scale experiments, shaping public policy, and improving the quality of life for urban residents on a broad scale. In the decade ahead, Urban Labs aspire to significantly improve public policy and human life worldwide.