[HTML][HTML] Deep learning for urban land use category classification: A review and experimental assessment

Z Li, B Chen, S Wu, M Su, JM Chen, B Xu - Remote Sensing of …, 2024 - Elsevier
Map** the distribution, pattern, and composition of urban land use categories plays a
valuable role in understanding urban environmental dynamics and facilitating sustainable …

[HTML][HTML] Intelligent inversion of mesoscale eddy temperature anomaly profiles based on multi-source remote sensing data

Y Duan, H Zhang, C Ma - … Journal of Applied Earth Observation and …, 2024 - Elsevier
Inversion of the underwater temperature anomaly of mesoscale eddies from sea surface
remote sensing data plays an important role in understanding the three-dimensional …

[HTML][HTML] A graph-based multimodal data fusion framework for identifying urban functional zone

Y Tao, W Liu, J Chen, J Gao, R Li, X Wang… - International Journal of …, 2025 - Elsevier
Accurately map** urban functional zone (UFZ) provides crucial foundational geographic
information services for urban sustainable development, territorial spatial planning, and …

Application of Graph Convolutional Neural Networks and multi-sources data on urban functional zones identification, A case study of Changchun, China

S Wang, C Zhao, Q Jiang, D Zhu, J Ma, Y Sun - Sustainable Cities and …, 2025 - Elsevier
Urban functional zones (UFZs) identification is integral to comprehensive city management.
However, current methods often fail to effectively leverage multiple data sources to enhance …

Self-Supervised Joint Representation Learning for Urban Land-Use Classification With Multi-Source Geographic Data

R Yang, Y Zhong, Y Su - IEEE Transactions on Geoscience and …, 2025 - ieeexplore.ieee.org
Urban land-use patterns furnish the functional structures of cities, playing an essential role in
urban planning and management. Recently, advancements in remote sensing and internet …

A Distributed and Game-Theoretic Based EV Charging Pricing Model Under Coupled Energy-Transportation-Information Networks

X Ge, G Wang, R Sun, F Wang - IEEE Transactions on Smart …, 2024 - ieeexplore.ieee.org
Optimized charging prices for the electric vehicles (EVs) under the coupled energy,
transportation and information networks architecture is helpful to dig out the spatiotemporal …

Integrating street view imagery and taxi trajectory for identifying urban function of street space

M Gao, H Guo, L Liu, Y Zeng, W Liu… - Geo-spatial Information …, 2024 - Taylor & Francis
Street space is a crucial component of public space, serving as a site for a variety of human
activities. However, prior studies have primarily focused on the traffic function of street …

A Multi-Source Dynamic Fusion Network for Urban Functional Zone Identification on Remote Sensing, POI, and Building Footprint

H Qiao, H Jiang, G Yang, F **g, W Sun… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Urban functional zones (UFZ) identification with remote sensing imagery (RSI) is attracting
increasing attention in urban planning and resource allocation in urban areas, etc. The UFZ …

[PDF][PDF] Observation and Geoinformation

J Cao, Y Luo, X Zhang, L Fan, J Tao… - … Journal of Applied …, 2024 - researchgate.net
Agricultural drought is a major natural disaster affecting biomass accumulation and causing
food loss, exacerbated by the increasing frequency of flash droughts and compounded …

Urban Land-Use Classification with Multi-Source Self-Supervised Representation Learning and Correlation Modeling

R Yang, Y Su, Y Zhong - IGARSS 2024-2024 IEEE International …, 2024 - ieeexplore.ieee.org
Urban land-use classification aims to identify the functions of land parcels within cities,
which can provide a reference for urban planning and environmental monitoring. Existing …