Functional Classification of Urban Parks Based on Urban Functional Zone and Crowd-Sourced Geographical Data. - Su Cao; Shihong Du; Shuwen Yang; Shouhang Du (ISPRS Int. J. Geo Inf., 2021)

Object-based image analysis combined with improved DenseNet for land use classification in mining areas. - Fei Wang; Junting Guo; Shouhang Du; Jun Li 021; Ziheng Song; Chengye Zhang 001; Zhenwei Li (Geoinformatics, 2022)

Change Detection of Open-Pit Mine Based on Siamese Multiscale Network. - Jun Li 021; Jianghe Xing; Shouhang Du; Shihong Du; Chengye Zhang 001; Wei Li (IEEE Geosci. Remote. Sens. Lett., 2023)

MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network. - Song Ouyang; Shihong Du; Xiuyuan Zhang; Shouhang Du; Lubin Bai (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Self-Supervised Learning for High-Resolution Remote Sensing Images Change Detection With Variational Information Bottleneck. - Congcong Wang; Shouhang Du; Wenbin Sun; Deqin Fan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Multi-Level Difference Network for Change Detection from Very High-Resolution Remote Sensing Images: A Case Study in Open-Pit Mines. - Wei Li; Jun Li 021; Shouhang Du; Chengye Zhang 001; Jianghe Xing (Remote. Sens., 2023)

Comparative Hotspot Analysis of Urban Living Environments and Transit-Oriented Development (TOD) Strategies: A Case Study of Beijing and Xi'an. - Yuchen Dai; Shouhang Du; Hanqing Min (ISPRS Int. J. Geo Inf., 2023)

A new method for the extraction of tailing ponds from very high-resolution remotely sensed images: PSVED. - Chengye Zhang 001; Jianghe Xing; Jun Li 021; Shouhang Du; Qiming Qin (Int. J. Digit. Earth, 2023)

Combining GEDI and sentinel data to estimate forest canopy mean height and aboveground biomass. - Qiyu Guo; Shouhang Du; Jinbao Jiang; Wei Guo 021; Hengqian Zhao; Xuzhe Yan; Yinpeng Zhao; Wanshan Xiao (Ecol. Informatics, 2023)

Fusing multimodal data of nature-economy-society for large-scale urban building height estimation. - Shouhang Du; Hao Liu; Jianghe Xing; Shihong Du (Int. J. Appl. Earth Obs. Geoinformation, 2024)

LUMNet: Land Use Knowledge Guided Multiscale Network for Height Estimation From Single Remote Sensing Images. - Shouhang Du; Jianghe Xing; Shaoyu Wang; Xiongwu Xiao; Jun Li 021; Hao Liu (IEEE Geosci. Remote. Sens. Lett., 2024)

STMNet: Scene Classification-Assisted and Texture Feature-Enhanced Multiscale Network for Large-Scale Urban Informal Settlement Extraction From Remote Sensing Images. - Shouhang Du; Jianghe Xing; Shaoyu Wang; Liguang Wei; Yirui Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

CTMNet: Enhanced Open-Pit Mine Extraction and Change Detection With a Hybrid CNN-Transformer Multitask Network. - Jianghe Xing; Jue Zhang; Jun Li 021; Yongsheng Gao 001; Shouhang Du; Chengye Zhang 001; Yanheng Wang (IEEE Trans. Geosci. Remote. Sens., 2024)

Urban building function classification based on multisource geospatial data: a two-stage method combining unsupervised and supervised algorithms. - Shouhang Du; Meiyun Zheng; Liyuan Guo; Yuhui Wu; Zijuan Li; Peiyi Liu (Earth Sci. Informatics, 2024)

How Does the 2D/3D Urban Morphology Affect the Urban Heat Island across Urban Functional Zones? A Case Study of Beijing, China. - Shouhang Du; Yuhui Wu; Liyuan Guo; Deqin Fan; Wenbin Sun (ISPRS Int. J. Geo Inf., 2024)

Multi-type and fine-grained urban green space function mapping based on BERT model and multi-source data fusion. - Su Cao; Xuesheng Zhao; Shouhang Du (Int. J. Digit. Earth, 2024)

A classification framework with multi-level fusion of object-based analysis and convolutional neural network: a case study for land use classification in mining areas. - Jianghe Xing; Zhenwei Li; Jun Li 021; Shouhang Du; Wei Li; Chengye Zhang 001 (Geo spatial Inf. Sci., 2025)