Qingfeng Guan

China University of Geosciences — China

Environmental Science · Physical Sciences

38h-index6.9kcitations253works6.52yr avg
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Research Topics

Land Use and Ecosystem Services(62), Remote-Sensing Image Classification(43), Remote Sensing and Land Use(35), Remote Sensing in Agriculture(25), Human Mobility and Location-Based Analysis(24)

Publications253 total

MGIM: a masked modeling framework for land parcel-level Geo-Inference
International Journal of Geographical Information Systems·2026
Knowledge-data-model-driven multimodal few-shot learning for hyperspectral fine classification: Generalization across sensor, category and scene
ISPRS Journal of Photogrammetry and Remote Sensing·2026
Discovering the causal mechanism of day-night extreme heat driven by 2D and 3D urban landscape changes: a case study of Wuhan, China
Sustainable Cities and Society·2026
MGIM: a masked modeling framework for land parcel-level Geo-Inference
Figshare·2026Open Access
MGIM: a masked modeling framework for land parcel-level Geo-Inference
Figshare·2026Open Access
MapGenerator: a framework for learning a diffusion model for text promptable map generation
Cartography and Geographic Information Science·2025
The dual modification strategy of nitrogen-doped carbon coating with MnO inter-layers helps enhance the stability of silicon anodes
Journal of Colloid and Interface Science·2025· 1 cited
GLoRA: a novel parameter-efficient fine-tuning framework for GIS large language models
International Journal of Geographical Information Systems·2025
A multiscale spatial–temporal-variable feature fusion network for predicting multiple air pollutants
Environment International·2025Open Access
From human mobility to building functions: A deep learning approach for urban building classification in Megacity Tokyo
Cities·2025
GISedu-GPT: a large language model framework with prior knowledge for GIS education question bank generation
Journal of Geography in Higher Education·2025· 1 cited
Unveiling land competition through interaction networks: A consistency-based mining and simulation model that integrates inhibiting effects of land uses
Landscape and Urban Planning·2025· 9 cited
An Adaptive Spatiotemporal Sampling Method for Optimal Environmental Sensor Placement
Annals of the American Association of Geographers·2025
Identification of hydrochemical evolution process and health risk under exploitation reduction in groundwater funnel area of Hengshui City, North China
Journal of environmental chemical engineering·2025· 3 cited
An Efficient Internet-Wide Scan Approach Based on Location-Aware
Preprints.org·2025· 1 citedOpen Access
CoCA: Spatial cooperative simulation and future prediction of “land-population-economy” in urban agglomerations
Landscape and Urban Planning·2025· 4 cited
From Street View Imagery to the Countryside: Large-Scale Perception of Rural China Using Deep Learning
Annals of the American Association of Geographers·2025· 4 cited
LandGPT: a multimodal large language model for parcel-level land use classification with multi-source data
International Journal of Geographical Information Systems·2025· 2 cited
MSLU-100K: A Large Multi-Source Dataset for Land Use Analysis in Major Chinese Cities
Scientific Data·2025· 1 citedOpen Access
Analysis of Sealing Performance and Mechanism of Biomimetic Superoleophobic Surface Structure
Journal of Applied Fluid Mechanics·2025Open Access
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Frequent Co-authors

Yao Yao(11), Xun Liang(9), Yao Yao(7), Keith Clarke(6), Qiqi Zhu(6), Shuliang Ren(6), Yanfei Zhong(5), Liangpei Zhang(5), Deren Li(5), Lirong Chen(5), Chao Yang(4), Kunlun Qi(4), Huayi Wu(4), Shishi Liu(3), Yanan Zhang(3), Hanqiu Yue(3), Wang Rui-fan(3), Dongsheng Chen(3), Ye Hong(3), Ying Hu(3)