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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
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Posts
Future Blog Post
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Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
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publications
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
talks
Inferring environmental drivers of animal migration path choice
Published:
Zijian Wan1, Somayeh Dodge1, Gil Bohrer2
Trajectory interpolation: prediction of missing points in movement data using long short-term memory
Published:
Zijian Wan1, Somayeh Dodge1
A Generative Trajectory Interpolation Method for Imputing Gaps in Wildlife Movement Data
Published:
Zijian Wan1, Somayeh Dodge1
teaching
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.