Ling Jin

Publications

Viewing 25 of 50 publications

2026

Poliziani, Cristian, Ling Jin, Xiaodan Xu, Yuhan Wang, Haitam Laarabi, James Butler, Carlos Guirado, Nazanin Rezaei, Zachary Needell, Tom Wenzel, and C․Anna Spurlock. "Traffic, air quality, and health impacts resulting from transport interventions using a regional-scale agent-based transportation system model." Sustainable Cities and Society 141 (2026) 107263.

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2025

Wang, Yuhan, Lucas A.J Bastien, Yuan Wang, Ling Jin, and Robert A Harley. "Temperature and stagnation effects on ozone sensitivity to NOx and VOC: an adjoint modeling study in central California." Atmospheric Chemistry and Physics 25 (2025) 17651–17665.

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Lu, Yan, Xinyi Zhang, Soroush Esmaeili Neyestani, Ling Jin, Lu Zhang, Rima Habre, and Jiachen Zhang. "Assessing Indoor versus Outdoor PM2.5 Concentrations during the 2025 Los Angeles Fires Using the PurpleAir Sensor Network." American Chemical Society 2 (2025) 3015−3024.

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Jin, Ling, Joseph H Eto, Ji Yoon Lee, and Alex Hoffman. Distribution Feeder Characteristics and Their Resiliency to Natural Hazards . 2025.

Sun, Bingrong, Shivam Sharda, Venu Garikapati, Mohamed Amine Bouzaghrane, Juan Caicedo, Srinath Ravulaparthy, Isabel Viegas de Lima, Ling Jin, C Anna Spurlock, and Paul Waddell. "Demographic Microsimulator for Integrated Urban Systems: Adapting Panel Survey of Income Dynamics to Capture the Continuum of Life." Transportation Research Record (2025).

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Guo, Wenxuan, Z Hu, Ling Jin, Yanyan Xu, and Marta C González. "DeepAir: Deep learning and satellite imagery to estimate high-resolution PM2.5 at scale." Machine Learning: Science and Technology (2025).

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2024

Adlouni, Mohammed, Ling Jin, Xiaodan Xu, C Anna Spurlock, Alina Lazar, Kaveh Farokhi Sadabadi, Mahyar Amirgholy, and Mona Asudegi. "Macroscopic Emission Modeling of Urban Traffic Using Probe Vehicle Data: A Machine Learning Approach." 2024 IEEE International Conference on Big Data (BigData). IEEE, 2024. 8601–8603.

Xu, Xiaodan, Carlos Guirado, Ling Jin, Catherine Ledna, and C Anna Spurlock. NAtional Vehicle Itinerary GenerATor (NAVIGAT). 2024.

Xiao, J, Konstadinos G Goulias, Srinath Ravulaparthy, Shivam Sharda, Ling Jin, and C Anna Spurlock. "Evaluating the Impacts of Autonomous Electric Vehicles Adoption on Vehicle Miles Traveled and CO2 Emissions." Energies 17.6127 (2024).

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Jin, Ling, Xiaodan Xu, Yuhan Wang, Alina Lazar, Kaveh Farokhi Sadabadi, C Anna Spurlock, Zachary Needell, Duleep Rathgamage Don, Mahyar Amirgholy, and Mona Asudegi. "Macroscopic Traffic Modeling Using Probe Vehicle Data: A Machine Learning Approach." Data Science for Transportation 6.3 (2024).

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Jin, Ling, Connor P Jackson, Yuhan Wang, Qianmiao Chen, Tin Ho, C Anna Spurlock, Aaron Brooker, Jake Holden, Jeff Gonder, Mohamed Amine Bouzaghrane, Bingrong Sun, Shivam Sharda, Venu Garikapati, Thomas P Wenzel, and Juan Caicedo. "Technology progress and clean vehicle policies on fleet turnover and equity: insights from household vehicle fleet micro-simulations with ATLAS." Transportation Planning and Technology (2024) 1–24.

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2023

Jin, Ling, Xiaodan Xu, Yuhan Wang, Kaveh Farokhi Sadabadi, Alina Lazar, Duleep Rathgamage Don, Zachary Needell, C Anna Spurlock, Mahyar Amirgholy, and Mona Asudegi. "Leveraging Probe Data and Machine Learning to Derive and Interpret Macroscopic Fundamental Diagrams Across U.S. Cities." 2023 IEEE International Conference on Big Data (BigData). Sorrento, Italy: IEEE, 2023.

Wang, Yuhan, Lucas A.J Bastien, Ling Jin, and Robert A Harley. "Location-Specific Control of Precursor Emissions to Mitigate Photochemical Air Pollution." Environmental Science & Technology 57.26 (2023) 9693–9701.

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Yang, Hung-Chia, Ling Jin, Alina Lazar, Annika Todd-Blick, Alex Sim, Kesheng Wu, Qianmiao Chen, and C Anna Spurlock. "Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility When Entering Parenthood: A Life Course Perspective." Systems 11.6 (2023) 314.

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2022

Jin, Ling, Alina Azar, Caitlin Brown, Bingrong Sun, Venu Garikapati, Srinath Ravulaparthy, Qianmiao Chen, Alex Sim, Kesheng Wu, Tin Ho, Thomas P Wenzel, and C Anna Spurlock. "What Makes You Hold on to That Old Car? Joint Insights from Machine Learning and Multinomial Logit on Vehicle-level Transaction Decisions." Frontiers in Future Transportation - Connected Mobility and Automation (2022).

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Wang, Yuhan, Lucas A.J Bastien, Ling Jin, and Robert A Harley. "Responses of Photochemical Air Pollution in California’s San Joaquin Valley to Spatially and Temporally Resolved Changes in Precursor Emissions." Environmental Science & Technology 56.11 (2022) 7074–7082.

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2021

Lazar, Alina, Ling Jin, Caitlin Brown, C Anna Spurlock, Alex Sim, and Kesheng Wu. "Performance of the Gold Standard and Machine Learning in Predicting Vehicle Transactions." 2021 IEEE International Conference on Big Data (Big Data). Orlando, FL, USA: IEEE, 2021.

Popovich, Natalie, C Anna Spurlock, Zachary Needell, Ling Jin, Thomas P Wenzel, Colin Sheppard, and Mona Asudegi. "A methodology to develop a geospatial transportation typology." Journal of Transport Geography 93 (2021) 103061.

Accepted Version PDF

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Vlachogiannis, Dimitrios M, Yanyan Xu, Ling Jin, and Marta C González. "Correlation networks of air particulate matter (PM2.5): a comparative study." Applied Network Science 6.1 (2021).

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Huang, Lin, Jinjin Sun, Ling Jin, Nancy J Brown, and Jianlin Hu. "Strategies to reduce PM2.5 and O3 together during late summer and early fall in San Joaquin Valley, California." Atmospheric Research (2021) 105633.

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2020

Todd-Blick, Annika, C Anna Spurlock, Ling Jin, Peter Cappers, Sam Borgeson, Daniel Fredman, and Jarett Zuboy. "Winners are not keepers: Characterizing household engagement, gains, and energy patterns in demand response using machine learning in the United States." Energy Research & Social Science 70 (2020).

Pre-print Journal Article PDF

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Jin, Ling, Alina Lazar, James Sears, Annika Todd-Blick, Alex Sim, Kesheng Wu, Hung-Chia Yang, and C Anna Spurlock. "Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes." IEEE Access (2020) 1–17.

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Nordahl, Sarah L, Jay P Devkota, Jahon Amirebrahimi, Sarah Josephine Smith, Hanna Breunig, Chelsea V Preble, Andrew Satchwell, Ling Jin, Nancy J Brown, Thomas W Kirchstetter, and Corinne D Scown. "Life-Cycle Greenhouse Gas Emissions and Human Health Trade-Offs of Organic Waste Management StrategiesLife-Cycle Greenhouse Gas Emissions and Human Health Trade-Offs of Organic Waste Management Strategies." Environmental Science & Technology 54.15 (2020) 9200–9209.

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Jin, Ling, Corinne D Scown, Tin Ho, Tyler Huntington, and Wei Zhou. "Smelly-Odor Webtool (Smelly) v1." 2020.