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Yuan Liao

@yuanliao.bsky.social
128 followers 93 following 39 posts

Visiting postdoc in mobility data science at Technical University of Denmark | postdoc at Chalmers University of Technology. #UrbanBigData & #Transportation | yuan-liao.com

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Yuan Liao @yuanliao.bsky.social · 13/10/2025
🏆 Excited to share that our team received the Best Data Challenge Award at #NetMob2025 in Paris! 🏆 "On the Relationship between Space-Time Accessibility and Leisure Activity Participation" Stay tuned for our preprint. #urban #mobility #accessibility #transport
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Reposted by Yuan Liao
Michael Szell @mszll.datasci.social.ap.brid.gy · 05/10/2025
Proximity-based cities emit less mobility-driven CO2 arxiv.org/abs/2510.00094
arxiv.org
Proximity-based cities emit less mobility-driven CO$_2$
In the quest for more environmentally sustainable urban areas, the concept of the 15-minute city has been proposed to encourage active mobility, primarily through walking and cycling. An urban area is considered a ``15-minute city" if every resident can access essential services within a 15-minute walk or bike ride from their home. However, there is an ongoing debate about the effectiveness of this model in reducing car usage and carbon emissions. In this study, we conduct a large-scale data-driven analysis to evaluate the impact of service proximity to homes on CO$_2$ emissions. By examining nearly 400 cities worldwide, we discover that, within the same city, areas with services located closer to residents produce less CO$_2$ emissions per capita from transportation. We establish a clear relationship between the proximity of services and CO$_2$ emissions for each city. Additionally, we quantify the potential reduction in emissions for 30 cities if they optimise the location of their services. This optimisation maintains each city's total number of services while redistributing them to ensure equal accessibility throughout the entire urban area. Our findings indicate that improving the proximity of services can significantly reduce expected urban emissions related to transportation.
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Reposted by Yuan Liao
Rafael H. M. Pereira 🚡 Urban Demographics @urbandemog.bsky.social · 01/09/2025
New study using 📱geolocation data to examine the impact of major transit fare subsidies in Germany (Deutschlandticket - DT). Using a time-shifted DiD model, we assessed how DT affected travel behavior in terms of visitation volumes and trips distances across the country doi.org/10.1016/j.tr...
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Yuan Liao @yuanliao.bsky.social · 08/08/2025
I wrote up my #IC2S2 2025 takeaways. If you’re into computational social science, mobility data, or urban analytics, I’d love your thoughts. 🔗 Read: yuan-liao.com/post/ic2s22025 #ComputationalSocialScience #UrbanScience #MobilityData #Transport #Segregation #DataScience
yuan-liao.com
Mobility and Urban Science in Computational Social Science | Yuan Liao
Organizing the 11th International Conference on Computational Social Science (Norrköping, Sweden | July 21-24, 2025).
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Yuan Liao @yuanliao.bsky.social · 25/07/2025
An incredible week! 🌟 Proud to have been part of the organizing team, awed by Norrköping’s beautiful views and amazing food, and inspired by conversations with colleagues from around the globe. Thank you for making this experience so unique, see you at the next one! #ic2s2
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Yuan Liao @yuanliao.bsky.social · 21/07/2025
So grateful and proud to be part of this year's #ic2s2. All these kind words about today’s tutorials mean the world. Thank you!
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Yuan Liao @yuanliao.bsky.social · 17/07/2025
Look forward to it!
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Yuan Liao @yuanliao.bsky.social · 03/07/2025
Thrilled to share our newly published paper on mobility and socio-spatial segregation: www.nature.com/articles/s44... #UrbanStudies #MobilityData #SocialSegregation #TransportAccessibility #SmartCities #DataScience #EquityInTransport
nature.com
The effect of limited mobility on the experienced segregation of foreign-born minorities - npj Sustainable Mobility and Transport
npj Sustainable Mobility and Transport - The effect of limited mobility on the experienced segregation of foreign-born minorities
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Yuan Liao @yuanliao.bsky.social · 17/06/2025
🚗⚡How will larger EV batteries reshape charging demand? At #EVS38, we share our generative model results based on 2021 data from 80K+ BEVs in Beijing: future-scenario daily EV patterns and scaled charging load. 📸 Jordanka Kovaceva #EVCharging #SmartCities
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Yuan Liao @yuanliao.bsky.social · 12/06/2025
💡It was a pleasure to share my research. My talk focused on how we can use large-scale human mobility data to support sustainable and inclusive mobility. Thank you to the Institute for Analytical Sociology and all participants for an inspiring exchange of ideas!
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Yuan Liao @yuanliao.bsky.social · 08/05/2025
👇Germany's €49 Deutschlandticket boosted public transport use, seeing a greater increase among lower socioeconomic groups, according to our study using mobile geolocation data (11M+ devices). #publictransport #farecuts #mobility
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Reposted by Yuan Liao
Rafael H. M. Pereira 🚡 Urban Demographics @urbandemog.bsky.social · 23/01/2025
Glad to share our review paper on socio-spatial segregation and human mobility 📑https://www.sciencedirect.com/science/article/pii/S0198971525000031 Another wonderful collab led by @yuanliao.bsky.social + team work with @sonia-yeh.bsky.social , @jorgealgil.bsky.social & L.Alessandretti
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Yuan Liao @yuanliao.bsky.social · 22/01/2025
🌏💡 Our review article was published on how mobility data—ranging from traditional surveys to emerging GPS and social media datasets—shifts our understanding of socio-spatial segregation. www.sciencedirect.com/science/arti... #UrbanStudies #SocialIntegration #HumanMobility #BigData #EquityInCities
sciencedirect.com
Socio-spatial segregation and human mobility: A review of empirical evidence
Socio-spatial segregation is the physical separation of different social, economic, or demographic groups within a geographic space, often resulting i…
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Reposted by Yuan Liao
Sonia Yeh @sonia-yeh.bsky.social · 17/01/2025
🚢⚡ Join the POTENT Marie Skłodowska-Curie Actions Doctoral Network to advance ports as clean energy transition hubs in Europe. 🌍 🔍 3 Positions: 1️⃣ Smart Ports Systems Integration 2️⃣ Electrified Ports & Grid Design 3️⃣ Ports Energy Infrastructure & Resilience 📅 Apply now: www.chalmers.se/en/about-cha...
potentmsca.cbs.dk
potentmsca.cbs.dk – Ports as Energy Transition Hubs
Ports as Energy Transition Hubs
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Reposted by Yuan Liao
International Conference on Computational Social Science @ic2s2.bsky.social · 14/01/2025
#IC2S2'25 Tutorials deadline is this Friday—Jan 17, 2025. Submit your tutorial proposal now: www.ic2s2-2025.org/submit-tutor...
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Yuan Liao @yuanliao.bsky.social · 05/01/2025
Don’t miss our poster at #TRBAM! Join us Tue, Jan 07 (10:15 AM–12 PM ET) in Convention Center Hall A. Check out how we combine mobile app data & travel surveys to synthesize realistic activity patterns of a large population. See you there!
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Reposted by Yuan Liao
International Conference on Computational Social Science @ic2s2.bsky.social · 03/01/2025
Prof. Jennie E. Brand from UCLA will be a keynote speaker for #IC2S22025 in Norrköping, Sweden. 🎙Causal Inference and Machine Learning for Social Science: Uncovering Effect Heterogeneity. Learn more: ic2s2-2025.org. Stay tuned for more keynote speakers and updates!
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Yuan Liao @yuanliao.bsky.social · 13/12/2024
We look forward to receiving your tutorial proposals!
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Yuan Liao @yuanliao.bsky.social · 05/12/2024
Attended a webinar yesterday about Socioeconomic Data and Applications Center (SEDAC) at NASA. They have many useful resources for urban studies: www.earthdata.nasa.gov/centers/seda... The webnar slides deck and video can be found here: www.earthdata.nasa.gov/learn/webina...
earthdata.nasa.gov
SEDAC | NASA Earthdata
NASA's Socioeconomic Data and Applications Center serves as an "Information Gateway" between Earth sciences and social sciences.
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Yuan Liao @yuanliao.bsky.social · 30/11/2024
Day 30 of #30DayMapChallenge: The final map. Visitors travel distances during the first month of the D-Ticket (May 2023). I’m proud to have completed all 30 days of the map challenge. The experience was both immensely fun and deeply rewarding.
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Yuan Liao @yuanliao.bsky.social · 29/11/2024
Day 29 of #30DayMapChallenge: Overture. Buildings and places in Linköping, Sweden.
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Yuan Liao @yuanliao.bsky.social · 28/11/2024
Day 28 of #30DayMapChallenge: The blue planet. The largest lake in Sweden by area.
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Yuan Liao @yuanliao.bsky.social · 27/11/2024
Update on the review article about human mobility and socio-spatial segregation, where we made structural adjustments and clarified key concepts. Check out our preprint here: arxiv.org/abs/2403.06641
arxiv.org
Socio-spatial segregation and human mobility: A review of empirical evidence
Socio-spatial segregation is the physical separation of different social, economic, or demographic groups within a geographic space, often resulting in unequal access to resources, services, and oppor...
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Yuan Liao @yuanliao.bsky.social · 27/11/2024
Day 27 of #30DayMapChallenge: Micromapping. The building data (marked in yellow) we got from GSD Property map vector in 2019 should be updated, as it missed a few buildings in the area.
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Yuan Liao @yuanliao.bsky.social · 26/11/2024
Day 26 of #30DayMapChallenge: Map projections. Flight routes in Perters Projection.
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Yuan Liao @yuanliao.bsky.social · 25/11/2024
Day 25 of #30DayMapChallenge: Heat. Visitation intensity during the 9-Euro Ticket Scheme.
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Yuan Liao @yuanliao.bsky.social · 24/11/2024
Day 24 of #30DayMapChallenge: Only circular shapes. Varying visiting distances during the 9-Euro Ticket Scheme.
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Yuan Liao @yuanliao.bsky.social · 23/11/2024
Day 23 of #30DayMapChallenge: Memory. My primary school: Yucai in Xiangtan, Hunan, China. OSM is seriously outdated in terms of the road networks and buildings in this area.
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Yuan Liao @yuanliao.bsky.social · 22/11/2024
Day 22 of #30DayMapChallenge: Two colors. Travel distance by visitors during the 9-Euro Ticket Scheme in Germany. This is computed from a large amount of mobile phone geolocation data.
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Yuan Liao @yuanliao.bsky.social · 21/11/2024
Please follow us here @ic2s2.bsky.social and stay tuned!
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Yuan Liao @yuanliao.bsky.social · 21/11/2024
Day 21 of #30DayMapChallenge: Conflict. Road network and State of Palestine - Subnational Administrative Boundaries. Source: data.humdata.org/dataset/cod-...
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Yuan Liao @yuanliao.bsky.social · 20/11/2024
Day 20 of #30DayMapChallenge: Data: OpenStreetMap. Playgrounds in Berlin.
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Yuan Liao @yuanliao.bsky.social · 19/11/2024
Day 19 of #30DayMapChallenge: Typography. This is a labeling exercise.
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Yuan Liao @yuanliao.bsky.social · 18/11/2024
Day 18 of #30DayMapChallenge: 3D. Job accessibility within 30 minutes by public transit in Gothenburg. The height encodes the population size in grids.
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Yuan Liao @yuanliao.bsky.social · 17/11/2024
Day 17 of #30DayMapChallenge: Collaborative map. The idea was developed by my partner, and I implemented it. The original idea was to have the spatial distribution of criminal cases by occurrence. Apparently, this kind of data is tricky to get. Source: www.svt.se/nyheter/inri...
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Yuan Liao @yuanliao.bsky.social · 16/11/2024
Day 16 of #30DayMapChallenge: Choropleth.
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Yuan Liao @yuanliao.bsky.social · 15/11/2024
Day 15 of #30DayMapChallenge: My data. Part of my commute trip from mobile GPS tracking data.
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Reposted by Yuan Liao
Marc Keuschnigg @marckeuschnigg.bsky.social · 25/10/2024
We are hosting the 11th International Conference on Computational Social Science in Sweden 🚀The IC2S2'25 website is LIVE, and submissions are OPEN! 📍Norrköping | July 21-24, 2025 Call for Abstracts (until Feb 24) Call for Tutorials (until Jan 17) 🔗Explore details & submit: ic2s2-2025.org
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Yuan Liao @yuanliao.bsky.social · 14/11/2024
Day 14 of #30DayMapChallenge: A world map. Flight routes from openflights.org. Used edge bundling in Datashader.
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