Guanpeng Dong

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scalable spatio-temporal autoregressive modeling by designing equivalent graph convolutional neural networks.
Int. J. Geogr. Inf. Sci.
Hang Zhang, Guanpeng Dong
2025 J jnl
A flexible multi-scale spatio-temporal modeling approach for disentangling meteorological and anthropogenic drivers of air pollution.
Int. J. Appl. Earth Obs. Geoinformation
Dongyang Yang, Guanpeng Dong
2025 J jnl
GWmodelS: a standalone software to train geographically weighted models.
Geo spatial Inf. Sci.
Binbin Lu, Yigong Hu, Dongyang Yang, Yong Liu, Guangyu Ou, Paul Harris, Chris Brunsdon, Alexis J. Comber, Guanpeng Dong
2025 J jnl
Location optimization of urban fire stations considering the variations in fire service demands: a bi-objective coverage model.
Int. J. Digit. Earth
Yulong Chen, Jing Yao, Shaohua Wang, Zhizhu Lai, Leying Wu, Guanpeng Dong
2024 J jnl
Developing an annual global Sub-National scale economic data from 1992 to 2021 using nighttime lights and deep learning.
Int. J. Appl. Earth Obs. Geoinformation
Hang Zhang, Guanpeng Dong, Bing Li, Zunyi Xie, Changhong Miao, Fan Yang, Yang Gao, Xiaoyu Meng, Dongyang Yang, Yong Liu, Hongjuan Zhang, Leying Wu, Fanglin Shi, Yulong Chen, Wenjie Wu, Edyta Laszkiewicz, Yutian Liang, Binbin Lu, Jing Yao, Xuecao Li
2023 J jnl
GWmodelS: A software for geographically weighted models.
SoftwareX
Binbin Lu, Yigong Hu, Dongyang Yang, Yong Liu, Liuqi Liao, Zuoyao Yin, Tianyang Xia, Zheyi Dong, Paul Harris, Chris Brunsdon, Lex Comber, Guanpeng Dong
2023 J jnl
Understanding and extending the geographical detector model under a linear regression framework.
Int. J. Geogr. Inf. Sci.
Hang Zhang, Guanpeng Dong, Jinfeng Wang, Tong-Lin Zhang, Xiaoyu Meng, Dongyang Yang, Yong Liu, Binbin Lu
2022 — conf
GWmodelS: A High-Performance Computing Framework for Geographically Weighted Models.
SpatialDI
Binbin Lu, Guanpeng Dong
2019 J jnl
Inferring neighbourhood quality with property transaction records by using a locally adaptive spatial multi-level model.
Comput. Environ. Urban Syst.
Guanpeng Dong, Levi John Wolf, Alekos Alexiou, Daniel Arribas-Bel
2018 J jnl
Geographically weighted regression models for ordinal categorical response variables: An application to geo-referenced life satisfaction data.
Comput. Environ. Urban Syst.
Guanpeng Dong, Tomoki Nakaya, Chris Brunsdon
2018 J jnl
Multi-level temporal autoregressive modelling of daily activity satisfaction using GPS-integrated activity diary data.
Int. J. Geogr. Inf. Sci.
Guanpeng Dong, Jing Ma, Mei-Po Kwan, Yiming Wang, Yanwei Chai
2013 J jnl
Using Contextualized Geographically Weighted Regression to Model the Spatial Heterogeneity of Land Prices in Beijing, China.
Trans. GIS
Rich Harris, Guanpeng Dong, Wenzhong Zhang