• Federica Gaspari – President
• Sujan Sapkota – Vice-President
• FX Anjar Tri Laksono – Newsletter Editor in Chief
• Mercy Akintola – Website Administrator
• Cindy Fernandes Mendes – Designer

• The team is already hard at work delivering tangible activities with measurable impact for its international community. Key upcoming initiatives include:

  • STEP Virtual Symposium (October 28, 2026): A primary focus is the organization of this online pilot event. The symposium will be a one-day webinar featuring special tracks dedicated to the most recent achievements of the research and professional community, as well as the innovative technologies emerging from Student Chapters, amplifying their voices to a global audience. Call for contributions will be soon opened on the website!
  • Peer-to-peer networking initiatives: the new Board is actively developing dedicated peer-to-peer programs designed to facilitate meaningful networking and strengthen professional connections across the global STEP network.
  • Newsletter release: a new edition of Spectrum, the ISPRS STEP newsletter, is in the works. It will feature highlights from the community's experience at the ISPRS Congress in Toronto.
  • Technical webinars: in collaboration with the new ISPRS Technical Commissions, STEP is planning a series of new technical webinars to highlight cutting-edge advancements and provide educational value to early-career professionals. Full calendar and details for end of 2026 and beginning of 2027 will be released soon.

41st International Symposium on Remote Sensing of Environment (ISRSE) will be an integral part of the ISPRS Geospatial Week 2027 in Warsaw Poland, creating a unique forum where geospatial science meets Earth Observation applications for a sustainable and resilient world.

Two Distinguished International Communities — One Shared Vision
The integration of the ISRSE-41 within ISPRS Geospatial Week 2027 represents considerably more than the co-location of two successful scientific events. It reflects the natural convergence of two internationally respected communities whose complementary strengths span the entire geospatial value chain—from scientific discovery and technological innovation through to operational implementation, policy development and societal benefit. 

Workshops proposed within ISRSE-41 will be part of Geospatial Week. All submissions and registrations will be organized under GSW conditions.

Synergy of Remote Sensing and Geospatial Technologies to Advance Sustainable Development Goals for Future Coastal Urbanization and Environmental Challenges in a Riverine Megacity
Minza Mumtaz et al.

Evaluation of Pedestrian-Perceived Comfort on Urban Streets Using Multi-Source Data: A Case Study in Nanjing, China
Jiarui Qin et al.

A Novel Evolutionary Deep Learning Approach for PM2.5 Prediction Using Remote Sensing and Spatial–Temporal Data: A Case Study of Tehran
Mehrdad Kaveh, Mohammad Saadi Mesgari and Masoud Kaveh

Urban Vitality Measurement Through Big Data and Internet of Things Technologies
Young-Long Kim

A Methodological Framework for Assessing Overtourism in Insular Territories—Case Study of Santorini Island, Greece
Akrivi Leka et al.

A Spatial-Network Approach to Assessing Transportation Resilience in Disaster-Prone Urban Areas
Francesco Rouhana and Dima Jawad

Use of Semantic Web Technologies to Enhance the Integration and Interoperability of Environmental Geospatial Data: A Framework Based on Ontology-Based Data Access
Sajith Ranatunga et al.

New Quality Productivity of Agriculture and Rural Areas at the Provincial Scale in China: Indicator Construction and Spatiotemporal Evolution
Xiangyang Cao et al.

Geoinformatics and Machine Learning for Shoreline Change Monitoring: A 35-Year Analysis of Coastal Erosion in the Upper Gulf of Thailand
Chakrit Chawalit et al.

Application of GIS Technologies in Tourism Planning and Sustainable Development: A Case Study of Gelnica
Marieta Šoltésová et al.

Gray–Green Spatial Structure and Nonlinear Threshold Effects on Street Crime: A CatBoost-Based Analysis of Day–Night Patterns in Shanghai

https://doi.org/10.3390/ijgi15040156

SSPRCD: Scene Graph-Based Street-Scene Spatial Positional Relation Change Detection with Graph Differencing and Structural Quantification

https://doi.org/10.3390/ijgi15040161

A Reformulation of the Lambert Conformal Conic Projection with Application to Bulgarian National Mapping

https://doi.org/10.3390/ijgi15040172

Designing Effective Multi-Window Map Interfaces: The Role of Highlighting and Luminance Contrast in Visual Search

https://doi.org/10.3390/ijgi15040180

Technologies and Applications of Geocomputational Tangible User Interfaces

https://doi.org/10.3390/ijgi15050198

From Stars to LETTERS: A Multi-Dimensional, FAIR-Aligned Framework for Geospatial Metadata Quality Evaluation

https://doi.org/10.3390/ijgi15050197

An Overview and Participatory Framework for Choosing Spatial Boundaries in Social–Ecological Systems Modeling

https://doi.org/10.3390/ijgi15050196

Integrating Geospatial Technique, Machine Learning Algorithm, and Public Perceptions for Advancing Urban Heat Island Dynamics Assessment

https://doi.org/10.3390/ijgi15050192

Revealing Nonlinear Relationships Between Urban Morphology and Diurnal Land Surface Temperature via Spatial Heterogeneity

https://doi.org/10.3390/ijgi15050187

When Centroids Mislead: Quantifying the Consequences of Sub-Optimally Aggregating Gridded Raster Data to Polygons

https://doi.org/10.3390/ijgi15060244

Is the Representational Capacity of POI for Population Density Consistent? A Spatiotemporal Assessment at the County Level in China

https://doi.org/10.3390/ijgi15060234

Mechanically Proving Complex Properties of Integer Linear Programs: A Case with the Multi-Level Closest Assignment Constraints

https://doi.org/10.3390/ijgi15060235

From Where to What: The Geo-Intervention Modelling Framework

https://doi.org/10.3390/ijgi15070292

Professor Christopher M. Gold was a distinguished scientist in geographic information science, computational geometry and spatial information modelling, with a career spanning several decades of significant contributions to the development of spatial data structures and geographic information systems. He was particularly well known for his pioneering work on Voronoi diagrams and Delaunay triangulations, and for promoting their use as fundamental tools for spatial analysis, topology, dynamic mapping, terrain modelling and three-dimensional GIS.

Gold held academic and research positions in Canada, including at Université Laval in Québec, where he played an important role in advancing research in geomatics and spatial information science. He later joined The Hong Kong Polytechnic University, contributing to research and education in land surveying and geo-informatics. From 2004 to 2007, he held an EU Marie Curie Chair in GIS at the University of Glamorgan in the United Kingdom, and he later became Emeritus Professor at what is now the University of South Wales. From 2011 to 2016, he served as a Professor (part-time) at Southwest Jiaotong University in Chengdu, China.

Professor Gold had contributed extensively to ISPRS scientific activities in spatial information science. He played an important role in promoting and organizing the series of ISPRS International Workshop on Dynamic and Multidimensional GIS (DMGIS) workshops. He served as Chair of the ISPRS Inter-Commission Working Group II/IV on Dynamic and Multi-dimensional Systems and Applications (2004-2008). In recognition of his outstanding scientific achievements, Professor Gold received the Wang Zhizhuo Award at the XXI ISPRS Congress in Beijing in 2008, becoming the first recipient of this award. The award recognized his important and innovative contributions to spatial information science, particularly in the areas of spatial data structures, Voronoi diagrams, dynamic mapping and 3D modelling.

Beyond his scientific achievements, Chris Gold will be remembered as an original and enthusiastic scientist, a dedicated teacher and mentor, and a strong advocate of international scientific exchange. His ideas and research have left a lasting legacy in geographic information science, and his contributions to ISPRS and the wider geospatial community will continue to be remembered with great respect.

Professor Christopher M. Gold passed away on 12 August 2026. ISPRS extends its sincere condolences to his family, friends, former students and colleagues.

Chen Jun
ISPRS President 2012-2016
August 2026

DiffLiGS: Diffusion-Guided LiDAR-Enhanced 3D Gaussian Splatting
Gong, Shucheng, Xie, Hong, Song, Jiang, Zhu, Longze, Zhang, Hongping
No: 140

Where Matters: Geographic Influences on Emergency Response—A Case Study of Dallas, Texas
Wu, Yanan, Yang, Yalin, Yuan, May
No: 141

Mapping Mental Wellbeing and Air Pollution: A Geospatial Data Approach
Ecclestone, Morgan, Johnson, Thomas
No: 142

Jewelry Store Cluster Forms and Characteristics of Urban Commercial Spaces in Macau
Liang, Jingwei, Zheng, Liang, Deng, Qingnian, Zhu, Yufei, Liang, Jiahai, Chen, Yile
No: 143

LLM-Based Map Conflation: Performance Assessment on Matching Embedded Road Lines
Hacar, Müslüm, Öztürk Hacar, Özge
No: 144

Leveraging Geospatial Techniques and Publicly Available Datasets to Develop a Cost-Effective, Digitized National Sampling Frame: A Case Study of Armenia
Ismailakhunova, Saida, Purevjav, Avralt-Od, Byambasuren, Tsenguunjav, Qader, Sarchil H.
No: 145

ABHNet: An Attention-Based Deep Learning Framework for Building Height Estimation Fusing Multimodal Data
Zhuang, Zhanwu, Li, Ning, Xiao, Weiye, Wu, Jiawei, Zhou, Lei
No: 146

View-Invariant 3D Building Retrieval with Topological Perception-Guided Feature Fusion
Zhang, Xinwen, Ding, Yuan, Lu, Yi, Rui, Xiaoping, Shao, Hua, Zhu, Jin
No: 147

Multilevel Flood Susceptibility Mapping by Fuzzy Sets, Analytical Hierarchy Process, Weighted Linear Combination and Random Forest
Gorsevski, Pece V., Milevski, Ivica
No: 148

Geospatial Dasymetric Modeling and Cluster Analysis with Stability Confidence Measures for Identifying Parcel-Level Naturally Occurring Retirement Communities
Dao, Khac An, Dao, Thi Hong Diep
No: 149

From SYNOP to Station Model Symbols on Web Maps: Leveraging Web Technologies to Implement Standardized WMO Symbology for Synoptic Surface Weather Charts
Balla, Dániel, Gede, Mátyás
No: 150

The Contribution of Geographic Information Systems to Industrial Location Problems: Case Study for Large Photovoltaic Systems on the Coast of the Region of Murcia, Spain
Sánchez-Lozano, Juan Miguel, Guerrero Liquet, Guido C., García-Cascales, M. S., Urbina, Antonio
No: 151

Integrating GIS, Climate Hazards, and Gender Safety in Railway Networks: A Spatial Vulnerability Analysis of Serbia
Valjarević, Aleksandar, Luković, Milan, Radivojević, Dragana, Nahiduzzaman, Kh Md, Radoine, Hassan, Campisi, Tiziana, Fazia, Celestina, Filipović, Dejan, Valjarević, Dragana
No: 152

Effects of HUD Position and Text Information on Navigation Task Performance and Cognitive Load: An Eye-Tracking Study
Fang, Hao, Guo, Hongyun, Nie, Dawu, Yang, Nai, Un, Kim
No: 153

Addressing Issues of SDI Governance and Standardisation: Variety Dynamics Analysis
Love, Terence
No: 154

The Influence of Surface Roughness on GIS-Based Solar Radiation Modelling
Ďuračiová, Renata, Ič, Tomáš, Oberski, Tomasz
No: 155

Gray–Green Spatial Structure and Nonlinear Threshold Effects on Street Crime: A CatBoost-Based Analysis of Day–Night Patterns in Shanghai
Gu, Xuefei, Seo, Jieun
No: 156

A Python GIS-Based Multi-Criteria Assessment to Identify Suitable Areas for Photovoltaic Energy Measures
Ramos-Diez, Iván, Barilari, Sara, Ljunggren, Jonas, Hellsten, Sofie, Ferreras-Alonso, Noelia
No: 157

Multi-Model Fusion for Street Visual Quality Evaluation
Wang, Qianhan, Li, Yuechen
No: 158

Study on the Public Perception Characteristics of Intangible Cultural Heritage in China from the Perspective of Social Media
Tu, Xing, Xia, Yu
No: 159

Harnessing Foundation Models for Optical–SAR Object Detection via Gated–Guided Fusion
Jiang, Qianyin, Liao, Jianshang, Lin, Qiuyu, Zhang, Junkang
No: 160

SSPRCD: Scene Graph-Based Street-Scene Spatial Positional Relation Change Detection with Graph Differencing and Structural Quantification
Guo, Xian, Ding, Wenjing, Wang, Yichuan, Jiang, Jie
No: 161

Synergizing Retrieval and CoT Reasoning via Spatial Consensus for Worldwide Visual Geo-Localization
Tang, Yong, Gong, Jianhua, Li, Yi, Zhou, Jieping, Sun, Jun
No: 163

Progressive Reinforcement Learning for Point-Feature Label Placement in Map Annotation
Cao, Wen, Zhang, Yinbao, Li, Runsheng, Ren, Liqiu, Chen, He
No: 162

Refining Urban Park Accessibility and Service Coverage Assessment Using a Building-Level Population Allocation Model: Evidence from Yongsan-gu, Seoul, Korea
Kim, Sehan, Oh, Choong-Hyeon
No: 165

A Convolutional Autoencoder-Based Method for Vector Curve Data Compression
Zhang, Shuo, Liu, Pengcheng, Ma, Hongran, Guo, Mingwu
No: 164

A Large Language Model for Traffic Flow Prediction Based on Stationary Wavelet Transform and Graph Convolutional Networks
Wang, Xin, Liu, Gang, He, Jing, Zhou, Xiangbing, Luo, Zhiyong
No: 166

Evidentially Driven Uncertainty Decomposition for Weakly Supervised Point Cloud Semantic Segmentation
Wang, Qingyan, Wang, Yixin, Zhang, Junping, Wang, Yujing, Kang, Shouqiang
No: 167

The Validation of InSAR Time Series for Landfill Characterization and Monitoring: A Geospatial Approach to Ecological Security and Land System Sustainability
Allende-Prieto, Cristina, Rodríguez-Gonzálvez, Pablo, Álvarez-Fuertes, David, Perdiguer-Lopez, Raquel
No: 168

The Geography of Water Pipe Use: A Case Study in Tabriz City, Northwestern Iran
Mohammadi, Alireza, Ahmed, Arshad, Pishgar, Elahe, Fatima, Munazza, Bergquist, Robert
No: 169

Reconstructing the Subterranean Canvas: Digital Re-Contextualization of the Dingjiazha M5 Muraled Tomb in Jiuquan
Chen, Yueying, Wei, Wenbin, Xiao, Jie, Zheng, Siqi
No: 170

Noise-Aware Diffusion for City-Scale Air-Quality Reconstruction from Sparse Monitoring Stations
Zheng, Guanglei, Wan, Yuchai, Zhang, Xun, Liu, Xiansheng
No: 171

A Reformulation of the Lambert Conformal Conic Projection with Application to Bulgarian National Mapping
Lapaine, Miljenko, Bandrova, Temenoujka, Krisztián, Kerkovits
No: 172

Modelling Urban Pluvial Flooding in Cincinnati, Ohio, Using Machine Learning
Salau, Oluwadamilola, Quiring, Steven M.
No: 173

Decoding Urban Heat Dynamics: The Role of Morphological and Structural Parameters in Shaping Land Surface Temperature from Satellite Imagery
Stamou, Aikaterini, Karachaliou, Eleni, Tavantzis, Ioannis, Stylianidis, Efstratios
No: 174

Comparative Analysis of Machine Learning–Kriging Integrative Approaches for Enhanced Spatial Prediction of Mineral Exploration Data
Han, Hosang, Suh, Jangwon
No: 175

Optimization of the Job–Housing Balance in Megacities by Integrating Commuting Behavior Patterns: A Case Study of Shenzhen
Bai, Yuhong, Yang, Shuyan, Li, Changfeng, Mu, Wangshu
No: 176

RETRACTED: Yang et al. Unraveling Spatial Nonstationary and Nonlinear Dynamics in Life Satisfaction: Integrating Geospatial Analysis of Community Built Environment and Resident Perception via MGWR, GBDT, and XGBoost. ISPRS Int. J. Geo-Inf. 2025, 14, 131
Yang, Di, Lin, Qiujie, Li, Haoran, Chen, Jinliu, Ni, Hong, Li, Pengcheng, Hu, Ying, Wang, Haoqi
No: 177

A Scalable Geodemographic Baseline for Traffic Safety Monitoring in a Middle-Income Country
Eriskin, Ekinhan
No: 178

Same Streets, Different Contexts: Personality-Based Differences in Cycling Willingness Revealed from Objective and Subjective Perspectives
Xu, Chenfeng, Li, Yihan, Zhu, Zibo, Zou, Zhengyang, Geng, Xing, Hu, Yike
No: 179

Designing Effective Multi-Window Map Interfaces: The Role of Highlighting and Luminance Contrast in Visual Search
Zhang, Jing, Hu, Liyu, Zhu, Yunqi, Zhang, Yu, Kuang, Xuanyi, Li, Jingjing, Gao, Wa
No: 180

Assessing Policy Sensitivity in Grid-Level Depopulation Projections: A Machine Learning-Based Scenario Analysis for South Korea
Jo, Hyeryeon, Ahn, Miyeon, Kang, Youngeun
No: 181

Enterprise Spatial Data Provenance Knowledge Infrastructure
Sadiq, Muhammad Azeem, Langat, Philip Kibet, Neupane, Arjun
No: 182

Unveiling Livelihood Vulnerability and Consumption Declines in U.S. Counties During the COVID-19 Pandemic: A Multilevel Analysis
Park, Seongbeom, Won, Jong Ho, Lee, Jaekyung
No: 183

A Lightweight WebGIS Visualization Platform for Historical and Cultural Heritage Based on Multi-Source Data Fusion
Liu, Zixuan, Tian, Yangge, Xiong, Qingwen, Chen, Duanning
No: 184

Dynamic Evaluation of Ecological Security in Lithium Mining Areas by Integrating Variable Weight Theory with the DPSIRM Framework
Yin, Xunyu, Shu, Wenxiang, Nie, Shengdong, Li, Hengkai, Liu, Hongtao
No: 185

A Scalable Geospatial Transformation Workflow for Structuring Mid-Trip Stops and Hotspot Connectivity from Large-Scale Bike-Sharing GPS Trajectories
Seo, Il-Jung
No: 186

Revealing Nonlinear Relationships Between Urban Morphology and Diurnal Land Surface Temperature via Spatial Heterogeneity
Huang, Ruifan, Wang, Haitao, Ma, Xuying
No: 187

A Semantic-Grid Structural Completion Method for Indoor Space Segmentation from 3D Point Clouds
Tu, Yunlin, Shi, Wenzhong, Sun, Yangjie
No: 188

Impact of Multidimensional Urban Expansion on Thermal Environment Supported by Refined Population Spatial Distribution in Pearl River Delta
Qiu, Yun, Cao, Fangjie, Wang, Qianxin
No: 189

Nonlinearity and Scale Effects: How the Built Environment Modulates Urban Vitality in Multi-Scale Community Life Circles Across Weekdays and Weekends
Fu, Runya, Wang, Enxu
No: 190

Making Participation Tangible: A Methodological Reflection on the Potentials and Limitations of Immersive Virtual Reality, Electrodermal Activity Measurement, and Qualitative Inquiry in the Analysis of Urban Fear Spaces
Reichert, Katrin, Heppenheimer, Anna-Lena, Keil, Julian, Dickmann, Frank, Edler, Dennis
No: 191

Integrating Geospatial Technique, Machine Learning Algorithm, and Public Perceptions for Advancing Urban Heat Island Dynamics Assessment
Sarker, Sajib, Kauser, Md. Rakibul Hasan, Saha, Anik Kumar, Azad, Abul, Wang, Xin
No: 192

Urban Housing Conflicts in Large Canadian Cities: A Spatio-Temporal and Semantic Analysis Using Large Language Models
Trudelle, Catherine, Claramunt, Christophe, Libner, Eliott, Gonzales, Rodolphe
No: 193

Monitoring Spatiotemporal Evolution of Dynamic Fields via Sensor Network Datastream: A Decentralized Event-Driven Approach
Ntankouo Njila, Roger Cesarié, Mostafavi, Mir Abolfazl, Brodeur, Jean, Rivest, Sonia
No: 194

Do We Care Enough About Child Maltreatment?—Analyzing Social Media Discourse on Child Maltreatment in the United States
Gong, Xi, Lu, Yujian, Girardet, Rebecca A., Schreier, Hannah M. C., Li, Zhenlong, Cruz, Theresa H., Lin, Yan
No: 195

An Overview and Participatory Framework for Choosing Spatial Boundaries in Social–Ecological Systems Modeling
Perella, Christina D., Vukomanovic, Jelena, Hickman, Caleb R., Terando, Adam J., Eaton, Mitchell J., Schaefer, Marie
No: 196

From Stars to LETTERS: A Multi-Dimensional, FAIR-Aligned Framework for Geospatial Metadata Quality Evaluation
Ponciano, Claire, Würriehausen, Falk, Schaffert, Markus, Müller, Hartmut, Ponciano, Jean-Jacques
No: 197

Technologies and Applications of Geocomputational Tangible User Interfaces
Haedrich, Caitlin, Petrasova, Anna, Mitas, Ondrej, Jones, Chris, Meentemeyer, Ross K., Mitasova, Helena
No: 198

Retrieval-Augmented Generation-Based Earth Surface System Association Network Optimization and Data Recommendation
Sun, Jiangbing, Zhang, Yan, Tian, Longxing, Li, Jiali, Tian, Miao, Chen, Jie, Tao, Liufeng, Qiu, Qinjun
No: 199

Spatial Analysis of Land Cover Degradation Processes Associated with Aridity in Northwestern Mexico Using Geographically Weighted Regression
López-Osorio, Ramón Fernando, Pérez-Aguilar, Lidia Yadira, Avila-Aceves, Evangelina, Zambrano-Medina, Yedid Guadalupe, Quintero-Morales, María Alejandra, Montiel Andrade, Edgar Rubén
No: 200

Fine-Grained Sentiment Quantification of Media Texts Considering Sentence Type and Holder–Target Awareness
Ju, Xiaoqing, Li, Daichao, Zhu, Yunqiang, Yu, Li, Wang, Qiang, Yang, Yichen, Xia, Renwen, Ye, Peng, Wang, Shu
No: 201

A Study on the Nonlinear Influence of Urban Environment on Outdoor Jogging: Based on an Interpretable GW-RF Hybrid Model
Li, Dong, Liu, Mengmeng, Han, Houzeng, Wang, Jian, Wang, Lei
No: 202

Metro Ridership Disparities and Socioeconomic Inequality: Evidence from Athens, Greece
Gkika, Martha, Karountzos, Orfeas, Kepaptsoglou, Konstantinos
No: 204

Measuring Spatial–Semantic Coupling in Historic Districts Using Space Syntax and the CLIP Model: A Case Study of the South Central Axis Core Area in Beijing
Li, Qin, Yang, Zhenze, Wu, Xingping, Li, Wenlong, Liu, Yijun, Jia, Lixin
No: 203

Comparison of Local Spatial Deviation Indicators with Their Associated Tests: Evidence from Simulations and Applied Cases
Mei, Ruochen, Zhang, Zhi, Xu, Qiuxia
No: 205

Linking Tourism-Transport Pressure to Seasonal Multi-Pollutant Burden in Coastal Türkiye: A Multi-Criteria GIS Framework with Correlation-Based Evaluation
Öztürk, Merve Pınar, Kaya, Ömer
No: 206

LandXML and LandInfra: A Technical Comparison for 3D Cadastre Data Modelling in New South Wales, Australia
Gillespie, Kyle, Paudyal, Dev Raj
No: 207

Topology-Aware Road Extraction from Remote Sensing Images Using Deep Learning and Graph-Based Connectivity Refinement
Teng, Zixuan, Zheng, Zezhong, Sun, Xiangyang, Xue, Hao
No: 208

Cross-Modal Dynamic Feature Fusion for Visible-Infrared Debris Flow Segmentation
Zhang, Mingzhi, Yuan, Hongyong, Song, Dongri, Bao, Chun, Li, Rui, Hu, Zhikun
No: 209

Dense SLAM System Based on Hybrid Representation of Neural Point Cloud and Multi-Resolution Voxel (NPMV-SLAM)
Huang, Qicheng, Zhang, Ruiju, Wang, Jian
No: 210

A GIS-Integrated Spatial Optimization Framework for WEEE Reverse Logistics in High-Density Urban Morphology
Sun, Haijun, Wang, Di
No: 211

Demystifying Geographic “Laws” for Soil Mapping via Interactive Geovisualization
Zhang, Guiming
No: 212

Integrating the Oasis Cooling Effect into a Multidimensional STGP Feature Cube for Cropland Recognition in Xinjiang (2015–2024)
Wang, Ruibo, Cheng, Weiming, Feng, Xinlong, Li, Wei
No: 213

Structural Polarization and the Digital–Physical Misalignment: A Network Evolution Analysis of Citywalk in Internet-Famous Cities
Wang, Yong, Li, Donghua, Zhou, Wenyu, Fu, Linrong, Lu, Lin, Zhang, Chenyang
No: 214

A 5D Orthogonal Decoupling Framework and 16-Bit State-Word-Driven Scheduling Method for 3D Building Models in WebGIS
Zhang, Tong, Shi, Yunfei, Jiang, Wenjie, Lyu, Chunguang, Shi, Shuangshuang
No: 215

Fifteen Years of Cleaner Air in New York City: Spatial Convergence, Childhood Asthma Burden, and the Equity Implications of Neighborhood-Scale Exposure Integration
Lan, Hai, Currin-Brinkman, Frances
No: 216

Addressing GeoAI Governance: An Automated Gatekeeper for Building Outlines in OpenStreetMap
Niroshan, Lasith, Carswell, James D.
No: 217

Euclidean–Fractal Measures of Spatial–Temporal Urban Form and Growth with Data Fusion: The Case of Charlotte and Its Environs, USA
Chen, Qiuxiao, Liu, Yu, Zhou, Long, Chen, Yanguang, Kiang, Heng Chye, Chen, Xiuxiu, Shen, Guoqiang
No: 218

Using a Visual Positioning System for a Geolocated Visualization of an Archaeological Site in Augmented Reality
Mužík, František, Běloch, Lukáš
No: 219

Semi-Supervised AI for Architectural Heritage Classification and Style Lineage Discovery in Chinese Traditional Settlements
Han, Qing, Wang, Zicheng, Yin, Chao, Hou, Zhiwei, Yao, Tianci
No: 221

Tourism Risk Prediction and Influencing Factor Analysis on the Qinghai–Tibet Plateau Based on Interpretable Machine Learning
Li, Ziqiang, Xi, Jianchao, Ye, Sui, Aihemaitijiang, Zumilaiti
No: 220

A Preliminary Study on Mapping Methods of Geographical Features of Archaeological Remains and Ancient Human Behaviors in Prehistoric Settlement Landscape Reconstruction
Yang, Lin, Li, Hui, Yu, Peng, Wu, Weihong
No: 222

Crowd Simulation: A Multi-Dimensional Systematic Mapping Study and Taxonomy
Felemban, Emad, Hammad, Muhammad, Rehman, Faizan Ur
No: 223

A Geospatial Dynamic Warning Distance Model for Road Disaster Risks in Mixed-Traffic Flow Considering Vehicle Response Heterogeneity
Hu, Yanbin, Zhou, Wenhui, Li, Yi, Miao, Hongzhi
No: 224

Exploring the Nonlinear and Interactive Effects of the Built Environment and Air Pollution on Free-Floating Bike-Sharing Usage
Liu, Ziye, Li, Jianyu, Wang, Shumin, Huang, Jingyue, Hu, Mingxing
No: 225

A Case-Based Reasoning Method for Knowledge Graph Place Name Service Composition Integrating Semantic and Graph Structural Similarity
Lu, Wenjuan, Ming, Dongping, Mao, Xi, Wang, Jizhou, Wu, Pengda
No: 226

Enhancing Spatial Orientation and Map-Reading Skills: Using Mental Maps and VR in Field Trips for Geography Students
Czomba, Péter, Czimre, Klára, Teperics, Károly, Bujdosó, Gyöngyi, Molnár, Ernő, Négyesi, Gábor, Juhász, Bálint Bence
No: 227

Marine Geographic Information Systems, Spatial Analysis Tools in the Management Process of Spanish Marine Protected Areas
Mata, Dulce, Gil, Paula, Bellido, Ángela, Tello, Olvido
No: 228

Multi-Agent Deep Reinforcement Learning with Contrastive Policy Diversification and Hierarchical Graph Networks for Urban Traffic Signal Control
Yan, Liping, Jia, Haojie, Wang, Shaofeng, Wu, Peiran, Zhao, Wenzhi
No: 229

Identifying Climate and Anthropogenic Risks Along the Beijing–Hangzhou Grand Canal Using GIS-Based Spatiotemporal Analysis
Shi, Junyi, Yu, Lijun, Liu, Ze, Wang, Hui, Nie, Yueping
No: 230

Visualisation Methodology for Informed Decision-Making Applied to Smart City and Digital Twin Contexts
Raes, Lieven, Crompvoets, Joep
No: 231

A Bi-Level Optimization Method Integrating Evolutionary Game Theory and Deep Reinforcement Learning: A Novel Intelligent Dispatch Model for Ride-Hailing
Yan, Liping, Wu, Peiran, Wang, Shaofeng, Jia, Haojie, Huang, Jingkai
No: 232

Multiple-Aspect Trajectory Indexing with Space-Filling Curves Enhancements for Efficient S2KP Queries
Gryllakis, Fragkiskos, Pelekis, Nikos, Doulkeridis, Christos, Theodoridis, Yannis
No: 233

Is the Representational Capacity of POI for Population Density Consistent? A Spatiotemporal Assessment at the County Level in China
Zhang, Jinyu, Fan, Deqin, Haworth, James, Zhao, Xuesheng, Zhai, Hanxiao, Han, Dongxue
No: 234

Mechanically Proving Complex Properties of Integer Linear Programs: A Case with the Multi-Level Closest Assignment Constraints
Lei, Zhen, Lei, Ting L.
No: 235

MDSR-KG: A Geographical Knowledge Graph Framework for Representing and Quantifying Spatial Relationships
Chen, Ying, Zhang, Jixian, Ge, Juan, Peng, Zhanji
No: 236

A Closed-Loop Framework for Tunnel Blasting Optimization Using Multi-View 3D Reconstruction and Intelligent Recognition
Shi, Jianjun, Sun, Jiayi, Shan, Wenxin, Jia, Yongsheng, Yao, Yingkang, Wang, Hongsheng
No: 237

ICDL-Agent: A Tool-Augmented LLM Agent for Automatic Instrument Workflows in Incoherent Doppler LiDAR Analysis
Li, Jiawei, Han, Yuli, Chen, Chong, Chen, Tingdi, Xue, Xianghui, Pu, Liangyu, Su, Zhaowang, Liu, Hengjia, Zhang, Shuhua, Yang, Jing, Sun, Dongsong
No: 238

Coupled Dynamics of Land-Use Change and Landscape-Pattern Responses Under Multiple Scenarios in the Yangtze and Yellow River Basins
Rao, Qianlong, Li, Jiakai, Zhang, Meng, Liang, Xinqi, Liu, Xunyu, Lu, Miao, Song, Yingqiang
No: 239

Research on the Spatial Differentiation Characteristics and Influencing Factors of Industrial Heritage
Liu, Zexuan, Gao, Jiaji, Yang, Jun
No: 240

A Hybrid Pixel–Object–Rule-Based Classification Framework with Stability Maps for Large-Scale LULC Mapping
Malinverni, Eva Savina, Sanità, Marsia
No: 241

ASTHN: Adaptive Spatio-Temporal Hypergraph Network for Next POI Recommendation
Liu, Fang, Li, Tianrui, Li, Jiangtao
No: 242

Research on Methods for Linking Geoscience Literature and Geoscientific Data Based on Large Language Models
Chen, Xinyu, Ma, Yin, Wu, Kai, Pang, Xing, Li, Guoqing, Ma, Ruikai, Yang, Linhan, Peng, Chuang, Zhi, Jiayu, Yuan, Jiabin
No: 243

When Centroids Mislead: Quantifying the Consequences of Sub-Optimally Aggregating Gridded Raster Data to Polygons
Markakis, Paul J., Malof, Jordan M., Collins, Leslie, Bradbury, Kyle
No: 244

When Hazard Maps Are Not Predictions: A Critical Assessment of MCDA in Glacier Hazard Susceptibility
Gacitua, Ricardo, Pereira, Javier, Astudillo, Hernán, Taramasco, Carla, Contreras, Pedro
No: 245

A Geospatial Framework for Landslide Risk Assessment of Road Infrastructure at a Regional Level in Greece
Misiri, Zoe, Antonopoulou, Alkistis, Depountis, Nikolaos, Ioannidis, Panagiotis, Kazantzidis, Andreas
No: 246

Development of an Urban Digital Twin Based on Geospatial Data: A Case Study of Busan, South Korea
Jeong, Taeyun, Jeong, Dawoon, Kim, Meejeong
No: 247

GRASP: Graph-Enhanced Retrieval for Accurate Schema Pruning in Text-to-SQL
Cheng, Xiangjun, Zhang, Hongmei, Li, Chao, Xu, Sining
No: 248

A User-Based Study on the Graphic Parameters of Pictorial Symbols for Tourist Maps
Konstantinou, Eirini Nektaria, Skopeliti, Andriani, Nakos, Byron
No: 250

How Urban Morphology Is Associated with Simulated Drone Logistics Network Costs: Location Simulation Evidence from 101 Chinese Cities
Wang, Weiwu, Teng, Zhaoyang, Guo, Zihao, He, Jie
No: 249

City Information Modelling and Urban Digital Twins: Global Implementation and Governance
Guo, Chunlan, Liu, Biao, Wang, Furong, Xu, Yong, Zhou, Yu, Chan, Emily Ying Yang, Huang, Bo
No: 251

Towards a Comparison of the Semantic Information of Pan-European Open Building Data
Gabrielli, Lorenzo, Sulis, Patrizia, Thabit, Sara, Minghini, Marco
No: 252

Capturing Spatial Non-Stationarity in Agricultural Land Sustainability: A Geographically Weighted Logistic Regression Approach
Siswanto, Budi, Wikantika, Ketut, Deliar, Albertus, Susantoro, Tri Muji
No: 253

Trajectory-Driven Road Network Extraction via Coupled Multi-Level Grid Semantics
Zhang, Yunfei, Zhu, Hongjie, Wu, Baifa, Sun, Naisi, Zhang, Cuifeng, Zhong, Tianyu, Shi, Chaoyang
No: 254

Spatial Clustering Patterns of Domestic and International Tourists: Integrating Machine Learning Classification with Spatial Statistics for Bilingual Review Analysis
Pleerux, Narong, Nakpathom, Parinya, Anuraksakornkul, Phannipha
No: 255

Beyond the 3-30-300 Rule: Construction of a Scalable Composite Index for the Evaluation of Urban Green—The Ferrara Case Study
Galeota Lanza, Giovanna, Cipriano, Piergiorgio, Ciliberti, Marika, Pappalardo, Salvatore Eugenio, De Marchi, Massimo
No: 256

An Improved ACO for the Urban Logistics Delivery Problem Considering Dynamic Traffic Conditions and Customer Service Quality
Zhang, Han, Li, Yuanyuan, Mei, Hongbo, Hu, Xudong, Zhang, Yajing
No: 257

A Refined Span Classification Model for Recognizing Nested Named Entity in Marine Meteorological Disaster Texts
Ni, Weijian, Wang, Wenjing, Xie, Nengfu, Liu, Tong, Zeng, Qingtian, Liu, Cong
No: 258

Evaluating Geovisualizations Based on Open Data: An Integrative Framework for Engagement, Openness, and Accessibility
Miletić, Andrea, Divjak, Ana Kuveždić
No: 259

Development Potential Assessment and Sustainable Utilization Pathways of Idle Rural Resources in Mountainous Counties of Eastern China: A Case Study of Suichang County, Zhejiang Province
Cai, Bifan, Wang, Zhiming
No: 260

Preliminary Image-Observability Screening of Human-Interpreted Parcel Boundaries Using Radiometric Edge Proximity: A Case Study in Vientiane, Lao PDR
Kim, Jisung, Yun, Hong-Sik, Lee, Seung-Jun
No: 261

Evaluating the Suitability of Urban Dark Sky Parks Based on Multi-Source Geospatial Data: A Case Study of Wuhan, China
Guo, Ruili, Zhang, Yeping, Xu, Zhibo, Zhou, Yejing
No: 262

A Hybrid ARIMA-CNN-LSTM Framework Based on Serial Decomposition for Non-Stationary Water Level Forecasting in Qinghai Lake
Hou, Pengfei, Wang, Jingxu, Qiu, Shike, Li, Shuangquan, Jia, Xiang, Li, Yangguang, He, Danni, Ma, Yufeng, Zhang, Di, Du, Jun
No: 263

Building-Level Population Estimation Method Using a Bayesian-Informed Hierarchical Learning Model
Deng, Jin, Deng, Ying, Liu, Jianfeng, Zhu, Yadi, Yang, Guanhua, Hu, Zhou
No: 264

Escaping the Rising Flow: A Social Force Model for Underground Flood Evacuation Incorporating Drag, Heterogeneity, and Leader-Following
Wan, Yixin, Cai, Wenqian, Li, Weihong, Chen, Yebin, Li, Yuanjin, Hao, Guangcun
No: 265

Computational Mapping of Linguistic Landscape Transformation in an At-Risk Urban Cultural Landscape: A 17-Year Street-View Study of Daerim-Dong, Seoul
Gu, Yu, Kang, Rui, Wang, Ha
No: 266

A Controllable Hill-Shading Method Based on Hierarchical Terrain Structure Priors
Fan, Jiawei, Wang, Yue, Jiang, Wenping, Xi, Daping, Lyu, Xinyue, Wang, Yu
No: 267

Multi-Metric Flood Hazard Characterization Using Daily Rainfall Runoff Dynamics: A Comparative Analysis of Rufiji and Mirongo Catchments, Tanzania
Sumari, Neema Simon, Maginga, Theofrida J.
No: 268

How Does the Built Environment Affect Intermodal Demand Between Bus and Metro: An Ensemble Explainable Machine Learning Analysis
Zhang, Hui, Qu, Ke
No: 269

A Hybrid Spatio-Textual Matching Approach for Evaluating Historical Web-Derived Address Data with Spatial Consistency Assessment: A Case Study of the 2009 Administrative Delineation of Şişli, Istanbul
Kusak, Lutfiye, Ucar, Dogan
No: 270

DTAE-CCP: Decoupled Truck Activity Encoder with Causal Cascade Prediction for Truck Stop Behaviors
Chen, Xiaokang, Kong, Weiyang, Zhang, Wenbo, Yang, Qingchang, Hu, Jingkun
No: 271

GeoPROV: A Domain-Specialised Provenance Model for Spatial Data Supply Chains
Sadiq, Muhammad Azeem, Langat, Philip Kibet, Neupane, Arjun
No: 272

Mastering the Twin–Game: Hierarchical Reinforcement Learning in a Digital Twin Sandbox for Adaptive Urban Healthcare Optimization—A Case Study of Wuhan
Hu, Yuxuan, Wang, Shaohua, Liang, Haojian
No: 273

Analyzing the Non-Linear Correlation Between Streetscape Accessibility Elements and Urban Restorativeness Using Explainable Machine Learning Models
Lin, Jinying, Zhang, Zhe, Qiu, Hualong, Huang, Zhihuan
No: 274

Multisource Satellite Data-Driven Machine Learning Approach for Rice Yield Prediction
Tiwari, Sudheer Kumar, Srivastava, Vinay Kumar, Agrawal, Sonam
No: 275

What Facilities and Layout Create a 15-Minute Living Circle for Green Travel
Zhang, Yixin, Liu, Jian, Bonino, Michele
No: 276

Characterizing Spatiotemporal Hydrological Responses During Extreme Flooding: A Residual Analysis Using SMAP Data
Abeygunasekara, Hashani, Pokharel, Badal, Lim, Samsung
No: 277

Big Data Analytics for Geospatial Decision-Making in Smart Cities: A Review of Spatial Data, GeoAI and Urban Digital Twins
Theodorakopoulos, Leonidas, Theodoropoulou, Alexandra
No: 278

FloodSeg: A Shift and Sequence-Shuffle Based Mamba-CNN for Flood Segmentation Using Remote Sensing Images
Zhao, Zhengguang, Zhang, Ruixin, Guo, Haoran, Zhang, Jun, Liu, Yaohui, Chen, Xiaoxian, Wang, Chunlei
No: 279

Spatiotemporal Network Evolution and Configuration Analysis of Ecological Space Service Value in Arid Zones
Zhu, Chunbo, Gu, Guozheng, Wang, Peijun
No: 280

Assessment of LULC Mapping over Egypt Using a Satellite-Based MODIS Dataset: A Comparative Analysis with WRF Model Static Dataset Options
Morsy, Mostafa, Abdallah, A. A., Aboelkhair, Hassan
No: 281

Enhancing the Interpretability of 3D City Model Validation Through Web Visualization: The Case Study of the CHEK Validation Results Viewer
Akın, Alper Tunga, Villar, Alejandro, Diakite, Abdoulaye, El Yamani, Siham, Stoter, Jantien, Noardo, Francesca, Atkinson, Robert, Zaborowski, Piotr
No: 282

Measuring the Spatiotemporal Heterogeneity of Commercial Vitality Around Greenfield Semiconductor Facilities: A Human Mobility Perspective
Shen, Xinyue, Kong, Jie, Shen, Xiwei
No: 283

Design Methodology Integrating Knowledge Graphs and Relational Databases for the Xinjiang Smart Tourism WebGIS System
Xie, Shaodong, Li, Angze, Zheng, Fei, Kurishbayev, Akhylbek Kazhigulovich, Imanmadi, Duman, Yin, Yue
No: 284

Integrating Field Measurements for Event-Based Flood Modeling: A Case Study of the Bagmati–Nakkhu Confluence, Nepal
Khatiwada, Rishav, Kharel, Shisir, Shrestha, Reshma, Baral, Pragyan, Nepal, Saurav, Chand, Abhinav, Maskey, Ramesh Kumar, Paudyal, Dev Raj
No: 285

Spatial Association of Public Electric Vehicle Charging Stations and Urban Public Facilities: A Comparative Study of Historic and New Development Districts in Suzhou
Wang, Jiayu, Wang, Can
No: 287

Deciphering Mobility in “Strip Cities”: Multiscale Mechanisms and Spatial Fusion of Ride-Hailing Demand Under Topographical Constraints
Wang, Di, Jin, Shuxin, Lin, Lin
No: 286

Revealing Spatial Heterogeneity and Drivers of Day–Night Mobility Differentiation Among Chinese Migrants in Seoul via Multiscale Geographically Weighted Regression
Wei, Hanbin, Zheng, Yiting, Sang, Xiaolei, Zhou, Mengru, Kang, Sunju
No: 288

The Context-Dependent Influence of Eye-Level Motor Traffic on Metro-Integrated Cycling: An AIGC-Enhanced Analysis
Yuan, Suyang, Yang, Jianqiang, Zhang, Yunhan, Yang, Kairui, Ma, Chenxi
No: 289

Toward Multimodal Seamless Navigation in Smart Cities: A Critical Review of Positioning, Navigation Data, Route Planning, and Guidance
Kim, Munsu, Kim, Misun, Lee, Jiyeong
No: 290

Spatiotemporal Dynamics of Ecosystem Services Under Land Use and Climate Change Scenarios on Hainan Island, China
Chen, Jing, Huang, Xiaodong, Wang, Ying, Chen, Zhixuan, Feng, Xiangning
No: 291

From Where to What: The Geo-Intervention Modelling Framework
Wen, Richard, Li, Songnian
No: 292

A Comprehensive Survey on Diffusion Model-Driven 3D Reconstruction: Methods, Datasets, and Prospects
Yao, Qianwen, Liu, Caixia, Liang, Jiulin, Li, Haisheng, Wu, Xiaoqun, Teng, Xiaoqiang
No: 293

Macro-Regional Spatial Decision Support for Geo-Distributed Data Center Siting in Europe: Regional Screening and Robustness Under Weight Uncertainty
Bresfelean, Vasile Paul, Comes, Calin-Adrian, Pop-Nistor, Paula
No: 294

A Spatial Decision-Making Framework for Electric Vehicle Charging Station Planning in Hot-Climate Cities: A Case Study of Kuwait
Çodur, Muhammed Yasin, Kaya, Ömer, Çodur, Merve Kayacı
No: 296

Constructing and Validating a Geometric–Organic Index for Road Networks in Qing Dynasty County Cities
Teng, Longyin, Li, Lin, Dai, Jian
No: 295

Assessing Spatial Fragmentation: An Analysis Utilizing Multi-Source Data in Xi’an, China
Wang, Wenda, Guo, Xiaoxiao, Yang, Xuting, Zhang, Ning, Wang, Shaohua, Wang, Zhenbo, Zhou, Liang, Liu, Chang, Liang, Xiaojian
No: 297

Delineating and Typologizing Urban Innovation Districts Beyond Administrative Boundaries Using Multi-Source Geospatial Data: Evidence from Shanghai
Ding, Menglin, Chen, Ruiqi, Diao, Haifeng, Jia, Weiyi
No: 298

Multi-Scale Geo-Temporal Crime Embedding (MSG-TCE): A Hierarchical Spatiotemporal Framework for Crime Prediction with Hyperbolic Spatial Pooling and Periodic Transformers
Jean, Rosny, Roy, Stabak
No: 299

From Point Clouds to Coherent Rooms: A Topology-Driven Approach for Indoor Space Subdivision
Cui, Yining, Zuo, Ying, Li, Lin, Wu, Yukun, Zhu, Haihong
No: 300

BIM Data Dictionaries for Semantic Classification and Attribution of Geospatial Features in GISs
Schilling, Sebastian, Clemen, Christian
No: 301

Geo-CRDT: Geometry-Aware Collaborative Spatial Editing with Robust Topology Preservation
Zhang, Pengcheng, Shao, Zhongbo, Xu, Lin, Gao, Jingju, Yu, Tian, Chen, Jifa, Hu, Ling
No: 302

Site Selection for Wind Turbine Recycling Center Based on GIS and DEA
Zhao, Ruian, Ren, Jianwei, Xiang, Xinyu, Du, Yu, Zhou, Yuan
No: 303

Integrated GIS Multi-Criteria Analysis with AHP and Remote Sensing for Identifying and Monitoring High-Risk Areas of Illegal Border Crossing
Obhođaš, Jasmina, Radočaj, Dorijan, Vinković, Andrija, Legović, Tarzan, Radun, Branimir, Ćaleta, Bruno, Teskera, Tea, Dolan, Andrew, Knežević, Mara, Marković, Slobodan, Sintić, Gilio Toić, Campbell, Gordon, Corvino, Maria Michela
No: 304

Preliminary Insights into Economic Well-Being from a Geospatial Perspective: Empirical Evidence from 6 Counties in China
Liu, Jie, Jiang, Wei, Long, Tengfei, Pang, Zhiguo, Liu, Ming, Yan, Denghua, Ding, Xiaohui, Adam, Elhadi, Kawasaki, Akiyuki
No: 305

Lightweight 3DGS-SLAM for Memory-Constrained Environments: Spatial-Aware Truncation and Adaptive Antihallucination Restoration Mechanism
Fan, Honghui, Li, Zikai, Zhu, Hongjin, Chen, Wenhe
No: 306

A GIS-Based Entropy–AHP Hybrid Framework for Site Suitability Assessment of Radio Astronomy Observatories in Southern Jordan
Aladwan, Zubeida, Al-Mashaqbeh, Alia, Abdulrahman, Renad, Aldala’in, Shatha, Al Rawashdeh, Shatha
No: 307

Retrospective Assessment of Urban Flooding Susceptibility on the Qinghai–Tibet Plateau Under Data Scarcity
Liu, Yuheng, Su, Libin, Yang, Yongtao, Guo, Yonggang, Gong, Tongliang
No: 309

A VGI-Based Intelligent Agent for Quality Inspection and Data Fusion of Building Data
Ji, Yingjie, Liu, Song, Nie, Shiqiang, Wang, Jinyu, Wu, Weiguo
No: 308

GeoIR-Compiler: A Geospatial Intermediate Representation and Compilation Framework for Chinese Urban Spatial Question Answering
Zhang, Chaolin, Deng, Jiqiu, Zhang, Hui, Li, Longbo, Sun, Liji, Ma, Xiao
No: 310

Extraction of Non-Motorized Lane Information and Rideability Assessment Framework Based on Cycling Data
Cong, Ruibo, An, Xiaoya, Niu, Yuqing, Luo, Lu, Li, Bozhao, Cai, Zhongliang
No: 311

Generative Artificial Intelligence in Geography: Structure and Evolution of an Emerging Field
Ng, Sai-Leung, Chu, Chien-Min
No: 312

User-Comfort Pathfinding: Integrating Thermal Imagery and Street-Level Vegetation Analysis into Multi-Criteria Pedestrian Routing
Mansour, Saffa, Itair, Mohammed, El Meouche, Rani, Talon, Aurelie, Breul, Pierre
No: 313

Future Urban and Rural Built-Up Land Change and Implications for Biodiversity in China
Li, Roujing, Zhou, Ya, Geng, Hao, Zhang, Liqiang
No: 314

Robust Visual SLAM with Multi-Level Adaptive Image Enhancement
Dai, Qiaobin, Yue, Zhe, Yu, Wangyang, Zhang, Xuerong, Lian, Zengzeng
No: 315

Video Geospatial Mapping of Large-Scale Tower-Based Cameras Based on 3D GIS and Gradient Descent
Ling, Xianguo, Zhang, Xingguo, Li, Xin, Meng, Xiangfei
No: 316

A GIS-Based Spatiotemporal Digital Twin-Oriented Framework for a Dammed River Shoreline: Methods, Validation, and Multi-Epoch Analysis
Templin, Tomasz, Leszczyńska, Julia, Popielarczyk, Dariusz, Zglejc, Katarzyna
No: 317

Block-Scale Mapping and Coupling Coordination Diagnosis of Multidimensional Urban Vitality Using Multi-Source Geospatial Big Data: A Case Study of Central Nanjing, China
Xia, Youhui, Gao, Xinyu, Jiang, Xiuxian, Ren, Jingyi, Wei, Feng
No: 318

GIS-Based Suitability Analysis of LPG Refill Stations Using Boolean and Hybrid Multi-Criteria Approaches: A Case Study of Nairobi, Kenya
Onchagwa, Dorothy, Mutua, Felix
No: 319

From the Sky to the Garden: A Top-Down and Bottom-Up Methodology for Estimating Population Trends in Port Moresby’s Informal Settlements
Dare, Bradley, Kealy, Shimona
No: 320

Anchor-Guided Balanced Learning for Trajectory Representation
Liu, Kaiyue, Zhou, Hang, Xu, Zhouzheng, Li, Bingyi, Wu, Yuxing, Fan, Chaofan, Gong, Junfang, Li, Shengwen
No: 321

The Link Between Urban Resilience and Sustainable Development: Research Trends in Global Nature-Based Solutions Based on Bibliometric Analysis Using CiteSpace and VOSviewer
Zhu, Li, Song, Meihua, Lee, Lien-Chieh, Zhou, Wei, Liu, Junjun, Wu, Ting, Yuan, Xudong
No: 322

Immersive Ocean: A Virtual Twin for Participatory Decision Support in Maritime Spatial Planning
Fonseca, Xavier, Pereira Santos, Carlos, Hutchinson, Kevin, Hagen, Jens, Groot, Phil De, Relouw, Joey, Mayer, Igor
No: 323

A GIS Based Spatio-Temporal Analysis of Socioeconomic and Environmental Determinants of Child Malnutrition in Pakistan
Usman, Muhammad, Kopczewska, Katarzyna, Rashid, Mudassar
No: 324

A Multidimensional Spatial–Temporal and Econometric Framework for Pedestrian Safety and Injury Severity Analysis in Amman, Jordan
Al Hasanat, Haitham A., Alharasees, Omar, Alshamaileh, Lafee, Al-Matarneh, Rana
No: 325

User Experience-Based Evaluation of Tactile Map Production Methods for Wayfinding Among People with Visual Impairments
Eraslan, Ayça, Doğru, Ahmet Özgür, Uluğtekin, Nesibe Necla
No: 326

Short-Term Metro Passenger OD Demand Forecasting Based on Low-Rank Tensor Network Extended Kalman Filter
Su, Aijing, Wu, Bing, Fang, Xiaoxing
No: 327

Context-Aware Modeling of Morphology–Performance Associations and Cross-Temporal Generalization Using Variational Autoencoder Latent Representations
Sun, Chengyu, Wang, Xinru, Meng, Yu
No: 328

Application of an Interpretable Machine Learning Model to Archaeological Site Prediction: A Case Study of the Three Gorges Region in Chongqing
Wang, Xiaoli, Zou, Houxi, Chen, Hao, Cao, Yani
No: 329

A GIS-Based Analysis of the Spatiotemporal Evolution and Driving Mechanisms of Rural Settlements in an Ethnic Minority Region: Evidence from Fuxin Mongolian Autonomous County, China
Zhang, Xinshuang, Li, Sihan, Yang, Jun
No: 331

Exploratory Vulnerability Assessment of the Urban Ecological Security Pattern in Bogotá: Static and Dynamic Attack Simulations and Cascading-Failure Modelling in a Global South City
Martinez Otalora, Jose David, Shen, Jie, Rojas Celis, Anyela Piedad
No: 330

Research on Incremental Geometrical Reconstruction Method of Building Structures Based on Point Clouds
Cao, Xian, Qian, Changyu, Deng, Hanqiang, Ni, Xiangrong, Chen, Hao, Zhang, Lun, Huang, Jian
No: 332

Meta-FedGeo: Adaptive Federated Learning with Spatiotemporal Transformers for Urban GeoAI in Smart Cities
Jean, Rosny, Roy, Stabak
No: 333

Paleoenvironmental Changes and Human Adaptation: A Multidisciplinary Investigation of Site Abandonment at Qusayrat Aad Archaeological Site, Central Saudi Arabia
Metwaly, Mohamed, Alshami, Abdullah
No: 334

Geo-InkGAN: An Adaptive Generative Framework for Topographically Faithful Ink-Wash Style Transfer in Terrain Mapping
Gao, Songyuan, Xi, Daping
No: 335

The Moderating Role of Street-View Greenery in the Relationship Between Mental Health and Life Satisfaction: An Exploratory Case Study Across Contrasting Community Contexts in Korea
Joo, Yoohyung, Jung, Jaeyoung, Hong, Jiwan, Park, Sangyoon, Cho, Jaelim, Ko, Juyeon, Kim, Changsoo, Heo, Joon
No: 336

A Policy-Derived Multi-Tiered Analytical Framework for Assessing the Beautiful China Goals (BCGs) Implementation at the Urban Agglomeration Scale
Wang, Yuxuan, Tian, Ze, Jing, Xiaodong, Li, Mengyao
No: 337

Geospatial Analysis of the Evolution of European Tourism in Spain Using Mobile Phone Data, the Space–Time Cube, and Emerging Hot Spot Analysis
Sánchez-Martín, José Manuel, Leco-Berrocal, Felipe, Mateos-Rodriguez, Ana Beatriz
No: 338

Exploring Effects of Boundaries on Path Integration—An Approach to Link Spatial Navigation Performance to Brain Activity Concepts
O’Meara, Denise, Keil, Julian, Oster, Cara, Edler, Dennis, Korte, Annika, Dickmann, Frank
No: 339

A Spatial Semantic-Guided Online Crime Spatiotemporal Prediction Model
Jiang, Huan, Shan, Miaoxuan, Hao, Licheng, Sui, Jinguang, Chen, Peng
No: 340

Taking Negative Spatial Autocorrelation Seriously: Deconstructing Fifty Years of Pro-Positive Bias in Spatial Statistics
Griffith, Daniel A.
No: 341

Channel Attention-Based Multi-Domain Feature Alignment for Moving Vehicle Detection in Satellite Videos Toward Smart Urban Planning
Zhao, Ning, Wang, Xiao, Zhang, Xiaopeng, Shi, Jun, Jiang, Zhiguo, Zhang, Haopeng
No: 342

Spatio-Temporal Dynamics of Bicycle Accidents in the Lisbon Metropolitan Area: An Integrated Emerging Hotspot Analysis
Sandoval, Jonathan, Santos, Bertha
No: 343

From Geodata to Immersive Heritage Experiences: A Virtual Reality Case Study in Gorzów Wielkopolski, Poland
Wicińska, Natalia, Medyńska-Gulij, Beata, Halik, Łukasz, Markowska, Anna
No: 344

Dynamic Supply–Demand Matching and Spatial Mismatch Diagnosis of Emergency Beds in Designated Hospitals During Public Health Emergencies: A SEIQRDP-SG and 3SFCA-SMI Framework
Zhong, Ying, Jiao, Sheng, Zhang, Qingqing, Ying, Yizhe
No: 345

Multi-Hazard Coastal Susceptibility Mapping Using Machine Learning and Deep Learning in Deltaic Louisiana
Hossain, Tanvir, Leitner, Michael
No: 346

Sustainable Urban Forms and Climate Adaptation Policy: A Sparsity-Responsiveness Framework Based on Chinese Cities
Zhang, Zhihan, Yang, Junyan, Chen, Xilong, Lin, Zhixiang, Huang, Yuyue, Yang, Qingxin, Sheng, Huaxing
No: 347

FCEND: A Fuzzy Cross-Efficiency GIS-DEA Framework for Equitable Logistics Network Design Under Deep Uncertainty
Zangooei Dovom, Hossein, Pishvaee, Mir Saman, Sahebi, Hadi
No: 348

Spatial Differentiation and Driving Mechanisms of County-Level Tourism Accessibility in Gansu Based on Multi-Dimensional Travel Cost Perspective
Gao, Ruhu, Shi, Wenkai, Wang, Yuwei, Qi, Zhennan, Li, Liangzhi
No: 349

Fine-Grained Cultural Perception and Evaluation of Beijing’s Capital Culture Integrating Large Language Models with Higher-Order Tensor Decomposition
Xi, Shihao, Ou, Zhiyuan, Meng, Bin, Li, Xiaohang
No: 350

A Direction-Aware Lightweight Network for Camera-Based Underground Mine Track Region Segmentation
Li, Haijun, Ma, Baolong, Gong, Jianjun, Jiang, Dengyin, Yang, Jie, Fan, Kuangang, Chen, Zhichao
No: 351

From Spatial Evolution to Low-Carbon Transition: Regional Heterogeneity and Stage Diagnosis of Carbon Emissions Across 19 Urban Agglomerations in China
Duan, Ye, Yang, Minghan, Hou, Zhaowei, Wang, Hongye, Fekete, Albert, Ning, Dongge
No: 352

A Terrain-Factor-Constrained GAN Model for Feature Preservation in DEM Downscaling
Wan, Yanchen, Jiang, Haowen, Jiang, Wenping, Wang, Yue, Lyu, Xinyue
No: 353

Causal–Semantic Spatiotemporal Traffic Flow Forecasting for Expressway UAV Pre-Deployment Using ETC Gantry Networks
Yang, Zeen, Wang, Zhuoer, Zhang, Hongjuan, Li, Bijun
No: 354

Spatial Methods for Identifying Undocumented Historical Earthquake Damage
Ofir, Adi, Zohar, Motti
No: 355

Controllable Spatio-Temporal Modeling of Pedestrian Spawn Dynamics for Urban Crowd Geosimulation
Lyu, Yan, Ling, Bo, Wu, Weiwei, Xing, Xiangxiang, Wang, Peng
No: 356

3D-Geo-Vis: A Web-Based Environment for Interactive 3D Thematic Geovisualisation and Its Usability Evaluation
Zejdlik, Jakub, Vanicek, Tomas, Vozenilek, Vit
No: 357

An Intelligent Incremental Update Method for Building Data Across Multiple Scales Supported by Categorical Boosting
Niu, Xinyu, Qian, Haizhong, Wang, Xiao, Xie, Limin, Gong, Xianyong, Liu, Chengyi, Li, Jinghan
No: 358

Temporally Weighted Land Surface Temperature: From Multiyear Observations to a Target-Year-Referenced Thermal Surface
Qin, Jiahui, Wang, Qianxin, Dong, Xinyu, Wu, Suqin, Lausch, Angela
No: 359

Social Sensing and Geospatial Visual Analytics of Tourist Destination Image and Town-Scale Gravity
Xu, Weixing, Gu, Kangkang, Li, Jinxuan, Wang, Zhenyu, Wang, Nuojun, Ren, Xiaotong, Geng, Jiehui, Liu, Beibei
No: 360

Geographic Uncertainty in Multimodal Logistics and Supply Chain Management: A Systematic Literature Review
Winter, Matthias, Pfoser, Sarah, Scholz, Johannes
No: 361

Reframing Historical GIS: From Tools and Infrastructure Toward Value-Oriented Knowledge Production
Zhang, Lijin, Wang, Changsong
No: 362

A Visual-Attention-Driven Framework for Quantifying Wayfinding Cue Strength for Pedestrians in Urban Scenes: A Pilot Study of Older Adults in Hong Kong
Liu, Yijia, Shi, Wenzhong, Zhang, Shuyu, Zhang, Anshu, Peng, Linya
No: 363

Trajectory Recovery via Global Spatial Dependencies and Local Multi-Factor Semantics
Jin, Cheng, Xu, Daozhu, Zhang, Xinlei
No: 364

A Cloud-Native Python GIS Framework for Flood Susceptibility Screening and Critical Facility Exposure Analysis: A Reproducible Methodological Demonstration for Miami, Florida
Odum, Princewill, Wang, Zirui
No: 365

Geoinformation-Based Simulation of Policy-Oriented Land-Use Scenarios for SDG-Oriented Spatial Planning in a Resource-Depleted City: Evidence from Huangshi, China
Zhan, Zirui, Zhang, Suhui
No: 366

Effects of Low-Altitude Urban Landscapes on Pilot Cognitive Load in Urban Air Mobility: An Explainable Machine Learning Approach
Jiang, Yupeng, Song, Jie, Jiang, Yukun, Liu, Yu, Cai, Chengfeng, Li, Bolun, Gou, Bingchen
No: 367

Spatiotemporal Differentiation and Cross-Scale Correlates of Tourist Perception in Mountain-Type and Rural Comprehensive Destinations: VGI Evidence from Shangrao, China
Liu, Zongrong, Xia, Yu
No: 368

CGD-QCSF: A Code Generation-Driven Query–Computation Separation Framework for Natural Language Geospatial Analysis
Le, Zhiyuan, Li, Hao, Mei, Yuanxun, Ren, Miaomiao, Chen, Haizhen, Zhou, Yinying, Li, Lu
No: 370

Color Palette Identification and Intelligent Knowledge Extraction for Natural Disaster Mapping
Guo, Weiyao, Zhang, An, Cao, Yi
No: 369

Simulating Sustainable County-Level Land Use by Integrating the Mechanical Equilibrium Model with the Multi-Objective Genetic Algorithm
Meng, Yuan, Zhou, Long, Arefi, Mahyar, Shen, Guoqiang
No: 371

TARA: Task-Adaptive Rank Allocation for Efficient Large Language Model Fine-Tuning in Geo-Information Text Classification
Wang, Canhui, Shen, Juntao, Feng, Yicong, Huang, Jin, Jing, Yanwu, Chen, Weiwei, Zhang, Wanqiang, Wang, Min
No: 372

Uncertainty Reduction in Flood Susceptibility Mapping: Integrating Information Value Model and Machine Learning in the Yellow River Basin
Li, Jiahan, Yang, Huilin, Yao, Rui, Qu, Guodong, Gu, Ran, Zhang, Yayi, Sun, Peng
No: 373

Geospatial Big Data Integration for Near-Real-Time Multimodal Urban Mobility Analysis
Davidovic, Boban, Barac, Dusan
No: 374

Persistence-Based Analysis of Urban Growth Regimes, Spatial Drivers, and Growth-Pressure Screening: A Case Study of Tehran 2016–2030
Hamed Seyedbeiglou, SeyedMasoud, Rienow, Andreas, Ghaffari Gilandeh, Ata
No: 375

Spatial Allocation of Elderly Care Resources in High-Density Urban Areas Under the Guidance of Efficiency and Equity
Zhao, Siyu, Wang, Shaohua, Liang, Haojian, Zhou, Jingyi, Wang, Hao, Zhang, Ning, Liu, Chang, Gao, Hong
No: 376

Editorial Board
Pages: ii

SA-GS: Season-aware affine 3D Gaussian Splatting for satellite image rendering
Yihang Xu, Qiulei Dong
Pages: 474-486

Benchmarking individual tree segmentation using multispectral airborne laser scanning data: The FGI-EMIT dataset
Lassi Ruoppa, Tarmo Hietala, Verneri Seppänen, Josef Taher, Teemu Hakala, Xiaowei Yu, Antero Kukko, Harri Kaartinen, Juha Hyyppä
Pages: 569-605

Cross-view localization via redundant sliced observations and a-contrario validation
Yongjun Zhang, Mingtao Xiong, Yi Wan, Gui-Song Xia
Pages: 421-437

IMEA-Net: An edge-sensitive network for cropland change detection in high-resolution remote sensing images
Xiaoli Yuan, Li Chen, Jiang Zhang, Guoxiong Zhou, Mingfang Wang, Liujun Li
Pages: 175-196

Spatial–spectral feature guidance network for fine-grained object detection and recognition on complex-valued SAR images
Yuxi Suo, Youming Wu, Wenhui Diao, Qingbiao Meng, Xian Sun, Kun Fu
Pages: 81-98

Forest aboveground biomass estimation through integration of sentinel-2 and PALSAR-2 time series: assessing models trained on GEDI and field inventory benchmarks
Yinan He, Shijie Shu, Jennifer Holm, Jessica Needham, Robinson Negron-Juarez, Charles Koven, Qing Zhu, Nicola Falco
Pages: 668-689

Lightweight relative map-matching with slope-aware multi-level ground constraints for accurate and robust urban localization
Mahmoud Adham, Yaxin Li, Mostafa Mahmoud, Ahmed Mansour, Wu Chen
Pages: 528-551

AGI2P: Benchmarking Aerial–Ground Image-to-Point cloud localization with a large-scale dataset
Yandi Yang, Jianping Li, Youqi Liao, Yuhao Li, Ruizhe Niu, Yizhe Zhang, Zhen Dong, Bisheng Yang, Naser El-Sheimy
Pages: 22-36

CiviViL: multimodal interpretation of composite urban facility scenes with spatial-semantic-aware bidirectional cross-attention
Zhuotong Du, Ning Zhou, Mingting Zhou, Cuili Zhang, Weiyue Shi, Jindi Wang, Qiming Zhou, Haigang Sui
Pages: 690-707

A continual evolving Visual-Inertial Odometry for drones in flight
Yangfan Zhou, Wenhui Wei, Renshu Li, Xin Liu, Jiadong Li
Pages: 49-64

2024 ice-snow storm caused substantial forest canopy degradation in central-eastern China: Evidence from ICESat-2 and multi-source observations
Bingjie Yu, Xinyan Zhong, Wenqiong Zhao, Xia Wang, Xiaodong Li, Fei Xiao, Yun Du, Yihang Zhang
Pages: 286-308

The moon’s many faces: A single unified transformer for multimodal lunar reconstruction
Tom Sander, Moritz Tenthoff, Kay Wohlfarth, Christian Wöhler
Pages: 363-379

Azi-Vec: High-resolution Azimuth-sensitive PolSAR image generation for Vehicle automatic target recognition
Yuzhen Xie, Huaiyue Ding, Ye Liu, Nengcai Li, Deliang Xiang, Yi Su
Pages: 65-80

Gaussian entropy fields: Driving adaptive sparsity in 3D Gaussian optimization
Hong Kuang, Jianchen Liu
Pages: 273-285

IRSD-DETR: A lightweight real-time detection transformer for infrared ship detection
Pengqiang Ge, Guohua Gu, Weixian Qian, Xiaofang Kong, Qian Chen, Minjie Wan
Pages: 239-254

Mask-CDKD: A source-free and label-free cross-domain knowledge distillation framework from SAM for satellite onboard VHR land-cover mapping
Daoyu Shu, Zhan Zhang, Xiao Huang, Ru Wang, Nan Jia, Xinzhe Fu, Bingnan Yang, Fang Wan, Jianzhong Lu, Jianya Gong
Pages: 1-21

An innovative minimum cost flow phase unwrapping algorithm based on compressive sensing for multi-temporal small baseline DInSAR interferograms sequences
Muhammad Yasir, Francesco Casu, Claudio De Luca, Giovanni Onorato, Riccardo Lanari, Michele Manunta
Pages: 120-140

Causal Graph Neural Networks for robust wildfire forecasting across geographic shifts
Shan Zhao, Ioannis Prapas, Zhitong Xiong, Ilektra Karasante, Ioannis Papoutsis, Gustau Camps-Valls, Xiao Xiang Zhu
Pages: 654-667

GEOIMIA: A new automated forest thinning framework for selective harvesting at the individual tree level in mixed-species forests
Kaile Yang, Hangbin Wu, Yuqing Shen, Sirui Wang, Riwen Lai, Chun Liu
Pages: 397-420

High-quality cloud-free optical image generation using multi-temporal SAR and contaminated optical data
Chenxi Duan, Mariana Belgiu, Alfred Stein
Pages: 255-272

GateMamba: Feature gated mixer in state space model for point cloud 3D object detection
Xinpu Liu, Ke Xu, Xinjie Wang, Zhen Liu, Hanyun Wang, Yulan Guo
Pages: 640-653

TimeSenCLIP: A time series vision–language model for remote sensing
Pallavi Jain, Diego Marcos, Dino Ienco, Roberto Interdonato, Tristan Berchoux
Pages: 99-119

Stereo 3D tracker: a novel framework for real-time 3D point tracking in fisheye stereo photogrammetry
Ali Hosseininaveh
Pages: 438-455

CCFA-Net: Cross-domain collaborative and foreground-aware for UAV object detection in hazy scenes
Feng Xie, Yuanyuan Li, Zhiqin Zhu, Penglong Li, Xin Huang, Yiyao An
Pages: 552-568

Directional geometric primitive segmentation and topological reconstruction for fine-grained roof structure extraction
Wenling Yu, Shunping Ji, Kun Zhang, Muying Luo, Yujie Zan, Shiqing Wei, Jianya Gong
Pages: 380-396

Estimation of grazing intensity of grasslands on the northern Tianshan Mountains based on LOESS and DTW algorithm
Huiting Xu, Rui Yu, Feng Wu
Pages: 606-621

Ranking-aware continual learning for LiDAR place recognition
Xufei Wang, Gengxuan Tian, Junqiao Zhao, Siyue Tao, Qiwen Gu, Qiankun Yu, Tiantian Feng
Pages: 197-211

Artifact-induced bias and cross-sensor inconsistencies in landsat surface reflectance for global inland waters: evaluation and solutions
Chen Yang, Ming Shen, Zhigang Cao, Daniel Andrade Maciel, Tianci Qi, Zhe Sun, Zhiqiang Qiu, Yunrui Si, Juhua Luo, Hongtao Duan
Pages: 456-473

First mapping of subsurface soil temperature profiles by integrating diurnal cycles of microwave and thermal infrared observations
Dabiao Chen, Huazhu Xue, Tianjie Zhao, Yuyang Xiong, Ning Li, Jingyao Zheng, Yipeng Cao, Yu Bai, Songbo Qu, Ling Yao, Tang Liu, Chi Wang, Haojie Zhang, Pei Yu, Lu Hu, Letu Husi, Li Jia, Jiancheng Shi
Pages: 309-329

RepVIS-GAN: A reparameterized GAN-based network for visible image retrieval from geostationary satellite infrared observations
Jianwei Si, Chuanxin Li, Lei Han
Pages: 162-174

Physics-informed synthetic data and transformer-based segmentation for sinkhole detection in railway LiDAR point clouds
Maryem Bouali, Fakhreddine Ababsa, Rani El Meouche, Muhammad Ali Sammuneh, Bahar Salavati, Flavien Viguier
Pages: 487-499

Bridging street view coverage disparities through geographic identity preserving generation from satellite view
Zongrong Li, Fan Zhang, Shaoqing Dai, Wufan Zhao
Pages: 622-639

Through the perspective of LiDAR: A feature-enriched and uncertainty-aware annotation pipeline for terrestrial point cloud segmentation
Fei Zhang, Rob Chancia, Josie Clapp, Amirhossein Hassanzadeh, Dimah Dera, Richard MacKenzie, Jan {van Aardt}
Pages: 141-161

Robust solution for the ambiguous blind perspective-n-line problem
Xiangxi Tian, Jinyuan Shao, Shuang Li, Jie Shan
Pages: 37-48

MaOutCNN: A physical mechanism coupled MambaOut-CNN detection network with maiden-released interference polarized ship detection dataset
Zhihao Cai, Sinong Quan, Junpeng Wang, Shiqi Xing, Xinyuan Su, Yongzhen Li, Li Liu
Pages: 500-527

Hyperspectral computational imaging: A comprehensive review
Wei He, He Huang, Yu Sheng, Zhehui Wu, Guang Jin, Jianya Gong
Pages: 330-362

Improving ocean color algorithms for Chlorophyll-a retrieval with Machine learning and ensemble modeling in optically complex coastal waters
Masoud Moradi, Meng Lu, Johan {van der Molen}, Behnaz Arabi
Pages: 212-238

Editorial Board
Pages: ii

Estimating the leaf area index from terrestrial laser scanning point cloud data with fractal theory
Yongkang Lai, Xihan Mu, Ronghai Hu, Donghui Xie, Guoqing Zhou, Guangjian Yan
Pages: 146-165

Physically-aware deep learning for reconstructing gap-free sea surface temperature in the South China Sea
Changwei Su, Siyu Chen, Jun Zha
Pages: 253-270

Spatially explicit estimation of high-resolution irrigation water use across China using earth observation data and deep learning
Yong Bo, Xueke Li, Kai Liu, Shudong Wang, Long Li, Guoxu Li, Hang Li
Pages: 514-544

FD-SC: focus-diffusion self-contrastive framework empowers efficient remote sensing building damage detection
Wei Li, Haiming Zhang, Huiyu Zheng, Yongxian Zhang, Yalin Zheng, Lunjun Fan, Guorui Ma
Pages: 34-51

GAIR: Location-aware self-supervised contrastive pre-training with geo-aligned implicit representations
Zeping Liu, Ni Lao, Zhangyu Wang, Junfeng Jiao, Gengchen Mai
Pages: 166-182

Modelling mountain pine beetle-impacted forest wildland fire fuel distributions from remotely piloted aircraft systems imagery and point clouds
Saeid Parsian, Christopher Hopkinson, Craig Coburn, Christopher Watson, Laura Chasmer
Pages: 236-252

APCoTTA: Continual Test-Time Adaptation for semantic segmentation of airborne LiDAR point clouds
Yuan Gao, Shaobo Xia, Sheng Nie, Cheng Wang, Xiaohuan Xi, Bisheng Yang
Pages: 339-354

Large vision-language model knowledge guided multi-source urban land-use mapping: A case study of representative cities across six continents
Ruiyi Yang, Yu Su, Yinhe Liu, Ailong Ma, Yanfei Zhong
Pages: 52-76

Annual wetland changes across China (2016–2024) from multisource temporal data and knowledge-driven machine learning approach
Ming Wang, Dehua Mao, Yeqiao Wang, Hengxing Xiang, Mingming Jia, Bin Dong, Zongming Wang
Pages: 574-588

Cooperative LoRA with frequency priors for SAM2-Based multimodal remote sensing semantic segmentation
Hongwei Tong, Jingyan Huang, Lin Chai
Pages: 426-451

GeoMatch: Natural language-guided cross-view object geo-localization and matching
Yongchuang Wu, Hui Yang, Yanlan Wu, Peng Zhang
Pages: 668-685

Bridging semantics and geometry: A decoupled LVLM–SAM framework for reasoning segmentation in optical remote sensing
Xu Zhang, Junyao Ge, Yang Zheng, Kaitai Guo, Jimin Liang
Pages: 217-235

Ocean color remote sensing: From 2D legacy to the 3D, AI-driven future
Peng Chen, Zhenhua Zhang
Pages: 374-391

Mapping of Chinese fir plantations and stand age distribution in China with time series data
Yunhe Li, Guiying Li, Dengsheng Lu
Pages: 301-322

Disentangling representation and cross-domain adaptation for unsupervised change detection in multimodal remote sensing images
Erlei Zhang, Xinyu Li, He Zong, Yuan Gao, Jinchang Ren
Pages: 22-33

Region-aware fusion for non-overlapping hyperspectral and multispectral remote sensing images
Haoyang Yu, Baosen Huang, Lianru Gao, Antonio Plaza, Ke Zheng, Bing Zhang
Pages: 452-466

Heuristic quality coefficients for interferometric phase linking
Magnus Heimpel, Irena Hajnsek, Othmar Frey
Pages: 1-21

2D3D-SPMatch: cross-modal geometric consistency based on spatial perception for detector-free image and point cloud matching
Yashuai Ji, Zhitao Fu, Han Nie, Bin Luo, Bo-Hui Tang
Pages: 392-408

Linking hyperspectral remote sensing and tree hydraulic functioning for pre-emergence detection of bark beetle infestations
Luiz Henrique Elias Cosimo, Jose Gutierrez Lopez, Eva Lindberg, Langning Huo
Pages: 628-651

FLAIR-HUB: Large-scale multimodal dataset for land cover and crop mapping
Anatol Garioud, Sébastien Giordano, Nicolas David, Nicolas Gonthier
Pages: 271-300

Geo-R1: Improving few-shot geospatial referring expression understanding with reinforcement fine-tuning
Zilun Zhang, Zian Guan, Tiancheng Zhao, Haozhan Shen, Yuxiang Cai, Zhonggen Su, Yongheng Shang, Zhaojun Liu, Jianwei Yin, Xiang Li
Pages: 113-129

Polarimetric second-moment response: A target characterization benchmark and its application in ship structure recognition
Junpeng Wang, Sinong Quan, Zhihao Cai, Shiqi Xing, Yongzhen Li, Wei Wang, Hao Wu
Pages: 199-216

ECRformer: An efficient cloud removal Transformer with semantic-decoupled learning for multimodal satellite imagery
Zaiyan Zhang, Jie Li, Yuanqi Liang, Jining Yan, Yi Xiao, Xin Su, Qiangqiang Yuan
Pages: 323-338

Towards generative location awareness for disaster response: A probabilistic cross-view geolocalization approach
Hao Li, Fabian Deuser, Wenping Yin, Steffen Knoblauch, Wufan Zhao, Filip Biljecki, Yong Xue, Wei Huang
Pages: 130-145

Uncertainty quantification framework for aerial and UAV photogrammetry through error propagation
Debao Huang, Rongjun Qin
Pages: 589-605

Generalizable UAV-based image registration framework for enhancing visual inspection of civil infrastructure
Anas Alsharo, Max Midwinter, Chul Min Yeum, Jongseong Choi
Pages: 652-667

Abrupt intensification and spatiotemporal dynamics of large-scale harmful algal blooms in China’s marginal seas mapped using multi-sensor satellite imagery and deep learning
Yichen Du, Mengqiu Wang, Zhongbin B. Li, Junsheng Li, Jiaochan Hu
Pages: 183-198

Make more pixels usable: A data-driven framework for customizable cloud and shadow processing in satellite imagery
Yu Xia, Tianwu Lin, Xiangyu Liu, Shuang Chen, Shuai Yuan, Geng Tian, Yang Xu, Wei Zhang, Wei He, Jie Wang, Peng Gong
Pages: 355-373

Unsupervised anomaly localization with high-resolution and time-series satellite imagery: from global disaster dataset to zero-shot model via SAM
Jingtao Li, Yanfei Zhong, Qian Zhu, Xinyu Wang, Liangpei Zhang
Pages: 467-491

Hyperspectral image classification via efficient global spectral supertoken clustering
Peifu Liu, Tingfa Xu, Jie Wang, Huan Chen, Huiyan Bai, Jianan Li
Pages: 545-556

A multi-task Transformer for integrated in-season rapeseed mapping and flowering retrieval using Sentinel-1 and Sentinel-2 data
Yunze Zang, Xuehong Chen, Miaogen Shen, Wei Yang, Anton Vrieling, Claudia Paris, Bingwen Qiu, Lang Xia, Shangrong Wu, Jin Chen
Pages: 606-627

Annual irrigated cropland mapping reveals uneven expansion and rising water demand in Africa from 2000 to 2021
Abera Misgana Tolera, Chao Zhang, Nanshan You, Jinwei Dong
Pages: 557-573

Revealing visual–ecological interaction through three-dimensional spatial characteristics: a point cloud approach
Yuxiang Zhang, Mei Liu, Yunsheng Chen, Qianhe Ma, Zihan Wang
Pages: 492-513

AGI-LO: Adaptive Geometric-Intensity LiDAR odometry for tunnel-like degraded environments
Wenda Wang, Qiuzhao Zhang, Fan Pang, Wei Li, Jinhong Wang, Jing Li
Pages: 77-93

Bayesian polarimetric detector for improved forest loss monitoring using dual-polarization Sentinel-1 data
Marta Bottani, Laurent Ferro-Famil, Thuy {Le Toan}, Juan {Doblas Prieto}, Stéphane Mermoz, Thierry Koleck
Pages: 94-112

EuroMineNet: A multitemporal Sentinel-2 benchmark for spatiotemporal mining footprint analysis in the European Union (2015–2024)
Weikang Yu, Vincent Nwazelibe, Xianping Ma, Xiaokang Zhang, Richard Gloaguen, Xiao Xiang Zhu, Pedram Ghamisi
Pages: 409-425

Editorial Board
Pages: ii

Deviation-guided dual-model machine learning SAR coherence change detection framework for extracting changes in low-coherence areas
Dayuan Liu, Timo Balz
Pages: 571-588

Towards data-free and model-agnostic black-box attacks against SAR-ATR via dual-diversity augmentation
Xiaoxuan Zhang, Yang Li, Zhi-Liang Zhao
Pages: 282-299

PANEL: A photovoltaic-specific vision-language model for zero-shot and few-shot PV interpretation tasks in remote sensing
Ruizhe Deng, Zhiling Guo, Penglei Zhang, Jiaze Li, Xin Xu, Qi Chen, Yuntian Chen, Jinyue Yan
Pages: 337-355

WDTS: Water droplet model-driven entropy optimization for individual tree skeletonization from terrestrial laser scanning point clouds
Tao Pu, Shenglan Du, Mingming Sui, Dong Chen, Yueqian Shen, Yanming Chen, Yiyang Kong, Ziyou Wang, Jiju Poovvancheri, Liqiang Zhang
Pages: 81-113

Self-orthorectification of satellite images using multi-view geometric constraints without external geospatial data
Seunghwan Ban, Taejung Kim
Pages: 395-408

Linking problems with solutions: Biomass waste is where most needed to mitigate energy demand during tropical nights
Juan M. Requena-Mullor, Inés Ibáñez
Pages: 497-507

STAR-IOD: Scale-decoupled topology alignment with pseudo-label refinement for Remote Sensing Incremental Object Detection
Yaoteng Zhang, Qing Zhou, Junyu Gao, Qi Wang
Pages: 650-663

Towards generalized spaceborne SAR ship detection via Fourier-based perturbation augmentation and quality-aware invariance learning
Shuang Liu, Dong Li, Mi He, Haibo Song, Caizhi Fan, Jun Wan
Pages: 606-623

UAV coarse visual localization in large-scale continuous scenes
Cheng Bi, Jingfeng Wang, Zhengxi Li, Yang Zhao, Zhiyu Jiang, Yuan Yuan, Ganchao Liu
Pages: 243-260

Multimodal deep learning with aerial imagery and nDSM for true-slope-aware rooftop photovoltaic potential estimation
Junsheng Yao, Sebastian Krapf, Qingyu Li
Pages: 693-711

Combined change detection analysis of the impacts resulting from heavy rainfall events in mountainous areas
E. Matta, G. Nigrelli, W. Alberto, A. Filipello, M. Zittlau, M. Chiarle
Pages: 158-175

Fuse only what matters: Degeneracy-aware multi-sensor fusion for LiDAR-Inertial-Visual SLAM
Xuanxuan Zhang, Jie Xu, Chengxi Yang, Guanyu Huang, Lijun Zhao, Ruifeng Li, Shenghai Yuan, You Li, Lihua Xie
Pages: 508-518

JointTrack: Densely joint feature extraction and interaction via temporal–spatial prompt learning for object tracking in multi-drone videos
Han Wu, Kui Liu, Yuli Sun, Hao Sun, Kefeng Ji, Gangyao Kuang
Pages: 463-483

Multitemporal latent dynamical framework for hyperspectral images unmixing
Ruiying Li, Bin Pan, Lan Ma, Xia Xu, Zhenwei Shi
Pages: 230-242

Hyperspectral object tracking with dimensionality reduction and spatial–spectral–temporal modeling
Zhuanfeng Li, Jing Wang, Jue Zhang, Diqi Chen, Guanyiman Fu, Jiangtao Wang, Jianfeng Lu
Pages: 14-32

Theoretical Methods and Practical Applications of Control-Free High-Precision Positioning for Satellite Imagery Aided by Optical Axis Measurement Data
Xueliang Lu, Yongsheng Zhang, Jianrong Wang, Weizhi Wang, Xiuce Yang, Yan Hu, Bincai Cao, Xiaochong Tong
Pages: 664-678

Task-driven remote sensing image captioning for earth understanding: From multi-task dataset to task-conditioned framework
Zihang Chen, Ailong Ma, Junjue Wang, Yiheng Zhou, Yanfei Zhong, Liangpei Zhang
Pages: 679-692

TAIS-Net: Time adaptive implicit sampling diffusion model for arbitrary-scale UAV video super-resolution
Wenke Li, Chenguang Dai, Huixin Fan, Zhen Zhao, Kangrui Li, Yifan Sun, Yongsheng Zhang, Longguang Wang, Hanyun Wang
Pages: 176-190

Motion consistency-guided spatiotemporal learning: a robust framework for low-altitude infrared object detection
Leiyang Zhong, Liyue Yan, Tian Qin, Mengying Wu, Dejin Zhang, Li He, Qingquan Li
Pages: 712-735

A KED-based framework for enhanced subcanopy topography retrieval leveraging TanDEM-X InSAR and spaceborne LiDAR data
Tao Zhang, Jianjun Zhu, Zhiwei Liu, Haiqiang Fu, Changcheng Wang, Zenghui Fan, Yumin Fang, Yang Liu
Pages: 261-281

XFuse: Multi-sensor CNN transformer fusion with cross attention and quality aware curriculum learning for high resolution fractional snow cover mapping
Getnet Demil, Mourad Oussalah
Pages: 519-541

Early season detection of early blight (Alternaria solani) in potato crops using airborne hyperspectral imagery
Olee Hoi Ying Lam, Amanda J. Gevens, Stephen Jordan, Brendan Heberlein, W. Beckett Hills, Mutlu Özdoğan, Philip A. Townsend
Pages: 542-557

A physics-guided and scene-adaptive water index for consistent surface water mapping across regions and seasons
Shanchuan Guo, Pengfei Tang, Zilong Xia, Haowei Mu, Xiaoquan Pan, Peng Zhang, Yu Chen, Peijun Du
Pages: 138-157

Sparse multimodal feature fusion transformer with frequency-convolution collaboration for wildlife multi-object tracking in UAV monitoring
Zixuan Yin, Yaqin Zhao, Panpan Li
Pages: 558-570

SAMDFuse: Semantic-Aware Multi-scale Degradation-robust Fusion network for SAR and optical images
Ruoxi Wang, Yinhe Li, Enhua Zhang, Wanni Chen, Kaizhi Wang
Pages: 55-80

Robust urban SLAM via resilient GNSS–IMU–LiDAR–camera–loop fusion
Minzhe Liu, Hongjuan Zhang, Zhibo Zhao, Chengzhi Hong, Haoyu Wang, Zilong Xiao, Bijun Li
Pages: 794-815

On-orbit relative radiometric calibration of remote sensing satellite planar array sensors with geometric constraints and multi-scale radiometric cascades
Litao Li, Yonghua Jiang, Xin Shen
Pages: 356-378

Geometric positioning and correction for the FY-3F HIRAS
Zhichao Guan, Wenchao Huang, Junwei Wang, Wenqiang Lu, Chengli Qi, Jian Shang, Hongbo Pan, Na Xu, Xiuqing Hu
Pages: 379-394

Fine-grained ship classification of remote sensing images based on class discrepancy learning network
Xuanyu Zhang, Jie Geng, Wen Jiang
Pages: 1-13

Geographically-weighted weakly supervised Bayesian High-Resolution Transformer for 200 m resolution pan-Arctic sea ice concentration mapping and uncertainty estimation using Sentinel-1, RCM, and AMSR2 data
Mabel Heffring, Lincoln Linlin Xu
Pages: 624-649

Depth-guided attenuation compensation for real-time color restoration in deep-sea stereo imaging
Qingsheng Liu, Jianjun Miao, Xilin Zhang, Hebo Wang, Zhilei Sun, Zihao Wang, Xuecheng Li, Chao Li
Pages: 736-755

HaloGS: Loose coupling of compact geometry and Gaussian Splats for 3D scenes
Changjian Jiang, Kerui Ren, Linning Xu, Tao Lu, Jiong Chen, Jiangmiao Pang, Yu Zhang, Bo Dai, Mulin Yu
Pages: 33-54

Shallow-water reef detection driven by few-shot learning with airborne LiDAR bathymetry
Dianpeng Su, Guanglu Bi, Anxiu Yang, Xiaoqing Xiong, Chunxiao Wang, Zhenhui Wang, Fanlin Yang, Han Gao
Pages: 300-313

LandSegmenter: Towards a flexible foundation model for Land Use and Land Cover mapping
Chenying Liu, Wei Huang, Xiao Xiang Zhu
Pages: 409-421

Clean and consistent MLS point clouds from the start: Moving-object removal coupled with LIDAR-inertial odometry for urban scenes
Shida Wang, Ville V. Lehtola, Hangbin Wu, George Vosselman
Pages: 775-793

Terrain-Adaptive LiDAR-IMU SLAM with Multi-Feature fusion for complex underground environments
Aiqiang Ma, Xiaohu Lin, Wanqiang Yao, Bolin Ma, Yinan Gao, Xin Yang, Tao Yan, Xiang Wang
Pages: 816-833

Beyond single and earthbound: Exploring multi-image grounding in remote sensing with Large Vision-Language Models
Xiao An, Chen Zhong, Jiaxing Sun, Jun Liu, Wei He
Pages: 589-605

Wetland mapping from sparse annotations with satellite image time series and temporal-aware segment anything model
Shuai Yuan, Tianwu Lin, Shuang Chen, Yu Xia, Peng Qin, Xiangyu Liu, Xiaoqing Xu, Nan Xu, Hongsheng Zhang, Jie Wang, Peng Gong
Pages: 422-441

The U. V. Helava award 2022 – 2025
Qihao Wen
Pages: 114

Towards comprehensive multi-task land cover change detection leveraging vision-language model and LLM-driven agents
Tengxi Wang, Yiru Wang, Shuai Zhang, Yuxuan Liang, Wufan Zhao
Pages: 756-774

Towards individual agricultural parcel vectorization from VHR imagery: A coarse-to-fine and multi-task learning method
Anran Zhao, Xinyu Wang, Ningjing Wang, Yang Pan, Yanfei Zhong
Pages: 191-229

Enhanced daily retrieval of Evapotranspiration from a Transformer-based deep learning model combined with satellite passive microwave and optical observations
Fei Bu, Qingyang Liu, Peng Zhang, Lin Chen, Jiheng Hu, Haoyang Li, Yipu Wang, Rui Li
Pages: 442-462

Robust detector-free multimodal image matching based on visual model guidance and gated attention
Tengfeng Tang, Zhiqiang Han, Tao Peng, Jinhao Chen, Yuanxin Ye
Pages: 484-496

A physically-constrained Gaussian spectral decomposition framework for remote sensing estimation of chlorophyll-a and suspended matter retrieval in highly turbid coastal waters
Masoud Moradi, Meng Lu, Johan {van der Molen}, Behnaz Arabi
Pages: 314-336

An integrated machine learning approach for efficient gap-filling of cloudy Landsat LST imagery
Jinling Quan, Junhao Xiang, Wenfeng Zhan, Pan Dong
Pages: 115-137

Editorial Board
Pages: ii

UniOrtho: From view-centric to unified orthographic framework for satellite semantic 3D reconstruction
Lekang Wen, Yingdong Pi, Qiyan Luo, Jie Yang, Mi Wang
Pages: 1049-1062

Quantifying grassland fire spread via UAV videogrammetry: boundary-precise segmentation and EDT-based vector field estimation
Liang Chen, Jianwei Li, Naian Liu, Huiru Zheng
Pages: 492-509

Open-source optical–radar data fusion for mapping invasive tree species: A scalable framework for regional LULC applications
Mario García-Ontiyuelo, Carolina Acuña-Alonso, Xana Álvarez
Pages: 632-652

ARMOR: Adaptive meshing with reinforcement optimization of implicit fields for real-time 3D monitoring in unexposed scenes
Yizhe Zhang, Jianping Li, Xin Zhao, Fuxun Liang, Zhen Dong, Bisheng Yang
Pages: 22-38

CDHNet: An implicit calibration and difference-guided hierarchical perception change detection network for remote sensing images
Hongquan Cheng, Jie Zheng, Kunlun Qi, Huayi Wu, Shifa Ma
Pages: 1027-1048

R3LIO: Robust reflectivity-assisted rotating LiDAR-inertial odometry for degenerate and unstructured environments
Zhiyu Zhou, Zhi Gao
Pages: 436-452

Hemispheric-scale mapping of thaw slumps using a cloud-native and transferable deep learning framework
Peiqing Lou, Tonghua Wu, Mamoru Ishikawa, Jie Chen
Pages: 105-123

SyneFloor: Synergizing zero-shot geometric priors and active learning for weakly supervised floorplan reconstruction
Xuzhe Wang, Chen Geng, Hao Yu, Zhiyan Ping, Juntao Yang, Lunche Wang, Wen Xiao
Pages: 808-830

FreqChange: Frequency-aware spatiotemporal learning with prior guidance for semantic change detection in remote sensing images
Haiyan Huang, Zhenfeng Shao, Duowang Zhu, Xiao Huang, Ruiqian Zhang, Qimin Cheng, Jindou Zhang, Yueming Duan, Deren Li
Pages: 124-146

Rectify-Match-Reconstruct (RMR): Framework for dense and accurate metric 3D reconstruction via neural homography alignment
Thomas Matiki, Ziluo Yao, Shuo Wang, Yasutaka Narazaki, Billie F. Spencer
Pages: 223-243

SGMS-Fusion: Semantic guided multi-scale fusion towards accurate vehicle localization via ground-aerial cross-view matching
Huei-Yung Lin, Hsin-Ling Lu, Ching-Chun Huang
Pages: 689-697

CanadaFireSat: Towards high-resolution wildfire forecasting with multiple modalities
Hugo Porta, Emanuele Dalsasso, Jessica L. McCarty, Devis Tuia
Pages: 555-572

Detection of oriented lunar rockfalls and kinematic analysis in Tycho Crater
Dingruibo Miao, Jianguo Yan, Zhigang Tu
Pages: 963-975

PoseIDON: 6DoF pose estimation with foundation model features for marine sediment burial mapping
Jerry Yan, Chinmay Talegaonkar, Nicholas Antipa, Eric Terrill, Sophia Merrifield
Pages: 928-942

Integrating cloud motion information: A deep learning approach for real-time wind field retrieval using geostationary satellite imagery
Wei Zhang, Zhilin Xu, Yanhai Gan, Zhuyu Jin, Xiangguang Zhang
Pages: 477-491

Multi-temporal calving front segmentation
Marcel Dreier, Nora Gourmelon, Dakota Pyles, Fei Wu, Matthias Braun, Thorsten Seehaus, Andreas Maier, Vincent Christlein
Pages: 276-290

Dim moving target detection with hyperspectral image sequences
Xu He, Wei An, Yingqian Wang, Gaowei Guo, Yihang Luo, Qiang Ling, Shilin Zhou
Pages: 524-554

CAH-VAE: Channel-aware hierarchical VAE for hyperspectral image compression
Huiwen Wang, Mi Wang, Yingdong Pi, Jing Xiao
Pages: 187-202

Gaussian Mixture Distribution stereo matching network for satellite images
Jiahao Rao, Rui Liu, Weiliang Tao, Jun Chen, Xin Tian
Pages: 347-364

Fine-grained heterogeneous change detection in complex disaster response with wavelet-based spatial-frequency coupled learning
Yang Yang, Jun Pan, Qiqi Zhu, Rui Xu, Xiaoyu Yu, Junli Li, Mi Wang
Pages: 76-104

A source-free unsupervised domain adaptation framework for large-scale, in-season soybean mapping
Pengfei Tang, Youngryel Ryu, Shaoyu Wang, Ryoungseob Kwon, Kyungdo Lee
Pages: 831-849

TMF: Temporal multi-modal fusion framework for estimating wheat yield from multi-source satellite and environmental data across the European Union
Zhixian Lin, Sheng Wang, Kaiyu Guan, Jiaying Zhang, Senthold Asseng, René Gislum, Jørgen Eivind Olesen, Klaus Butterbach-Bahl, Miroslav Trnka, Rui Zhou
Pages: 147-163

MASt3R-Fusion: Integrating feed-forward visual model with IMU, GNSS for high-functionality SLAM
Yuxuan Zhou, Xingxing Li, Shengyu Li, Zhuohao Yan, Chunxi Xia, Shaoquan Feng
Pages: 698-712

Unveiling strong microclimatic cooling by small wetlands in China: landscape context-dependent spatial and climatic drivers
Yue Jia, Wen J. Wang, Shengjie Ba, Yuyu Zhou, Tianxing He, Suri G. Bao, Paolo Cherubini, Zhihua Liu, Mai He Li, Yeqiao Wang, Hong S. He
Pages: 976-990

Integrating physical modeling and data-driven learning: A DCNN for InSAR phase filtering and applications
Wang Yang, Yi He, Juan M. Lopez-Sanchez, Qing Zhu, Alejandro Mestre-Quereda, Lifeng Zhang, Wenhui Wang, Youdong Chen
Pages: 605-631

Agricultural parcel polygon reconstruction using boundary line segment assembly
Xiaolong Zuo, Claudio Persello, Weiqin Jiao, Yu Wang, Zhenfeng Shao
Pages: 203-222

A causal inference-guided dual-contrast decoupling framework for long-tailed SAR target recognition
Lei Miao, Haohao Ren, Liwei Fan, Hailong Yu, Zhongzhen Sun, Xuegang Wang
Pages: 893-907

CIDA: A context-informed decoupling approach for soil trace element estimation using spaceborne cross-sensor data
Yishan Sun, Dan Li, Hao Jiang, Kai Jia, Shuisen Chen, Chongyang Wang, Xingda Chen, Jing Zhang, Jinyue Chen, Xiao Zhang, Wenlin Fu, Weibin Li
Pages: 419-435

A transfer learning-based contourlet residual-driven terrain-aware method for Arctic seafloor DEM super-resolution
Wenjun Huang, Qun Sun, Qing Xu, Jingzhen Ma, Zheng Lv, Tian Gao, Anzhu Yu
Pages: 736-754

Road extraction for complex urban interchanges by integrating topological structure and geometric semantics
Zejiao Wang, Longgang Xiang, Yuanyuan Deng, Meng Wang, Qing Liu, Wenjie Chen
Pages: 943-962

A novel multiple imputation approach with recursive feature elimination BiLSTM for spatiotemporally seamless Landsat NDVI reconstruction
Guodong Zhang, Gaofei Yin, Yimin Ni, Yi Zhang, Rui Chen, Meilian Wang, Aleixandre Verger
Pages: 1-21

Combining the time-series of vegetation index during the optimal window with dynamic canopy physiological features for soybean grain protein prediction
Mingrui Zhang, Wei Li, Jinxin Tang, Yangming Zhang, Timothy A. Warner, Chongya Jiang, Hengbiao Zheng, Tao Cheng, Yongchao Tian, Yan Zhu, Weixing Cao, Xia Yao
Pages: 164-186

All-in-one texture restoration of building Façade with generative diffusion prior
Xiaoan Liu, Xinyi Liu, Yongjun Zhang, Wanjie Sun, Ce Wang, Tingyun Li, Dongdong Yue
Pages: 379-398

UAV-satellite synergies for crop monitoring: current landscape, challenges, and future directions
Jiale Jiang, Qianyi Zhang, Kasper Johansen, Tao Cheng, Xia Yao, Qi Su, Matthew F. McCabe, Yan Zhu, Wenping Yuan
Pages: 908-927

Weakly supervised learning for snow cover segmentation in mountainous areas from Sentinel-1 SAR images using interpolated NDSI time series
Swann Briand, Flora Weissgerber, Sylvain Lobry, Jérôme Idier
Pages: 670-688

GLoC: Global–local graph fusion and clique search for LiDAR place recognition
Pengcheng Shi, Yubin Lei, Yuan Kou, Yongjun Zhang, Jiayuan Li
Pages: 244-258

WaveUNet: An efficient deep network based on discrete wavelet transform and attention mechanism for InSAR phase unwrapping
Wenfei Mao, Hongquan Xiang, Xue Cheng, Guoxiang Liu, Xiaowen Wang, Rui Zhang, Oriol Monserrat, Michele Crosetto
Pages: 653-669

SARU: A Shadow-Aware and Removal Unified Framework for remote sensing images with new benchmarks
Zi-Yang Bo, Wei Lu, Hongruixuan Chen, Si-Bao Chen, Bin Luo
Pages: 39-53

Detecting intact forests in a highly fragmented landscape: Complementary insights from Landsat and GEDI
Sebastián R. Landeros-Espina, Mauricio Galleguillos, Álvaro G. Gutiérrez
Pages: 590-604

Integration of satellite monitoring and 3D modelling approach for multi-scale analysis of existing tunnel infrastructures
Saduni Melissa Dahanayaka, Gabriele Fibbi, Alessia Vecchietti, Matteo {Del Soldato}
Pages: 453-476

Monitoring mining impacts using harmonic decomposition of time series vegetation indices
Vincent E. Nwazelibe, Moritz Kirsch, Samuel T. Thiele, Farid Djeddaoui, Weikang Yu, Richard Gloaguen, Raimon Tolosana-Delgado
Pages: 1010-1026

BIM-vSLAM: Bridging BIM and visual SLAM with plane-based representation for automated registration and image-based reconstruction
Xiao Zhang, Changhao Song, Zhenyu Liang, Zhuoyue Niu, Jiaying Zhang, Jack C.P. Cheng
Pages: 755-773

Prior-guided multi-domain mixture-of-experts for multimodal Earth observation data gaps
Chuang Liu, Jianhua Guo, Yingdong Pi, Xiao Wu, Zhiqi Zhang, Ru Chen, Xinyi Wang, Mi Wang
Pages: 876-892

Multimodal flow matching for large-scale human mobility flow generation using satellite imagery and social sensing data
Yichen Xu, Yusen Hu, Song Gao, Qiang Zhu, Feng Zhang
Pages: 291-308

SCOUT-Count: Stylization with covariance-whitening and uncertainty for domain-generalized remote sensing object counting
Yanhuang Liu, Guanchen Ding, Jiayi Wang, Daiqin Yang, Zhenzhong Chen, Chang Wen Chen
Pages: 1063-1078

EchoNet: Efficient railway segmentation from satellite imagery
Yang Zhang, Yu Qian
Pages: 365-378

PRGD: Proximal Residual-Guided Diffusion with pattern-aware experts for remote sensing image super-resolution
Yantao Ji, Chen Li, Yulong Zhang, Lihua Tian, Xin Zan
Pages: 991-1009

LandslideSegFormer: A non-local context-aware dual-branch network for accurate small-scale landslide segmentation from remote sensing imagery
Xuemei Lee, Lin Bai, Dinghong Li
Pages: 54-75

T2Net: Taxonomy-Guided Tree-Structured Prompt Learning for Few-Shot Remote Sensing Scene Classification
Yufei Zheng, Shengsheng Wang, Yansheng Gao, Dong Liu
Pages: 510-523

MiMNet-STASF: a spatiotemporal decoupled network for sub-pixel canopy structure retrieval of urban forests with multi-source long-term remote sensing time series
Jushuang Qin, Zhibo Chen, Hao Lu, Xiaohui Cui, Zhenyao Wang, Chao Mou, Guangpeng Fan
Pages: 309-333

Remote sensing change captioning meets large language and vision models
R. Ricci, Y. Bazi, F. Melgani
Pages: 793-807

A multi-modal dataset and A multi-task network integrating SAR interferometric data for semantic segmentation and height estimation
Zhipeng Wu, Bingze Song, Lei Huang, Chang Liu
Pages: 573-589

Uncertainty-aware semi-supervised framework with supervised contrastive learning for sugarcane leaf disease detection
Shalini Dangi, Divya Teja, Omkar Kabde, Shahid Shafi Dar, Nagendra Kumar
Pages: 259-275

SpectralX: Parameter-efficient domain generalization for spectral Remote Sensing Foundation Models
Yuxiang Zhang, Wei Li, Mengmeng Zhang, Jiawei Han, Ran Tao, Shunlin Liang
Pages: 774-792

Allroad-SLAM: Factor graph-based 3D reconstruction in diverse road scenarios with a consumer-grade GNSS-LiDAR-inertial system
Xuzhe Duan, Pengcheng Zhao, Wenwu Ou, Guangshuo Zhu, Mingyao Ai, Jiayuan Li, Xujie Zhang, Ju Zhang, Qingwu Hu
Pages: 713-735

Relative Energy Learning for LiDAR out-of-distribution detection
Zizhao Li, Zhengkang Xiang, Jiayang Ao, Joseph West, Kourosh Khoshelham
Pages: 334-346

DCMArb: Decoupled-Collaborative Mamba for Arbitrary-scale Hyperspectral Super-resolution
Shuo Wang, Mi Wang, Jiaming Wang, Zhenbei Zhang
Pages: 399-418

Enhancing point clouds for multi-scale object monitoring in large railway infrastructure scenes
Hadi Mahamivanan, Jane Matthews, Peter E.D. Love, Farnad Nasirzadeh
Pages: 850-875

Editorial Board
Pages: ii

SSVM: Streaming state vision model for challenging remote sensing object detection
Shilong Jing, Yisa Zhang, Yuchen Zhao, Guangsha Guo, Xianda Xu, Hechong Wang, Hengyi Lv, Yang Feng
Pages: 537-560

Guided diffusion-based image editing for landslide image synthesis in remote sensing change detection
Yixin Luo, Minghao Liu, Wenhan Yang, Qianqian Wu, Jiaying Liu, Peifeng Ma, Man-On Pun
Pages: 690-707

Urban sidewalk detection via a cross-view joint segmentation method using satellite and street-view imagery
Yi Lin, Weijia Li, Jinhua Yu, Junyan Ye, Jun He, Xiang Zhang
Pages: 16-30

Fusion of hyperspectral and multisource remote sensing data using intelligent optimized ensemble learning to estimate the SOC content of seven mangrove species in China
Jun Sun, Weiguo Jiang, Ziyan Ling, Peng Hou, Zhijie Xiao, Zhe Yang, Ze Zhang, Bolin Fu, Lu Liu, Yuyang Li, Xu He
Pages: 708-731

Graph-Regularized Point-to-Trajectory Association for RS-AIS fusion toward maritime moving-ship identification and spatial refinement
Xin Du, Ruofei Zhong, Marco Scaioni, Marco Gianinetto, Shiyue Zhang, Qingyang Li, Zhenxing Sun, Chengming Li
Pages: 130-150

RDA-DETR: Rotation-aware decoupled oriented object detection in aerial images with agent query
Linxia Ji, Li Yan, Hong Xie, Tengfei Wang, Longze Zhu, Hao Wu, Duonan Wang
Pages: 476-491

FICA: Fine-Grained Invariant Causal Adaptation for few-shot remote sensing scene classification
Yansheng Gao, Jinghan Qu, Liqing Lei, Shengsheng Wang
Pages: 459-475

Tracking forest carbon and growth in large-scale passive restoration using multi-temporal airborne lidar
Felipe N. Begliomini, Fabian Jörg Fischer, Srinivasan Keshav, Pedro H.S. Brancalion, Paulo G. Molin, Angelica M. {Almeyda Zambrano}, Angélica Faria {de Resende}, Cassio Toledo, Catherine Torres {de Almeida}, Danilo Roberti {Alves de Almeida}, Davi Ernesto {Alvarenga César}, Eben N. Broadbent, Juliano {van Melis}, Laura Barbosa Vedovato, Paulo Ricardo {da Silva Rodrigues}, Ricardo Ribeiro Rodrigues, Vinicius Castro Souza, David Coomes
Pages: 54-69

Real-time deformation monitoring of long-span bridges by coupling computer vision with inertial measurement
Chen Ruizhe, Tu Wei, Li Qingquan, Yuan Zhibin, Chen Zhipeng, Zhang Bochen, Hua Yuansheng
Pages: 580-600

Estimation of hourly All-Weather land surface temperature in an area with frequent clouds based on satellite passive microwave remote sensing and data assimilation
Yingxu Hou, Ji Zhou, Jikai Duan, Jiaxin Chen, Ziwei Wang, Wenping Yu, Yaozhi Jiang, Yongren Chen, Yi Yuan
Pages: 561-579

Measuring the spatial explicitness of GeoAI and geospatial foundation models: A systematic review and future roadmap
Bing Zhou, Xiao Huang, Siqin Wang, Gengchen Mai, Diya Li, Zhangyu Wang, Qiusheng Wu, Huan Ning, Junbo Wang, Qifan Wu, Yuhao Jia, Ruomei Wang, Shaokun Lyu, Bolong Tang, Zixin Huang
Pages: 601-622

MapGlue: Multimodal remote sensing image matching
Peihao Wu, Yongxiang Yao, Wenfei Zhang, Dong Wei, Yi Wan, Haoyu Guo, Yansheng Li, Yongjun Zhang
Pages: 166-183

DAChanger: A remote sensing change detector inspired by differential amplifier circuit for signal energy Decoupling and geometric consistency
Peng Chen, Guorui Ma, Haiming Zhang, Di Wang, Lunjun Fan, Ya Wen
Pages: 252-272

ParkingTwin: Training-free streaming 3D reconstruction for parking-lot digital twins
Xinhao Liu, Yu Wang, Xiansheng Guo, Gordon Owusu Boateng, Yu Cao, Haonan Si, Xingchen Guo, Nirwan Ansari
Pages: 114-129

Toeplitz-structured deep unfolding network for TomoSAR 3-D reconstruction
Qian Ma, Kun Qian, Peng Shen, Yuting Zhu, Qingsong Wang, Zixiao Lu, Tao Lai, Yi Zhao, Haifeng Huang
Pages: 492-504

SARMelt: MGLANet-driven high-resolution surface melt mapping of circum-Antarctic ice shelves from Sentinel-1 imagery during 2015–2023
Lu Zhang, Qi Zhu, Dong Liang, Yiming Liu, Zherong Wu, Ji Ge, Yuqian Zhang, Huadong Guo
Pages: 70-88

GeoGS: Geometric Prior-Guided Gaussian Splatting for robust urban reconstruction from sparse views
Qilin Zhang, Olaf Wysocki, Boris Jutzi
Pages: 184-201

A vertical FVC profile retrieval method (OLV-FVC) based on airborne LiDAR point cloud under the constraint of optical remote sensing for forest plots
Hui Zhang, Wenquan Zhu, Ge Meng
Pages: 339-359

RIPC: A novel FFT-Based multimodal image matching framework with radiometric, scale and rotation invariance
Tao Peng, Zhiqiang Han, Tengfeng Tang, Xianping Ma, Yuanxin Ye
Pages: 671-689

Beyond coherence: scale-invariant phase quality estimation via gradient-field modeling
Xinyou Song, Lei Zhang, Zhong Lu, Hyung-Sup Jung, Hongyu Liang
Pages: 222-238

Deep unrolling for unified pansharpening with satellite-specific and image-adaptive priors
Tingting Wang, Junjie Chen, Qiuhai Yan, Sunzhe Yang, Junkang Zhang, Faming Fang, Guixu Zhang
Pages: 151-165

PVP-adapter: Dual-branch spatial-frequency adaptation for change detection of photovoltaic panels
Rui Huang, Jianhua Guo, Huanjing Yue, Xiaoqiang Lu, Jingyu Yang
Pages: 360-377

HLS-GPT: A generative pretrained transformer (GPT) for continental-scale NASA harmonized Landsat and Sentinel-2 (HLS) reflectance reconstruction across all bands on arbitrary dates
Junjie Li, Hankui {K. Zhang}, David {P. Roy}
Pages: 623-647

DG-SLAM: A hybrid direct georeferencing and SLAM framework for real-time orthophoto mapping in weak-textured environments
Yao Cui, Yinning Pang, Shuhang Zhang, Guoyan Wang, Hongqi Fan
Pages: 1-15

Aerial–ground LiDAR place recognition with patch-level self-supervised learning and expanded reciprocal re-ranking
Yandi Yang, Xianghong Zou, Jianping Li, Haofeng Xie, Saurav Uprety, Hongzhou Yang, Naser El-Sheimy
Pages: 239-251

A loop-outlier-aware Riemannian pose-graph optimization framework for robust visual localization
Kaiyuan Wu, Guopeng Ding, Shihao Han, Dong Le, Zhihui Du
Pages: 273-288

Aerial Image Gravity Direction Estimation (AGE): Robust single-image estimation by fusing foundation model features with camera geometry
Changjun Zhu, Yi Wan, Dong Wei, Xue Wan, Panwang Xia, Xuejun Huang, Qiong Wu, Yongjun Zhang
Pages: 396-409

Wind and white: the dual controls of cold waves on surface urban heat islands in China
Xiang Li, Wenfeng Zhan, Huilin Du, Shasha Wang, Chunli Wang, Yingying Ji, Chenguang Wang, Zihan Liu, Jiufeng Li, Long Li, Yihan Gao, Shuang Ge
Pages: 648-670

Deep learning-based decoupling of hydro-meteorological signals from Cheonji caldera lake water levels for volcanic precursor detection
Eu-ru Lee, Sung-Hwan Park, Won-Kyung Baek, Hyung-Sup Jung, Ha-Seong Lee, Sun-Cheon Park
Pages: 89-113

Making Transformer interpretable by design: A self-representation architecture for multi-scenario fine-grained land cover mapping
Xiangyu Nie, Zhaohui Xue, Jiahang Liu
Pages: 518-536

CMCL-PR: Cross-modal camera-to-LiDAR place recognition with cross-attention contrastive learning
Qipeng Li, Yuan Zhuang, Wenjun Rao, Zhiyu Jiang
Pages: 505-517

GF7S: A large-scale GaoFen-7 stereo dataset and self-supervised adaptation of FoundationStereo for high-resolution DSM generation
Yinxia Cao, Fenzhen Su, Dongjie Fu, Wenzhou Wu, Fengqin Yan, Rong Fan, Hao Chen, Xin Huang
Pages: 430-458

Arctic sea ice motion retrieval via vision foundation model and cross-sensor SAR
Tian Gao, Chaozhen Lan, Liang Lv, Fushan Yao, Chunxia Zhou, Wenjun Huang, Hanyang Yu, Yongxian Zhang
Pages: 320-338

Edge-preserving and uncertainty-guided domain adaptation for weakly supervised rooftop photovoltaic mapping
Siyuan Wang, Bowen Cai, Zhiwen Luo, Dongyang Hou, Xiaoyu Zheng, Jinglei Liu, Zhenfeng Shao
Pages: 31-53

HCFNet: Hierarchical and complementary feature embedding for remote sensing change captioning
Haoran Gao, Yiming Yan, Zhengning Zhang
Pages: 378-395

ADAPT-Tracker: Adaptive dynamic perception and trajectory-consistent network for aerial multi-object tracking
Jian Zou, Ke Liu, Wei Zhang, Qiang Li, Qi Wang
Pages: 302-319

Advancing hyperspectral nutrient modeling through transfer learning: Insights from foliar N–P–K estimation in cranberries
Dongheng Yang, Yurong Huang, Nanfeng Liu, Erin Wagner Hokanson, Nicole Hansen, Philip A. Townsend
Pages: 202-221

CoRE-UIR: Prior-guided common and residual experts for efficient all-in-one remote sensing image restoration
Zaiyan Zhang, Qiangqiang Yuan, Jie Li, Ziyang Lihe, Yu Wan, Yuzeng Chen, Xin Su, Liangpei Zhang
Pages: 410-429

TALineNet: A benchmark and network for temporally-aware continuous line segment detection in event streams
Xinya Wang, Haitian Zhang, Qinyue Yu, Xiangyuan Wang, Xianrong Wan, Huai Yu
Pages: 289-301

Editorial Board
Pages: ii

SSVM: Streaming state vision model for challenging remote sensing object detection
Shilong Jing, Yisa Zhang, Yuchen Zhao, Guangsha Guo, Xianda Xu, Hechong Wang, Hengyi Lv, Yang Feng
Pages: 537-560

Guided diffusion-based image editing for landslide image synthesis in remote sensing change detection
Yixin Luo, Minghao Liu, Wenhan Yang, Qianqian Wu, Jiaying Liu, Peifeng Ma, Man-On Pun
Pages: 690-707

Urban sidewalk detection via a cross-view joint segmentation method using satellite and street-view imagery
Yi Lin, Weijia Li, Jinhua Yu, Junyan Ye, Jun He, Xiang Zhang
Pages: 16-30

Fusion of hyperspectral and multisource remote sensing data using intelligent optimized ensemble learning to estimate the SOC content of seven mangrove species in China
Jun Sun, Weiguo Jiang, Ziyan Ling, Peng Hou, Zhijie Xiao, Zhe Yang, Ze Zhang, Bolin Fu, Lu Liu, Yuyang Li, Xu He
Pages: 708-731

Graph-Regularized Point-to-Trajectory Association for RS-AIS fusion toward maritime moving-ship identification and spatial refinement
Xin Du, Ruofei Zhong, Marco Scaioni, Marco Gianinetto, Shiyue Zhang, Qingyang Li, Zhenxing Sun, Chengming Li
Pages: 130-150

RDA-DETR: Rotation-aware decoupled oriented object detection in aerial images with agent query
Linxia Ji, Li Yan, Hong Xie, Tengfei Wang, Longze Zhu, Hao Wu, Duonan Wang
Pages: 476-491

FICA: Fine-Grained Invariant Causal Adaptation for few-shot remote sensing scene classification
Yansheng Gao, Jinghan Qu, Liqing Lei, Shengsheng Wang
Pages: 459-475

Tracking forest carbon and growth in large-scale passive restoration using multi-temporal airborne lidar
Felipe N. Begliomini, Fabian Jörg Fischer, Srinivasan Keshav, Pedro H.S. Brancalion, Paulo G. Molin, Angelica M. {Almeyda Zambrano}, Angélica Faria {de Resende}, Cassio Toledo, Catherine Torres {de Almeida}, Danilo Roberti {Alves de Almeida}, Davi Ernesto {Alvarenga César}, Eben N. Broadbent, Juliano {van Melis}, Laura Barbosa Vedovato, Paulo Ricardo {da Silva Rodrigues}, Ricardo Ribeiro Rodrigues, Vinicius Castro Souza, David Coomes
Pages: 54-69

Real-time deformation monitoring of long-span bridges by coupling computer vision with inertial measurement
Chen Ruizhe, Tu Wei, Li Qingquan, Yuan Zhibin, Chen Zhipeng, Zhang Bochen, Hua Yuansheng
Pages: 580-600

Estimation of hourly All-Weather land surface temperature in an area with frequent clouds based on satellite passive microwave remote sensing and data assimilation
Yingxu Hou, Ji Zhou, Jikai Duan, Jiaxin Chen, Ziwei Wang, Wenping Yu, Yaozhi Jiang, Yongren Chen, Yi Yuan
Pages: 561-579

Measuring the spatial explicitness of GeoAI and geospatial foundation models: A systematic review and future roadmap
Bing Zhou, Xiao Huang, Siqin Wang, Gengchen Mai, Diya Li, Zhangyu Wang, Qiusheng Wu, Huan Ning, Junbo Wang, Qifan Wu, Yuhao Jia, Ruomei Wang, Shaokun Lyu, Bolong Tang, Zixin Huang
Pages: 601-622

MapGlue: Multimodal remote sensing image matching
Peihao Wu, Yongxiang Yao, Wenfei Zhang, Dong Wei, Yi Wan, Haoyu Guo, Yansheng Li, Yongjun Zhang
Pages: 166-183

DAChanger: A remote sensing change detector inspired by differential amplifier circuit for signal energy Decoupling and geometric consistency
Peng Chen, Guorui Ma, Haiming Zhang, Di Wang, Lunjun Fan, Ya Wen
Pages: 252-272

ParkingTwin: Training-free streaming 3D reconstruction for parking-lot digital twins
Xinhao Liu, Yu Wang, Xiansheng Guo, Gordon Owusu Boateng, Yu Cao, Haonan Si, Xingchen Guo, Nirwan Ansari
Pages: 114-129

Toeplitz-structured deep unfolding network for TomoSAR 3-D reconstruction
Qian Ma, Kun Qian, Peng Shen, Yuting Zhu, Qingsong Wang, Zixiao Lu, Tao Lai, Yi Zhao, Haifeng Huang
Pages: 492-504

SARMelt: MGLANet-driven high-resolution surface melt mapping of circum-Antarctic ice shelves from Sentinel-1 imagery during 2015–2023
Lu Zhang, Qi Zhu, Dong Liang, Yiming Liu, Zherong Wu, Ji Ge, Yuqian Zhang, Huadong Guo
Pages: 70-88

GeoGS: Geometric Prior-Guided Gaussian Splatting for robust urban reconstruction from sparse views
Qilin Zhang, Olaf Wysocki, Boris Jutzi
Pages: 184-201

A vertical FVC profile retrieval method (OLV-FVC) based on airborne LiDAR point cloud under the constraint of optical remote sensing for forest plots
Hui Zhang, Wenquan Zhu, Ge Meng
Pages: 339-359

RIPC: A novel FFT-Based multimodal image matching framework with radiometric, scale and rotation invariance
Tao Peng, Zhiqiang Han, Tengfeng Tang, Xianping Ma, Yuanxin Ye
Pages: 671-689

Beyond coherence: scale-invariant phase quality estimation via gradient-field modeling
Xinyou Song, Lei Zhang, Zhong Lu, Hyung-Sup Jung, Hongyu Liang
Pages: 222-238

Deep unrolling for unified pansharpening with satellite-specific and image-adaptive priors
Tingting Wang, Junjie Chen, Qiuhai Yan, Sunzhe Yang, Junkang Zhang, Faming Fang, Guixu Zhang
Pages: 151-165

PVP-adapter: Dual-branch spatial-frequency adaptation for change detection of photovoltaic panels
Rui Huang, Jianhua Guo, Huanjing Yue, Xiaoqiang Lu, Jingyu Yang
Pages: 360-377

HLS-GPT: A generative pretrained transformer (GPT) for continental-scale NASA harmonized Landsat and Sentinel-2 (HLS) reflectance reconstruction across all bands on arbitrary dates
Junjie Li, Hankui {K. Zhang}, David {P. Roy}
Pages: 623-647

DG-SLAM: A hybrid direct georeferencing and SLAM framework for real-time orthophoto mapping in weak-textured environments
Yao Cui, Yinning Pang, Shuhang Zhang, Guoyan Wang, Hongqi Fan
Pages: 1-15

Aerial–ground LiDAR place recognition with patch-level self-supervised learning and expanded reciprocal re-ranking
Yandi Yang, Xianghong Zou, Jianping Li, Haofeng Xie, Saurav Uprety, Hongzhou Yang, Naser El-Sheimy
Pages: 239-251

A loop-outlier-aware Riemannian pose-graph optimization framework for robust visual localization
Kaiyuan Wu, Guopeng Ding, Shihao Han, Dong Le, Zhihui Du
Pages: 273-288

Aerial Image Gravity Direction Estimation (AGE): Robust single-image estimation by fusing foundation model features with camera geometry
Changjun Zhu, Yi Wan, Dong Wei, Xue Wan, Panwang Xia, Xuejun Huang, Qiong Wu, Yongjun Zhang
Pages: 396-409

Wind and white: the dual controls of cold waves on surface urban heat islands in China
Xiang Li, Wenfeng Zhan, Huilin Du, Shasha Wang, Chunli Wang, Yingying Ji, Chenguang Wang, Zihan Liu, Jiufeng Li, Long Li, Yihan Gao, Shuang Ge
Pages: 648-670

Deep learning-based decoupling of hydro-meteorological signals from Cheonji caldera lake water levels for volcanic precursor detection
Eu-ru Lee, Sung-Hwan Park, Won-Kyung Baek, Hyung-Sup Jung, Ha-Seong Lee, Sun-Cheon Park
Pages: 89-113

Making Transformer interpretable by design: A self-representation architecture for multi-scenario fine-grained land cover mapping
Xiangyu Nie, Zhaohui Xue, Jiahang Liu
Pages: 518-536

CMCL-PR: Cross-modal camera-to-LiDAR place recognition with cross-attention contrastive learning
Qipeng Li, Yuan Zhuang, Wenjun Rao, Zhiyu Jiang
Pages: 505-517

GF7S: A large-scale GaoFen-7 stereo dataset and self-supervised adaptation of FoundationStereo for high-resolution DSM generation
Yinxia Cao, Fenzhen Su, Dongjie Fu, Wenzhou Wu, Fengqin Yan, Rong Fan, Hao Chen, Xin Huang
Pages: 430-458

Arctic sea ice motion retrieval via vision foundation model and cross-sensor SAR
Tian Gao, Chaozhen Lan, Liang Lv, Fushan Yao, Chunxia Zhou, Wenjun Huang, Hanyang Yu, Yongxian Zhang
Pages: 320-338

Edge-preserving and uncertainty-guided domain adaptation for weakly supervised rooftop photovoltaic mapping
Siyuan Wang, Bowen Cai, Zhiwen Luo, Dongyang Hou, Xiaoyu Zheng, Jinglei Liu, Zhenfeng Shao
Pages: 31-53

HCFNet: Hierarchical and complementary feature embedding for remote sensing change captioning
Haoran Gao, Yiming Yan, Zhengning Zhang
Pages: 378-395

ADAPT-Tracker: Adaptive dynamic perception and trajectory-consistent network for aerial multi-object tracking
Jian Zou, Ke Liu, Wei Zhang, Qiang Li, Qi Wang
Pages: 302-319

Advancing hyperspectral nutrient modeling through transfer learning: Insights from foliar N–P–K estimation in cranberries
Dongheng Yang, Yurong Huang, Nanfeng Liu, Erin Wagner Hokanson, Nicole Hansen, Philip A. Townsend
Pages: 202-221

CoRE-UIR: Prior-guided common and residual experts for efficient all-in-one remote sensing image restoration
Zaiyan Zhang, Qiangqiang Yuan, Jie Li, Ziyang Lihe, Yu Wan, Yuzeng Chen, Xin Su, Liangpei Zhang
Pages: 410-429

TALineNet: A benchmark and network for temporally-aware continuous line segment detection in event streams
Xinya Wang, Haitian Zhang, Qinyue Yu, Xiangyuan Wang, Xianrong Wan, Huai Yu
Pages: 289-301

Editorial Board
Pages: ii

Corrigendum to “A survey of publicly available multi-temporal point cloud datasets” [ISPRS J. Photogramm. Rem. Sens. 231 (2026) 815–836]
Ole Wegen, Willy Scheibel, Rico Richter, Jürgen Döllne
Pages: 273

Explicit spatial localization and task-adaptive balancing for remote sensing image-text retrieval
Chengyu Zheng, Hanzhang Lu, Qianyu Shang, Yong Gao, Jie Nie, Shan Du
Pages: 109-122

Pixels, points and polygons: A dataset and benchmark for multimodal building vectorization
Raphael Sulzer, Liuyun Duan, Nicolas Girard, Florent Lafarge
Pages: 23-40

Multi-source remote sensing workflow (PlanetScope and Sentinel-1/2) applied to LULCC analysis (2016–2024) in the SDERM-CGSM Ramsar Site, Colombia
Cristian C. Montes-Chaura, Lina Latorre-Conde, Dayron Quintero-Rodriguez, Brayan Estupiñan-Angarita, José Rodriguez-Bolaños, Jesús Emilio Pinto-Lopera
Pages: 231-252

MMDiff: Multi-modal remote sensing image generation via cross-modality spatial feature transfer
Haojun Tang, Wenda Zhao, Hengshuai Cui, Haipeng Wang
Pages: 93-108

Sparse weakly semi-supervised learning for oriented ship detection in polarimetric SAR images
Yucong He, Gui Gao, Tianwen Zhang, Dunyun He
Pages: 1-22

Combining knowledge-based training data generation and deep learning algorithms for mapping surface water bodies, wetlands, and paddy rice in Northeast Asia
Chenchen Zhang, Xiangming Xiao, Cheng Meng, Xinxin Wang, Leikun Yin, Dehua Mao, Shenglai Yin, Yuan Yao, Li Pan, Baihong Pan, Xuebin Yang, Yuanwei Qin, Jinwei Dong
Pages: 60-76

AWARE: Adaptive whole-body active rotating control for enhanced LiDAR-inertial odometry under human-in-the-loop interaction
Yizhe Zhang, Jianping Li, Liangliang Yin, Zhen Dong, Bisheng Yang
Pages: 139-157

Foggy-UAVCD and DSRF-Net: Benchmarking robust satellite–UAV change detection under fog degradation
Xiu-Wen Huang, Qing-Ling Shu, Kai-Xuan Jiang, Wei Lu, Si-Bao Chen, Jin Tang, Bin Luo
Pages: 213-230

PSSformer: A persistent scatters selection method for SAR interferometry based on temporal-spatial vision transformers
Yifan Zhang, Jordi J. Mallorqui, Wen Wang, Yu Qiu, Yaogang Chen, Leixin Zhang, Liqun Liu
Pages: 193-212

MRIo3DS-Net: a mutually reinforcing images to 3D surface RNN-like framework for model-adaptation indoor 3D reconstruction
Chang Li, Jiao Guo, Yufei Zhao, Yongjun Zhang, Gang Xiong
Pages: 123-138

Mapping forest structure: A 3D deep learning benchmark for ground-based LiDAR
Diego Laino, Carlos Cabo, Romain Janvier, Celestino Ordonez, Rodolfo Bolanos, Stefan H. Doerr, Andrew T. Hudak, Cristina Santin
Pages: 253-272

SMS-Diff: Physics-aware spectral-spatial diffusion for unified geospatial multi-modal reconstruction
Wenzheng Zhang, Zhanlong Chen, Mengxi Zhang, Chenxing Sun, Run Wang, Jincheng Shuang, Junli Zhao
Pages: 41-59

Physics-informed regression-residual reconstruction and group fusion dual-attention transformer for methane plume detection
Lanxin Wu, Jiangtao Peng, Bing Yang, Weiwei Sun
Pages: 158-173

Segmentation-guided and attention-enhanced GAN for SAR image restoration under multi-type interference
Xiaoyu Xu, Weiwei Fan, Jinbiao Du, Feng Zhou, Jun Sun, Maria Sabrina Greco, Fulvio Gini
Pages: 174-192

DSTD: Dual stable triangle descriptor with sliding window optimization for LiDAR place recognition
Pengcheng Shi, Jiajun Chen, Junqi Luo, Yongjun Zhang, Jiayuan Li
Pages: 77-92

UAS pose estimation based on image-assisted total stations
Lucas Dammert, Jan Rhomberg-Kauert, Camillo Ressl, Tomas Thalmann, David Monetti, Hans-Berndt Neuner, Gottfried Mandlburger
Article: 100125

New approaches of handling waves in photo-bathymetry
Hans-Gerd Maas, Hannes Sardemann, Christian Mulsow, Laure-Anne Gueguen, Gottfried Mandlburger
Article: 100127

Spatio-temporal compliance monitoring in land administration using an earth observation–enabled LADM framework
Okan Yılmaz, Mehmet Alkan
Article: 100124

DSM generation from VHR spaceborne imagery using deep learning-based land-cover-aware GCP extraction
Karlheinz Gutjahr, Ana Gregorac, Janik Deutscher, Roland Perko
Article: 100123

Diagnostic spectral features for plastic litter detection in freshwater environments
Christine Atuhaire, Ronald Semyalo, Lydia Mazzi Kayondo, Joyce {Nakatumba Nabende}, Lydia Nakimbugwe, Umar Katongole, Anthony Gidudu
Article: 100126