Spatial Data Science Hangout Series: November 2019

T next seminar in the Center for Spatial Studies’ Spatial Data Hangouts series will be on Tuesday, 11/19 from 11:30 a.m.12:30 p.m. at 3512 Phelps Hall. All grad students are invited to attend.

Continuing the theme of finding academic employment, where we discuss why and how to apply for a professorship, we will continue last month’s discussion of the academic hiring process and talk about interviews on-site and per teleconference. We will also do at least one test run to give you a chance to practice. Hence, if you would like to volunteer and be interviewed in front of the other students, please let Jano or Karen know.

We will be providing a light lunch after the discussion. Please contact Karen Doehner if you plan to attend.


Spatial Tech Lunch: Dan Baciu

On Tuesday, November 12, from 12:00–1:00 pm please join us for the next Spatial Technology Lunch in the Center for Spatial Studies (Phelps Hall 3512). This semi-regular series, hosted by spatial@ucsb, aims to promote discussion and interaction within the university’s spatial technology community. Please RSVP here by Friday, November 8. Sandwiches and drinks will be provided.

The Geography of Cultures: New Methods for Decoding, Analysis, and Synthesis

Dan Baciu


Abstract: It is tempting to believe that ideas and culture are free to spread and therefore free of geography. However, the phenomenon of “culture shock” most dramatically questions and limits the validity of such hypothesis: When chasing your dreams and horizons, you may end up in a different culture on a different continent, and, under those circumstances, you may loose your sense of self. Geography and culture are inseparable because geography is an important medium for cultural life.

Although people carry their cultural values with them, they may reach a place where those values no longer apply. So to say, their cultural currency is no longer accepted—but this anecdotal evidence should really only raise interest in new research directions with global implications. At UCSB, Benjamin Cohen has shown that money has surprising geographies with massive political consequences on a global stage. Dan C. Baciu, supported by the Interpretation Lab, continues along this path but goes further in studying the geography of cultures. In an age of information and knowledge, as Alvin and Heidi Toffler contemplated, cultures are the new currencies. Companies are no longer valued for their transaction volume alone, but also for their ability to amass information about people and their cultures. Yet, how are these personal, local, and global scales of culture interconnected? And how do mass and social media shift geographical distributions and reshape entire systems of value?

Studying these questions, Dan Baciu envisioned and probed new methods of extracting geographical information from public media. Instead of relying on gazetteers, his team uses natural language processing and publicly contributed knowledge bases. This makes it possible to create many interconnected layers of geography, history, and cultural circles, allowing for the application of a richer stock of analysis and synthesis methods. In turn, these new possibilities for empirical assessment allow for the testing of new theory about the relationships between individuals, cultural cannons, and shared global geography.

Imagine collecting hundreds of thousands of books, news, social media, and TV for everything called “Chicago school,” “Humanities,” and “Science.” What would these data reveal? Dr. Baciu and his collaborators used supercomputing to decode natural language, and they went on to enrich these data with geographical and historical information. Furthermore, they combined historical evaluations with data analysis, dimensionality reductions, and classification. Finally, to make sense of their results, they developed interfaces to interactively visualize distributions and stratification. Their GeoD and 7D toolkit is expected to be released to the public in a forthcoming research article.

The newly discovered geographical distributions of culture are surprising: There are maps of science, humanities, universities networks, postmodernism, national parks, oceanography, study abroad, and many more. And these geographies are not as you expect them. If you think that the U.S. Dollar is limited to the U.S., and that national parks are where they are, you will be surprised. The new methods allow us to refine our understanding of how culture grows in geographical space.

The new methods of analysis and synthesis were driven by theory and questions that preoccupied Dr. Baciu already during his Ph.D.; and the new findings confirm his earlier postulates. For him, the newly discovered geographical distributions are no longer surprising. Although new to humanities scholars, the theoretical foundations of his work are not new to everyone. Equivalent mathematics are a textbook-case of evolutionary dynamics already.

“United we stand” inspires not only collaborative spirit, but also a new research direction in the study of urban culture and diversity. “United” in this context means learning to listen to everyone. Dan C. Baciu has shaped this research direction most recently as Postdoc in English at UC Santa Barbara.

Spatial Data Science Hangout Series: Fall 2019

Spatial Data Science Hangouts Poster

After a successful first run in the last academic year, the Center for Spatial Studies will again be hosting the Spatial Data Hangouts, with the first one on Thursday, 10/17 from 11:30 a.m.12:30 p.m. at 3512 Phelps Hall. All grad students are invited to attend.

With the season for academic jobs starting, the next few spatial data science hangouts will be used to to discuss why and how to apply for a professorship, eg., how to write your cover letters, what makes a good recommendation letter, how to structure your CV, how to score during the on-site interviews and your talk, how to negotiate, and so on.

We will focus on jobs in spatial data science, GIScience, remote sensing, spatial cognition, and so on, but most of what we will discuss applies to academic employment in general. We will do all this in a hands-on, interactive style.

We will be providing a light lunch after the discussion. Please contact Karen Doehner if you plan to attend.


Specialist Meetings

Our annual specialist meetings bring experts from academia and industry together to discuss a specific topic in depth. The proceedings of each event, including presentations and position papers, are made available online and stored in the Spatial Archives.

Leadership workshop on Location Analytics in Business
Location Analytics is the subset of Business Analytics that is concerned with gaining insights by analyzing the spatial component of business data. Leading retail, real estate, finance, manufacturing, and logistics firms, among others, implement location strategies to gain competitive advantage. Furthermore, a new generation of business researchers and educators is beginning to recognize location analytics as a distinctive professional specialty. The role of academics in this field can be to simplify location analysis, propose innovative new theories and methodologies, and educate business and technology leaders.
The Center for Spatial Studies, along with ESRI will hold a 4-day “leadership workshop on Location Analytics in Business” to be held on December 10–14, 2017, at the Upham Hotel in downtown Santa Barbara. Read more.

Spatial Discovery II—2017

In 2015, the UCSB Library and the Center for Spatial Studies received a private grant to study and address the challenges that libraries and researchers face in making research data discoverable via spatial metadata on diverse platforms and in a variety of environments. The goal of this project is an expanded awareness and adoption of spatial discovery and analysis in research and teaching, supported by novel library services.
Partnering in this project with the Center for Spatial Studies, the UCSB Library convened a second expert meeting, “Spatial Discovery II,” which was held at the Upham Hotel and the UCSB campus on May 11 and 12, 2017 in Santa Barbara.
Read more.

Universals and Variation in Spatial Referencing across Cultures and Languages—2016
Specialist Meeting on Universals and Variation in Spatial Referencing across Cultures and Languages. The meeting was sponsored by the Center for Spatial Studies at the University of California, Santa Barbara and held on December 7–9, 2016, at the Upham Hotel in Santa Barbara, CA. Read more…
Spatial Discovery—2015

Participants contributed expertise in Library Science, as well as knowledge pertaining to spatial information and relevant research on data-seeking behavior. Five keynote addresses as well as several plenary and break-out discussions explored the challenges, best practices, and potential strategies associated with the cross-platform discovery of spatial data in the context of modern libraries.
Read more.

Keynote PresentationsPositions PapersFinal Report

Spatial Search—2014

Intense and focused discussions contributed toward the development of an interdisciplinary research agenda to advance spatial search for information from computational, geospatial, and cognitive perspectives. Read more.

Call for PapersPositions PapersFinal Report

Advancing the Spatially Enabled Smart Campus—2013
spatial logo

geog logo
December 11–12, 2013

“Advancing the Spatially Enabled Smart Campus”

This two-day meeting engaged academic and industry representatives with interest in conceiving, designing, and building a smart campus in a discussion of the Smart Campus.

Call for papersPositions PapersFinal report

Spatial Thinking Across the College Curriculum—2012
statcc logo
December 10–11, 2012

“Spatial Thinking Across the College Curriculum”

This two-day specialist meeting discussed the challenges of spatial thinking in different disciplines, cognitive analyses of spatial thinking processes, and current best practices in educating spatial thinking.

Call for papersPositions PapersFinal Report

Future Directions in Spatial Demography—2011
Specialist Meeting on Future Directions in Spatial Demography

December 12–13, 2011

“Future Directions in Spatial Demography”

A two-day workshop for the presentation, discussion, and summarization of current challenges and opportunities for spatial demography

Call for papersPositions PapersFinal Report

Spatio-Temporal Constraints on Social Networks—2010
20081215 meeting

December 13–14, 2010

“Spatio-Temporal Constraints on Social Networks”

A two-day workshop for the presentation, discussion, and summarization of current issues and opportunities on the topic of Spatio-Temporal Constraints on Social Networks was convened at the Upham Hotel in Santa Barbara. The primary presentations were as follows:

The social networking perspective (Kathleen Carley)

The geospatial perspective (Mike Goodchild)

The computational perspective (James Caverlee)

The visualization perspective (Shih-Lung Shaw)

The social perspective (Matt Zook)

December 15–16, 2008

“Spatial Thinking in Science and Design”

Discussions of the potential of integrating design more fully into GIS, and over the development of curriculum in spatial thinking were the objectives of the two-day specialist meeting.
The central questions posed were:

“To what extent are the fundamental spatial concepts that lie behind GIS relevant in design?”
“To what extent can the fundamental spatial concepts of design be addressed with GIS?”
“Is it possible to devise a curriculum designed to develop spatial thinking in both GIS and design?”

The meeting was attended by 38 GIS and design specialists from the U.S. and Europe, and included a number of context-setting presentations and ample time for discussion in small groups. The group adjourned, agreeing to hold a follow-up discussion in January 2010, in Redlands, CA.

View the agenda

View the presentations

20th Anniversary of NCGIA—2008
20th Anniversary of NCGIA

December 10–12, 2008

20th Anniversary of NCGIA

UCSB Symposium

Marking the beginning of National Science Foundation funding for the National Center for Geographic Information and Analysis (NCGIA) at its three sites, the University of California, Santa Barbara, the University at Buffalo, and the University of Maine, December 1, 2008 represented the twentieth anniversary of NCGIA. In honor of this occasion, a symposium was held at which retrospective and prospective analyses of the work of NCGIA were reviewed.

View the agenda

View the presentations

View NCGIA memorabilia

Volunteered Geographic Information—2007
December 13–14, 2007

Volunteered Geographic Information

Accommodations and Travel


We have arranged for a block of rooms at discounted rates at the Upham Hotel, and we will pay for three nights in a standard single room. However, if you would like an upgraded room or would like to extend your stay for an early arrival or late departure, we will ask you to assume the extra cost.

Upham Hotel (

1404 De La Vina St.

Santa Barbara, CA 93101

(805) 962-0058

(800) 727-0876

If you plan to stay at the Upham Hotel, please let Karen Doehner ( know what your travel dates/times are and if you require an upgraded room. She will provide the hotel with a rooming list, and will need your request for lodging no later than Friday, November 15. At check-in, simply reference “spatial.” 

There is no need for you to call the hotel, it only duplicates their records and gets confusing.


All participants are expected to book their own round-trip travel to Santa Barbara and, upon arrival, to submit their receipts for reimbursement. Suggested travel dates are Sunday, December 8 and Wednesday afternoon, December 11.

The Santa Barbara Municipal Airport (SBA) is about 8 miles from the hotel and is served by commuter affiliates of most major airlines. Airlines with flights to Santa Barbara are:

American Airlines 1 (800) 433-7300
Alaska Airlines 1 (800) 252-7522
Delta Airlines 1 (800) 221-1212
United Airlines 1 (800) 864-8331
US Airways 1 (800) 428-4322

The best way from the airport to the Upham is by taxi. If you do not fly directly into Santa Barbara, ground travel is available from LAX to Santa Barbara through the Santa Barbara Airbus ( Fares are cheaper when booked early, and discounted fares are offered if you are traveling with a companion. Reservations can be made online or by calling their toll-free number, +1 (800) 423-1618. If arriving on the Airbus, get off at the Santa Barbara stop (the Hyatt Hotel, 1111 E. Cabrillo Blvd.) and take a taxi to the Upham from there.


We will be arranging for your lunches and possibly one dinner during the meeting days; breakfast is included in the hotel rate and is available in the hotel lobby. Please let Karen know if you are vegetarian or have any dietary preferences or restrictions that we should take into consideration when arranging for the meals.



We offer support for your trip ($700 for domestic, $1200 for international travel), as well as lodging for three nights at the Upham Hotel. Please confirm your acceptance of this invitation by Friday, September 20. Please be aware that the University of California travel reimbursement policy requires that all travel be done by economy class on U.S. carriers (unless not available), and that full documentation of travel itinerary and payment be provided. Please be prepared to present these documents, as well as your boarding passes. Reimbursements will be processed upon receiving the required documentation from you. Karen Doehner can accept your documents during the meetings, or if you prefer to mail them later, please mail to: Karen Doehner Department of Geography-4060 University of California, Santa Barbara Santa Barbara, CA 93106-4060

Required Documentation for Travel Reimbursement
  • Travel Reimbursement Form (completed, w/ traveler’s signature and mailing address) Please note, university policy requires an original signature, and scanned documents cannot be accepted.
  • Travel itinerary
  • Proof of payment
  • Boarding passes
  • All original receipts related to travel (parking, airbus, taxi, train)
  • Original itemized receipts for any food consumed during transit
  • If personal car is used, miles traveled, license plate number, liability insurance
  • If you are not a U.S. citizen, copies of passport picture page and visa page, or copy of green card will be required, as well as an Immigration Status Form.

2019 Spatial Data Science Symposium

Spatial Data Science Symposium

“Setting the Spatial Data Science Agenda”

December 9–11, 2019

Upham Hotel (

Santa Barbara, California


Space and time matter not only for the obvious reason that everything happens somewhere and at some time, but because knowing where and when things happen is critical to understanding why and how they happened or will happen. Spatial data science is concerned with the representation, modeling, and simulation of spatial processes, as well as with the publication, retrieval, reuse, integration, and analysis of spatial data. It generalizes and unifies research from fields such as geographic information science, geoinformatics, geo/spatial statistics, remote sensing, and transportation studies, and fosters the application of methods developed in these fields to outside disciplines ranging from the social to the physical sciences. In doing so, research on spatial data science must address a variety of new challenges that relate to the diversity of the utilized data and the underlying conceptual models from various domains, the opportunistic reuse of existing data, the scalability of its methods, the support of users not familiar with the language and methods of traditional geographic information systems, the reproducibility of its results that are often generated by complex chains of methods, the uncertainty arising from the use of its methods and data, the visualization of complex spatiotemporal processes and data about them, and, finally, the data collection, analysis, and visualization playing out in near real-time. Spatial data science does not only utilize advanced techniques from fields such as machine learning or big data storage and retrieval, but it also contributes back to them. Recent work, for instance, has shown that spatially-explicit machine learning methods substantially outperform more general data when applied to spatial data even though this spatial component may seem of secondary importance at first glance.

The Center for Spatial Studies at the University of California, Santa Barbara is hosting a symposium entitled “Setting the Spatial Data Science Agenda.” The meeting will bring together academic and industry representatives from fields such as geographic information science, geoinformatics, geo/spatial statistics, remote sensing, and transportation studies, with interest in setting an interdisciplinary research agenda to advance spatial data science methods and practice, both from scientific and engineering viewpoints. We also invite experts from related fields and those that are producers or users of spatial data in the social and physical sciences.


Instead of being restricted by a historically grown partition into small and overlapping communities that deal with spatial data in one way or the other, the overarching goal of this symposium is to put spatial data science at the forefront of a unified field that explores the current research and application landscape to define an agenda for spatial data science for the next 10 years.


About 35 invited and funded experts from academia and industry will convene to share and develop visions, insights, and best practices. Plenary presentations and intense exchanges in small breakout discussion groups offer opportunities for knowledge transfer.


Applications are now closed.

The meeting will be held at the Upham Hotel in downtown Santa Barbara on Dec. 9–11; suggested travel days are Dec. 8 and the afternoon of Dec. 11.

Please direct any questions to Karen Doehner <> or Krzysztof Janowicz <>.

spatial@ucsb.local2019: Posters

spatial@ucsb.local2019 main page

The Future of Island Oaks

The Future of Island Oaks

Laura Wolf, Sofie McComb, Claire Powers, Jazmine Uy, Alyssa Winchell

Bren School of Environmental Management, University of California, Santa Barbara
Island oak (Quercus tomentella) is a rare oak species endemic to six islands in the California Island Archipelago (CAIA). Over a century of farming and grazing on the islands degraded core habitat and reduced island oak seedling recruitment. The species was listed as endangered by the IUCN in 2016. Most historical threats have been removed, though island oak regeneration is still restricted and there is concern that impending climate change poses an additional threat that may ultimately lead to extinction. Spatially-constrained, if the island oak’s range shifts or further deteriorates, alternative options are limited. We used MaxEnt, a species distribution model, to identify island oak’s bioclimatic niche on Santa Cruz, Santa Rosa, and Santa Catalina Islands and then predicted where that niche might exist through the end of the century under four climate change scenarios. Model outputs supported three main findings: (1) Island oak’s predicted bioclimatic niche was largely driven by soil moisture availability; (2) Santa Rosa Island had the most predicted suitable habitat under each climate change scenario, while predicted suitable habitat on Santa Cruz and Santa Catalina Islands was minimal; and (3) the bioclimatic habitat occupied by island oak varies substantially between the three islands studied. Improvements in life history information, legacy grazing patterns, and more finely downscaled climate data would substantially increase model validity. Research should focus on identifying mechanisms driving the variation in habitat occupied on each island, while restoration should prioritize habitat augmentation and seedling recruitment, to increase island oak’s resiliency to climate change.
Urbanization and its Effects on the Surrounding Environment
Urbanization poster
Urbanization and its Effects on the Surrounding Environment: Case Study of Beijing and Lanzhou, China

Guiyu Li, Yingyi He, Jiaxuan Lyu, Haoyu Shi

Department of Geography, University of California, Santa Barbara

In the past decades, China has experienced massive economic growth and urban development. Changes in urban land cover, vegetation healthiness, and temperature distribution are crucial factors to understand the urbanization effects on the surrounding environment. Beijing and Lanzhou, two distinctive cities in terms of size and geographical location, are selected as our study objects. Using Landsat 5 and 8 images from 1993 to 2017 for the two cities, we train our algorithms to classify land cover types, including urban, vegetation, soil, and water. Normalized Difference Vegetation Index (NDVI) is calculated to measure vegetation health. Temperatures are derived using the radiance of the thermal band. Land cover classes are used for NDVI and temperature analysis. Based on the results, both Lanzhou and Beijing experienced urban expansion over the study period. Especially in Beijing, both its scale and urbanization rate are greater compared to those in Lanzhou due to the demographic, topographic, and economic differences. Urbanization influences the total amount of vegetation but does not directly cause a decrease in vegetation healthiness. The temperatures in both cities have increasing trends. The temperatures of urban and soil areas are higher than those of vegetation and water. In Beijing, the urban areas have the highest temperature, and the hot spots correspond with the urban expansion, reflecting a positive urban heat island effect. In contrast, in Lanzhou, the soil areas have higher temperatures than urban areas, which indicates a negative heat island effect. In conclusion, urbanization leads to a positive impact on temperature change but does not decrease vegetation health. Vegetation and water will mitigate the urban heat island effect.

Perspective Taking is Affected by Array, Perspective Shift, and pointing Quadrant
Perspective Taking

Perspective Taking is Affected by Array, Perspective Shift, and pointing Quadrant

Peri Gunalp, Elizabeth Chrastil, Mary Hegarty

University of California, Santa Barbara

Previous research on spatial perspective taking ability has used psychometric tests like the Perspective Taking Test (PTT). The present experiment introduces an experimental task that systematically varies the magnitude of the initial perspective shift and of the pointing response, and examines the effects of the addition of a person in the array. Performance on this computerized PTT indicated that accuracy increased with inclusion of a person in the array compared to a control condition, decreased with increases in initial perspective shift, and was best when pointing to the front in the imaged perspective. These perspective shift and pointing response patterns were consistent regardless of whether a person was included in the task array, suggesting that participants do not modify their strategy when a person is included. Regardless of the size of the initial perspective shift or pointing quadrant, participants seem to be engaging mental transformation and visualization processes.

Academic Discipline's Interactions with Spatial Aptitude
Academic Disciplines and Spatial Aptitude
Academic Discipline’s Interactions with Spatial Aptitude

Emily Cao, Adora Du, Luke Speier, Chuanxiuyue (Carol) He, Mary Hegarty

Hegarty Spatial Cognition Lab, Department of Psychology, University of California, Santa Barbara
Science, technology, engineering, and mathematics are academic disciplines that have been associated with spatial aptitude.Visualizing objects, being aware of spatial relationships, having knowledge of movement and speed, in addition to analyzing complicated systems are all important skills for being successful in STEM disciplines. This study tested the spatial aptitudes of participants from different academic disciplines such as engineering, physical sciences, and social sciences in order to see whether or not there was an actual difference in visuospatial performance. The results found that participants in engineering and STEM disciplines had slightly stronger spatial aptitudes.
Analysis of Students' Familiarity with UCSB Campus
Student's Unfamiliarity Poster

Analysis of Students’ Familiarity with UCSB Campus

Shupeng Wang, Zilong Liu, Eddie Nguyen

Department of Geography, University of California, Santa Barbara
UCSB campus is approximately 989 acres so it can be easy to be unfamiliar with the campus. In this project, we address areas of unfamiliarity within the UCSB campus and explore three possible associations that might influence familiarity on the UCSB campus: Campus Resource Availability, Accessibility, and Activity. The Campus Resource Availability factor highlights how availability of the campus resources, such as computer labs and foods, affect familiarity. The Accessibility factor indicates the influence of accessibility to the campus buildings on familiarity. The Activity factor shows how familiarity is influenced by students’ activity around campus.
The Effects of Drought on Land Fallowing and Crop Health in Agriculture
The Effects of Drought on Land Fallowing and Crop Health in Agriculture

Brody Brand, Jessica Martinez, McKenzie Sime

Departments of Geography and EEMB, University of California, Santa Barbara
In this project, we aimed to discern the effects of both drought severity and water source on agriculture. Looking at three counties in April of 2011, 2014, and 2018, we assessed the percentage of cropland that had been fallowed and the health of crops using an NDVI and an NDWI. We found that Linn County, Oregon, which has no shortage of water, had the least fallowed land and the healthiest crops. In Merced County and Imperial County, California, we found that there was some variation in the percentage of fallowed land with drought severity and no variation in crop health with drought. Water source did not seem to have an effect for the 2014 drought.
Effects of Human Land Use on Invasive Species Density in Hawaii
Hawaii's Invasive Species

Effects of Human Land Use on Invasive Species Density in Hawaii

Juli Ann Lingenberg, Noelle Pruett, McKenzie Sime

Departments of EEMB and Geography, University of California, Santa Barbara
In this project, we aimed to discover which land use type had invasive species observations in the highest density in Hawaii. Using a land use map from the Hawaii State Land Use Commission (LUC) and species observations for 15 invasive species from iNaturalist, we found the density of observations in each of our four land use types (urban, rural, agriculture, and conservation). Urban areas had the highest density (8x the average). We then looked at buffers around the urban areas of differing distances and found that the further a buffer went out from an urban area, the lower the density of observations became.
The City of Thousand Oaks Community Energy Action Plan
Thousand Oaks Energy Plan

The City of Thousand Oaks Community Energy Action Plan: Residential Energy Consumption

Carrie Simmons, GIS Aide

City of Thousand Oaks Public Works Department

This analysis is a guiding component to the City of Thousand Oaks Community Energy Action Plan (CEAP). The main goals of this plan are to reduce fossil fueled based energy usage and increase energy efficiency and resilience in The City of Thousand Oaks. This data and analysis will be able to inform City staff on what areas or demographics should be targeted and how to strategically implement programs and outline steps to lower overall energy consumption. Staff plan to use this energy consumption data over a variety of parameters such as building age, solar panel usage, income, population density, home ownership versus renters, and much more. Over time this analysis may become part of the Cities Climate Action Plan which has a goal of addressing activities to reduce greenhouse gases (GHG). This analysis is an initial step to seeing how we can use this data to create programs and policies to meet our climate goals.

Communities of Interest at Different Scales
Communities of Interest at Different Scales

Communities of Interest at Different Scales

Daniel W. Phillips

Department of Geography, University of California, Santa Barbara
When drawing boundaries of electoral districts, officials commonly rely on four criteria besides equal population: contiguity, compactness, respect for administrative regions, and respect for communities of interest (COIs). That last criterion is not as easily defined, as what exactly constitutes a COI is open to interpretation. This research evaluates the merits of one potential method for identifying and defining COIs, by surveying residents and asking them to draw the boundaries of their COI on a map. Those areas covered by many respondents’ drawings would thus constitute the core of people’s cognitive COI. A study conducted in Santa Barbara County, California demonstrates that this method results in clearly-defined and coherent COIs that somewhat correspond to the existing electoral districts. The study also reveals that survey participants, despite the fact that all of them live in the same district at three different levels of government, conceive of separate urban and rural COIs. Furthermore, the extent of the map given to participants has a large effect on the size of the COI that they draw. These results indicate the importance of the urban-rural dichotomy and the effects of scale in defining what a COI really is.
2018 Posters
spatial@ucsb.local2018 poster

spatial@ucsb.local2019: Poster and Plenary Session



Thursday, June 6, 2018

Corwin Pavilion

Invitation & Agenda Speakers Posters

The annual spatial@ucsb.local2019 Poster and Plenary Session was held on Wednesday, June 6, 2018 at Corwin Pavilion.

This year’s theme for the event was Spatial Data for Smarter Cities. Keynotes were delivered by Mahnoosh Alizadeh (Electrical and Computer Engineering, UC Santa Barbara), Konstadinos (Kostas) Goulias (Dept. of Geography, UC Santa Barbara), and Kurt Shellhause (Water Resources Engineer, Kasraie Consulting). Representatives from the private sector and industry and campus-wide academics in the humanities, sciences, social sciences, and engineering programs had the opportunity to showcase how spatial thinking facilitates research and creativity. A total of 38 posters were submitted for viewing. Some of these have been posted to this website.