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Spectral-Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

IEEE transactions on geoscience and remote sensing, 2016-08, Vol.54 (8), p.4544-4554

2016

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Learning multiscale and deep representations for classifying remotely sensed imagery

ISPRS journal of photogrammetry and remote sensing, 2016-03, Vol.113, p.155-165

2016

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Incorporating DeepLabv3+ and object-based image analysis for semantic segmentation of very high resolution remote sensing images

International journal of digital earth, 2021-03, Vol.14 (3), p.357-378

2021

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The relationships between landscape compositions and land surface temperature: Quantifying their resolution sensitivity with spatial regression models

Landscape and urban planning, 2014-03, Vol.123, p.145-157

2014

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Quantifying the multilevel effects of landscape composition and configuration on land surface temperature

Remote sensing of environment, 2016-06, Vol.178, p.84-92

2016

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Generating Fuzzy Membership Functions for Modeling Wetland Ecosystems from Multispectral Remote Sensing Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2024-01, Vol.17, p.1-15

2024

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Large-scale urban functional zone mapping by integrating remote sensing images and open social data

GIScience and remote sensing, 2020-04, Vol.57 (3), p.411-430

2020

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An Encoder–Decoder with a Residual Network for Fusing Hyperspectral and Panchromatic Remote Sensing Images

Remote sensing (Basel, Switzerland), 2022-05, Vol.14 (9), p.1981

2022

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Mining parameter information for building extraction and change detection with very high-resolution imagery and GIS data

GIScience and remote sensing, 2017-01, Vol.54 (1), p.38-63

2017

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Fusing multimodal data of nature-economy-society for large-scale urban building height estimation

International journal of applied earth observation and geoinformation, 2024-05, Vol.129, p.103809, Article 103809

2024

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Spectral-Spatial Residual Network for Fusing Hyperspectral and Panchromatic Remote Sensing Images

Remote sensing (Basel, Switzerland), 2022-02, Vol.14 (3), p.800

2022

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Decreasing temperature sensitivity of spring phenology decelerates the advance of spring phenology in northern temperate and boreal forests

Ecological indicators, 2024-04, Vol.161, p.111983, Article 111983

2024

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Context-Enabled Extraction of Large-Scale Urban Functional Zones from Very-High-Resolution Images: A Multiscale Segmentation Approach

Remote sensing (Basel, Switzerland), 2019-08, Vol.11 (16), p.1902

2019

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Multiscale Geoscene Segmentation for Extracting Urban Functional Zones from VHR Satellite Images

Remote sensing (Basel, Switzerland), 2018-02, Vol.10 (2), p.281

2018

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Do Urban Functional Zones Affect Land Surface Temperature Differently? A Case Study of Beijing, China

Remote sensing (Basel, Switzerland), 2019-08, Vol.11 (15), p.1802

2019

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Incorporating Deep Features into GEOBIA Paradigm for Remote Sensing Imagery Classification: A Patch-Based Approach

Remote sensing (Basel, Switzerland), 2020-09, Vol.12 (18), p.3007

2020

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Assessing the impacts of urban functional form on anthropogenic carbon emissions: A case study of 31 major cities in China

Ecological indicators, 2024-10, Vol.167, p.112700, Article 112700

2024

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MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network

IEEE journal of selected topics in applied earth observations and remote sensing, 2023, Vol.16, p.9951-9966

2023

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Spatially varying relationships between land-cover change and driving factors at multiple sampling scales

Journal of environmental management, 2014-05, Vol.137, p.101-110

2014

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Unveiling urban area growth dynamics: insights from a comprehensive study of urban area growth curves

International journal of digital earth, 2024-12, Vol.17 (1), p.1-27

2024

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Functional Classification of Urban Parks Based on Urban Functional Zone and Crowd-Sourced Geographical Data

ISPRS international journal of geo-information, 2021-12, Vol.10 (12), p.824

2021

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Mapping Essential Urban Land Use Categories in Beijing with a Fast Area of Interest (AOI)-Based Method

Remote sensing (Basel, Switzerland), 2021-01, Vol.13 (3), p.477

2021

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A Linear Dirichlet Mixture Model for decomposing scenes: Application to analyzing urban functional zonings

Remote sensing of environment, 2015-11, Vol.169, p.37-49

2015

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Trade-offs among productive-living-ecological lands for facilitating low-carbon and efficient cities: evidences in 30 major Chinese cities from 2015 to 2020

GIScience and remote sensing, 2023-12, Vol.60 (1)

2023

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Water extraction from optical high-resolution remote sensing imagery: a multi-scale feature extraction network with contrastive learning

GIScience and remote sensing, 2023-12, Vol.60 (1)

2023

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Spectral-Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

Learning multiscale and deep representations for classifying remotely sensed imagery

Incorporating DeepLabv3+ and object-based image analysis for semantic segmentation of very high resolution remote sensing images

The relationships between landscape compositions and land surface temperature: Quantifying their resolution sensitivity with spatial regression models

Quantifying the multilevel effects of landscape composition and configuration on land surface temperature

Generating Fuzzy Membership Functions for Modeling Wetland Ecosystems from Multispectral Remote Sensing Images

Large-scale urban functional zone mapping by integrating remote sensing images and open social data

An Encoder–Decoder with a Residual Network for Fusing Hyperspectral and Panchromatic Remote Sensing Images

Mining parameter information for building extraction and change detection with very high-resolution imagery and GIS data

Fusing multimodal data of nature-economy-society for large-scale urban building height estimation

Spectral-Spatial Residual Network for Fusing Hyperspectral and Panchromatic Remote Sensing Images

Decreasing temperature sensitivity of spring phenology decelerates the advance of spring phenology in northern temperate and boreal forests

Context-Enabled Extraction of Large-Scale Urban Functional Zones from Very-High-Resolution Images: A Multiscale Segmentation Approach

Multiscale Geoscene Segmentation for Extracting Urban Functional Zones from VHR Satellite Images

Do Urban Functional Zones Affect Land Surface Temperature Differently? A Case Study of Beijing, China

Incorporating Deep Features into GEOBIA Paradigm for Remote Sensing Imagery Classification: A Patch-Based Approach

Assessing the impacts of urban functional form on anthropogenic carbon emissions: A case study of 31 major cities in China

MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network

Spatially varying relationships between land-cover change and driving factors at multiple sampling scales

Unveiling urban area growth dynamics: insights from a comprehensive study of urban area growth curves

Functional Classification of Urban Parks Based on Urban Functional Zone and Crowd-Sourced Geographical Data

Mapping Essential Urban Land Use Categories in Beijing with a Fast Area of Interest (AOI)-Based Method

A Linear Dirichlet Mixture Model for decomposing scenes: Application to analyzing urban functional zonings

Trade-offs among productive-living-ecological lands for facilitating low-carbon and efficient cities: evidences in 30 major Chinese cities from 2015 to 2020

Water extraction from optical high-resolution remote sensing imagery: a multi-scale feature extraction network with contrastive learning

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