Virtual Breakout Session for the ISPRS SC Student Chapter: Fostering Global Networking and Collaboration 

To strengthen connections between student chapters, ISPRS SC has been organizing bi-monthly virtual breakout sessions since January 2025. These sessions provide a platform for the founding members of all the student chapters to network, exchange information about the activities of each other’s chapters, and interact with scholars belonging to the ISPRS Community. 

Third Virtual Breakout Session (May 13, 2025) 

The third breakout session, held on 13th May 2025, focused on the theme "Publishing in Journals". It was organised with the intention of providing our student chapter members with guidance on the dos and don’ts of writing a journal article. This event featured Dr Clément Mallet, Editor-in-Chief of the ISPRS Journal of Photogrammetry and Remote Sensing.

During this interactive session, Dr Mallet shared insights on various aspects of writing an academic article, including key considerations authors should bear in mind when submitting to journals, the acceptance-rejection rate of the ISPRS Journal, the concept of novelty sought by editors, the possible use of AI tools in writing, and concerns around plagiarism. Following the talk, two student chapters – ISPRS SC Nepal – Kathmandu University Geomatics Engineering Society and ISPRS SC – India ITM Gwalior Student Chapter gave presentations to introduce their respective chapters and the activities they plan to organise this year. We then held a 10-minute breakout session, in which 3–4 founding members from different chapters were assigned to each room to facilitate direct interaction and networking among members.

We are grateful to Dr Clément Mallet for his valuable presence and for sharing his knowledge with our attendees. Likewise, we appreciated the participation of founding members and advisors from various chapters. The session was moderated by Laxmi, and Efthymios Georgiou, Editor-in-Chief of ISPRS SC, gave the closing remarks.

Attendees of the 3rd ISPRS SC Student Chapters Virtual Session.

ISPRS WG III/3 (Active Microwave Remote Sensing) Webinar Series

The ISPRS WG III/3 (Active Microwave Remote Sensing) webinar series is an ongoing initiative, technically supported by ISPRS SC. These webinars typically last for one hour, with a 40–45-minute lecture followed by 15–20 minutes of discussion. They are held on the second Wednesday of every month and have received strong participation and engagement from attendees.

April Webinar

Date: April 9, 2025
Title: Deep learning for SAR image processing

Speaker: Florence Tupin, Télécom Paris
Moderator: Michael Schmitt

This session started with the introductory remarks and moderation from Michael followed by the presentation and Q/A by Florence. Q/A session was very interactive with lots of questions from the participants and there were 94 participants who attended this webinar.

ISPRS WG ICWG II/Ib (Digital Construction: Reality Capture, Automated Inspection, and Integration to BIM) Webinar Series

The ISPRS SC also provided technical support to the ISPRS WG ICWG II/Ib to organise a webinar series in the month of March and April. Each webinar has two speakers; the first webinar organised in March 27, was entitled ‘Computer Vision and Multi-Modal Data Analytics for Human-AI Collaboration in Civil Systems’ and was delivered by Pingbo Tan, Carnegie Mellon University, USA. Whereas Jiansong Zhang from Purdue University, USA delivered the presentation on the title ‘Empowering Seamless and Universal BIM Interoperability with Invariant Signatures of AEC Objects’.

Likewise, the second webinar of the series was organised in April 29. Borja Garcia de Soto from NYU Abu Dhabi, UAE delivered the first presentation on the title ‘Progress monitoring of construction sites using lidar and computer vision’ and Maarten Bassier from KU Leuven, Belgium delivered the presentation on ‘The Role of Robotics and Automation in Data Acquisition for the Built Environment’. Both the webinars were interactive and were moderated by Jónatas Valença, secretary of the working group.

All these webinars are recorded and shared on the YouTube channel of the ISPRS SC: https://www.youtube.com/@ISPRSSC.

In the Footsteps of Grandtourists: Envisioning Itineraries in Inner Areas for Literary and Responsible Tourism https://doi.org/10.3390/ijgi14020067

Beyond the Road: A Regional Perspective on Traffic Congestion in Metro Atlanta https://doi.org/10.3390/ijgi14020061

Enhancing Spatial Awareness and Collaboration: A Guide to VR-Ready Survey Data Transformation https://doi.org/10.3390/ijgi14020059

The Machine Learning-Based Mapping of Urban Pluvial Flood Susceptibility in Seoul Integrating Flood Conditioning Factors and Drainage-Related Data † https://doi.org/10.3390/ijgi14020057

Use of Semantic Web Technologies to Enhance the Integration and Interoperability of Environmental Geospatial Data: A Framework Based on Ontology-Based Data Access https://doi.org/10.3390/ijgi14020052

Enhancing Precision Beekeeping by the Macro-Level Environmental Analysis of Crowdsourced Spatial Data https://doi.org/10.3390/ijgi14020047

Hexahedral Projections: A Comprehensive Review and Ranking https://doi.org/10.3390/ijgi14030122 Understanding the Carbon Footprint of Tile Transfer for Web Maps https://doi.org/10.3390/ijgi14030107

Climate Change Maps for the Atlas of Switzerland https://doi.org/10.3390/ijgi14030099

The Impact of Built-Up Area Dispersion on the Cultural Heritage of the Region of the South Aegean, Greece https://doi.org/10.3390/ijgi14030097

Mobile Cadastral Application with Open-Source Software in Colombia https://doi.org/10.3390/ijgi14030096

Use and Effectiveness of Chatbots as Support Tools in GIS Programming Course Assignments https://doi.org/10.3390/ijgi14040156

A Model of Building Changes to Support Comparative Studies and Open Discussions on Densification https://doi.org/10.3390/ijgi14040155

Critical Success Factors of Participatory Community Planning with Geospatial Digital Participatory Platforms https://doi.org/10.3390/ijgi14040153

Automated Detection of Pedestrian and Bicycle Lanes from High-Resolution Aerial Images by Integrating Image Processing and Artificial Intelligence (AI) Techniques https://doi.org/10.3390/ijgi14040135

Best Practices for Applying and Interpreting the Total Operating Characteristic
Honnef, Tanner, Pontius, Robert Gilmore
No: 134

Automated Detection of Pedestrian and Bicycle Lanes from High-Resolution Aerial Images by Integrating Image Processing and Artificial Intelligence (AI) Techniques
Antwi, Richard Boadu, Lawson, Prince Lartey, Kimollo, Michael, Ozguven, Eren Erman, Moses, Ren, Dulebenets, Maxim A., Sando, Thobias
No: 135

A New Derivation of the Formula for the Length of a Loxodrome Arc on a Sphere Using Cylindrical Projections
Lapaine, Miljenko
No: 137

A Multidimensional Study of the 2023 Beijing Extreme Rainfall: Theme, Location, and Sentiment Based on Social Media Data
Zhang, Xun, Zhang, Xin, Zhang, Yingchun, Liu, Ying, Zhou, Rui, Raxidin, Abdureyim, Li, Min
No: 136

Multi-Scenario Simulation of Urban Land Expansion Modes Considering Differences in Spatial Functional Zoning
Yang, Jing, Wang, Zheng, Sun, Yizhong
No: 138

Documentation for Architectural Heritage: A Historical Building Information Modeling Data Modeling Approach for the Valentino Castle North Wing
Li, Xiang, Teppati Losè, Lorenzo, Rinaudo, Fulvio
No: 139

Exploring the Use of Data in a Digital Twin for the Marine and Coastal Environment
Haupt, Shelley, Sibolla, Bolelang, Molapo, Raymond, Mdakane, Lizwe, Fourie, Nicolene
No: 140

Geographic Distribution of Lung and Bronchus Cancer Mortality and Elevation in the United States: Exploratory Spatial Data Analysis and Spatial Statistics
Ha, Hoehun
No: 141

A New Typification Method for Combined Linear Building Patterns with the Resolution of Spatial Conflicts
Tong, Ying, Guo, Qingsheng, Zhu, Wei, Zheng, Chuanbang
No: 142

A Selection Method of Massive Point Cluster Using the Delaunay Triangulation to Support Real-Time Visualization
Gong, Chongya, Ai, Tinghua, Xiao, Tianyuan, Yu, Huafei, Liu, Pengcheng
No: 143

Evaluating Shallow Landslide Prediction Mapping by Using Two Different GIS-Based Models: 4SLIDE and SHALSTAB
Moresi, Federico Valerio, Maesano, Mauro, di Cristofaro, Marco, Scarascia Mugnozza, Giuseppe, Brunori, Elena
No: 144

Analysis of Regional Spatial Characteristics and Optimization of Tourism Routes Based on Point Cloud Data from Unmanned Aerial Vehicles
Chen, Yu, Zhong, Hui, Yu, Jianglong
No: 145

Changes in Tourists’ Perceptions of Community-Based Ecotourism (CBET) After COVID-19 Pandemic: A Study on the Country of Origin and Economic Development Level
Oltean, Flavia Dana, Curta, Petru Alexandru, Nagy, Benedek, Huseyn, Arzu, Gabor, Manuela Rozalia
No: 146

Voxel-Based Path Planning for Autonomous Vehicles in Parking Lots
Lin, Zhaoyu, Wang, Zhiyong, Gong, Tailin, Ma, Yingying, Xie, Weidong
No: 147

Nonlinear Impact of Built Environment on Older Adults’ Bus Use Behavior: A Hybrid Model Considering Spatial Heterogeneity
Peng, Jiandong, Li, Jingjing, Yang, Hong, Sun, Lele
No: 148

NPP-VIIRS Nighttime Lights Illustrate the Post-Earthquake Damage and Subsequent Economic Recovery in Hatay Province, Turkey
Li, Feng, Liao, Shunbao, Fu, Xingjian, Liu, Tianxuan
No: 149

Conceptual Neighborhood Graphs of Topological Relations in Z2
Hall, Brendan Patrick, Dube, Matthew Paul
No: 150

The Impact of Residents’ Daily Internet Activities on the Spatial Distribution of Online Fraud: An Analysis Based on Mobile Phone Application Usage
Song, Guangwen, Liang, Jiajun, Wu, Linlin, Liu, Lin, Zhang, Chunxia
No: 151

A New Earth System Spatial Grid Extending the Great Circle Arc QTM: The Spherical Geodesic Degenerate Octree Grid
Ren, Yilin, Zhou, Mengyun, Zhong, Aijun
No: 152

Critical Success Factors of Participatory Community Planning with Geospatial Digital Participatory Platforms
Atzmanstorfer, Karl, Bartling, Mona, Haltofová, Barbora, Zurita-Arthos, Leo, Grubinger-Preiner, Judith, Eitzinger, Anton
No: 153

A Building Group Recognition Method Integrating Spatial and Semantic Similarity
Liu, Huimin, Wang, Wenpei, Tang, Jianbo, Deng, Min, Ding, Chen
No: 154

A Model of Building Changes to Support Comparative Studies and Open Discussions on Densification
Bucher, Bénédicte, Raimbault, Juste, Ndim, Mouhamadou, Raimond, Ana-Maria, Perret, Julien, Dembski, Sebastian, Jehling, Mathias
No: 155

Use and Effectiveness of Chatbots as Support Tools in GIS Programming Course Assignments
Hochmair, Hartwig H.
No: 156

Assess Spatial Equity Considering the Similarity Between GIS-Based Supply and Demand Maps: A New Framework with Case Study in Beijing
Hao, Xiatong, Hu, Xiaojian, Zhang, Ke, Chen, Qian
No: 157

Spatial Agglomeration Characteristics and Impact Factors of the Cultural and Creative Industries in Harbin
Liu, Zuhang, Xu, Daming, Wang, Xinyang
No: 158

Quantitative and Spatially Explicit Clustering of Urban Grocery Shoppers in Montreal: Integrating Loyalty Data with Synthetic Population
Zhang, Duo, Dubé, Laurette, Gieschen, Antonia, Paquet, Catherine, Sengupta, Raja
No: 159

Multi-Scenario Forecasting of Land Use and Ecosystem Service Values in Coastal Regions: A Case Study of the Chaoshan Area, China
Xiong, Zili, Yao, Song, Liu, Hongmei, Yu, Liang
No: 160

Integrating Machine Learning and Geospatial Data for Mapping Socioeconomic Vulnerability to Urban Natural Hazard
Dufitimana, Esaie, Gahungu, Paterne, Uwayezu, Ernest, Mugisha, Emmy, Bizimana, Jean Pierre
No: 161

Computerized Proof of Fundamental Properties of the p-Median Problem Using Integer Linear Programming and a Theorem Prover
Lei, Ting L., Lei, Zhen
No: 162

Explainable Spatio-Temporal Inference Network for Car-Sharing Demand Prediction
Brahimi, Nihad, Zhang, Huaping, Razzaq, Zahid
No: 163

Mapping Spatial Inequity in Urban Fire Service Provision: A Moran’s I Analysis of Station Pressure Distribution
Li, Jianyu, Hu, Mingxing
No: 164

Scientific Production on GPS Trajectory Clustering: A Bibliometric Analysis
Reyes, Gary, Tolozano-Benites, Roberto, Lanzarini, Laura, Estrebou, César, Bariviera, Aurelio F.
No: 165

Design and Development of a Local-First Collaborative 3D WebGIS Application for Mapping
Wang, Bohua, Zhao, Qiansheng, Zeng, Di, Yao, Yibin, Hu, Chunchun, Luo, Nianxue
No: 166

Spatiotemporal Analysis of Urban Vitality and Its Drivers from a Human Mobility Perspective
Wu, Youwan, Xie, Chenxi, Zhang, Aiping, Zhao, Tianhong, Cao, Jinzhou
No: 167

Unveiling the Spatial Inequality of Accessibility to High-Quality Healthcare Resources in the Beijing–Tianjin–Hebei Urban Agglomeration of China: A Focus on the Impacts of Intercity Patient Mobility
Wang, Yandi, Chen, Lin, Liu, Binglin, Tao, Zhuolin
No: 168

MVCF-TMI: A Travel Mode Identification Framework via Contrastive Fusion of Multi-View Trajectory Representations
Lei, Yutian, Guan, Xuefeng, Wu, Huayi
No: 169

Text Geolocation Prediction via Self-Supervised Learning
Wu, Yuxing, Zeng, Zhuang, Liu, Kaiyue, Xu, Zhouzheng, Ye, Yaqin, Zhou, Shunping, Yao, Huangbao, Li, Shengwen
No: 170

Innovation and Research to Support Policies on Sustainable Development Goals: An Integrated ICT Platform for the Definition and Monitoring of Programs in Puglia Region, Italy
Lerario, Antonella, Chieco, Michele, Binetti, Maria Silvia, Uricchio, Vito Felice, Clemente, Massimo, Massarelli, Carmine
No: 171

Generating Large-Scale Origin–Destination Matrix via Progressive Growing Generative Adversarial Networks Model
Yuan, Zehao, Chen, Xuanyan, Chen, Biyu, Luo, Yubo, Zhang, Yu, Teng, Wenxin, Zhang, Chao
No: 172

Spatio-Temporal Analysis of the Redundancies of Construction Land in the Beijing-Tianjin-Hebei Region (2000–2020)
Zhang, Ting, Shen, Rui, Xie, Yongqing, Gao, Haowen, Lv, Weitong
No: 173

Geospatial Analysis of Regional Disparities in Non-Grain Cultivation: Spatiotemporal Patterns and Driving Mechanisms in Jiangsu, China
Chen, Yingxi, Xu, Yan, Ye, Nannan
No: 174

Three-Dimensional Outdoor Pedestrian Road Network Map Construction Based on Crowdsourced Trajectory Data
Tang, Jianbo, Zhang, Tianyu, Ding, Junjie, Tao, Ke, Yang, Chen, Xiang, Jianbing, Ning, Xia
No: 175

Static–Dynamic Analytical Framework for Urban Health Resilience Evaluation and Influencing Factor Exploration from the Perspective of Public Health Emergencies—Case Study of 61 Cities in Mainland China
Chen, Meijie, Peng, Mingjun, Li, Bowen, Cai, Zhongliang, Li, Rui
No: 176

A Study of the Non-Linear Relationship Between Urban Morphology and Vitality in Heritage Areas Based on Multi-Source Data and Machine Learning: A Case Study of Dalian
Li, He, Miao, Li
No: 177

Spatial Analysis of Urban Expansion and Energy Consumption Using Nighttime Light Data: A Comparative Study of Google Earth Engine and Traditional Methods for Improved Living Spaces
Anucharn, Thidapath, Hongpradit, Phongsakorn, Iamchuen, Niti, Puttinaovarat, Supattra
No: 178

Simulating Co-Evolution and Knowledge Transfer in Logistic Clusters Using a Multi-Agent-Based Approach
Salas-Peña, Aitor, García-Palomares, Juan Carlos
No: 179

Georeferencing Building Information Models for BIM/GIS Integration: A Review of Methods and Tools
Azari, Peyman, Li, Songnian, Shaker, Ahmed, Sattar, Shahram
No: 180

The Integration of Geospatial Data for the BIM-Based Inventory of a Skatepark—A Case Study
Klapa, Przemysław, Małek, Maciej
No: 181

Hybrid Learning Model of Global–Local Graph Attention Network and XGBoost for Inferring Origin–Destination Flows
Shan, Zhenyu, Yang, Fei, Shi, Xingzi, Cui, Yaping
No: 182

The Urban–Rural Education Divide: A GIS-Based Assessment of the Spatial Accessibility of High Schools in Romania
Petre, Angelo Andi, Dumitrache, Liliana, Mareci, Alina, Cioclu, Alexandra
No: 183

Park Development, Potential Measurement, and Site Selection Study Based on Interpretable Machine Learning—A Case Study of Shenzhen City, China
Li, Haihong, He, Li
No: 184

Geospatial Framework for Assessing the Suitability and Demand for Agricultural Digital Solutions in Europe: A Tool for Informed Decision-Making
Chalazas, Theodoros, Koukourikos, Antonis, Bauwens, Jan, Berkvens, Nick, Van Beek, Jonathan, Kalatzis, Nikos, Papadopoulos, George, Ilias, Panagiotis, Marianos, Nikolaos, Brewster, Christopher
No: 185

Analysis of Spatial and Driving Factors of National Sanitary Resources in China Using GIS
Deng, Yujia, Feng, Lixia, Cenci, Jeremy, Zhang, Jiazhen, Cai, Jun
No: 186

RouteLAND: An Integrated Method and a Geoprocessing Tool for Characterizing the Dynamic Visual Landscape Along Highways
Misthos, Loukas-Moysis, Krassanakis, Vassilios
No: 187

Spatiotemporal Typhoon Damage Assessment: A Multi-Task Learning Method for Location Extraction and Damage Identification from Social Media Texts
Zou, Liwei, He, Zhi, Wang, Xianwei, Liang, Yutian
No: 189

Heterogeneity Analysis of Resident Demands and Public Service Facilities in Megacities of China from the Perspective of Urban Health Examination
Zhang, Ning, Wang, Shaohua, Liang, Haojian, Huang, Zhuonan, Li, Xiao, Wang, Zhenbo
No: 188

Spatiotemporal Distribution and Evolution of Global World Cultural Heritage, 1972–2024
Lu, Yangyang, Han, Qingwen, Zhang, Zheng, Sun, Zhong, Dai, Jian
No: 190

Pattern Recognition in Urban Maps Based on Graph Structures
Lu, Xiaomin, Zhang, Zhiyi, Song, Haoran, Yan, Haowen
No: 191

Trajectory- and Friendship-Aware Graph Neural Network with Transformer for Next POI Recommendation
Yu, Chenglin, Shi, Lihong, Zhao, Yangyang
No: 192

PixelQuery: Efficient Distance Range Join Query Technique for Visualization Analysis
Pang, Bo, Liu, Zebang, Xiong, Wei, Ma, Mengyu
No: 193

Leveraging Principal Component Analysis for Data-Driven and Objective Weight Assignment in Spatial Decision-Making Framework for Qanat-Induced Subsidence Susceptibility Assessment in Railway Networks
Naeimiasl, Farzaneh, Vahidi, Hossein, Soheili, Niloufar
No: 195

Geospatial Approach to Assess Flash Flood Vulnerability in a Coastal District of Bangladesh: Integrating the Multifaceted Dimension of Vulnerabilities
Sarker, Sajib, Jahan, Israt, Wang, Xin, Azad, Abul
No: 194

Contrastive Learning with Image Deformation and Refined NT-Xent Loss for Urban Morphology Discovery
Hua, Chunliang, Chen, Daijun, Niu, Mengyuan, Gao, Lizhong, Yang, Junyan, Wang, Qiao
No: 196

Evacuation Behavioural Instructions with 3D Motions: Insights from Three Use Cases
Xie, Ruihang, Zlatanova, Sisi, Lee, Jinwoo (Brian), Borrmann, André
No: 197

Geometry and Topology Correction of 3D Building Models with Fragmented and Disconnected Components
Lee, Ahyun
No: 198

Street Legibility and Sustainable Urban Development: Insights from Saudi Arabia’s Addressing System
Alshammari, Maher S.
No: 199

Urban Street Network Configuration and Property Crime: An Empirical Multivariate Case Study
Kefayat, Erfan, Thill, Jean-Claude
No: 200

Automatic Elevation Contour Vectorization: A Case Study in a Deep Learning Approach
Vynikal, Jakub, Pacina, Jan
No: 201

Spatio-Temporal Paths and Influencing Factors of Residential Mobility in Guangzhou: A Micro-Level Perspective of Newly Employed College Graduates
Dai, Xiangjun, Zhou, Chunshan, He, Xiong
No: 202

A Natural Language-Based Automatic Identification System Trajectory Query Approach Using Large Language Models
Guo, Xuan, Yu, Shutong, Zhang, Jinxue, Bi, Huanyu, Chen, Xiaohui, Liu, Junnan
No: 204

Mapping Urban Divides: Analyzing Residential Segregation and Housing Types in a Medium-Sized Romanian City
Vîlcea, Cristiana, Popescu, Liliana
No: 203

Walking to Public Transport: Rethinking Catchment Areas Considering Topography and Surrogate Buffers
Pais, Filipe, Sousa, Nuno, Monteiro, João, Coutinho-Rodrigues, João, Natividade-Jesus, Eduardo
No: 205

Topography–Land Surface Temperature Coupling: A Promising Approach for the Early Identification of Coal Seam Fire Zones
Wang, Yao, Zhang, Mao-Sheng, Yang, Chuanbo, Luo, Da, Dong, Ying, Liu, Hao, Zhang, Xu, Yan, Yuteng, Feng, Li
No: 206

Grid Partition-Based Dynamic Spatial–Temporal Graph Convolutional Network for Large-Scale Traffic Flow Forecasting
Gao, Lifeng, Chen, Liujia, Qiu, Agen, Wang, Qinglian, Wang, Jianlong, Chen, Cai, Zhang, Fuhao, Ou’er, Geli
No: 207

Editorial Board
Pages: ii

Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product
Yujia Chen, Guo Zhang, Hao Cui, Xue Li, Shasha Hou, Chunyang Zhu, Zhigang Xie, Deren Li
Pages: 296-316

DiffSARShipInst: Diffusion model for ship instance segmentation from synthetic aperture radar imagery
Xiaowo Xu, Xiaoling Zhang, Shunjun Wei, Jun Shi, Wensi Zhang, Tianwen Zhang, Xu Zhan, Yanqin Xu, Tianjiao Zeng
Pages: 440-455

Semantically-Aware Contrastive Learning for multispectral remote sensing images
Leandro Stival, Ricardo {da Silva Torres}, Helio Pedrini
Pages: 173-187

SFA-Net: A SAM-guided focused attention network for multimodal remote sensing image matching
Tian Gao, Chaozhen Lan, Wenjun Huang, Sheng Wang
Pages: 188-206

Omni-Scene Infrared Vehicle Detection: An Efficient Selective Aggregation approach and a unified benchmark
Nan Zhang, Borui Chai, Jiamin Song, Tian Tian, Pengfei Zhu, Jiayi Ma, Jinwen Tian
Pages: 244-260

Global patterns and determinants of year-to-year variations in surface urban heat islands
Xuanqing Guo, Huilin Du, Wenfeng Zhan, Yingying Ji, Chenguang Wang, Chunli Wang, Shuang Ge, Shasha Wang, Jiufeng Li, Sida Jiang, Dazhong Wang, Zihan Liu, Yusen Chen, Jiarui Li
Pages: 399-412

Map-Assisted remote-sensing image compression at extremely low bitrates
Yixuan Ye, Ce Wang, Wanjie Sun, Zhenzhong Chen
Pages: 159-172

Precise and efficient high-frequency trajectory estimation for LiDAR georeferencing
Florian Pöppl, Andreas Ullrich, Gottfried Mandlburger, Norbert Pfeifer
Pages: 344-361

Improving XCO2 retrieval under high aerosol loads with fused satellite aerosol Data: Advancing understanding of anthropogenic emissions
Hao Zhu, Tianhai Cheng, Xingyu Li, Xiaotong Ye, Donghao Fan, Tao Tang, Haoran Tong, Lili Zhang
Pages: 146-158

TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types
Zhendong Liu, Liang Zhai, Jie Yin, Xiaoli Liu, Shilong Zhang, Dongyang Wang, Abbas Rajabifard, Yiqun Chen
Pages: 221-243

Mobile robotic multi-view photometric stereo
Suryansh Kumar
Pages: 15-27

Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery
Sukanya Randhawa, Eren Aygün, Guntaj Randhawa, Benjamin Herfort, Sven Lautenbach, Alexander Zipf
Pages: 362-374

Multi-frequency tomographic SAR: A novel 3-D imaging configuration for limited acquisitions
Jian Zhao, Zegang Ding, Zhen Wang, Tao Sun, Kaiwen Zhu, Yuhan Wang, Zehua Dong, Linghao Li, Han Li
Pages: 91-108

InSAR estimates of excess ground ice concentrations near the permafrost table
S. Zwieback, G. Iwahana, Q. Chang, F. Meyer
Pages: 261-273

Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆
Michael Schmitt, Zhong Lu, Franz J. Meyer, Gilda Schirinzi, Florence Tupi
Pages: 398

Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation
Keundeok Park, Donghwan Ki, Sugie Lee
Pages: 78-90

Hybrid depth-event pose estimation for online dense reconstruction in challenging conditions
Guohua Gou, Xuanhao Wang, Yang Ye, Han Li, Hao Zhang, Weicheng Jiang, Mingting Zhou, Haigang Sui
Pages: 328-343

Potential of Sentinel-1 time-series data for monitoring the phenology of European temperate forests
Michael Schlund
Pages: 131-145

Automated registration of forest point clouds from terrestrial and drone platforms using structural features
Yiliu Tan, Xin Xu, Hangkai You, Yupan Zhang, Di Wang, Yuichi Onda, Takashi Gomi, Xinwei Wang, Min Chen
Pages: 28-45

GOOD: Towards domain generalized oriented object detection
Qi Bi, Beichen Zhou, Jingjun Yi, Wei Ji, Haolan Zhan, Gui-Song Xia
Pages: 207-220

3D semantic segmentation: Cluster-based sampling and proximity hashing for novel class discovery
Jing Du, Linlin Xu, Lingfei Ma, Kyle Gao, John Zelek, Jonathan Li
Pages: 274-295

A novel cyanobacteria occurrence index derived from optical water types in a tropical lake
Davide Lomeo, Stefan G.H. Simis, Xiaohan Liu, Nick Selmes, Mark A. Warren, Anne D. Jungblut, Emma J. Tebbs
Pages: 58-77

HeteCD: Feature Consistency Alignment and difference mining for heterogeneous remote sensing image change detection
Wei Jing, Haichen Bai, Binbin Song, Weiping Ni, Junzheng Wu, Qi Wang
Pages: 317-327

Satellite-Based energy balance for estimating actual sugarcane evapotranspiration in the Ethiopian Rift Valley
Gezahegn W. Woldemariam, Berhan Gessesse Awoke, Raian Vargas Maretto
Pages: 109-130

ICESat-2 bathymetry algorithms: A review of the current state-of-the-art and future outlook
Jaehoon Jung, Christopher E. Parrish, Lori A. Magruder, Joan Herrmann, Suhong Yoo, Jeffrey S. Perry
Pages: 413-439

SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images
Hanwen Xu, Chenxiao Zhang, Peng Yue, Kaixuan Wang
Pages: 1-14

SAR altimeter 3-D localization with combined Delay Doppler Image and spatio-temporal echo similarity
Yu Wei, Weibo Qin, Fengming Hu
Pages: 46-57

Towards building floor-level nighttime light exposure assessment using SDGSAT-1 GLI data
Hailan Huang, Bin Wu, Yu Wang, Bailang Yu, Huabing Huang, Wuming Zhang
Pages: 375-397

Editorial Board
Pages: ii

Super-resolution supporting individual tree detection and canopy stratification using half-meter aerial data
Zhu Mao, Omid Abdi, Jori Uusitalo, Ville Laamanen, Veli-Pekka Kivinen
Pages: 251-271

On the consistency and stability of vegetation biophysical variables retrievals from Landsat-8/9 and Sentinel-2
Najib Djamai, Richard Fernandes, Lixin Sun, Gang Hong, Luke A. Brown, Harry Morris, Jadu Dash
Pages: 329-347

GAT-LSTM: A feature point management network with graph attention for feature-based visual SLAM in dynamic environments
Xuan Wang, Yuan Zhuang, Xiaoxiang Cao, Jianzhu Huai, Zhenghua Zhang, Zhenqi Zheng, Naser El-Sheimy
Pages: 75-93

Efficient metric-resolution land cover mapping using open-access low resolution annotations with prototype learning and modified Segment Anything model
W.Y. Shi, H.G. Sui, C.L. Zhang, N. Zhou, M.T. Zhou, J.X. Wang, Z.T. Du
Pages: 19-41

MMFF: Multiview and multi-level feature fusion method within limited sample conditions for SAR image target recognition
Benyuan Lv, Ying Luo, Jiacheng Ni, Siyuan Zhao, Jia Liang, Yingxi Liu, Qun Zhang
Pages: 302-316

RSGPT: A remote sensing vision language model and benchmark
Yuan Hu, Jianlong Yuan, Congcong Wen, Xiaonan Lu, Yu Liu, Xiang Li
Pages: 272-286

Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy
Julius Knechtel, Youness Dehbi, Lasse Klingbeil, Jan-Henrik Haunert
Pages: 59-74

GACraterNet: A collaborative geometry-attribute domain network for enhanced detection of Martian impact craters
Fan Hu, Dong Chen, Jiaming Na, Zhen Cao, Zhenxin Zhang, Liqiang Zhang, Zhizhong Kang
Pages: 133-154

DeepCropClustering: A deep unsupervised clustering approach by adopting nearest and farthest neighbors for crop mapping
Hengbin Wang, Yuanyuan Zhao, Shaoming Li, Zhe Liu, Xiaodong Zhang
Pages: 187-201

Saliency supervised masked autoencoder pretrained salient location mining network for remote sensing image salient object detection
Yuxiang Fu, Wei Fang, Victor S. Sheng
Pages: 222-234

From rice planting area mapping to rice agricultural system mapping: A holistic remote sensing framework for understanding China's complex rice systems
Zizhang Zhao, Jinwei Dong, Jilin Yang, Luo Liu, Nanshan You, Xiangming Xiao, Geli Zhang
Pages: 382-397

Improving visual grounding in remote sensing images with adaptive modality guidance
Shabnam Choudhury, Pratham Kurkure, Biplab Banerjee
Pages: 42-58

TKSF-KAN: Transformer-enhanced oat yield modeling and transferability across major oat-producing regions in China using UAV multisource data
Pengpeng Zhang, Bing Lu, Jiali Shang, Changwei Tan, Qihan Xu, Lei Shi, Shujian Jin, Xingyu Wang, Yunfei Jiang, Yadong Yang, Huadong Zang, Junyong Ge, Zhaohai Zeng
Pages: 166-186

Advancements in satellite-based methane point source monitoring: A systematic review
Fariba Mohammadimanesh, Masoud Mahdianpari, Ali Radman, Daniel Varon, Mohammadali Hemati, Mohammad Marjani
Pages: 94-112

A robust framework for mapping complex cropping patterns: The first national-scale 10 m map with 10 crops in China using Sentinel 1/2 images
Bingwen Qiu, Fangzheng Wu, Xiang Hu, Peng Yang, Wenbin Wu, Jin Chen, Xuehong Chen, Liyin He, Berry Joe, Francesco N. Tubiello, Jianping Qian, Laigang Wang
Pages: 361-381

Reliable-loc: Robust sequential LiDAR global localization in large-scale street scenes based on verifiable cues
Xianghong Zou, Jianping Li, Weitong Wu, Fuxun Liang, Bisheng Yang, Zhen Dong
Pages: 287-301

RoIPoly: Vectorized building outline extraction using vertex and logit embeddings
Weiqin Jiao, Hao Cheng, George Vosselman, Claudio Persello
Pages: 317-328

An nD-histogram technique for querying non-uniformly distributed point cloud data
Haicheng Liu, Zhiwei Li, Peter {van Oosterom}, Martijn Meijers, Chuqi Zhang
Pages: 1-18

SfM on-the-fly: A robust near real-time SfM for spatiotemporally disordered high-resolution imagery from multiple agents
Zongqian Zhan, Yifei Yu, Rui Xia, Wentian Gan, Hong Xie, Giulio Perda, Luca Morelli, Fabio Remondino, Xin Wang
Pages: 202-221

AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection
Xueting Zhang, Xin Huang, Jiayi Li
Pages: 398-409

Evaluating saliency scores in point clouds of natural environments by learning surface anomalies
Reuma Arav, Dennis Wittich, Franz Rottensteiner
Pages: 235-250

Infrared thermal dense point clouds: A new frontier for remote landslide investigation
D. Caliò, M. Intelisano, G. Pappalardo, S. Mineo
Pages: 155-165

New maps of mafic mineral abundances in global mare units on the Moon
Yuzhen Wang, Haijun Cao, Jian Chen, Changqing Liu, Xuejin Lu, Chengxiang Yin, Xiaohui Fu, Le Qiao, Guang Zhang, Chengbao Liu, Peng Zhang, Zongcheng Ling
Pages: 348-360

Self-attention and frequency-augmentation for unsupervised domain adaptation in satellite image-based time series classification
David Gackstetter, Kang Yu, Marco Körner
Pages: 113-132

Editorial Board
Pages: ii

SCAGAT: A scene-aware ensemble graph attention network for global PM2.5 pollution mapping via land–atmosphere interactions
Kaixu Bai, Ke Li, Songyun Qiu, Zhe Zheng, Penglong Jiao, Yibing Sun, Liuqing Shao, Chaoshun Liu, Xinran Li, Zhengqiang Li, Jianping Guo, Ni-Bin Chang
Pages: 19-35

Estimation of surface all-wave net radiation from MODIS data using deep residual neural network based on limited samples
Shaopeng Li, Bo Jiang, Shunlin Liang, Xiongxin Xiao, Jianghai Peng, Hui Liang, Jiakun Han, Xiuwan Yin
Pages: 131-143

MT_GAN: A SAR-to-optical image translation method for cloud removal
Peng Wang, Yongkang Chen, Bo Huang, Daiyin Zhu, Tongwei Lu, Mauro Dalla Mura, Jocelyn Chanussot
Pages: 180-195

Deep learning coupled with split window and temperature-emissivity separation (DL-SW-TES) method improves clear-sky high-resolution land surface temperature estimation
Huanyu Zhang, Tian Hu, Bo-Hui Tang, Kanishka Mallick, Xiaopo Zheng, Mengmeng Wang, Albert Olioso, Vincent Rivalland, Darren Ghent, Agnieszka Soszynska, Zoltan Szantoi, Lluís Pérez-Planells, Frank M. Göttsche, Dražen Skoković, José A. Sobrino
Pages: 1-18

Multimodal large language model for wheat breeding: A new exploration of smart breeding
Guofeng Yang, Yu Li, Yong He, Zhenjiang Zhou, Lingzhen Ye, Hui Fang, Yiqi Luo, Xuping Feng
Pages: 492-513

FarmSeg_VLM: A farmland remote sensing image segmentation method considering vision-language alignment
Haiyang Wu, Weiliang Mu, Dandan Zhong, Zhuofei Du, Haifeng Li, Chao Tao
Pages: 423-439

Tidal flat topography mapping with Sentinel time series using cross-modal sample transfer and deep learning
Pengfei Tang, Shanchuan Guo, Lu Qie, Xingang Zhang, Hong Fang, Liang Wan, Jocelyn Chanussot, Peijun Du
Pages: 69-87

PSeqNet: A crop phenology monitoring model accounting for phenological associations
Qiyu Tian, Hao Jiang, Renhai Zhong, Xingguo Xiong, Xuhui Wang, Jingfeng Huang, Zhenhong Du, Tao Lin
Pages: 257-274

LoGAN: A novel local attentive generative adversarial resizable network for detailed 3D reconstruction of the Martian surface using monocular HiRISE images and DTMs
Jiarui Cao, Rong Huang, Yusheng Xu, Zhen Ye, Jia Qian, Ludwig Hoegner, Xiaohua Tong
Pages: 302-327

Efficient large-scale vegetation mapping at the formation level using multi-source data: A case study in Beijing, China
Jiachen Xu, Yongmei Huang, Kai Cheng, Yi Wang, Tianyu Hu, Hongcan Guan, Yuling Chen, Yu Ren, Mengxi Chen, Zekun Yang, Jiarui Wang, Qinghua Guo
Pages: 36-51

Open-vocabulary generative vision-language models for creating a large-scale remote sensing change detection dataset
Yujie Zan, Shunping Ji, Songtao Chao, Muying Luo
Pages: 275-290

Comparison of gap-filling methods for generating landsat-like land surface temperatures under all-weather conditions
Jiali Guo, Jinling Quan, Wenfeng Zhan, Zhongguan Wen
Pages: 113-130

Deep learning in remote sensing image matching: A survey
Liangzhi Li, Ling Han, Yuanxin Ye, Yuming Xiang, Tingyu Zhang
Pages: 88-112

VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments
Zhen Wang, Dianxi Shi, Chunping Qiu, Songchang Jin, Tongyue Li, Ziteng Qiao, Yang Chen
Pages: 362-381

A vision-language foundation model-based multi-modal retrieval-augmented generation framework for remote sensing lithological recognition
Xiaodao Chen, Yupeng Liu, Wei Han, Xiongwei Zheng, Sheng Wang, Jun Wang, Lizhe Wang
Pages: 328-340

Can satellite observations detect global ocean heat content change with high resolution by deep learning?
Hua Su, Jianchen Teng, Feiyan Zhang, An Wang, Zhanchao Huang
Pages: 52-68

A new approach to color correction and equalization for generating mars global color image mosaics from Tianwen-1 MoRIC images
Xin Ren, Xiaoxia Zhang, Wangli Chen, Wei Yan, Xingguo Zeng, Xu Tan, Xingye Gao, Qiang Fu, Lin Guo, Qing Zhang, Zhaopeng Chen, Guobin Yu, Rujin Zhao, Zhiping He, Jianjun Liu, Chunlai Li
Pages: 291-301

SSRMF: A sparse spectral reconstruction enhanced matched filter for improving point-source methane emission detection in complex terrain
Ke Li, Kaixu Bai, Peng Fu, Penglong Jiao, He Chen, Xinqing Huang, Chaoshun Liu, Ni-Bin Chang
Pages: 238-256

An integrated algorithm to estimate chlorophyll-a concentration in various optical waters using HY-3A CZI
Lan Zhang, Chaofei Ma, Xi Chen, Chen Zhang, Qi Li, Xiaomin Ye, Liqiao Tian
Pages: 402-422

Continuous flood monitoring using on-demand SAR data acquired with different geometries: Methodology and test on COSMO-SkyMed images
Luca Pulvirenti, Giuseppe Squicciarino, Luca Cenci, Luca Ferraris, Maria Virelli, Laura Candela, Silvia Puca
Pages: 382-401

Robust variance–covariance estimation of tropospheric turbulence improves InSAR capability for monitoring of small tectonic displacements
Yunmeng Cao, Ian Hamling, Zhiwei Li, Chris Rollins
Pages: 144-162

BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images
Jiang Long, Sicong Liu, Mengmeng Li, Hang Zhao, Yanmin Jin
Pages: 221-237

Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets
Gaoxiang Yang, Xingrong Li, Yuan Xiong, Meng He, Lei Zhang, Chongya Jiang, Xia Yao, Yan Zhu, Weixing Cao, Tao Cheng
Pages: 163-179

PRISMA imaging for land covers and surface materials composition in urban and rural areas adopting multiple endmember spectral mixture analysis (MESMA)
Giandomenico {De Luca}, Jose Luis Pancorbo, Federico Carotenuto, Beniamino Gioli, Giuseppe Modica, Lorenzo Genesio
Pages: 196-220

Pose-graph optimization for efficient tie-point matching and 3D scene reconstruction from oblique UAV images
Zhihua Xu, Yongze Niu, Jincheng Jiang, Rongjun Qin, Ximin Cui
Pages: 461-491

Deep learning-based bathymetry retrieval without in-situ depths using remote sensing imagery and SfM-MVS DSMs with data gaps
Panagiotis Agrafiotis, Begüm Demir
Pages: 341-361

Mapping seamless surface water dynamics over East Africa semimonthly at a 10-meter resolution in 2017–2023 by integrating Sentinel-1/2 data
Zirui Wang, Zhen Hao, Qichi Yang, Paul Mapfumo, Elijah Nyakudya, Yun Du, Xue Yan, Feng Ling
Pages: 440-460

Minimal rotations in arbitrary dimensions with applications to hypothesis testing and parameter estimation
Jochen Meidow, Horst Hammer
Article: 100085

Comparing Deep Learning models for mapping rice cultivation area in Bhutan using high-resolution satellite imagery
Biplov Bhandari, Timothy Mayer
Article: 100084

Intensity-based stochastic model of terrestrial laser scanners: Methodological workflow, empirical derivation and practical benefit
Florian Schill, Christoph Holst, Daniel Wujanz, Jens Hartmann, Jens-André Paffenholz
Article: 100079

Transfer learning and single-polarized SAR image preprocessing for oil spill detection
Nataliia Kussul, Yevhenii Salii, Volodymyr Kuzin, Bohdan Yailymov, Andrii Shelestov
Article: 100081

Detecting and measuring fine-scale urban tree canopy loss with deep learning and remote sensing
David Pedley, Justin Morgenroth
Article: 100082

Plant trait retrieval from hyperspectral data: Collective efforts in scientific data curation outperform simulated data derived from the PROSAIL model
Daniel Mederer, Hannes Feilhauer, Eya Cherif, Katja Berger, Tobias B. Hank, Kyle R. Kovach, Phuong D. Dao, Bing Lu, Philip A. Townsend, Teja Kattenborn
Article: 100080

A new unified framework for supervised 3D crown segmentation (TreeisoNet) using deep neural networks across airborne, UAV-borne, and terrestrial laser scans
Zhouxin Xi, Dani Degenhardt
Article: 100083

Performance analysis of ultra-wideband positioning for measuring tree positions in boreal forest plots
Zuoya Liu, Harri Kaartinen, Teemu Hakala, Heikki Hyyti, Juha Hyyppä, Antero Kukko, Ruizhi Chen
Article: 100087

Hyperspectral unmixing with spatial context and endmember ensemble learning with attention mechanism
R.M.K.L. Ratnayake, D.M.U.P. Sumanasekara, H.M.K.D. Wickramathilaka, G.M.R.I. Godaliyadda, H.M.V.R. Herath, M.P.B. Ekanayake
Article: 100086