A Scene Unmixing Deep Learning Network for Local Climate Zone Mapping and Analysis Using Very High Resolution Remote Sensing Imagery
With the acceleration of urbanization, the environment and climate necessary for our survival have gradually deteriorated, leading to the increasing prominence of the Urban Heat Island (UHI) effect. Local Climate Zone (LCZ) classification, as a standard of urban morphology, has become an essential t...
| Published in: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
|---|---|
| Main Authors: | X. Tian, J. Li, X. Huang |
| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2024-05-01
|
| Online Access: | https://isprs-archives.copernicus.org/articles/XLVIII-1-2024/629/2024/isprs-archives-XLVIII-1-2024-629-2024.pdf |
Similar Items
Robust Dual Spatial Weighted Sparse Unmixing for Remotely Sensed Hyperspectral Imagery
by: Chengzhi Deng, et al.
Published: (2023-08-01)
by: Chengzhi Deng, et al.
Published: (2023-08-01)
Bi-branch Neural Network for Urban Functional Zone Mapping: Combining Remote Sensing Imagery and Point-of-Interest Data
by: L. Ying, et al.
Published: (2025-08-01)
by: L. Ying, et al.
Published: (2025-08-01)
Automated Surface Runoff Estimation with the Spectral Unmixing of Remotely Sensed Multispectral Imagery
by: Chloe Campo, et al.
Published: (2023-12-01)
by: Chloe Campo, et al.
Published: (2023-12-01)
Robust linear unmixing with enhanced constraint of classification for hyperspectral remote sensing imagery
by: Haoyang Yu, et al.
Published: (2022-11-01)
by: Haoyang Yu, et al.
Published: (2022-11-01)
Urban Built Environment Assessment Based on Scene Understanding of High-Resolution Remote Sensing Imagery
by: Jie Chen, et al.
Published: (2023-03-01)
by: Jie Chen, et al.
Published: (2023-03-01)
Hierarchical Disentangling Network for Building Extraction from Very High Resolution Optical Remote Sensing Imagery
by: Jianhao Li, et al.
Published: (2022-04-01)
by: Jianhao Li, et al.
Published: (2022-04-01)
Enhancing Transparency of Neural Networks for Super-Resolution in Remote Sensing Using Local Attribution Maps
by: M. Marani, et al.
Published: (2025-07-01)
by: M. Marani, et al.
Published: (2025-07-01)
Spectral unmixing approach in hyperspectral remote sensing: a tool for oil palm mapping
by: Hector Vargas, et al.
Published: (2019-05-01)
by: Hector Vargas, et al.
Published: (2019-05-01)
Instance Segmentation in Very High Resolution Remote Sensing Imagery Based on Hard-to-Segment Instance Learning and Boundary Shape Analysis
by: Yiping Gong, et al.
Published: (2021-12-01)
by: Yiping Gong, et al.
Published: (2021-12-01)
Urban Functional Zone Classification Based on High-Resolution Remote Sensing Imagery and Nighttime Light Imagery
by: Junyu Chen, et al.
Published: (2025-04-01)
by: Junyu Chen, et al.
Published: (2025-04-01)
BUILDING EDGE DETECTION FROM VERY HIGH-RESOLUTION REMOTE SENSING IMAGERY USING DEEP LEARNING
by: D. Prabhakar, et al.
Published: (2023-09-01)
by: D. Prabhakar, et al.
Published: (2023-09-01)
A combined Remote Sensing and GIS-based method for Local Climate Zone mapping using PRISMA and Sentinel-2 imagery
by: Alberto Vavassori, et al.
Published: (2024-07-01)
by: Alberto Vavassori, et al.
Published: (2024-07-01)
Generative Simplex Mapping: Non-Linear Endmember Extraction and Spectral Unmixing for Hyperspectral Imagery
by: John Waczak, et al.
Published: (2024-11-01)
by: John Waczak, et al.
Published: (2024-11-01)
Mapping Large-Scale Local Climate Zones From High-Resolution Multiview Satellite Imagery
by: Chun Liu, et al.
Published: (2025-01-01)
by: Chun Liu, et al.
Published: (2025-01-01)
An unmixing-based BRDF correction in spectral remote sensing data
by: Fadi Kizel, et al.
Published: (2023-04-01)
by: Fadi Kizel, et al.
Published: (2023-04-01)
TANet: A Multi-Representational Attention Approach for Change Detection in Very High-Resolution Remote Sensing Imagery
by: Hazem Badawy, et al.
Published: (2025-01-01)
by: Hazem Badawy, et al.
Published: (2025-01-01)
HRMS-SCD:A High-Resolution Multi-Scene Satellite Imagery Dataset for Comprehensive Land-Cover Semantic Change Detection
by: P. Guo, et al.
Published: (2025-07-01)
by: P. Guo, et al.
Published: (2025-07-01)
A globally distributed dataset of coseismic landslide mapping via multi-source high-resolution remote sensing images
by: C. Fang, et al.
Published: (2024-10-01)
by: C. Fang, et al.
Published: (2024-10-01)
Scale effects in mangrove mapping from ultra-high-resolution remote sensing imagery
by: Hanwen Zhang, et al.
Published: (2025-02-01)
by: Hanwen Zhang, et al.
Published: (2025-02-01)
Cross-Domain Transfer Learning for Natural Scene Classification of Remote-Sensing Imagery
by: Muhammad Akhtar, et al.
Published: (2023-07-01)
by: Muhammad Akhtar, et al.
Published: (2023-07-01)
Object-Oriented and Deep-Learning-Based High-Resolution Mapping from Large Remote Sensing Imagery
by: Yijin Wu, et al.
Published: (2021-05-01)
by: Yijin Wu, et al.
Published: (2021-05-01)
Building Extraction Network based on High-resolution Remote Sensing Image
by: H. Li, et al.
Published: (2025-07-01)
by: H. Li, et al.
Published: (2025-07-01)
Exploratory Mapping of Blue Ice Regions in Antarctica Using Very High-Resolution Satellite Remote Sensing Data
by: Shridhar D. Jawak, et al.
Published: (2023-02-01)
by: Shridhar D. Jawak, et al.
Published: (2023-02-01)
An Automatic Mapping Method of Navigation Map for Outdoor Road Scenes
by: X. Guo, et al.
Published: (2024-10-01)
by: X. Guo, et al.
Published: (2024-10-01)
MAPPING OF THE MICRORELIEF STRUCTURES USING MULTITEMPORAL VERY HIGH RESOLUTION SPACE IMAGERY
by: Evgeny Panidi, et al.
Published: (2016-07-01)
by: Evgeny Panidi, et al.
Published: (2016-07-01)
ZY-1 02D Hyperspectral Imagery Super-Resolution via Endmember Matrix Constraint Unmixing
by: Xintong Zhang, et al.
Published: (2022-08-01)
by: Xintong Zhang, et al.
Published: (2022-08-01)
A Heterogeneity-Enhancement and Homogeneity-Restraint Network (HEHRNet) for Change Detection from Very High-Resolution Remote Sensing Imagery
by: Biao Wang, et al.
Published: (2023-11-01)
by: Biao Wang, et al.
Published: (2023-11-01)
Shadow-Aware Nonlinear Spectral Unmixing for Hyperspectral Imagery
by: Guichen Zhang, et al.
Published: (2022-01-01)
by: Guichen Zhang, et al.
Published: (2022-01-01)
ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery
by: Xiang Wen, et al.
Published: (2021-09-01)
by: Xiang Wen, et al.
Published: (2021-09-01)
A Large-Scale Aerial and Satellite Image Dataset for Deep Learning-Based Image Super-Resolution of Very High-Resolution Remote Sensing Imagery
by: Minkyung Chung, et al.
Published: (2025-01-01)
by: Minkyung Chung, et al.
Published: (2025-01-01)
Auto‐encoder‐based shared mid‐level visual dictionary learning for scene classification using very high resolution remote sensing images
by: Gong Cheng, et al.
Published: (2015-10-01)
by: Gong Cheng, et al.
Published: (2015-10-01)
Spectral–Spatial Generative Adversarial Network for Super-Resolution Land Cover Mapping With Multispectral Remotely Sensed Imagery
by: Cheng Shang, et al.
Published: (2023-01-01)
by: Cheng Shang, et al.
Published: (2023-01-01)
Domain Knowledge Decomposition for Cross-Domain Few-Shot Scene Classification From Remote Sensing Imagery
by: Can Li, et al.
Published: (2025-01-01)
by: Can Li, et al.
Published: (2025-01-01)
PRISMA Hyperspectral Satellite Imagery Application to Local Climate Zones Mapping
by: A. Vavassori, et al.
Published: (2024-05-01)
by: A. Vavassori, et al.
Published: (2024-05-01)
A Scene Graph Generation Method for Historical District Street-view Imagery: A Case Study in Beijing, China
by: X. Guo, et al.
Published: (2024-11-01)
by: X. Guo, et al.
Published: (2024-11-01)
Forest cover mapping in post-Soviet Central Asia using multi-resolution remote sensing imagery
by: He Yin, et al.
Published: (2017-05-01)
by: He Yin, et al.
Published: (2017-05-01)
High Spatiotemporal Resolution River Networks Mapping on Catchment Scale Using Satellite Remote Sensing Imagery and DEM Data
by: Peng Li, et al.
Published: (2024-03-01)
by: Peng Li, et al.
Published: (2024-03-01)
Land-Cover Semantic Segmentation for Very-High-Resolution Remote Sensing Imagery Using Deep Transfer Learning and Active Contour Loss
by: Miguel Chicchon, et al.
Published: (2025-01-01)
by: Miguel Chicchon, et al.
Published: (2025-01-01)
Semi-Supervised DEGAN for Optical High-Resolution Remote Sensing Image Scene Classification
by: Jia Li, et al.
Published: (2022-09-01)
by: Jia Li, et al.
Published: (2022-09-01)
Mapping Very-High-Resolution Evapotranspiration from Unmanned Aerial Vehicle (UAV) Imagery
by: Suyoung Park, et al.
Published: (2021-04-01)
by: Suyoung Park, et al.
Published: (2021-04-01)
Similar Items
-
Robust Dual Spatial Weighted Sparse Unmixing for Remotely Sensed Hyperspectral Imagery
by: Chengzhi Deng, et al.
Published: (2023-08-01) -
Bi-branch Neural Network for Urban Functional Zone Mapping: Combining Remote Sensing Imagery and Point-of-Interest Data
by: L. Ying, et al.
Published: (2025-08-01) -
Automated Surface Runoff Estimation with the Spectral Unmixing of Remotely Sensed Multispectral Imagery
by: Chloe Campo, et al.
Published: (2023-12-01) -
Robust linear unmixing with enhanced constraint of classification for hyperspectral remote sensing imagery
by: Haoyang Yu, et al.
Published: (2022-11-01) -
Urban Built Environment Assessment Based on Scene Understanding of High-Resolution Remote Sensing Imagery
by: Jie Chen, et al.
Published: (2023-03-01)
