Urban Functional Zone Identification Based on Multimodal Data Fusion: A Case Study of Chongqing’s Central Urban Area

Urban Functional Zone Identification Based on Multimodal Data Fusion: A Case Study of Chongqing’s Central Urban Area

Urban Functional Zones (UFZs) are spatial units of the city divided according to specific functional activities. Detailed identification of UFZs is vital for optimizing urban management, guiding planning and design, and promoting sustainable development. However, existing UFZ recognition methods fac...

Full description

Saved in:

Bibliographic Details
Main Authors:	Yongchuan Zhang, Yuhong Xu, Jie Gao, Zunya Zhao, Jing Sun, Fengyun Mu
Format:	Article
Language:	English
Published:	MDPI AG 2025-03-01
Series:	Remote Sensing
Subjects:	multi-source data remote sensing social sensing deep learning urban functional zone mapping
Online Access:	https://www.mdpi.com/2072-4292/17/6/990
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Multisource Dynamic Fusion Network for Urban Functional Zone Identification on Remote Sensing, POI, and Building Footprint
by: Hangfeng Qiao, et al.
Published: (2024-01-01)

Mapping urban functional zones with remote sensing and geospatial big data: a systematic review
by: Shouhang Du, et al.
Published: (2024-12-01)

Identification of surface thermal environment differentiation and driving factors in urban functional zones based on multisource data: a case study of Lanzhou, China
by: Yixuan Wang, et al.
Published: (2024-09-01)

Boosting Urban Openspace Mapping with the Enhancement Feature Fusion of Object Geometry Prior Information from Vision Foundation Model
by: Zijian Xu, et al.
Published: (2025-03-01)

Local Climate Zones and urban morphology dataset to support numerical modelling in Greece, utilizing GIS, multispectral, and SAR dataZenodo
by: Ilias Agathangelidis, et al.
Published: (2025-08-01)

A novel super-resolution urban green space segmentation network generating 0.2m resolution urban green space results using low-resolution imagery
by: Chunyang Chen, et al.
Published: (2025-12-01)

An improved height sampling approach used for global urban building height mapping
by: Tingting He, et al.
Published: (2025-07-01)

Hierarchical Stratification for Spatial Sampling and Digital Mapping of Soil Attributes
by: Derlei D. Melo, et al.
Published: (2025-01-01)

Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI)
by: Arnick Abdollahi, et al.
Published: (2021-07-01)

Urban Functional Zone Mapping by Integrating Multi-Source Data and Spatial Relationship Characteristics
by: Daoyou Zhu, et al.
Published: (2024-12-01)

Constructing Urban Thermal Environment Networks Using Remote Sensing Data: A Perspective Based on LCZ and Source-Sink Theory
by: Yue Shi, et al.
Published: (2025-01-01)

Assessment of groundwater potential zones using GIS and AHP techniques – A case study of the zone of influence of Kolubara Mining Basin
by: Živanović Milica, et al.
Published: (2025-08-01)

Time series modelling spatiotemporal changes in Biogeoclimatic ecosystem classification (BEC) zones between 1997 and 2019 in West-Central British Columbia, Canada
by: Ilythia D. Morley, et al.
Published: (2025-09-01)

Urban Functional Zone Classification Based on High-Resolution Remote Sensing Imagery and Nighttime Light Imagery
by: Junyu Chen, et al.
Published: (2025-04-01)

Mapping Groundwater Potential Zones Integrating GIS and remote sensing
by: BRAHIM ELKHALIL TAIBI
Published: (2025-06-01)

Toward Integrated Urban Observatories: Synthesizing Remote and Social Sensing in Urban Science
by: Danlin Yu
Published: (2025-06-01)

Zoneamento agroecológico do município de Lagoa Seca, PB Agroecological zoning of the municipal district of Lagoa Seca, Paraíba State
by: Íris do S. Barbosa, et al.
Published: (2009-10-01)

Using Satellites to Monitor Soil Texture in Typical Black Soil Areas and Assess Its Impact on Crop Growth
by: Liren Gao, et al.
Published: (2025-04-01)

Nighttime light intensity and brightness suitability in urban functional zones
by: Ming Liu, et al.
Published: (2025-07-01)

Multi-criteria Overlay Analysis for Identifying Preferred Exploration Zones on Mars
by: Yousef Mashal, et al.
Published: (2025-01-01)

Flood detection and mapping through multi-resolution sensor fusion: integrating UAV optical imagery and satellite SAR data
by: Mulham Fawakherji, et al.
Published: (2025-12-01)

Geospatial analysis of landslide susceptibility and safe relocation zones: Insights from recent disasters in Gofa Zone, Southern Ethiopia
by: Natnael Agegnehu Ayele, et al.
Published: (2025-01-01)

Permanent and seasonally specific surface heat island structure in urban and non-urban areas in mid-latitude polycentric agglomeration based on Landsat images
by: Aleksandra Renc, et al.
Published: (2024-12-01)

Research on Remote Sensing Quantitative Inversion of Oil Spills and Emulsions Using Fusion of Optical and Thermal Characteristics
by: Zongchen Jiang, et al.
Published: (2025-01-01)

The hot zones are cities: Methodological outcomes and synthesis of surface urban heat island effect in Africa
by: Ronald Reagan Gyimah
Published: (2023-12-01)

Multimodal Prompt-Guided Bidirectional Fusion for Referring Remote Sensing Image Segmentation
by: Yingjie Li, et al.
Published: (2025-05-01)

SolarGAN for Meso-Level Solar Radiation Prediction at the Urban Scale: A Case Study in Boston
by: Yijun Lu, et al.
Published: (2024-12-01)

A Method for Auto Generating a Remote Sensing Building Detection Sample Dataset Based on OpenStreetMap and Bing Maps
by: Jiawei Gu, et al.
Published: (2025-07-01)

Automatic Identification of Potential Renewal Areas in Urban Residential Districts Using Remote Sensing Data and GeoAI
by: Wenzhu Li, et al.
Published: (2025-01-01)

MFFNet: a wavelet transform-based multimodal frequency fusion network for remote sensing semantic segmentation
by: Chao Li, et al.
Published: (2025-12-01)

Modification of a groundwater prospect zone index using remotely sensed data and the analytic network process in the eastern part of Lesvos island, Greece.
by: Terpsichori K. MITSI, et al.
Published: (2022-02-01)

Remote Sensing Image Interpretation for Coastal Zones: A Review
by: Shuting Sun, et al.
Published: (2024-12-01)

Thermal Footprint of the Urbanization Process: Analyzing the Heat Effects of the Urbanization Index (UI) on the Local Climate Zone (LCZ) and Land Surface Temperature (LST) over Two Decades in Seville
by: Nadia Falah, et al.
Published: (2024-11-01)

Global map of characterized dust sources using multisource remote sensing data
by: Ali Darvishi Boloorani, et al.
Published: (2025-08-01)

Evaluating Bias Correction Methods Using Annual Maximum Series Rainfall Data from Observed and Remotely Sensed Sources in Gauged and Ungauged Catchments in Uganda
by: Martin Okirya, et al.
Published: (2025-05-01)

SFT-GAN: Sparse Fast Transformer Fusion Method Based on GAN for Remote Sensing Spatiotemporal Fusion
by: Zhaoxu Ma, et al.
Published: (2025-07-01)

Observation of Urban Atmospheric Environment in High Latitude Regions of China—A Case Study of Harbin
by: Bowen Zhang, et al.
Published: (2025-03-01)

Fine-Grained Land Use Remote Sensing Mapping in Karst Mountain Areas Using Deep Learning with Geographical Zoning and Stratified Object Extraction
by: Bo Li, et al.
Published: (2025-07-01)

Integrating Remote Sensing and Street View Imagery with Deep Learning for Urban Slum Mapping: A Case Study from Bandung City
by: Krisna Ramita Sijabat, et al.
Published: (2025-07-01)

Performance of Green Areas in Mitigating the Alteration of Land Surface Temperature in Urban Zones of Lima, Peru
by: Deyvis Cano, et al.
Published: (2025-04-01)