Top Recent High Impact Articles
May 2026
1.
Luo, Peng, Yang Li, Yongze Song, Ziqi Li, and Liqiu Meng. "Measuring univariate effects in the interaction of geographical patterns." International Journal of Geographical Information Science (2026). pdf
2.
Wei, Jingxian, Wenze Yue, Mengmeng Li, Yong Liu, and Yongze Song. "Multi-scenario urban growth boundaries and trade-offs among land use functions." Cities (2025). pdf
3.
Song, Yongze. "Geographically Optimal Similarity." Mathematical Geosciences (2023). pdf
4.
Song, Yongze, Peng Wu, Qindong Li, Yuchen Liu, and Lalinda Karunaratne. "Hybrid Nonlinear and Machine Learning Methods for Analyzing Factors Influencing the Performance of Large-Scale Transport Infrastructure." IEEE Transactions on Intelligent Transportation Systems (2022). pdf
5.
Wang, Xi, Liang Zhou, David Lopez-Carr, Yongze Song, Hong Gao, Tao Che, Zhifeng Liu, and Wei Wei. "Urban grey-green scales: A new perspective for assessing dynamic spatial trade-offs." International Journal of Applied Earth Observation and Geoinformation (2025). pdf
6.
Ren, Kai, Yongze Song, and Qiang Yu. "Second-dimension outliers for spatial prediction." International Journal of Geographical Information Science (2025). pdf
7.
Chen, Lai, Zeqiang Chen, Yongze Song, Chao Yang, Sijia He, Zhiqing Li, Wenfeng Guo, and Nengcheng Chen. "Spatiotemporal adaptive multiscale transformer for prediction." International Journal of Geographical Information Science (2026). pdf
8.
Luo, Peng, Yilong Wu, and Yongze Song. "Focal-Feature Regression Kriging." Geographical Analysis (2026). pdf
9.
Lyu, Wenbo, Yangyang Lei, Wen Yi, Yongze Song, Xiao Li, Shaoqing Dai, Yiming Qin, and Wufan Zhao. "Causal discovery in urban data with temporal empirical dynamic modeling: The R package tEDM." Computers Environment and Urban Systems (2026). pdf
10.
Liu, Haiyang, Yongze Song, Wen Yi, and Pengcheng Zhang. "Degree of geocomplexity for diagnosing spatial pattern loss beyond prediction accuracy." Giscience & Remote Sensing (2026). pdf
11.
Sun, Yanfang, Guosheng Wu, Yongze Song, Haiyang Liu, Lin Wang, Zehua Zhang, and Jiao Hu. "Local effects of pattern interactions in driving urbanization." International Journal of Applied Earth Observation and Geoinformation (2026). pdf
12.
Cao, Xiaoyan, Jiali Ju, Chuanhao Wu, Pat J. -F. Yeh, Min Shi, Ashraf Dewan, Yongze Song, Xueyuan Zhang, Tian Yao, Yufei Jiao, Qiongfang Li, Shanshui Yuan, Xiaolei Fu, and Bill X. Hu. "Assessing the response of terrestrial water storage to climate warming in China by coupling CMIP6 multi-model ensembles, hydrological model, and machine learning algorithms." Climatic Change (2026). pdf
13.
Zheng, Kang, Minmin Yu, Zhifei Liu, Shuai Bao, Ziwu Pan, Yongze Song, Lianqi Zhu, and Zunyi Xie. "Frequency and Prompt Learning Cooperation Enhanced Mamba for Remote Sensing Semantic Segmentation." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2026). pdf
14.
Song, Yongze, Filip Biljecki, Gustau Camps-Valls, and Peter M. Atkinson. "GeoAI: Beyond mapping earth and cities through explainability, adaptability, and sustainability." Iscience (2026). pdf
15.
Liu, Haiyang, Yongze Song, and Wen Yi. "Degree of spatial interpretability." International Journal of Geographical Information Science (2026). pdf
16.
Xie, Huili, Shengping Li, Atiq Zaman, Yongze Song, and Peng Wu. "Integrating life cycle assessment with GIS and AI for the building sector: a comprehensive review." Energy and Buildings (2026). pdf
17.
Zhang, Zehua, Yongze Song, and Peng Wu. "Robust geographical detector." International Journal of Applied Earth Observation and Geoinformation (2022). pdf
18.
Lv, Wenbo, Yangyang Lei, Fangmei Liu, Jianwu Yan, Yongze Song, and Wufan Zhao. "gdverse: An R Package for Spatial Stratified Heterogeneity Family." Transactions in GIS (2025). pdf
19.
Song, Yongze, Margaret Kalacska, Mateo Gasparovic, Jing Yao, and Nasser Najibi. "Advances in geocomputation and geospatial artificial intelligence (GeoAI) for mapping." International Journal of Applied Earth Observation and Geoinformation (2023). pdf
π Highly Cited Papers (Top 1% by citations)
April 2026
1.
Ming, Yujia, Yong Liu, Yingpeng Li, and Yongze Song. "Unraveling nonlinear and spatial non-stationary effects of urban form on surface urban heat islands using explainable spatial machine learning." Computers Environment and Urban Systems 114 (2024). pdf
2.
Zhang, Zehua, Yongze Song, Lalinda Karunaratne, and Peng Wu. "Robust interaction detector: A case of road life expectancy analysis." Spatial Statistics 59 (2024). pdf
3.
Song, Yimeng, Bin Chen, Hung Chak Ho, Mei-Po Kwan, Dong Liu, Fei Wang, Jionghua Wang, Jixuan Cai, Xijing Li, Yong Xu, Qingqing He, Hongzhi Wang, Qiyan Xu, and Yongze Song. "Observed inequality in urban greenspace exposure in China." Environment International 156 (2021). pdf
4.
Wang, Mengying, Tao Zhou, Yongze Song, Xiang Li, Hao Ma, Yonghua Hu, Yoriko Heianza, and Lu Qi. "Joint exposure to various ambient air pollutants and incident heart failure: a prospective analysis in UK Biobank." European Heart Journal 42, no. 16 (2021). pdf
5.
Song, Yongze, Jinfeng Wang, Yong Ge, and Chengdong Xu. "An optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: cases with different types of spatial data." Giscience & Remote Sensing 57, no. 5 (2020). pdf