Publications

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Conference Paper
Jin, Ling, Doris Lee, Alex Sim, Sam Borgeson, Kesheng Wu, C. Anna Spurlock, and Annika Todd. "Comparison of Clustering Techniques for Residential Energy Behavior using Smart Meter Data." AAAI Workshops - Artificial Intelligence for Smart Grids and Buildings, March 2017. San Francisco, CA , 2017.
Lazar, Alina, Alexandra Ballow, Ling Jin, C. Anna Spurlock, Alexander Sim, and Kesheng Wu. "Machine Learning for Prediction of Mid to Long Term Habitual Transportation Mode Use." 2019 IEEE International Conference on Big Data (Big Data)2019 IEEE International Conference on Big Data (Big Data). Los Angeles, CA, USA: IEEE, 2019.
Journal Article
Satchwell, Andrew, Corinne Scown, Sarah Josephine Smith, Jahon Amirebrahimi, Ling Jin, Thomas W Kirchstetter, Nancy J Brown, and Chelsea V Preble. "Accelerating the Deployment of Anaerobic Digestion to Meet Zero Waste Goals." Environmental Science & Technology 52.23 (2018) 13663–13669.
Breunig, Hanna, Ling Jin, Alastair Robinson, and Corinne Scown. "Bioenergy Potential from Food Waste in California." Environmental Science & Technology (2017). LBNL-1007105.
Jin, Ling, Alina Lazar, James Sears, Annika Todd, 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.
Shearer, Sharon M, Robert A Harley, Ling Jin, and Nancy J Brown. "Comparison of SAPRC99 and SAPRC07 mechanisms in photochemical modeling for central California." Atmospheric Environment 46 (2012) 205 - 216.
Spurlock, C. Anna, James Sears, Gabrielle Wong-Parodi, Victor Walker, Ling Jin, Margaret Taylor, Andrew Duvall, Anand R Gopal, and Annika Todd. "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 71 (2019) 283-301.
Breunig, Hanna, Tyler Huntington, Ling Jin, Alastair Robinson, and Corinne Scown. "Dynamic Geospatial Modeling of the Building Stock To Project Urban Energy Demand." Environmental Science & Technology 52.14 (2018) 7604 - 7613.
Ban-Weiss, George A, Ling Jin, Susanne E Bauer, Ralf Bennartz, Xiaohong Liu, Kai Zhang, Yi Ming, Huan Guo, and Jonathan H Jiang. "Evaluating clouds, aerosols, and their interactions in three global climate models using satellite simulators and observations." Journal of Geophysical Research: Atmospheres 119.18 (2014) 10,876-10,901.
Lazar, Alina, Ling Jin, C. Anna Spurlock, Kesheng Wu, Alex Sim, and Annika Todd. "Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization." Journal of Data and Information Quality 11.2 (2019) 1 - 22.
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 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.
Jin, Ling, Robert A Harley, and Nancy J Brown. "Meteorology-induced Variations in the Spatial Behavior of Summer Ozone Pollution in Central California." Atmospheric Environment (2010).
Mohegh, Arash, Pablo J Rosado, Ling Jin, Dev Millstein, Ronnen M Levinson, and George A Ban-Weiss. "Modeling the climate impacts of deploying solar reflective cool pavements in California cities." Journal of Geophysical Research: Atmospheres 122.13 (2017) 6798 - 6817.
Tonse, Shaheen R, Nancy J Brown, Ling Jin, and Robert A Harley. "A Process-Analysis Based Study of the Ozone Weekend Effect." Atmospheric Environment 42.33 (2008) 7728-7736.
Jin, Ling, Aurore Loisy, and Nancy J Brown. "Role of meteorological processes in ozone responses to emission controls in California's San Joaquin Valley." Journal of Geophysical Research: Atmospheres 118.14 (2013) 8010 - 8022.
Jin, Ling, Nancy J Brown, Robert A Harley, Jian-Wen Bao, Sarah A Michelson, and James M Wilczak. "Seasonal versus episodic performance evaluation for an Eulerian photochemical air quality model." Journal of Geophysical Research 115.D9 (2010).
Jin, Ling, Shaheen R Tonse, Daniel S Cohan, Xianglei Mao, Robert A Harley, and Nancy J Brown. "Sensitivity Analysis of Ozone Formation and Transport for a Central California Air Pollution Episode." Environmental Science & Technology 42.10 (2008) 3683-3689.
Todd, Annika, Peter Cappers, C. Anna Spurlock, and Ling Jin. "Spillover as a cause of bias in baseline evaluation methods for demand response programs." Applied Energy 250 (2019) 344 - 357.
Breunig, Hanna, Tyler Huntington, Ling Jin, Alastair Robinson, and Corinne Scown. "Temporal and geographic drivers of biomass residues in California." Resources, Conservation and Recycling 139 (2018) 287 - 297.
Norgaard, Richard B, and Ling Jin. "Trade and the governance of ecosystem services." Ecological Economics 66.4 (2008) 638 - 652.