Guan Gene
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Scientific Research
Paper Publications
more+- [1] Li, Z.*; Tang, W.; Huang, Q.; Shook, E. & Guan, Q. (2020). Introduction to Big Data Computing for Geospatial Applications. ISPRS International Journal of Geo-Information (SCI), 9(8): 487. DOI: 10.3390/ijgi9080487
- [2] Liang, X.; Guan, Q.*; Clarke, K. C.; Chen, G.; Guo, S. & Yao, Y. (2021). Mixed-cell cellular automata: A new approach for simulating the spatio-temporal dynamics of mixed land use structures. Landscape and Urban Planning (SCI/SSCI). DOI: 10.1016/j.landurbplan.2020.103960
- [3] Zhu, Q.; Li, Z.; Zhang, Y. & Guan, Q.* (2020). Building Extraction from High Spatial Resolution Remote Sensing Images via Multiscale-Aware and Segmentation-Prior Conditional Random Fields. Remote Sensing (MDPI, SCI), 2020(12): 3983. DOI: 10.3390/rs12233983
- [4] Liu, S.; Yang, X.; Guan, Q.; Lu, Z. & Lu, J.* (2020). An Ensemble Modeling Framework for Distinguishing Nitrogen, Phosphorous and Potassium Deficiencies in Winter Oilseed Rape (Brassica napus L.) Using Hyperspectral Data. Remote Sensing (MDPI, SCI), 2020(12): 4060. DOI: 10.3390/rs12244060
- [5] Yao, Y; Liu, Y.; Guan, Q.*; Hong, Y.*; Wang, R.; Wang R. & Liang, X. (2021). Spatiotemporal distribution of human trafficking in China and predicting the locations of missing persons. Computers, Environment and Urban Systems (SSCI). DOI: 10.1016/j.compenvurbsys.2020.101567
Patents
Published Books
- [1] Big Data Computing for Geospatial Applications
- [2] High-Performance GeoComputation with the Parallel Raster Processing Library. In: Thill JC., Dragicevic S. (eds) GeoComputational Analysis and Modeling of Regional Systems. Advances in Geographic Information Science
- [3] Opportunities and Challenges for Urban Land-use and Land-cover Change Modeling in High-performance Computing. In: Shi, X. et al. (eds), Modern Accelerator Technologies for Geographic Information Science
Research Projects
more+- [1] 混合功能用地结构变化驱动的城市热岛强度空间格局推演方法及高性能计算框架, National Natural Science Foundation
- [2] 基于高性能计算和深度学习的大尺度地区违法用地监测模拟和评估预警
- [3] 基于GPU/CPU异构集群计算技术的高性能土地利用时空动态模拟研究, Special scientific research fund project of doctoral program of higher school
- [4] 深部矿产资源评价理论与方法, National science and technology major project
- [5] 并行地理元胞自动机的计算强度时空变化模式及动态负载均衡方法研究, National Natural Science Foundation
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