Yuean Qiu
Ph.D. Student
Department of Geography, Environment, and Spatial Sciences
Center for Global Change and Earth Observations
Member of MSU David P. Roy Lab
Email: qiuyuean@msu.edu
Advisor: Dr. David P. Roy
Office: Geography Building, 673 Auditorium Rd, East Lansing, MI
Research Interests
Terrestrial Change
Time Series Analysis
Deep Learning/AI
Remote Sensing
Publications
Liu, H., Zhang, H. K., Huang, B., Yan, L., Tran, K. K., Qiu, Y., Zhang, X., & Roy, D. P. (2024). Reconstruction of seamless harmonized Landsat Sentinel-2 (HLS) time series via self-supervised learning. Remote Sensing of Environment, 308, 114191.
Gu, Z., Chen, J., Chen, Y., Qiu, Y., Zhu, X., & Chen, X. (2023). Agri-Fuse: A novel spatiotemporal fusion method designed for agricultural scenarios with diverse phenological changes. Remote Sensing of Environment, 299, 113874.
Liu, S., Zhou, J., Qiu, Y., Chen, J., Zhu, X. and Chen, H. (2022). The FIRST model: Spatiotemporal fusion incorporating spectral autocorrelation. Remote Sensing of Environment, 279, 113111.
Chen, H., Qiu, Y., Yin, D., Chen, J., Chen, X., Liu, S. and Liu, L. (2022). Stacked spectral feature space patch: An advanced spectral representation for precise crop classification based on Convolutional Neural Network. The Crop Journal, 10(5), 1460–69.
Zhou, J., Qiu, Y., Chen, J. and Chen, X. (2021). A geometric misregistration resistant data fusion approach for adding red-edge (RE) and short-wave infrared (SWIR) bands to high spatial resolution imagery. Science of Remote Sensing, 4, 100033.
Qiu, Y., Zhou, J., Chen, J. and Chen, X. (2021). Spatiotemporal fusion method to simultaneously generate full-length normalized difference vegetation index time series (SSFIT). International Journal of Applied Earth Observation and Geoinformation, 100, 102333.
Zhou, J., Chen, J., Chen, X., Zhu, X., Qiu, Y., Song, H., Rao, Y., Zhang, C., Cao, X. and Cui, X. (2021). Sensitivity of six typical spatiotemporal fusion methods to different influential factors: A comparative study for a normalized difference vegetation index time series reconstruction. Remote Sensing of Environment, 252, 112130.
Chen, G., Li, X., Liu, X., Chen, Y., Liang, X., Leng, J., Xu, X., Liao, W., Qiu, Y.A., Wu, Q. and Huang, K. (2020). Global projections of future urban land expansion under shared socioeconomic pathways. Nature Communications, 11(1), 1-12.
Chen, S., Zhang, X., Lin, J., Huang, J., Zhao, D., Yuan, T., Huang, K., Luo, Y., Jia, Z., Zang, Z. and Qiu, Y.A. (2019). Fugitive road dust PM2. 5 emissions and their potential health impacts. Environmental science & technology, 53(14), 8455-8465.
Education
2022 - Present Ph.D. Student, Geography, Geography Department, Michigan State University, USA
2019 - 2022 M.Sc., Cartography and Geography Information System, Faculty of Geographical Science, Beijing Normal Univeristy, China
2015 - 2019 B.Sc., Geographical Information Science, School of Geography and Planning, Sun Yat-sen University, China