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Works (34)

Macroscopic Traffic Modeling Using Probe Vehicle Data: A Machine Learning Approach

Data Science for Transportation
2024 | Journal article
DOI: 10.1007/S42421-024-00102-4
WOSUID: INSPEC:26016647
Contributors: Jin, L.; Xu, X.; Wang, Y.; Lazar, A.; Sadabadi, K.F.; Spurlock, C.A.; Needell, Z.; Don, D.R.; Amirgholy, M.; Asudegi, M.
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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 | Journal article
DOI: 10.1080/03081060.2024.2353784
WOSUID: WOS:001230016900001
Contributors: Jin, Ling; Jackson, Connor P.; Wang, Yuhan; Chen, Qianmiao; Ho, Tin; Spurlock, C. Anna; Brooker, Aaron; Holden, Jacob; Gonder, Jeffrey; Bouzaghrane, Mohamed Amine et al.
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Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility When Entering Parenthood: A Life Course Perspective

Systems
2023 | Journal article
DOI: 10.3390/SYSTEMS11060314
WOSUID: WOS:001015671900001
Contributors: Yang, Hung-Chia; Jin, Ling; Lazar, Alina; Todd-Blick, Annika; Sim, Alex; Wu, Kesheng; Chen, Qianmiao; Spurlock, C. Anna
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Leveraging Probe Data and Machine Learning to Derive and Interpret Macroscopic Fundamental Diagrams Across U.S. Cities

IEEE International Conference on Big Data (BigData)
2023 | Conference paper
DOI: 10.1109/BIGDATA59044.2023.10386591
WOSUID: INSPEC:24502557
Contributors: Jin, L.; Xu, X.; Wang, Y.; Sadabadi, K.F.; Lazar, A.; Don, D.R.; Needell, Z.; Spurlock, C.A.; Amirgholy, M.; Asudegi, M.
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Location-Specific Control of Precursor Emissions to Mitigate Photochemical Air Pollution

Environmental Science & Technology
2023 | Journal article
DOI: 10.1021/ACS.EST.3C01934
WOSUID: WOS:001009600600001
Contributors: Wang, Yuhan; Bastien, Lucas; Jin, Ling; Harley, Robert A.
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Responses of Photochemical Air Pollution in California?s SanJoaquin Valley to Spatially and Temporally Resolved Changes inPrecursor Emissions

Environmental Science & Technology
2022 | Journal article
DOI: 10.1021/ACS.EST.1C07011
WOSUID: WOS:000810684000026
Contributors: Wang, Yuhan; Bastien, Lucas; Jin, Ling; Harley, Robert A.
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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
2022 | Journal article
DOI: 10.3389/FFUTR.2022.894654
WOSUID: WOS:001034004800001
Contributors: Jin, Ling; Lazar, Alina; Brown, Caitlin; Sun, Bingrong; Garikapati, Venu; Ravulaparthy, Srinath; Chen, Qianmiao; Sim, Alexander; Wu, Kesheng; Ho, Tin et al.
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A methodology to develop a geospatial transportation typology

Journal of Transport Geography
2021 | Journal article
DOI: 10.1016/J.JTRANGEO.2021.103061
WOSUID: WOS:000659172800007
Contributors: Popovich, Natalie; Spurlock, C. Anna; Needell, Zachary; Jin, Ling; Wenzel, Tom; Sheppard, Colin; Asudegi, Mona
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Correlation networks of air particulate matter (PM<sub>2.5</sub>): a comparative study

Applied Network Science
2021 | Journal article
DOI: 10.1007/S41109-021-00373-8
WOSUID: WOS:000646829100001
Contributors: Vlachogiannis, Dimitrios M.; Xu, Yanyan; Jin, Ling; Gonzalez, Marta C.
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Performance of the Gold Standard and Machine Learning in Predicting Vehicle Transactions

IEEE International Conference on Big Data (Big Data)
2021 | Conference paper
DOI: 10.1109/BIGDATA52589.2021.9671286
WOSUID: WOS:000800559503109
Contributors: Lazar, Alina; Jin, Ling; Brown, Caitlin; Spurlock, C. Anna; Sim, Alexander; Wu, Kesheng
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Strategies to reduce PM<sub>2.5</sub> and O<sub>3</sub> together during late summer and early fall in San Joaquin Valley, California

Atmospheric Research
2021 | Journal article
DOI: 10.1016/J.ATMOSRES.2021.105633
WOSUID: WOS:000659170800003
Contributors: Huang, Lin; Sun, Jinjin; Jin, Ling; Brown, Nancy J.; Hu, Jianlin
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Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3032328
WOSUID: WOS:000584905900001
Contributors: Jin, Ling; Lazar, Alina; Sears, James; Todd-Blick, Annika; Sim, Alexander; Wu, Kesheng; Yang, Hung-Chia; Spurlock, C. Anna
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Life-Cycle Greenhouse Gas Emissions and Human Health Trade-Offs of Organic Waste Management Strategies

Environmental Science & Technology
2020 | Journal article
DOI: 10.1021/ACS.EST.0C00364
WOSUID: WOS:000558753900005
Contributors: Nordahl, Sarah L.; Devkota, Jay P.; Amirebrahimi, Jahon; Smith, Sarah Josephine; Breunig, Hanna M.; Preble, Chelsea, V; Satchwell, Andrew J.; Jin, Ling; Brown, Nancy J.; Kirchstetter, Thomas W. et al.
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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
2020 | Journal article
DOI: 10.1016/J.ERSS.2020.101595
WOSUID: WOS:000596624400025
Contributors: Todd-Blick, Annika; Spurlock, C. Anna; Jin, Ling; Cappers, Peter; Borgeson, Sam; Fredman, Dan; Zuboy, Jarett
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Describing the users: Understanding adoption of and interest in shared, electrified, and automated transportation in the San Francisco Bay Area

Transportation Research Part D: Transport and Environment
2019 | Journal article
DOI: 10.1016/J.TRD.2019.01.014
WOSUID: WOS:000471361300019
Contributors: Spurlock, C. Anna; Sears, James; Wong-Parodi, Gabrielle; Walker, Victor; Jin, Ling; Taylor, Margaret; Duvall, Andrew; Gopal, Anand; Todd, Annika
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Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization

Journal of Data and Information Quality
2019 | Journal article
DOI: 10.1145/3301294
WOSUID: WOS:000468045500003
Contributors: Lazar, Alina; Jin, Ling; Spurlock, C. Anna; Wu, Kesheng; Sim, Alex; Todd, Annika
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Machine Learning for Prediction of Mid to Long Term Habitual Transportation Mode Use

IEEE International Conference on Big Data (Big Data)
2019 | Conference paper
DOI: 10.1109/BIGDATA47090.2019.9006411
WOSUID: WOS:000554828704091
Contributors: Lazar, Alina; Ballow, Alexandra; Jin, Ling; Spurlock, C. Anna; Sim, Alexander; Wu, Kesheng
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Spillover as a cause of bias in baseline evaluation methods for demand response programs

Applied Energy
2019 | Journal article
DOI: 10.1016/J.APENERGY.2019.05.050
WOSUID: WOS:000482244000029
Contributors: Todd, Annika; Cappers, Peter; Spurlock, C. Anna; Jin, Ling
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Accelerating the Deployment of Anaerobic Digestion to Meet Zero Waste Goals

Environmental Science & Technology
2018 | Journal article
DOI: 10.1021/ACS.EST.8B04481
WOSUID: WOS:000452693500001
Contributors: Satchwel, Andrew J.; Scown, Corinne D.; Smith, Sarah Josephine; Arnirebrahimi, Jahon; Jin, Ling; Kirchstetter, Thomas W.; Brown, Nancy J.; Preble, Chelsea, V
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Are vulnerable customers any different than their peers when exposed to critical peak pricing: Evidence from the US

Energy Policy
2018 | Journal article
DOI: 10.1016/J.ENPOL.2018.09.013
WOSUID: WOS:000453499700042
Contributors: Cappers, Peter; Spurlock, C. Anna; Todd, Annika; Jin, Ling
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Dynamic Geospatial Modeling of the Building Stock To Project Urban Energy Demand

Environmental Science & Technology
2018 | Journal article
DOI: 10.1021/ACS.EST.8B00435
WOSUID: WOS:000439397800004
Contributors: Breunig, Hanna M.; Huntington, Tyler; Jin, Ling; Robinson, Alastair; Scown, Corinne D.
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Temporal and geographic drivers of biomass residues in California

Resources, Conservation and Recycling
2018 | Journal article
DOI: 10.1016/J.RESCONREC.2018.08.022
WOSUID: WOS:000447575900031
Contributors: Breunig, Hanna Marie; Huntington, Tyler; Jin, Ling; Robinson, Alastair; Scown, Corinne Donahue
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Bioenergy Potential from Food Waste in California

Environmental Science & Technology
2017 | Journal article
DOI: 10.1021/ACS.EST.6B04591
WOSUID: WOS:000393738700016
Contributors: Breunig, Hanna M.; Jin, Ling; Robinson, Alastair; Scown, Corinne D.
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Data Quality Challenges with Missing Values and Mixed Types in Joint Sequence Analysis

IEEE International Conference on Big Data (Big Data)
2017 | Conference paper
DOI: 10.1109/BIGDATA.2017.8258222
WOSUID: WOS:000428073702076
Contributors: Lazar, Alina; Jin, Ling; Spurlock, C. Anna; Todd, Annika; Wu, Kesheng; Sim, Alex
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Modeling the climate impacts of deploying solar reflective cool pavements in California cities

Journal of Geophysical Research: Atmospheres
2017 | Journal article
DOI: 10.1002/2017JD026845
WOSUID: WOS:000407900300007
Contributors: Mohegh, Arash; Rosado, Pablo; Jin, Ling; Millstein, Dev; Levinson, Ronnen; Ban-Weiss, George
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Evaluating clouds, aerosols, and their interactions in three global climate models using satellite simulators and observations

Journal of Geophysical Research: Atmospheres
2014 | Journal article
DOI: 10.1002/2014JD021722
WOSUID: WOS:000344052800017
Contributors: Ban-Weiss, George A.; Jin, Ling; Bauer, Susanne E.; Bennartz, Ralf; Liu, Xiaohong; Zhang, Kai; Ming, Yi; Guo, Huan; Jiang, Jonathan H.
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Role of meteorological processes in ozone responses to emission controls in California's San Joaquin Valley

Journal of Geophysical Research: Atmospheres
2013 | Journal article
DOI: 10.1002/JGRD.50559
WOSUID: WOS:000323120800046
Contributors: Jin, Ling; Loisy, Aurore; Brown, Nancy J.
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Comparison of SAPRC99 and SAPRC07 mechanisms in photochemical modeling for central California

Atmospheric Environment
2012 | Journal article
DOI: 10.1016/J.ATMOSENV.2011.09.079
WOSUID: WOS:000298763200024
Contributors: Shearer, Sharon M.; Harley, Robert A.; Jin, Ling; Brown, Nancy J.
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Ozone pollution regimes modeled for a summer season in California's San Joaquin Valley: A cluster analysis

Atmospheric Environment
2011 | Journal article
DOI: 10.1016/J.ATMOSENV.2011.04.064
WOSUID: WOS:000293931100018
Contributors: Jin, Ling; Harley, Robert A.; Brown, Nancy J.
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Seasonal versus episodic performance evaluation for an Eulerian photochemical air quality model

Journal of Geophysical Research: Atmospheres
2010 | Journal article
DOI: 10.1029/2009JD012680
WOSUID: WOS:000277478400002
Contributors: Jin, Ling; Brown, Nancy J.; Harley, Robert A.; Bao, Jian-Wen; Michelson, Sara A.; Wilczak, James M.
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A process-analysis based study of the ozone weekend effect

Atmospheric Environment
2008 | Journal article
DOI: 10.1016/J.ATMOSENV.2008.05.061
WOSUID: WOS:000261006100017
Contributors: Tonse, Shaheen R.; Brown, Nancy J.; Harley, Robert A.; Jinc, Ling
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Sensitivity analysis of ozone formation and transport for a central california air pollution episode

Environmental Science & Technology
2008 | Journal article
DOI: 10.1021/ES072069D
WOSUID: WOS:000255822100039
Contributors: Jin, Ling; Tonse, Shaheen; Cohan, Daniel S.; Mao, Xiaoling; Harley, Robert A.; Brown, Nancy J.
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Trade and the governance of ecosystem services

Ecological Economics
2008 | Journal article
DOI: 10.1016/J.ECOLECON.2007.10.026
WOSUID: WOS:000257973900010
Contributors: Norgaard, Richard B.; Jin, Ling
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Efficiency of sediment transport by flood and its control in the Lower Yellow River

Science in China Series e-Technological Sciences
2004 | Journal article
DOI: 10.1360/04EZ0015
WOSUID: WOS:000225373500015
Contributors: Ni, JR; Liu, XY; Li, TH; Zhao, Y; Jin, L
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Peer review (3 reviews for 3 publications/grants)

Review activity for Annual report - Transportation Research Board. (1)
Review activity for Environmental science & technology. (1)
Review activity for IEEE transactions on engineering management / (1)
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