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Reconstructing Individual Activity Trajectories by Hidden Semi-Markov Model

Published in 2018 26th International Conference on Geoinformatics, 2018

Recommended citation: Han, Z., Wan, Z., Guo, W., & Ren, C. (2018). Reconstructing Individual Activity Trajectories by Hidden Semi-Markov Model. In 2018 26th International Conference on Geoinformatics (pp. 1-6). IEEE. https://ieeexplore.ieee.org/document/8557044

Decision tree model for extracting road intersection feature from vehicle trajectory data

Published in Acta Geodaetica et Cartographica Sinica, 2019

Recommended citation: Wan, Z., Li, L., Yang, M., Zhou, X. (2019). Decision tree model for extracting road intersection feature from vehicle trajectory data. Acta Geodaetica et Cartographica Sinica, 48(11): 1391-1403. http://xb.chinasmp.com/EN/10.11947/j.AGCS.2019.20190011

A Long Short-Term Memory-Based Approach for Detecting Turns and Generating Road Intersections from Vehicle Trajectories

Published in Sensors, 2022

Recommended citation: Wan, Z., Li, L., Yu, H., Yang, M. (2022). A Long Short-Term Memory-Based Approach for Detecting Turns and Generating Road Intersections from Vehicle Trajectories. Sensors, 22(18):6997. https://www.mdpi.com/1424-8220/22/18/6997

Leveraging similarity analysis to understand variability in movement behavior

Published in Transactions in GIS, 2023

Recommended citation: Wan, Z., Dodge, S., & Bohrer, G. (2023). Leveraging similarity analysis to understand variability in movement behavior. Transactions in GIS, 27(5), 1441-1466. https://doi.org/10.1111/tgis.13082

A Generative Trajectory Interpolation Method for Imputing Gaps in Wildlife Movement Data

Published in 1st ACM SIGSPATIAL International Workshop on AI-driven Spatio-temporal Data Analysis for Wildlife Conservation (GeoWildLife ’23), 2023

Recommended citation: Wan, Z. & Dodge, S. (2023). A Generative Trajectory Interpolation Method for Imputing Gaps in Wildlife Movement Data. In 1st ACM SIGSPATIAL International Workshop on AI-driven Spatio-temporal Data Analysis for Wildlife Conservation (GeoWildLife ’23), November 13, 2023, Hamburg, Germany. ACM, New York, NY, USA, 8 pages. https://doi.org/10.1145/3615893.3628759

Inferring environmental drivers of animal migration path choice

Published: February 27, 2022

Zijian Wan¹, Somayeh Dodge¹, Gil Bohrer²

Trajectory interpolation: prediction of missing points in movement data using long short-term memory

Published: March 23, 2023

Zijian Wan¹, Somayeh Dodge¹

A Generative Trajectory Interpolation Method for Imputing Gaps in Wildlife Movement Data

Published: November 13, 2023

Zijian Wan¹, Somayeh Dodge¹

Teaching Assistant

Undergraduate course, Department of Geography, UC Santa Barbara, 2020

I have worked as a teaching assistant for the following courses:

GEOG 176A: Introduction to Geographic Information Systems and Science

Undergraduate course, Department of Geography, UC Santa Barbara, 2022

In Summer 2022, I worked as a teaching associate (instructor) for the course GEOG 176A: Introduction to Geographic Information Systems and Science. This is a upper-diviison course, aiming to provide comprehensive overview of Geographic Information Systems and Science. Topics span the nature of geographic information and the procedures for operating GIS. Labs provide hands-on experience with GIS and related software.