张学良｜南京大学｜学者主页

2026

A weakly supervised approach for large-scale agricultural parcel extraction from VHR imagery via foundation models and adaptive noise correction

Wenpeng Zhao, Shanchuan Guo, Xueliang Zhang, Pengfei Tang, Xiaoquan Pan, Haowei Mu, Chenghan Yang, Zilong Xia, Zheng Wang, Jun Du, Peijun Du, Peijun Du

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2026

FarSLIP: A Vision-Language Foundation Model for Fine-Grained Remote Sensing Understanding

Zhenshi Li, Xueliang Zhang, Pengfeng Xiao, Xiao Xiang Zhu

DOI

2026

Functional vegetation metrics are more reliable for remotely sensed resilience

Yantao Liu, Pengfeng Xiao, Xueliang Zhang, Siyong Chen, Hao Liu, Chi Xu, Babak M. S. Arani

Geography and sustainability

DOI

2025

VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting

Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models

Dilxat Muhtar, Enzhuo Zhang, Zhenshi Li, Feng Gu, Yanglangxing He, Pengfeng Xiao, Xueliang Zhang

neural information processing systems

DOI

2025

LHRS-Bot-Nova: Improved multimodal large language model for remote sensing vision-language interpretation

Zhenshi Li, Dilxat Muhtar, Feng Gu, Yanglangxing He, Xueliang Zhang, Pengfeng Xiao, Guangjun He, Xiao Xiang Zhu

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2025

Snow wetness retrieval for snowmelt monitoring using dualpolarization SAR data

Wei Ma, Pengfeng Xiao, Xueliang Zhang, Siyong Chen, Hao Liu

Geo-spatial Information Science

DOI

2025

Mapping snow-covered forest albedo via hybrid radiative transfer and machine learning across Northern Hemisphere

Siyong Chen, Pengfeng Xiao, Xueliang Zhang, Petri Pellikka, Hao Liu, Yantao Liu

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2025

Increased vulnerability of Arctic potential ice roads under climate change

Yuanbiao Dong, Pengfeng Xiao, Xueliang Zhang, Daqing Ge, Junchuan Yu, Yangyang Chen, Qiong Wu, Yanni Ma, Rongyuan Liu, Wenbo Luan, Hao Liu, Jie Bai

Communications Earth & Environment

DOI

2024

LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model

Dilxat Muhtar, Zhenshi Li, Feng Gu, Xueliang Zhang, Pengfeng Xiao

Lecture notes in computer science

DOI

2024

RS-Mamba for Large Remote Sensing Image Dense Prediction

Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Fusing daily snow water equivalent from 1980 to 2020 in China using a spatiotemporal XGBoost model

Liyang Sun, Xueliang Zhang, Pengfeng Xiao, Huadong Wang, Yunhan Wang, Zhaojun Zheng

Journal of Hydrology

DOI

2024

FlipCAM: A Feature-Level Flipping Augmentation Method for Weakly Supervised Building Extraction From High-Resolution Remote Sensing Imagery

Xueliang Zhang, Qi Su, Pengfeng Xiao, Wenye Wang, Zhenshi Li, Guangjun He

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

A Cascaded Network With Coupled High-Low Frequency Features for Building Extraction

X Chen, Pengfeng Xiao, Xueliang Zhang, Dilxat Muhtar, Luhan Wang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Improved Snow-Covered Forest Bidirectional Reflectance Model Incorporating Canopy-Intercepted Snow and Atmospheric Effects

Siyong Chen, Pengfeng Xiao, Xueliang Zhang, Hao Liu, Yunhan Wang, Liyang Sun, Gaofei Yin

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Winter snowpack loss increases warm-season compound hot-dry extremes

Hao Liu, Pengfeng Xiao, Xueliang Zhang, Yongxiao Liang, Bo Tang, Siyong Chen, Yantao Liu

Communications Earth & Environment

DOI

2024

Estimating Daily Snow Density Through a Spatiotemporal Random Forest Model

Liyang Sun, Xueliang Zhang, Huadong Wang, Pengfeng Xiao, Yunhan Wang

Water Resources Research

DOI

2023

FDFF-Net: A Full-Scale Difference Feature Fusion Network for Change Detection in High-Resolution Remote Sensing Images

Feng Gu, Pengfeng Xiao, Xueliang Zhang, Zhenshi Li, Dilxat Muhtar

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

Simulating snow-covered forest bidirectional reflectance by extending hybrid geometric optical–radiative transfer model

Siyong Chen, Pengfeng Xiao, Xueliang Zhang, Jianbo Qi, Gaofei Yin, Wei Ma, Hao Liu

Remote Sensing of Environment

DOI

2023

One Model Is Enough: Toward Multiclass Weakly Supervised Remote Sensing Image Semantic Segmentation

Zhenshi Li, Xueliang Zhang, Pengfeng Xiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

A Fine-Grained Unsupervised Domain Adaptation Framework for Semantic Segmentation of Remote Sensing Images

Luhan Wang, Pengfeng Xiao, Xueliang Zhang, Xinyang Chen

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

Winter snow cover influences growing-season vegetation productivity non-uniformly in the Northern Hemisphere

Hao Liu, Pengfeng Xiao, Xueliang Zhang, Siyong Chen, Yunhan Wang, Wenye Wang

Communications Earth & Environment

DOI

2023

Perturbed peer model with joint confidence for semi-supervised object-based classification in urban area

Wenye Wang, Xueliang Zhang, Pengfeng Xiao, Qi Su

International Journal of Remote Sensing

DOI

2023

Effects of Snow Cover on Spring Vegetation Phenology Vary With Temperature Gradient Across the Pan‐Arctic

Youlv Wu, Pengfeng Xiao, Xueliang Zhang, Hao Liu, Yuanbiao Dong, Lian Feng

Journal of Geophysical Research Biogeosciences

DOI

2023

Towards large-scale daily snow density mapping with spatiotemporally aware model and multi-source data

Huadong Wang, Xueliang Zhang, Pengfeng Xiao, Tao Che, Zhaojun Zheng, Liyun Dai, Wenbo Luan

The cryosphere

DOI

2022

中国积雪特性时空分布电子地图集

张学良，王华东，肖鹏峰，郑子贤，冯学智

《中国科学数据(中英文网络版)》

2022

Spectral index-driven FCN model training for water extraction from multispectral imagery

Zhenshi Li, Xueliang Zhang, Pengfeng Xiao

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2022

An improved approach of dry snow density estimation using C-band synthetic aperture radar data

Min Li, Pengfeng Xiao, Xueliang Zhang, Xuezhi Feng, Liujun Zhu

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2022

Patch-Based Training of Fully Convolutional Network for Hyperspectral Image Classification With Sparse Point Labels

Xueliang Zhang, Zixian Zheng, Pengfeng Xiao, Zhenshi Li, Guangjun He

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

Binary and Fractional MODIS Snow Cover Mapping Boosted by Machine Learning and Big Landsat Data

Wenbo Luan, Xueliang Zhang, Pengfeng Xiao, Huadong Wang, Siyong Chen

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

A Novel Multi-Training Method for Time-Series Urban Green Cover Recognition From Multitemporal Remote Sensing Images

Wenye Wang, Shenghua Wan, Pengfeng Xiao, Xueliang Zhang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

Which CAM is Better for Extracting Geographic Objects? A Perspective From Principles and Experiments

Qi Su, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Wenye Wang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

Index Your Position: A Novel Self-Supervised Learning Method for Remote Sensing Images Semantic Segmentation

Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Warmer winters are reducing potential ice roads and port accessibility in the Pan-Arctic

Yuanbiao Dong, Pengfeng Xiao, Xueliang Zhang, Youlv Wu, Huadong Wang, Wenbo Luan

Environmental Research Letters

DOI

2022

Response to RC1

Xueliang Zhang

DOI

2022

Response to RC2

Xueliang Zhang

DOI

2022

Comment on tc-2022-45

Huadong Wang, Xueliang Zhang, Pengfeng Xiao, Tao Che, Zhaojun Zheng, Liyun Dai, Wenbo Luan

DOI

2022

Response to CC1

Xueliang Zhang

DOI

2022

Reply on AC1

Huadong Wang, Xueliang Zhang, Pengfeng Xiao, Tao Che, Zhaojun Zheng, Liyun Dai, Wenbo Luan

DOI

2022

How do snow cover fraction change and respond to climate in Altai Mountains of China?

Shen Qin, Pengfeng Xiao, Xueliang Zhang

International Journal of Climatology

DOI

2022

Evaluating the different responses to climatic factors between snow water equivalent and snow cover area in the Central Tianshan Mountains

Senyao Wu, Xueliang Zhang, Jinkang Du, Huadong Wang

Theoretical and Applied Climatology

DOI

2021

干雪深度反演的同极化相位差模型

宋依娜，肖鹏峰，张学良，卓越，马威

《测绘学报》

2021

Direction-dominated change vector analysis for forest change detection

Pengfeng Xiao, Guangwei Sheng, Xueliang Zhang, Hao Liu, Rui Guo

International Journal of Applied Earth Observation and Geoinformation

DOI

2021

On the Effectiveness of Weakly Supervised Semantic Segmentation for Building Extraction From High-Resolution Remote Sensing Imagery

Zhenshi Li, Xueliang Zhang, Pengfeng Xiao, Zixian Zheng

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2021

Integrating Gate and Attention Modules for High-Resolution Image Semantic Segmentation

Zixian Zheng, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2021

Updating land cover map based on change detection of high-resolution remote sensing images

Rui Guo, Pengfeng Xiao, Xueliang Zhang, Hao Liu

Journal of Applied Remote Sensing

DOI

2021

Object-based island green cover mapping by integrating UAV multispectral image and LiDAR data

Hao Liu, Pengfeng Xiao, Xueliang Zhang, Xinghua Zhou, Jie Li, Rui Guo

Journal of Applied Remote Sensing

DOI

2021

Elevation‐dependent response of snow phenology to climate change from a remote sensing perspective: A case survey in the central Tianshan mountains from 2000 to 2019

Huadong Wang, Xueliang Zhang, Pengfeng Xiao, Zhang Ka, Senyao Wu

International Journal of Climatology

DOI

2020

基于特征优选的GF-3全极化数据积雪识别

马腾耀，肖鹏峰，张学良，马威，郭金金

《遥感技术与应用》

2020

Retrieving snow wetness based on surface and volume scattering simulation

Wei Ma, Pengfeng Xiao, Xueliang Zhang, Yina Song, Tengyao Ma, Lizao Ye

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2020

Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements

Lizao Ye, Pengfeng Xiao, Xueliang Zhang, Xuezhi Feng, Rui Hu, Wei Ma, Haixing Li, Yina Song, Tengyao Ma

IEEE Geoscience and Remote Sensing Letters

DOI

2019

新疆天山及北疆地区积雪反照率差异

盛光伟，肖鹏峰，张学良，冯学智，杨永可，胡瑞，刘豪，张正

《干旱区地理》

2019

青藏高原融雪期积雪反照率特性分析

张正，肖鹏峰，张学良，冯学智，杨永可，胡瑞，盛光伟，刘豪

《遥感技术与应用》

2019

东北地区积雪反照率特性

刘豪，肖鹏峰，张学良，冯学智，杨永可，胡瑞，张正，盛光伟

《冰川冻土》

2019

Object-specific optimization of hierarchical multiscale segmentations for high-spatial resolution remote sensing images

Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2019

The vertical influence of temperature and precipitation on snow cover variability in the Central Tianshan Mountains, Northwest China

Senyao Wu, Xueliang Zhang, Jinkang Du, Xiaobing Zhou, Ye Tuo, Runjie Li, Zheng Duan

Hydrological Processes

DOI

2019

Another look on region merging procedure from seed region shift for high-resolution remote sensing image segmentation

Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Guangjun He

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2019

Multitemporal ensemble learning for snow cover extraction from high-spatial-resolution images in mountain areas

Pengfeng Xiao, Chengxi Li, Liujun Zhu, Xueliang Zhang, Tengyao Ma, Xuezhi Feng

International Journal of Remote Sensing

DOI

2018

玛纳斯河流域积雪区GF-1卫星图像辐射质量比较

胡瑞，肖鹏峰，冯学智，张学良

《遥感技术与应用》

2018

Multiscale Optimized Segmentation of Urban Green Cover in High Resolution Remote Sensing Image

Pengfeng Xiao, Xueliang Zhang, Hongmin Zhang, Rui Hu, Xuezhi Feng

Remote Sensing

DOI

2018

A robust Multi-Band Water Index (MBWI) for automated extraction of surface water from Landsat 8 OLI imagery

Xiaobiao Wang, Shunping Xie, Xueliang Zhang, Cheng Chen, Hao Guo, Jinkang Du, Zheng Duan

International Journal of Applied Earth Observation and Geoinformation

DOI

2018

Detecting Snowfall Events over Mountainous Areas Using Optical Imagery

Jiangeng Wang, Yonghong Zhang, Yinyi Cheng, Xueliang Zhang, Xuezhi Feng, Wei Huang, Hao Zhou

Water

DOI

2017

新疆阿勒泰克兰河中游地区冬季积雪分布及特性分析

卓越，肖鹏峰，冯学智，张学良，杨永可，叶李灶，李成蹊，胡瑞，卞国栋

《冰川冻土》

2017

卫星测高数据监测青海湖水位变化

赵云，廖静娟，沈国状，张学良

《遥感学报》

2017

Snow Grain-Size Estimation Over Mountainous Areas From MODIS Imagery

Jiangeng Wang, Xuezhi Feng, Pengfeng Xiao, Nan Ye, Xueliang Zhang, Yinyi Cheng

IEEE Geoscience and Remote Sensing Letters

DOI

2017

Separate segmentation of multi-temporal high-resolution remote sensing images for object-based change detection in urban area

Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Min Yuan

Remote Sensing of Environment

DOI

2017

Toward combining thematic information with hierarchical multiscale segmentations using tree Markov random field model

Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2017

Cosegmentation for Object-Based Building Change Detection From High-Resolution Remotely Sensed Images

Pengfeng Xiao, Min Yuan, Xueliang Zhang, Xuezhi Feng, Yanwen Guo

IEEE Transactions on Geoscience and Remote Sensing

DOI

2017

A comparison of separate segmentation strategies to reveal geometric changes of buildings in urban area

Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2016

A co-training, mutual learning approach towards mapping snow cover from multi-temporal high-spatial resolution satellite imagery

Liujun Zhu, Pengfeng Xiao, Xuezhi Feng, Xueliang Zhang, Huang Yinyou, Chengxi Li

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2016

Change detection of built-up land: A framework of combining pixel-based detection and object-based recognition

Pengfeng Xiao, Xueliang Zhang, Dongguang Wang, Min Yuan, Xuezhi Feng, Maggi Kelly

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2015

高空间分辨率遥感图像语义分割研究

张学良

《南京大学》

2015

玛纳斯河流域积雪遥感地面同步观测

耶楠，冯学智，肖鹏峰，贺广均，陈妮，张学良，朱榴骏，汪左，李敏，蒋璐媛

《南京大学学报(自然科学)》

2015

山区复杂地形条件下GF-1卫星遥感雪面反射率计算

蒋璐媛，肖鹏峰，冯学智，耶楠，贺广均，张学良

《南京大学学报(自然科学)》

2015

玛纳斯河流域山区雪粒径HJ-1卫星反演

王剑庚，冯学智，肖鹏峰，张学良，朱榴骏，耶楠，李云

《南京大学学报(自然科学)》

2015

基于区域合并的高分辨率遥感图像多尺度分割

张学良，冯学智，肖鹏峰

《南京大学学报(自然科学)》

2015

基于协同分割的高分辨率遥感图像变化检测

袁敏，肖鹏峰，冯学智，张学良，胡永月

《南京大学学报(自然科学)》

2015

面向对象变化检测中多时相图像分割模式影响评价

胡永月，肖鹏峰，冯学智，张学良，袁敏

《南京大学学报(自然科学)》

2015

Segmentation quality evaluation using region-based precision and recall measures for remote sensing images

Xueliang Zhang, Xuezhi Feng, Pengfeng Xiao, Guangjun He, Liujun Zhu

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2015

Extracting Snow Cover in Mountain Areas Based on SAR and Optical Data

Guangjun He, Pengfeng Xiao, Xuezhi Feng, Xueliang Zhang, Zuo Wang, Ni Chen

IEEE Geoscience and Remote Sensing Letters

DOI

2015

Toward Evaluating Multiscale Segmentations of High Spatial Resolution Remote Sensing Images

Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Li Feng, Nan Ye

IEEE Transactions on Geoscience and Remote Sensing

DOI

2015

Multi-scale Segmentation of High-Spatial Resolution Remote Sensing Images Using Adaptively Increased Scale Parameter

Xueliang Zhang, Xuezhi Feng, Pengfeng Xiao

Photogrammetric Engineering & Remote Sensing

DOI

2014

近30年长江中下游平原典型区耕地覆盖变化

常潇，肖鹏峰，冯学智，张学良，杨永可，冯威丁

《自然资源遥感》

2014

Hybrid region merging method for segmentation of high-resolution remote sensing images

Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Jiangeng Wang, Zuo Wang

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2014

Detecting China’s Urban Expansion Over the Past Three Decades Using Nighttime Light Data

Pengfeng Xiao, Xiaohui Wang, Xuezhi Feng, Xueliang Zhang, Yongke Yang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2014

Spectral Similarity Measure Using Frequency Spectrum for Hyperspectral Image Classification

Ke Wang, Bin Yong, Xingfa Gu, Pengfeng Xiao, Xueliang Zhang

IEEE Geoscience and Remote Sensing Letters

DOI

2013

雪粒径高光谱遥感估算模型研究

王剑庚，冯学智，肖鹏峰，梁继，张学良，李海星，李云

《光谱学与光谱分析》

2013

Boundary-constrained multi-scale segmentation method for remote sensing images

Xueliang Zhang, Pengfeng Xiao, Xiaoqun Song, Jiangfeng She

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2013

Sequential edge linking method for segmentation of remotely sensed imagery based on heuristic search

Xiaomin Ji, Xueliang Zhang, Lifeng Zhang

International Conference on Geoinformatics

DOI

2013

Impervious surface extraction from high-resolution satellite image using pixel- and object-based hybrid analysis

Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng

International Journal of Remote Sensing

DOI

2013

Uncertainty analysis of cross-calibration for HJ-1 CCD camera

Zuo Wang, Pengfeng Xiao, Xingfa Gu, Xuezhi Feng, Xiaoying Li, Hailiang Gao, Hui Li, Jintang Lin, Xueliang Zhang

Science China Technological Sciences

DOI

2012

基于图像内容层次表征的遥感图像分割方法

张学良，肖鹏峰，冯学智

《中国图象图形学报》

2011

基于改进区域邻接图的遥感图像多尺度快速分割方法

张学良，肖鹏峰，冯学智

《遥感信息》

2011

An Unsupervised Evaluation Method for Remotely Sensed Imagery Segmentation

Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng

IEEE Geoscience and Remote Sensing Letters

DOI

精选作品

期刊论文

A weakly supervised approach for large-scale agricultural parcel extraction from VHR imagery via foundation models and adaptive noise correction

FarSLIP: A Vision-Language Foundation Model for Fine-Grained Remote Sensing Understanding

Functional vegetation metrics are more reliable for remotely sensed resilience

VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting

Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models

LHRS-Bot-Nova: Improved multimodal large language model for remote sensing vision-language interpretation

Snow wetness retrieval for snowmelt monitoring using dualpolarization SAR data

Mapping snow-covered forest albedo via hybrid radiative transfer and machine learning across Northern Hemisphere

Increased vulnerability of Arctic potential ice roads under climate change

LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model

RS-Mamba for Large Remote Sensing Image Dense Prediction

Fusing daily snow water equivalent from 1980 to 2020 in China using a spatiotemporal XGBoost model

FlipCAM: A Feature-Level Flipping Augmentation Method for Weakly Supervised Building Extraction From High-Resolution Remote Sensing Imagery

A Cascaded Network With Coupled High-Low Frequency Features for Building Extraction

Improved Snow-Covered Forest Bidirectional Reflectance Model Incorporating Canopy-Intercepted Snow and Atmospheric Effects

Winter snowpack loss increases warm-season compound hot-dry extremes

Estimating Daily Snow Density Through a Spatiotemporal Random Forest Model

FDFF-Net: A Full-Scale Difference Feature Fusion Network for Change Detection in High-Resolution Remote Sensing Images

Simulating snow-covered forest bidirectional reflectance by extending hybrid geometric optical–radiative transfer model

One Model Is Enough: Toward Multiclass Weakly Supervised Remote Sensing Image Semantic Segmentation

A Fine-Grained Unsupervised Domain Adaptation Framework for Semantic Segmentation of Remote Sensing Images

Winter snow cover influences growing-season vegetation productivity non-uniformly in the Northern Hemisphere

Perturbed peer model with joint confidence for semi-supervised object-based classification in urban area

Effects of Snow Cover on Spring Vegetation Phenology Vary With Temperature Gradient Across the Pan‐Arctic

Towards large-scale daily snow density mapping with spatiotemporally aware model and multi-source data

中国积雪特性时空分布电子地图集

Spectral index-driven FCN model training for water extraction from multispectral imagery

An improved approach of dry snow density estimation using C-band synthetic aperture radar data

Patch-Based Training of Fully Convolutional Network for Hyperspectral Image Classification With Sparse Point Labels

Binary and Fractional MODIS Snow Cover Mapping Boosted by Machine Learning and Big Landsat Data

A Novel Multi-Training Method for Time-Series Urban Green Cover Recognition From Multitemporal Remote Sensing Images

Which CAM is Better for Extracting Geographic Objects? A Perspective From Principles and Experiments

Index Your Position: A Novel Self-Supervised Learning Method for Remote Sensing Images Semantic Segmentation

Warmer winters are reducing potential ice roads and port accessibility in the Pan-Arctic

Response to RC1

Response to RC2

Comment on tc-2022-45

Response to CC1

Reply on AC1

How do snow cover fraction change and respond to climate in Altai Mountains of China?

Evaluating the different responses to climatic factors between snow water equivalent and snow cover area in the Central Tianshan Mountains

干雪深度反演的同极化相位差模型

Direction-dominated change vector analysis for forest change detection

On the Effectiveness of Weakly Supervised Semantic Segmentation for Building Extraction From High-Resolution Remote Sensing Imagery

Integrating Gate and Attention Modules for High-Resolution Image Semantic Segmentation

Updating land cover map based on change detection of high-resolution remote sensing images

Object-based island green cover mapping by integrating UAV multispectral image and LiDAR data

Elevation‐dependent response of snow phenology to climate change from a remote sensing perspective: A case survey in the central Tianshan mountains from 2000 to 2019

基于特征优选的GF-3全极化数据积雪识别

Retrieving snow wetness based on surface and volume scattering simulation

Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements

新疆天山及北疆地区积雪反照率差异

青藏高原融雪期积雪反照率特性分析

东北地区积雪反照率特性

Object-specific optimization of hierarchical multiscale segmentations for high-spatial resolution remote sensing images

The vertical influence of temperature and precipitation on snow cover variability in the Central Tianshan Mountains, Northwest China

Another look on region merging procedure from seed region shift for high-resolution remote sensing image segmentation

Multitemporal ensemble learning for snow cover extraction from high-spatial-resolution images in mountain areas

玛纳斯河流域积雪区GF-1卫星图像辐射质量比较

Multiscale Optimized Segmentation of Urban Green Cover in High Resolution Remote Sensing Image

A robust Multi-Band Water Index (MBWI) for automated extraction of surface water from Landsat 8 OLI imagery

Detecting Snowfall Events over Mountainous Areas Using Optical Imagery

新疆阿勒泰克兰河中游地区冬季积雪分布及特性分析

卫星测高数据监测青海湖水位变化

Snow Grain-Size Estimation Over Mountainous Areas From MODIS Imagery

Separate segmentation of multi-temporal high-resolution remote sensing images for object-based change detection in urban area

Toward combining thematic information with hierarchical multiscale segmentations using tree Markov random field model

Cosegmentation for Object-Based Building Change Detection From High-Resolution Remotely Sensed Images

A comparison of separate segmentation strategies to reveal geometric changes of buildings in urban area

A co-training, mutual learning approach towards mapping snow cover from multi-temporal high-spatial resolution satellite imagery

Change detection of built-up land: A framework of combining pixel-based detection and object-based recognition

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