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Volume XI-3-2026, 2026 | XXV ISPRS Congress 2026 “From Imagery to Understanding”, Commission III

4–11 July 2026, Toronto, Canada
Editor(s): Songnian Li, Derek Lichti, Shabnam Jabari, Laurent Polidori, Alessandra Gomes, and Jean-Francois Faure
Volumes
Volumes

Volume XI-3-2026, 2026 | XXV ISPRS Congress 2026 “From Imagery to Understanding”, Commission III

4–11 July 2026, Toronto, Canada
Editor(s): Songnian Li, Derek Lichti, Shabnam Jabari, Laurent Polidori, Alessandra Gomes, and Jean-Francois Faure
Author index | Keyword index
WG III/1 – Remote Sensing Data Processing and Understanding
08 Jul 2026
Learning from Maps to Update Them: A Deep Learning-Based Approach Using Multimodal Airborne Data
Geethanjali Anjanappa and Sander Oude Elberink
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 1–9, https://doi.org/10.5194/isprs-annals-XI-3-2026-1-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-1-2026, 2026
08 Jul 2026
deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal
Lorenzo Beltrame, Jules Salzinger, Filip Svoboda, Phillipp Fanta-Jende, Jasmin Lampert, Radu Timofte, and Marco Körner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 11–18, https://doi.org/10.5194/isprs-annals-XI-3-2026-11-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-11-2026, 2026
08 Jul 2026
Synergizing Foundation Model Transfer and Phenological Information for Fine-Grained Forest Segmentation
Youcef Ben Ghorbel, Guneet Mutreja, Mareike Weishaupt, and Jiaojiao Tian
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 19–26, https://doi.org/10.5194/isprs-annals-XI-3-2026-19-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-19-2026, 2026
08 Jul 2026
Imaging wind field from videos: an innovative tool for urban scale measurements
Annia Benchadi and Jairo Acuña Paz Y Miño
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 27–34, https://doi.org/10.5194/isprs-annals-XI-3-2026-27-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-27-2026, 2026
08 Jul 2026
Evaluating the Impact of Super-Resolution for Coastal Boundary Segmentation Using Deep Learning for High-Resolution Imagery
Marc-André Blais and Moulay A. Akhloufi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 35–42, https://doi.org/10.5194/isprs-annals-XI-3-2026-35-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-35-2026, 2026
08 Jul 2026
Detecting Moving Vehicles on Sentinel-2 Imagery Using Semi-Automatic Labeling From S2A/S2C Tandem Phase
Guillaume Buthmann, Florentin Poucin, and Jérémy Anger
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 43–50, https://doi.org/10.5194/isprs-annals-XI-3-2026-43-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-43-2026, 2026
08 Jul 2026
Multi-modal semantic segmentation for open vocabulary interactions with remote sensing images
Jinkun Dai, Tao Peng, Yuhang Xue, Xianping Ma, and Yuanxin Ye
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 51–60, https://doi.org/10.5194/isprs-annals-XI-3-2026-51-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-51-2026, 2026
08 Jul 2026
Pseudo-labeling strategy and U-Net for high-resolution LULC mapping using CBERS-04A imagery in the ServidĂŁo river basin, Brazil
Danilo Marques de Magalhães, Murilo Marinho Pardo Lucas, and Edgar Auler Galvão de França
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 61–68, https://doi.org/10.5194/isprs-annals-XI-3-2026-61-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-61-2026, 2026
08 Jul 2026
Evaluating Mask R-CNN for instance segmentation of ceramic roofs in a Brazilian urban area using UAV imagery
Marcelo Henrique de Oliveira, Danilo Marques de MagalhĂŁes, Antonio Vieira dos Santos JĂșnior, Diandra dos Santos Moura, TomĂĄs Lyra Lutterbach, VitĂłria Diniz de Oliveira, and Luisa da Cunha Vieira
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 69–74, https://doi.org/10.5194/isprs-annals-XI-3-2026-69-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-69-2026, 2026
08 Jul 2026
Concealed Object Discrimination in Forested Areas Using PolTomoSAR with Various Baseline Configurations
Youssra El Bennioui, Laurent Ferro-famil, and Yue Huang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 75–80, https://doi.org/10.5194/isprs-annals-XI-3-2026-75-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-75-2026, 2026
08 Jul 2026
Local Non-Maximum Suppression: Enhancing Object Detection in Large-Scale Remote Sensing Images via iterative pipelined Postprocessing
Bettina Felten, Wolfgang Gross, and Andreas Michel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 81–90, https://doi.org/10.5194/isprs-annals-XI-3-2026-81-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-81-2026, 2026
08 Jul 2026
Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification
Jonathan GonzĂĄlez Santiago, Wolfgang Gross, Karsten Schulz, Wolfgang Middelmann, and Uwe Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 91–99, https://doi.org/10.5194/isprs-annals-XI-3-2026-91-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-91-2026, 2026
08 Jul 2026
Graph-Attention Network for Spatially-Aware Post-Hurricane Building Damage Assessment from UAV Imagery
Fuad Hasan, Chul Min Yeum, Ali Lesani, and Rodrigo Costa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 101–108, https://doi.org/10.5194/isprs-annals-XI-3-2026-101-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-101-2026, 2026
08 Jul 2026
Cube Kernel: A Novel Approach to Enable Local Gradient Flow Across Channels in CNNs
Zhimeng He, Yuwei Cai, Meiliu Wu, Xinyan Xian, and Brian Barrett
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 109–116, https://doi.org/10.5194/isprs-annals-XI-3-2026-109-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-109-2026, 2026
08 Jul 2026
Combining specialized Sentinel-2 time series features with AlphaEarth Foundations for forest type mapping
Benedikt Hiebl, Nicola Alessi, Giacomo Calvia, Alessandro Bricca, Gianmaria Bonari, Giulio Zangari, Stefan Zerbe, and Martin Rutzinger
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 117–124, https://doi.org/10.5194/isprs-annals-XI-3-2026-117-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-117-2026, 2026
08 Jul 2026
Knowledge Graph Enhanced for Zero-Shot Semantic Segmentation in Remote Sensing Imagery
Wubiao Huang, Huchen Li, Shuai Zhang, Haibing Liu, Zizhen Chen, Shihan Chen, and Fei Deng
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 125–132, https://doi.org/10.5194/isprs-annals-XI-3-2026-125-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-125-2026, 2026
08 Jul 2026
Edge Knowledge Distillation Guided Lightweight Change Detection Network
Tingyu Ji, Yixin Chen, Ruiqian Zhang, Xiaogang Ning, Xiao Huang, Hanchao Zhang, Weibin Ma, Chunquan Cheng, and Jiaming Wang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 133–141, https://doi.org/10.5194/isprs-annals-XI-3-2026-133-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-133-2026, 2026
08 Jul 2026
A Collaborative Detection Method of Small Unmanned Aerial Vehicle Target via Multi-modal Feature Fusion in Complex Background
Wen Jiang, Keyi Zhang, Yanping Wang, Yun Lin, and Fukun Bi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 143–149, https://doi.org/10.5194/isprs-annals-XI-3-2026-143-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-143-2026, 2026
08 Jul 2026
A Spatiotemporal Evaluation Framework for MODIS-Derived Fire Events
Bahareh Kalantar, Naonori Ueda, and Husam Al-Najjar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 151–156, https://doi.org/10.5194/isprs-annals-XI-3-2026-151-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-151-2026, 2026
08 Jul 2026
Estimation of surface nitrogen dioxide (NO2) using TEMPO satellite data and machine learning
Neda Kolahi, Costas Armenakis, and Mark D. Gordon
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 157–162, https://doi.org/10.5194/isprs-annals-XI-3-2026-157-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-157-2026, 2026
08 Jul 2026
Leveraging Pretrained Priors for Weakly Supervised Semantic Segmentation of Remote Sensing Images
Xin Li, Nicola Genzano, Marco Gianinetto, and Marco Scaioni
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 163–172, https://doi.org/10.5194/isprs-annals-XI-3-2026-163-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-163-2026, 2026
08 Jul 2026
CFMap: A Deep Convolutional Neural Network for Predicting Wildfire Risk Maps
Lucas Lopes, Rafik Ghali, and Moulay A. Akhloufi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 173–178, https://doi.org/10.5194/isprs-annals-XI-3-2026-173-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-173-2026, 2026
08 Jul 2026
RefineNet: a Confidence-aware Deep Online Learning Framework to Refine Real-world Point Cloud Semantic Segmentation
Sharath Chandra Madanu, Shenglan Du, Jantien Stoter, and Daan van der Heide
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 179–185, https://doi.org/10.5194/isprs-annals-XI-3-2026-179-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-179-2026, 2026
08 Jul 2026
Detecting Marine Pollutants Using Sentinel-1 SAR and Sentinel-2 Optical Imagery
Jason Manesis, Paraskevi Mikeli, Katerina Kikaki, Ioannis Kakogeorgiou, Athanasios Karmas, and Konstantinos Karantzalos
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 187–192, https://doi.org/10.5194/isprs-annals-XI-3-2026-187-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-187-2026, 2026
08 Jul 2026
Image-Level and Feature-Level Semantic-Aware Architecture for Cross Domain Semantic Segmentation of High-Resolution Remote Sensing Imagery
Jianhao Miao, Xinghua Li, and Xuechen Bai
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 193–198, https://doi.org/10.5194/isprs-annals-XI-3-2026-193-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-193-2026, 2026
08 Jul 2026
Tree Species Classification Based on Detailed Shape Evaluation of Bark and Leaf Using Deep Learning
Tomohiro Mizoguchi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 199–204, https://doi.org/10.5194/isprs-annals-XI-3-2026-199-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-199-2026, 2026
08 Jul 2026
Assessing the Impact of Spatial Resolution on Morphological Spatial Pattern Analysis of Urban Green Infrastructure Connectivity: A Case Study of Miami-Dade County, USA
Oumayma Moufid and Sarbeswar Praharaj
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 205–213, https://doi.org/10.5194/isprs-annals-XI-3-2026-205-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-205-2026, 2026
08 Jul 2026
Evaluating Super-Resolution Models for Real-World Sentinel-2 Applications: A Case Study
Ron MĂŒhlhaus, Sandeep Kumar Jangir, Cecilia Curreli, Paul Karlshöfer, and Daniel Cremers
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 215–222, https://doi.org/10.5194/isprs-annals-XI-3-2026-215-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-215-2026, 2026
08 Jul 2026
AI Indexing of Aerial LiDAR Point Cloud for Efficient Query
Mohana Murugan and Anandakumar M. Ramiya
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 223–229, https://doi.org/10.5194/isprs-annals-XI-3-2026-223-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-223-2026, 2026
08 Jul 2026
Segmentation-driven statistics-aware workflow for detailed scene description of UAV images using Mistral and LORA powered model
Bhargav Parulekar and Anandakumar M. Ramiya
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 231–236, https://doi.org/10.5194/isprs-annals-XI-3-2026-231-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-231-2026, 2026
08 Jul 2026
A Structured Query Language Approach for processing Smartphone-based LiDAR of Understory Vegetation
Rory Pittman and Baoxin Hu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 237–244, https://doi.org/10.5194/isprs-annals-XI-3-2026-237-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-237-2026, 2026
08 Jul 2026
Synthetic Forest: A UAV Laser Scanning Benchmark Dataset for Individual Tree Segmentation, Classification, and Wood Volume Estimation
Habib Pourdelan, Martin Tomko, and Kourosh Khoshelham
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 245–251, https://doi.org/10.5194/isprs-annals-XI-3-2026-245-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-245-2026, 2026
08 Jul 2026
Fine-Grained Remote Sensing Imagery Generation Driven by Expert Knowledge and Hierarchical Captions
Jiaxin Ren, Wanzeng Liu, Feng Zhang, Jun Chen, Jiadong Zhang, Shunxi Yin, Shaoxuan Zhao, Guanfan Xi, Di Chen, and Kuanlin Dong
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 253–260, https://doi.org/10.5194/isprs-annals-XI-3-2026-253-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-253-2026, 2026
08 Jul 2026
A Comparison of CNN, Transformer, and Open-Vocabulary Architectures for Real-Time Photovoltaic Defect Detection Using UAV Thermal Imagery
Aissam Salah, Mouad Jabrane, and Imane Sebari
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 261–267, https://doi.org/10.5194/isprs-annals-XI-3-2026-261-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-261-2026, 2026
08 Jul 2026
Large-Scale InSAR Deformation Monitoring Using Realistic Simulation-Based Training of a Temporal Convolutional Network: Application to the Phlegraean Fields, Italy
Kourosh Shahryarinia, Mohammad Omidalizarandi, and Ingo Neumann
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 269–278, https://doi.org/10.5194/isprs-annals-XI-3-2026-269-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-269-2026, 2026
08 Jul 2026
SpectralNet-X: Transformer-based Lossy Compression for Hyperspectral Satellite Data
Jannik Sheikh, Jannick Kuester, Wolfgang Gross, Andreas Michel, and Martin Weinmann
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 279–288, https://doi.org/10.5194/isprs-annals-XI-3-2026-279-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-279-2026, 2026
08 Jul 2026
Impact of Geometric Priors: Advanced Fine-grained Airplane Detection with Geometric Details in High-resolution Satellite Images
Tobias Traiser, Hai Huang, and Helmut Mayer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 289–296, https://doi.org/10.5194/isprs-annals-XI-3-2026-289-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-289-2026, 2026
08 Jul 2026
Improving Urban Point Cloud Classification Using Dynamic Local Context-Based Point Confidence
Jayati Vijaywargiya and Anandakumar M. Ramiya
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 297–305, https://doi.org/10.5194/isprs-annals-XI-3-2026-297-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-297-2026, 2026
08 Jul 2026
LAD-Enhancer: A Lightweight All in One Aerial Detection Enhancer Under Adverse Weather
Yu Wan, Jie Li, Liupeng Lin, Zaiyan Zhang, Qiangqiang Yuan, and Huanfeng Shen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 307–313, https://doi.org/10.5194/isprs-annals-XI-3-2026-307-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-307-2026, 2026
08 Jul 2026
Temporal-Spatial Tubelet Embedding for Cloud-Robust MSI Reconstruction using MSI-SAR Fusion: A Multi-Head Self-Attention Video Vision Transformer Approach
Yiqun Wang, Lujun Li, Meiru Yue, and Radu State
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 315–323, https://doi.org/10.5194/isprs-annals-XI-3-2026-315-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-315-2026, 2026
08 Jul 2026
OG-TPTV: A Texture-Preserving Regularizer for Hyperspectral Image Denoising
Zhangping Wu and Mi Wang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 325–332, https://doi.org/10.5194/isprs-annals-XI-3-2026-325-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-325-2026, 2026
08 Jul 2026
Predictive Modeling of Urban Heat Islands in Indian Cities: A Case Study of Jaipur city, Rajasthan, India
Aryan Yadav, Kakoli Saha, and Marguerite Madden
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 333–339, https://doi.org/10.5194/isprs-annals-XI-3-2026-333-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-333-2026, 2026
08 Jul 2026
Infrared-Visible Image Fusion Method Based on Differential Feature Enhancement and Cross-Modal Attention
Huang Zhang, Lina Xu, Qing Zhou, Tiyou Zhou, Siyu Liu, Xincai Chang, and Hao Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 341–350, https://doi.org/10.5194/isprs-annals-XI-3-2026-341-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-341-2026, 2026
WG III/2 – Spectral and Thermal Data Processing and Analytics
08 Jul 2026
Unsupervised tree species classification with UAV ultra-high resolution multispectral imaging
Larissa Ane De Sousa Lima and Krzysztof BakuƂa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 351–358, https://doi.org/10.5194/isprs-annals-XI-3-2026-351-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-351-2026, 2026
08 Jul 2026
A spatial and spectral Analysis of the Sentinel-2 nighttime Image
Merlijn I. Dingemanse, Daniele Cerra, Ferran Gascon, and Tobias Storch
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 359–366, https://doi.org/10.5194/isprs-annals-XI-3-2026-359-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-359-2026, 2026
08 Jul 2026
Effect of Hyperspectral Data Compression on Data Pre-processing: Analysis of Reconstruction Error Propagation
Jannick Kuester, Wolfgang Gross, Simon Schreiner, Andreas Michel, Jannik Sheikh, Joshua Dare-Cullen, and Michael Heizmann
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 367–375, https://doi.org/10.5194/isprs-annals-XI-3-2026-367-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-367-2026, 2026
08 Jul 2026
Research on Identification Methods of Industrial Heat Source Integrating Thermal Anomaly Features
Yu Liu, Xinyuan Gao, Lijuan Zheng, Hailun Dai, and Lijing Xu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 377–382, https://doi.org/10.5194/isprs-annals-XI-3-2026-377-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-377-2026, 2026
08 Jul 2026
A Multi Scale Strip-wise ConvNet for Infrared Image Stripe Removal
Wei You, Zhiqiang Bian, Xinbo Zhou, Yi Xu, and Kaimin Sun
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 383–392, https://doi.org/10.5194/isprs-annals-XI-3-2026-383-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-383-2026, 2026
WG III/3 – Active Microwave Remote Sensing
08 Jul 2026
A Novel Approach for Data Fusion of SAR (EOS-4) and Optical Multispectral (Sentinel-2) Data
Nidhi Chaubey, Srivally M.V., Sumit Pandey, Asha Rani B., and Neeraj Mishra
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 393–402, https://doi.org/10.5194/isprs-annals-XI-3-2026-393-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-393-2026, 2026
08 Jul 2026
Leveraging Polarized Ku- and C-band Radar Backscatter Time Series for Sea Ice Thickness Prediction using Random Forest
Mehran Dadjoo and Dustin Isleifson
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 403–409, https://doi.org/10.5194/isprs-annals-XI-3-2026-403-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-403-2026, 2026
08 Jul 2026
Practical Implementation and Adaptation of Rainforest-Based Inter-calibration for ESCAT-ASCAT Scatterometer Data Records
Clay Harrison, Sebastian Hahn, Roland Lindorfer, Thomas Melzer, Raffaele Crapolicchio, and Wolfgang Wagner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 411–417, https://doi.org/10.5194/isprs-annals-XI-3-2026-411-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-411-2026, 2026
08 Jul 2026
Evaluating the Potential and Added Value of Interferometric Coherence in Flood Mapping Across Various Environments
Sulaiman Fayez Hotaki, Mahmud Haghshenas Haghighi, and Mahdi Motagh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 419–426, https://doi.org/10.5194/isprs-annals-XI-3-2026-419-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-419-2026, 2026
08 Jul 2026
Stereo SAR for Building Imaging
Yun Lin, Yanping Wang, Junqi Tian, Jiankun Dong, Wenjie Shen, and Wen Jiang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 427–432, https://doi.org/10.5194/isprs-annals-XI-3-2026-427-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-427-2026, 2026
08 Jul 2026
Evaluating Ground Deformation in Low-Coherence Agricultural Areas Using Multi-Temporal InSAR Analysis
Mingyue Ma, Mahmud Haghshenas Haghighi, and Mahdi Motagh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 433–440, https://doi.org/10.5194/isprs-annals-XI-3-2026-433-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-433-2026, 2026
08 Jul 2026
Flood mapping using multi-temporal Sentinel-1 SAR images: A case study from Lower TubarĂŁo River Sub-basin, Santa Catarina State, Brazil
Liliana Sayuri Osako
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 441–446, https://doi.org/10.5194/isprs-annals-XI-3-2026-441-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-441-2026, 2026
08 Jul 2026
A New SAR Interferometry Approach to Linear Infrastructure Monitoring using Spatial Displacement Gradients
Andreas Piter, Mahmud Haghshenas Haghighi, and Mahdi Motagh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 447–454, https://doi.org/10.5194/isprs-annals-XI-3-2026-447-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-447-2026, 2026
08 Jul 2026
Deformation Monitoring and Analysis of Railway Bridges Integrating Time-Series InSAR and Finite-Element Modeling
Xiaoqiong Qin, Qingbo Ma, Chisheng Wang, Linfu Xie, and Xiangsheng Chen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 455–459, https://doi.org/10.5194/isprs-annals-XI-3-2026-455-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-455-2026, 2026
08 Jul 2026
Modeling tunnel excavation in Taipei, Taiwan, using a Gaussian trough and single-look Sentinel-1 InSAR time series
Erik Rivas, Mahmud Haghshenas Haghighi, and Mahdi Motagh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 461–468, https://doi.org/10.5194/isprs-annals-XI-3-2026-461-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-461-2026, 2026
08 Jul 2026
Towards Country-Wide LoD1 City Model Reconstruction of from TanDEM-X Intensity Images
Michael Schmitt, Michael Recla, Christopher Ummerle, and Islam Mansour
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 469–475, https://doi.org/10.5194/isprs-annals-XI-3-2026-469-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-469-2026, 2026
08 Jul 2026
Temporal Variation-Guided Self-Supervised PolSAR Despeckling Network
Shaowei Shi, Liupeng Lin, Jie Li, Qiangqiang Yuan, and Huanfeng Shen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 477–483, https://doi.org/10.5194/isprs-annals-XI-3-2026-477-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-477-2026, 2026
08 Jul 2026
Assessment of Hydrocarbon Production Induced Surface Deformation over Inglewood oilfield, Los Angeles
Imeime Uyo, Mahdi Motagh, Mahmud Haghshenas Haghighi, and Vamshi Karanam
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 485–492, https://doi.org/10.5194/isprs-annals-XI-3-2026-485-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-485-2026, 2026
08 Jul 2026
Flood Depth Mapping from SAR Imagery Using CS-Mamba with DEM Sensitivity Analysis
Zhongyuan Yang, Wei Yuan, Weihang Ran, Changqing Liu, Bruno Adriano, Ryosuke Shibasaki, and Shunichi Koshimura
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 493–500, https://doi.org/10.5194/isprs-annals-XI-3-2026-493-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-493-2026, 2026
WG III/4 – Landuse and Landcover Change Detection
08 Jul 2026
Community Managed vs. Protected Forests: A Remote Sensing Workflow for Assessing Forest Conservation in Liberia (2002–2024)
Amanda D. AragĂłn, Marguerite Madden, and Matthew R. Auer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 501–506, https://doi.org/10.5194/isprs-annals-XI-3-2026-501-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-501-2026, 2026
08 Jul 2026
Near Real-Time Forest Loss Detection in the Brazilian Amazon Using Bayesian Fusion of Sentinel-1 SAR and Sentinel-2 Multispectral Time Series
Marta Bottani and Laurent Ferro-Famil
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 507–514, https://doi.org/10.5194/isprs-annals-XI-3-2026-507-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-507-2026, 2026
08 Jul 2026
From Super-Resolution to Superior Land Cover Detection: Cross-Channel Attention Network for Aerial Image
Yuwei Cai, Zhimeng He, Meiliu Wu, and Brian Barrett
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 515–522, https://doi.org/10.5194/isprs-annals-XI-3-2026-515-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-515-2026, 2026
08 Jul 2026
ChangeDINO: DINOv3-Driven Building Change Detection in Optical Remote Sensing Imagery
Ching-Heng Cheng and Chih Chung Hsu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 523–530, https://doi.org/10.5194/isprs-annals-XI-3-2026-523-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-523-2026, 2026
08 Jul 2026
A High-Precision Land-Sea Segmentation Model Based on the Deep Otsu Method
Tengteng Dong, Mi Wang, Tiyou Zhou, and Qianyu Wu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 531–537, https://doi.org/10.5194/isprs-annals-XI-3-2026-531-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-531-2026, 2026
08 Jul 2026
Efficient Fine-Tuning For Building Damage Assessment with High-Resolution Optical Satellite Imagery: A Case Study for War Damage in Ukraine
Sebastian Gapp, Corentin Henry, Pablo d’Angelo, Friedrich Fraundorfer, and Nina Merkle
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 539–548, https://doi.org/10.5194/isprs-annals-XI-3-2026-539-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-539-2026, 2026
08 Jul 2026
Discussion on the ‘Integration of Four Databases’ for Natural Resources Survey and Monitoring in Beijing Based on the ‘Jiaxing Experience’
Huang Yingchun, Ni Feng, Wu Jun, Gu Juan, and Cao Yifei
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 549–554, https://doi.org/10.5194/isprs-annals-XI-3-2026-549-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-549-2026, 2026
08 Jul 2026
Application of machine learning methods and Sentinel-2 data for multitemporal land-cover classification in conflict-affected areas
Kinga Karwowska, Aleksandra Sekrecka, Jakub ƚlesiƄski, and Magdalena LewiƄska
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 555–563, https://doi.org/10.5194/isprs-annals-XI-3-2026-555-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-555-2026, 2026
08 Jul 2026
Monitoring Landscape Dynamics via Multitemporal Classification at Comandante Ferraz Station neighborhood, Keller Peninsula, Antarctica
Eduardo Soares Nascimento, Renato César dos Santos, Guilherme Pina Cardim, Samara Calçado de Azevedo, Pedro Pina, and Erivaldo Antonio da Silva
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 565–571, https://doi.org/10.5194/isprs-annals-XI-3-2026-565-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-565-2026, 2026
08 Jul 2026
A Transformer-Based Framework for Spatiotemporal Unmixing of Land–Water Mixtures in Multispectral Satellite Data
An Bao Nguyen, Andreas Schenk, and Stefan Hinz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 573–581, https://doi.org/10.5194/isprs-annals-XI-3-2026-573-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-573-2026, 2026
08 Jul 2026
Particle Swarm Optimization for Woody Vegetation Assessment in a Semi-Arid Savannah Ecosystem
Nesisa Analisa Nyathi, Juliane Krenz, Andrea Meier, Brigitte Kuhn, and Nikolaus J. Kuhn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 583–592, https://doi.org/10.5194/isprs-annals-XI-3-2026-583-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-583-2026, 2026
08 Jul 2026
Seasonal-Aware Scale-Semantic Consistency Alignment Change Detection Network
Bing Shao, Hanchao Zhang, Mingzhu Li, Yunkun Zou, Ruiqian Zhang, Xiaogang Ning, and Hao Wang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 593–600, https://doi.org/10.5194/isprs-annals-XI-3-2026-593-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-593-2026, 2026
08 Jul 2026
Hie-DinoMamba: Hierarchical DINOv3 and Mamba Architecture for Multi-Class Building Change Detection
Youngwoong Yoon, Jangwoo Cheon, Hwiyoung Kim, and Impyeong Lee
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 601–608, https://doi.org/10.5194/isprs-annals-XI-3-2026-601-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-601-2026, 2026
08 Jul 2026
Land Cover Classification of Optical–SAR Imagery via Cross-Modal Interaction and Feature Alignment
Junqi Zhao, Min Chen, Wei Guo, Jinbo Zhang, Zelan Fu, Xuming Ge, Han Hu, Bo Xu, and Qing Zhu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 609–615, https://doi.org/10.5194/isprs-annals-XI-3-2026-609-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-609-2026, 2026
WG III/5 – Remote Sensing for Inclusive Pathways to Equality and Environmental Health
08 Jul 2026
Using the Soil Brightness Indicator to inform Participatory Community Planning for SDG2 Projects – a case study in Dodoma, Tanzania
Hannah Kemper, Valerie Graw, Felicia O. Akinyemi, Sarah Muir, Rogerio Bonifacio, Giancarlo Pini, Theo Renouard, Sayana de Gorostizaga, Ivana Milic, Sirio Modugno, Paolo Lucchino, Serena Ciccarello, and Lorenzo Bosi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 617–624, https://doi.org/10.5194/isprs-annals-XI-3-2026-617-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-617-2026, 2026
WG III/6 – Remote Sensing of the Atmosphere
08 Jul 2026
Drought Identification and Prediction from GNSS Time Series Using SSA and Hybrid CNN-Transformer
Motahareh Esfandyari Kaloukan, Shirin Malihi, Siavash Iran-Pour, Danesh Shokri, and Saeid Homayouni
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 625–632, https://doi.org/10.5194/isprs-annals-XI-3-2026-625-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-625-2026, 2026
08 Jul 2026
Cross-City Transfer Learning for Sentinel-5P-Driven NO2 Prediction in Data-Sparse Urban Environments
Fjoralba Janku, Francesco Mauro, Luigi Russo, Babak Memar, Alessandro Sebastianelli, Paolo Gamba, and Silvia Liberata Ullo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 633–640, https://doi.org/10.5194/isprs-annals-XI-3-2026-633-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-633-2026, 2026
08 Jul 2026
Enhanced Ozone Downscaling in Megacities Using a SHAP-Optimized U-Net Model
Ata A. Kakroodi, Hossein Barekati, and Hamid Kiavarz Moghaddam
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 641–648, https://doi.org/10.5194/isprs-annals-XI-3-2026-641-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-641-2026, 2026
08 Jul 2026
Retrieval of aerosol optical/microphysical parameters of FY-4A geostationary satellite based on Transformer
Siyu Liu, Lina Xu, Minghui Tao, Xincai Chang, Huang Zhang, Jianxin Ling, and Dandi Liao
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 649–654, https://doi.org/10.5194/isprs-annals-XI-3-2026-649-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-649-2026, 2026
WG III/7 – Remote Sensing of the Hydrosphere and Cryosphere
08 Jul 2026
Implementation and validation of a new weather filter for reducing weather effect in the ASMR2 sea ice concentration data
Kohei Cho, Misako Kachi, Rigen Shimada, and Josefino Comiso
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 655–662, https://doi.org/10.5194/isprs-annals-XI-3-2026-655-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-655-2026, 2026
08 Jul 2026
Use of Remote Sensing and In Situ Monitoring to Evaluate Turbidity in an Open-Pit Mining Lake
Luisa da Cunha Vieira, Danilo Marques de MagalhĂŁes, and Hugo de Oliveira Fagundes
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 663–670, https://doi.org/10.5194/isprs-annals-XI-3-2026-663-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-663-2026, 2026
08 Jul 2026
Enhancing existing Remote-sensing Datasets with weakly supervised Deep Learning: A Case Study on Antarctic Rock outcrops
Felix Dahle, Roderik Lindenbergh, and Bert Wouters
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 671–678, https://doi.org/10.5194/isprs-annals-XI-3-2026-671-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-671-2026, 2026
08 Jul 2026
Basal Melting and Potential Warm Water Intrusion Beneath Antarctic Ice Shelves
Shuang Wu, Tian Chang, Lu An, and Rongxing Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 679–685, https://doi.org/10.5194/isprs-annals-XI-3-2026-679-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-679-2026, 2026
08 Jul 2026
Self-Modulation Aggregation within Dense Skip Connections for Mapping of Retrogressive Thaw Slumps
Yi Yuan, Guiyun Zhou, Zhishuai Zheng, Minghui Chang, Andrea Maldonado, Binbin He, and Martin Werner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 687–693, https://doi.org/10.5194/isprs-annals-XI-3-2026-687-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-687-2026, 2026
WG III/8 – Remote Sensing for Agricultural and Natural Ecosystems
08 Jul 2026
Spatial Aerodynamic Roughness of Forested Landscapes from Airborne LiDAR
Mahmoud H. Ahmed, Roderik Lindenbergh, Massimo Menenti, and Joris Timmermans
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 695–704, https://doi.org/10.5194/isprs-annals-XI-3-2026-695-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-695-2026, 2026
08 Jul 2026
Principal component analysis of UAV-derived vegetation indices and laboratory tissue nutrients for crop health assessment
Oluibukun Gbenga Ajayi and Fatima Abiola Ogunlesi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 705–712, https://doi.org/10.5194/isprs-annals-XI-3-2026-705-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-705-2026, 2026
08 Jul 2026
Country-wide, high-resolution monitoring of forest browning with Sentinel-2
Samantha Biegel, David BrĂŒggemann, Francesco Grossi, Michele Volpi, Konrad Schindler, and Benjamin D. Stocker
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 713–721, https://doi.org/10.5194/isprs-annals-XI-3-2026-713-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-713-2026, 2026
08 Jul 2026
Monitoring Tropical Moist Forest Loss in Sierra Leone’s Protected Areas: Remote Sensing Insights from the Western Area Peninsula National Park
Sayana de Gorostizaga, Sarah Muir, William Hopkins, Hannah Kemper, Ivana Milic, Paola Di Francesco, and Giancarlo Pini
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 723–730, https://doi.org/10.5194/isprs-annals-XI-3-2026-723-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-723-2026, 2026
08 Jul 2026
Evaluation of Machine Learning Methods for Estimation of Leaf Chlorophyll Content (LCC) Across 15 Soybean Cultivars During Early Reproductive Stage
Carli Kriek, Philemon Tsele, George Chirima, and Adolph Nyamugama
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 731–739, https://doi.org/10.5194/isprs-annals-XI-3-2026-731-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-731-2026, 2026
08 Jul 2026
Observing the phenological characteristics of winter food crops with spectral indices
Hsuan-Yi Li, James A. Lawrence, Philippa J. Mason, and Richard C. Ghail
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 741–748, https://doi.org/10.5194/isprs-annals-XI-3-2026-741-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-741-2026, 2026
08 Jul 2026
Predicting plant diversity in revegetated grasslands with Sentinel-2: comparing performance of spatio-temporal features with input time series
Pinja Lindgrén, Matthieu Molinier, Alexander Kiessling, and Astrid Tischler
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 749–755, https://doi.org/10.5194/isprs-annals-XI-3-2026-749-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-749-2026, 2026
08 Jul 2026
Multiscale Multispectral–Hyperspectral Data for Estimating Coffee Yield Using Machine Learning Algorithms
George Deroco Martins, Lucas Henrique Vicentini Viana de Carvalho, Filipe Vieira da Silva, Rayssa Santos Barbosa, and Maria CecĂ­lia Lemes Santos
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 757–764, https://doi.org/10.5194/isprs-annals-XI-3-2026-757-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-757-2026, 2026
08 Jul 2026
Integrating Multi-Source Remote Sensing and Soil Attributes through Ensemble Learning for Large-Scale Soil Organic Carbon Estimation
Jayantrao Mohite, Suryakant Sawant, Danielle Berard, Sonali Kulkarni, Ankur Pandit, and Dineshkumar Singh
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 765–772, https://doi.org/10.5194/isprs-annals-XI-3-2026-765-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-765-2026, 2026
08 Jul 2026
Automated Coastline Mapping Using Sentinel 2-based NDVI on Google Earth Engine: A Decision Support Tool for Diachronic Coastal Monitoring
Abdelaziz Ouzaka, Vincent Lecours, Maxime Boivin, and Yannick Duguay
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 773–778, https://doi.org/10.5194/isprs-annals-XI-3-2026-773-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-773-2026, 2026
08 Jul 2026
Comparing DeepLabv3+ and Depth Anything V2 on Canopy Height Model Prediction on a Continental Scale Dataset of Australia
Kevin Qiu, Rewanth Ravindran, Nicolas Pucino, Dimitri Bulatov, Shaun Levick, Martin Brand, Dorota Iwaszczuk, and Tim R. McVicar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 779–786, https://doi.org/10.5194/isprs-annals-XI-3-2026-779-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-779-2026, 2026
08 Jul 2026
Mind the Gap: Bridging Prior Shift in Realistic Few-shot Crop-type Classification
Joana Reuss, Ekaterina Gikalo, and Marco Körner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 787–795, https://doi.org/10.5194/isprs-annals-XI-3-2026-787-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-787-2026, 2026
08 Jul 2026
Evaluating GAN-Based RGB Image Translation Using ALOS-2 Polarimetric SAR Data for Agricultural Monitoring
Hirofumi Shimaoka, Kan-ichiro Mochizuki, and Rei Sonobe
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 797–803, https://doi.org/10.5194/isprs-annals-XI-3-2026-797-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-797-2026, 2026
08 Jul 2026
Evaluating the Potential of annual Sentinel-1 Composites for Bark Beetle Infestation Detection
Sebastian Spreitzer, Georg Wohlfahrt, and Martin Rutzinger
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 805–812, https://doi.org/10.5194/isprs-annals-XI-3-2026-805-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-805-2026, 2026
08 Jul 2026
Development of a transferrable hybrid retrieval model for mapping sweet potato chlorophyll at matured growth stage using ultra high-resolution UAV data
Philemon Tsele, Abel Ramoelo, Lucy Moleleki, Sunette Laurie, Whelma Mphela, and Natasha Tshuma
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 813–819, https://doi.org/10.5194/isprs-annals-XI-3-2026-813-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-813-2026, 2026
08 Jul 2026
Crop Classification Using Time-Series Landsat Data: A Comparison of Attention-Based LSTM, GRU, and TCN Models
Yuta Tsuchiya and Rei Sonobe
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 821–828, https://doi.org/10.5194/isprs-annals-XI-3-2026-821-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-821-2026, 2026
08 Jul 2026
Biomass Distribution Mapping of Boreal Forests using GEDI, Sentinel-2, and SRTM Data
Chandra Sekhar Utla, Brijesh Kumar Yadav, Vaasudevan Srinivasan, Rakesh Kumar Mishra, Ajay Dashora, and Yun Zhang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 829–834, https://doi.org/10.5194/isprs-annals-XI-3-2026-829-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-829-2026, 2026
08 Jul 2026
Forest Canopy Height Mapping in Tanzanian Tropical Rainforests Using Multimodal Remote Sensing Data and Machine Learning
Soheil Zaghian, Seyed Ehsan Khankeshizadeh, Sadegh Jamali, Torbern Tagesson, Ernest William Mauya, Ali Mohammadzadeh, and Filbert Francis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 835–842, https://doi.org/10.5194/isprs-annals-XI-3-2026-835-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-835-2026, 2026
WG III/9 – Geospatial Environment and Health Analytics
08 Jul 2026
Building Deformation Monitoring and Safety Risk Assessment Based on PSI Technology
Naiyi Li, Feng Zhao, and Wenqiang Yao
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 843–848, https://doi.org/10.5194/isprs-annals-XI-3-2026-843-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-843-2026, 2026
08 Jul 2026
Detection of Illegal Landfills on Satellite Imagery Using a Multi-agent Framework
Yehor Lytvynov, Viktoriia Hnatushenko, Volodymyr Hnatushenko, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 849–856, https://doi.org/10.5194/isprs-annals-XI-3-2026-849-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-849-2026, 2026
CC BY 4.0