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Xiu-Yuan Zhang · SciRah

Researcher profile · Semantic Scholar

Xiu-Yuan Zhang

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Xiu-Yuan Zhang — researcher profile on SciRah

h-index: 25
Works: 84
Citations: 2,541

Most-cited papers

Hierarchical semantic cognition for urban functional zones with VHR satellite images and POI data
Xiu-Yuan Zhang, S. Du, Qiao Wang
2017263 citations
Semantic Scholar
On combining multiscale deep learning features for the classification of hyperspectral remote sensing imagery
Wenzhi Zhao, Zhou Guo, Jun Yue, Xiu-Yuan Zhang +1 more
2015180 citations
Semantic Scholar
Semantic classification of urban buildings combining VHR image and GIS data: An improved random forest approach
S. Du, Fang Zhang, Xiu-Yuan Zhang
2015178 citations
Semantic Scholar
Mapping large-scale and fine-grained urban functional zones from VHR images using a multi-scale semantic segmentation network and object based approach
Shou-Ji Du, S. Du, Bo Liu, Xiu-Yuan Zhang
2021155 citations
Semantic Scholar
A Linear Dirichlet Mixture Model for decomposing scenes: Application to analyzing urban functional zonings
Xiu-Yuan Zhang, S. Du
2015155 citations
Semantic Scholar
Incorporating DeepLabv3+ and object-based image analysis for semantic segmentation of very high resolution remote sensing images
Shi-Hong Du, Shi-Hong Du, Bo Liu, Xiu-Yuan Zhang
2020International Journal of Digital Earth149 citations Open access
Semantic Scholar
Large-scale urban functional zone mapping by integrating remote sensing images and open social data
Shou-Ji Du, Shi-Hong Du, Bo Liu, Xiu-Yuan Zhang +1 more
2020GIScience & Remote Sensing112 citations Open access
Semantic Scholar
Integrating bottom-up classification and top-down feedback for improving urban land-cover and functional-zone mapping
Xiu-Yuan Zhang, S. Du, Qiao Wang
2018Remote Sensing of Environment97 citations
Semantic Scholar
Remote sensing techniques in the investigation of aeolian sand dunes: A review of recent advances
Zhijia Zheng, S. Du, H. Taubenböck, Xiu-Yuan Zhang
2022Remote Sensing of Environment74 citations Open access
Semantic Scholar
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs
Lu-Bin Bai, Weiming Huang, Xiu-Yuan Zhang, S. Du +3 more
2023Isprs Journal of Photogrammetry and Remote Sensing68 citations
Semantic Scholar
Domain Adaptation for Remote Sensing Image Semantic Segmentation: An Integrated Approach of Contrastive Learning and Adversarial Learning
Lu-Bin Bai, S. Du, Xiu-Yuan Zhang, Hao-Yu Wang +2 more
2022IEEE Transactions on Geoscience and Remote Sensing68 citations
Semantic Scholar
Multiscale Geoscene Segmentation for Extracting Urban Functional Zones from VHR Satellite Images
Xiu-Yuan Zhang, S. Du, Qiao Wang, Wei-Qi Zhou
2018Remote Sensing68 citations Open access
Semantic Scholar
Heuristic sample learning for complex urban scenes: Application to urban functional-zone mapping with VHR images and POI data
Xiu-Yuan Zhang, S. Du, Zhijia Zheng
202060 citations
Semantic Scholar
Learning selfhood scales for urban land cover mapping with very-high-resolution satellite images
Xiu-Yuan Zhang, S. Du
201656 citations
Semantic Scholar
Semantic Classification of Heterogeneous Urban Scenes Using Intrascene Feature Similarity and Interscene Semantic Dependency
Xiu-Yuan Zhang, S. Du, Yi-Chen Wang
2015IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing56 citations
Semantic Scholar
Mapping urban functional zones with remote sensing and geospatial big data: a systematic review
Shou-Hang Du, Xiu-Yuan Zhang, Yichen Lei, Xin Huang +4 more
2024GIScience & Remote Sensing54 citations Open access
Semantic Scholar
Context-Enabled Extraction of Large-Scale Urban Functional Zones from Very-High-Resolution Images: A Multiscale Segmentation Approach
Shou-Ji Du, Shi-Hong Du, Bo Liu, Xiu-Yuan Zhang
2019Remote Sensing43 citations Open access
Semantic Scholar
A spatiotemporal cube model for analyzing satellite image time series: Application to land-cover mapping and change detection
Wenqiang Xi, S. Du, Yi-Chen Wang, Xiu-Yuan Zhang
2019Remote Sensing of Environment43 citations
Semantic Scholar
How do land-use patterns influence residential environment quality? A multiscale geographic survey in Beijing
Xiu-Yuan Zhang, Shi-Hong Du, Shou-Ji Du, Bo Liu
202037 citations
Semantic Scholar
Satellite observed reversal in trends of spring phenology in the middle‐high latitudes of the Northern Hemisphere during the global warming hiatus
Tao Xiong, S. Du, Hongyan Zhang, Xiu-Yuan Zhang
2023Global Change Biology36 citations
Semantic Scholar
Precision mapping child undernutrition for nearly 600,000 inhabited census villages in India
Rockli Kim, A. Bijral, Yun Xu, Xiu-Yuan Zhang +7 more
2021Proceedings of the National Academy of Sciences of the United States of America30 citations Open access
Semantic Scholar
Semantic and Spatial Co-Occurrence Analysis on Object Pairs for Urban Scene Classification
Xiu-Yuan Zhang, S. Du, Yuan Zhang
2018IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing30 citations
Semantic Scholar
Time-series China urban land use mapping (2016–2022): An approach for achieving spatial-consistency and semantic-transition rationality in temporal domain
Shuping Xiong, Xiu-Yuan Zhang, Yichen Lei, G. Tan +2 more
2024Remote Sensing of Environment27 citations
Semantic Scholar
Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression
Hao-Yu Wang, Xiu-Yuan Zhang, S. Du, Lu-Bin Bai +1 more
2022Remote Sensing of Environment27 citations
Semantic Scholar
How do people understand convenience-of-living in cities? A multiscale geographic investigation in Beijing
Xiu-Yuan Zhang, S. Du, Ji-Xian Zhang
2019Isprs Journal of Photogrammetry and Remote Sensing26 citations
Semantic Scholar
Mapping the first dataset of global urban land uses with Sentinel-2 imagery and POI prompt
Shuping Xiong, Xiu-Yuan Zhang, Hao-Yu Wang, Yichen Lei +2 more
2025Remote Sensing of Environment25 citations
Semantic Scholar
Classifying natural-language spatial relation terms with random forest algorithm
S. Du, Xiaonan Wang, Chen-Chieh Feng, Xiu-Yuan Zhang
2017International Journal of Geographical Information Science25 citations
Semantic Scholar
Water extraction from optical high-resolution remote sensing imagery: a multi-scale feature extraction network with contrastive learning
Bo Liu, S. Du, Lu-Bin Bai, Song Ouyang +2 more
2023GIScience & Remote Sensing23 citations Open access
Semantic Scholar
Incorporating Deep Features into GEOBIA Paradigm for Remote Sensing Imagery Classification: A Patch-Based Approach
Bo Liu, Shi-Hong Du, Shou-Ji Du, Xiu-Yuan Zhang
2020Remote Sensing21 citations Open access
Semantic Scholar
Integrating remote sensing with OpenStreetMap data for comprehensive scene understanding through multi-modal self-supervised learning
Lu-Bin Bai, Xiu-Yuan Zhang, Hao-Yu Wang, Shi-Hong Du
2025Remote Sensing of Environment20 citations
Semantic Scholar
Assessing the impacts of urban functional form on anthropogenic carbon emissions: A case study of 31 major cities in China
G. Tan, Xiu-Yuan Zhang, Shuping Xiong, Zi-Hao Sun +3 more
2024Ecological Indicators20 citations Open access
Semantic Scholar
Fusing Landsat-7, Landsat-8 and Sentinel-2 surface reflectance to generate dense time series images with 10m spatial resolution
Shuping Xiong, S. Du, Xiu-Yuan Zhang, Song Ouyang +1 more
2022International Journal of Remote Sensing20 citations
Semantic Scholar
A multiscale approach to delineate dune-field landscape patches
Zhijia Zheng, S. Du, Shou-Ji Du, Xiu-Yuan Zhang
202020 citations
Semantic Scholar
Extracting physical urban areas of 81 major Chinese cities from high-resolution land uses
Xiu-Yuan Zhang, S. Du, Yuyu Zhou, Yun Xu
2022Cities18 citations
Semantic Scholar
Development of a 30 m resolution global sand dune/sheet classification map (GSDS30) using multi-source remote sensing data
Zhijia Zheng, Jinsongdi Yu, Xiu-Yuan Zhang, Shi-Hong Du
2024Remote Sensing of Environment17 citations
Semantic Scholar
Does every public open space (POS) contribute to sustainable city development? An assessment of inefficient POS in Beijing
Xiao-Yan Dong, Xiu-Yuan Zhang, Yi Jing, Qi Zhou +2 more
2024Sustainable cities and society14 citations
Semantic Scholar
MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network
Song Ouyang, Shi-Hong Du, Xiu-Yuan Zhang, Shou-Hang Du +1 more
2023IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing14 citations Open access
Semantic Scholar
Unveiling urban area growth dynamics: insights from a comprehensive study of urban area growth curves
Hao-Yu Wang, Lu-Bin Bai, Shuping Xiong, Shi-Hong Du +1 more
2024International Journal of Digital Earth13 citations Open access
Semantic Scholar
Global perspectives on sand dune patterns: Scale-adaptable classification using Landsat imagery and deep learning strategies
Zhijia Zheng, Xiu-Yuan Zhang, Jia-Jun Li, Eslam Ali +2 more
2024Isprs Journal of Photogrammetry and Remote Sensing13 citations
Semantic Scholar
Fine-Grained Climate Classification for the Qaidam Basin
Yu-Ning Feng, S. Du, K. Fraedrich, Xiu-Yuan Zhang
2022Atmosphere13 citations Open access
Semantic Scholar
An increasing delay in vegetation spring phenology over northern snow-covered landmass driven by temperature and snowmelt
Tao Xiong, Shi-Hong Du, Xiu-Yuan Zhang, Hong-Yan Zhang +1 more
2025Agricultural and Forest Meteorology12 citations
Semantic Scholar
40-year (1984-2024) mapping of urban land use dynamics in China.
Shuping Xiong, Xiu-Yuan Zhang, Hao-Yu Wang, Qing-Yan Meng +1 more
2026Science Bulletin11 citations
Semantic Scholar
GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data
Lu Bai, Xiu-Yuan Zhang, Siqi Zhang, Ze-Peng Zhang +3 more
2025Neural Information Processing Systems11 citations
Semantic Scholar
Simulation-Based Optimization of the Urban Thermal Environment through Local Climate Zones Reorganization in Changsha City, China with the FLUS Model
Jie Chen, Rui-Jie Shi, Geng Sun, Ya Guo +2 more
2023Sustainability11 citations Open access
Semantic Scholar
Underload city conceptual approach extending ghost city studies
Xiu-Yuan Zhang, Shi-Hong Du, H. Taubenböck, Yi-Chen Wang +3 more
2022npj Urban Sustainability11 citations Open access
Semantic Scholar
Local climate regionalization of the Tibetan Plateau: A data-driven scale-dependent analysis
Yu-Ning Feng, Shi-Hong Du, K. Fraedrich, Xiu-Yuan Zhang +2 more
2024Theoretical and Applied Climatology10 citations
Semantic Scholar
From Orbit to Ground: A comprehensive review of multimodal self-supervised learning for remote sensing
Lu-Bin Bai, Xiu-Yuan Zhang, Wei Qin, Jiang Long +3 more
2025IEEE Geoscience and Remote Sensing Magazine8 citations Open access
Semantic Scholar
Object-Based Urban Land-Use Change Detection With Siamese Network and Hierarchical Clustering
Song Ouyang, Shi-Hong Du, Xiu-Yuan Zhang, Hao-Yu Wang
2025IEEE Transactions on Geoscience and Remote Sensing8 citations
Semantic Scholar
Mapping global annual urban land cover fractions (2001-2020) derived with multi-objective deep learning
Hao-Yu Wang, Qian Wang, Xiu-Yuan Zhang, Shi-Hong Du +2 more
2025International Journal of Applied Earth Observation and Geoinformation8 citations Open access
Semantic Scholar
Intra-annual land cover mapping and dynamics analysis with dense satellite image time series: a spatiotemporal cube based spatiotemporal contextual method
Wenqiang Xi, Shi-Hong Du, Shou-Hang Du, Xiu-Yuan Zhang +1 more
2021GIScience & Remote Sensing8 citations Open access
Semantic Scholar

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