[HTML][HTML] Deep learning for urban land use category classification: A review and experimental assessment
Map** the distribution, pattern, and composition of urban land use categories plays a
valuable role in understanding urban environmental dynamics and facilitating sustainable …
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 …
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
Accurately map** urban functional zone (UFZ) provides crucial foundational geographic
information services for urban sustainable development, territorial spatial planning, and …
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
Urban functional zones (UFZs) identification is integral to comprehensive city management.
However, current methods often fail to effectively leverage multiple data sources to enhance …
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 …
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
Optimized charging prices for the electric vehicles (EVs) under the coupled energy,
transportation and information networks architecture is helpful to dig out the spatiotemporal …
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 …
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
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 …
increasing attention in urban planning and resource allocation in urban areas, etc. The UFZ …
[PDF][PDF] Observation and Geoinformation
Agricultural drought is a major natural disaster affecting biomass accumulation and causing
food loss, exacerbated by the increasing frequency of flash droughts and compounded …
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 …
which can provide a reference for urban planning and environmental monitoring. Existing …