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Volume XI-3-2026, 2026 – Keyword index
Volume XI-3-2026
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Volumes
Volume XI-3-2026
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Volumes
Volume XI-3-2026, 2026 – Keyword index
x
3
3D Query
AI Indexing of Aerial LiDAR Point Cloud for Efficient Query
, pages 223–229
3D forest modeling
Synthetic Forest: A UAV Laser Scanning Benchmark Dataset for Individual Tree Segmentation, Classification, and Wood Volume Estimation
, pages 245–251
3D reconstruction
Stereo SAR for Building Imaging
, pages 427–432
A
AHN
Spatial Aerodynamic Roughness of Forested Landscapes from Airborne LiDAR
, pages 695–704
ALOS-2/PALSAR-2
Evaluating GAN-Based RGB Image Translation Using ALOS-2 Polarimetric SAR Data for Agricultural Monitoring
, pages 797–803
ARIMA
Multi-Source Data Driven Forecasting of Extreme Heat Events Using an ARIMA–XGBoost Hybrid Framework
, pages 911–917
ASCAT
Practical Implementation and Adaptation of Rainforest-Based Inter-calibration for ESCAT-ASCAT Scatterometer Data Records
, pages 411–417
Acadia forest
Biomass Distribution Mapping of Boreal Forests using GEDI, Sentinel-2, and SRTM Data
, pages 829–834
Accuracy assessment
Long-term forest fire assessment over Zagros Forests
, pages 919–926
Aerial Images
LAD-Enhancer: A Lightweight All in One Aerial Detection Enhancer Under Adverse Weather
, pages 307–313
Aerial LiDAR point cloud
AI Indexing of Aerial LiDAR Point Cloud for Efficient Query
, pages 223–229
Aerodynamic roughness length
Spatial Aerodynamic Roughness of Forested Landscapes from Airborne LiDAR
, pages 695–704
Aerosol
Validation of global land-ocean aerosol products retrieved from the DPC-2/GF-5(02) on-orbit measurements
, pages 989–994
Aerosol optical/microphysical parameters
Retrieval of aerosol optical/microphysical parameters of FY-4A geostationary satellite based on Transformer
, pages 649–654
Agricultural Monitoring
Evaluating GAN-Based RGB Image Translation Using ALOS-2 Polarimetric SAR Data for Agricultural Monitoring
, pages 797–803
Air Pollution
Estimation of surface nitrogen dioxide (NO
2
) using TEMPO satellite data and machine learning
, pages 157–162
Airborne Data
Learning from Maps to Update Them: A Deep Learning-Based Approach Using Multimodal Airborne Data
, pages 1–9
Airborne Laser Scanning
Spatial Aerodynamic Roughness of Forested Landscapes from Airborne LiDAR
, pages 695–704
Airplane
Impact of Geometric Priors: Advanced Fine-grained Airplane Detection with Geometric Details in High-resolution Satellite Images
, pages 289–296
All in One Model
LAD-Enhancer: A Lightweight All in One Aerial Detection Enhancer Under Adverse Weather
, pages 307–313
AlphaEarth
Application of machine learning methods and Sentinel-2 data for multitemporal land-cover classification in conflict-affected areas
, pages 555–563
Alpine grasslands
Predicting plant diversity in revegetated grasslands with Sentinel-2: comparing performance of spatio-temporal features with input time series
, pages 749–755
Anomaly detection
AI Indexing of Aerial LiDAR Point Cloud for Efficient Query
, pages 223–229
Antarctic Ice Shelves
Basal Melting and Potential Warm Water Intrusion Beneath Antarctic Ice Shelves
, pages 679–685
Antarctica
Enhancing existing Remote-sensing Datasets with weakly supervised Deep Learning: A Case Study on Antarctic Rock outcrops
, pages 671–678
ArcGIS Pro
Evaluating Mask R-CNN for instance segmentation of ceramic roofs in a Brazilian urban area using UAV imagery
, pages 69–74
Community Managed vs. Protected Forests: A Remote Sensing Workflow for Assessing Forest Conservation in Liberia (2002–2024)
, pages 501–506
Autoencoder
Effect of Hyperspectral Data Compression on Data Pre-processing: Analysis of Reconstruction Error Propagation
, pages 367–375
Avalanche mapping
Tracking Snow Avalanches: Integrating Field Observations and Satellite-Derived Indicators
, pages 903–910
abandoned agricultural land
Loss of Agricultural Land in Slovakia: Evidence from LPIS and Sentinel-2 Data
, pages 981–988
aerospace imagery
Detection of Illegal Landfills on Satellite Imagery Using a Multi-agent Framework
, pages 849–856
agent architecture
Detection of Illegal Landfills on Satellite Imagery Using a Multi-agent Framework
, pages 849–856
alpha earth foundations
Combining specialized Sentinel-2 time series features with AlphaEarth Foundations for forest type mapping
, pages 117–124
anomaly detection
Country-wide, high-resolution monitoring of forest browning with Sentinel-2
, pages 713–721
atmospheric effect
Implementation and validation of a new weather filter for reducing weather effect in the ASMR2 sea ice concentration data
, pages 655–662
autoencoder
Integrating Unsupervised Change Detection and Deep Learning Segmentation for Automated Landslide Mapping
, pages 857–863
automated mapping
Automated Coastline Mapping Using Sentinel 2-based NDVI on Google Earth Engine: A Decision Support Tool for Diachronic Coastal Monitoring
, pages 773–778
automatic annotations
Detecting Moving Vehicles on Sentinel-2 Imagery Using Semi-Automatic Labeling From S2A/S2C Tandem Phase
, pages 43–50
B
Bark
Tree Species Classification Based on Detailed Shape Evaluation of Bark and Leaf Using Deep Learning
, pages 199–204
Bark Beetle
Evaluating the Potential of annual Sentinel-1 Composites for Bark Beetle Infestation Detection
, pages 805–812
Basal Melt
Basal Melting and Potential Warm Water Intrusion Beneath Antarctic Ice Shelves
, pages 679–685
Bayesian Method
Near Real-Time Forest Loss Detection in the Brazilian Amazon Using Bayesian Fusion of Sentinel-1 SAR and Sentinel-2 Multispectral Time Series
, pages 507–514
Bayesian inference
Impact of Geometric Priors: Advanced Fine-grained Airplane Detection with Geometric Details in High-resolution Satellite Images
, pages 289–296
Beijing
Discussion on the ‘Integration of Four Databases’ for Natural Resources Survey and Monitoring in Beijing Based on the ‘Jiaxing Experience’
, pages 549–554
Benchmark
BC Wildfire Risk Prediciton Time-Series Dataset: 2002–2023
, pages 951–957
Biodiversity
Predicting plant diversity in revegetated grasslands with Sentinel-2: comparing performance of spatio-temporal features with input time series
, pages 749–755
Biomass
Biomass Distribution Mapping of Boreal Forests using GEDI, Sentinel-2, and SRTM Data
, pages 829–834
Biomass estimation
Synthetic Forest: A UAV Laser Scanning Benchmark Dataset for Individual Tree Segmentation, Classification, and Wood Volume Estimation
, pages 245–251
British Columbia
BC Wildfire Risk Prediciton Time-Series Dataset: 2002–2023
, pages 951–957
Building Damage Assessment
Efficient Fine-Tuning For Building Damage Assessment with High-Resolution Optical Satellite Imagery: A Case Study for War Damage in Ukraine
, pages 539–548
Building deformation
Building Deformation Monitoring and Safety Risk Assessment Based on PSI Technology
, pages 843–848
Bundelkhand
A Remote Sensing Approach to Identifying Drought Onset and Progression in Central India
, pages 935–942
Burned area
Long-term forest fire assessment over Zagros Forests
, pages 919–926
Burned area delineation
Effectiveness of Airborne LiDAR Intensity for Identifying Surface Fire Burned Areas in Wildfires
, pages 887–894
backscatter
Practical Implementation and Adaptation of Rainforest-Based Inter-calibration for ESCAT-ASCAT Scatterometer Data Records
, pages 411–417
biodiversity
Monitoring Tropical Moist Forest Loss in Sierra Leone’s Protected Areas: Remote Sensing Insights from the Western Area Peninsula National Park
, pages 723–730
bootstrap algorithm
Implementation and validation of a new weather filter for reducing weather effect in the ASMR2 sea ice concentration data
, pages 655–662
building damage
A Deep Learning Framework for Rapid Building Damage Detection through Multimodal Data Fusion: Application to the 2025 Myanmar Earthquake
, pages 927–934
building rooftop extraction
Cube Kernel: A Novel Approach to Enable Local Gradient Flow Across Channels in CNNs
, pages 109–116
C
CBERS 04A
Pseudo-labeling strategy and U-Net for high-resolution LULC mapping using CBERS-04A imagery in the Servidão river basin, Brazil
, pages 61–68
CFMap
CFMap: A Deep Convolutional Neural Network for Predicting Wildfire Risk Maps
, pages 173–178
CHIRPS
A Remote Sensing Approach to Identifying Drought Onset and Progression in Central India
, pages 935–942
CHM
Comparing DeepLabv3+ and Depth Anything V2 on Canopy Height Model Prediction on a Continental Scale Dataset of Australia
, pages 779–786
CNN
CFMap: A Deep Convolutional Neural Network for Predicting Wildfire Risk Maps
, pages 173–178
CNN-Transformer
Drought Identification and Prediction from GNSS Time Series Using SSA and Hybrid CNN-Transformer
, pages 625–632
CS-Mamba
Flood Depth Mapping from SAR Imagery Using CS-Mamba with DEM Sensitivity Analysis
, pages 493–500
CatBoost
Cross-City Transfer Learning for Sentinel-5P-Driven NO
2
Prediction in Data-Sparse Urban Environments
, pages 633–640
Ceramic Rooftops
Evaluating Mask R-CNN for instance segmentation of ceramic roofs in a Brazilian urban area using UAV imagery
, pages 69–74
Change Detection
Learning from Maps to Update Them: A Deep Learning-Based Approach Using Multimodal Airborne Data
, pages 1–9
Edge Knowledge Distillation Guided Lightweight Change Detection Network
, pages 133–141
ChangeDINO: DINOv3-Driven Building Change Detection in Optical Remote Sensing Imagery
, pages 523–530
Change Point Detection
Large-Scale InSAR Deformation Monitoring Using Realistic Simulation-Based Training of a Temporal Convolutional Network: Application to the Phlegraean Fields, Italy
, pages 269–278
Change detection
Seasonal-Aware Scale-Semantic Consistency Alignment Change Detection Network
, pages 593–600
Class enhanced
Knowledge Graph Enhanced for Zero-Shot Semantic Segmentation in Remote Sensing Imagery
, pages 125–132
Climate monitoring
Drought Identification and Prediction from GNSS Time Series Using SSA and Hybrid CNN-Transformer
, pages 625–632
Cloud Removal
Temporal-Spatial Tubelet Embedding for Cloud-Robust MSI Reconstruction using MSI-SAR Fusion: A Multi-Head Self-Attention Video Vision Transformer Approach
, pages 315–323
Cluster analysis
Building Deformation Monitoring and Safety Risk Assessment Based on PSI Technology
, pages 843–848
Coastal Boundary
Evaluating the Impact of Super-Resolution for Coastal Boundary Segmentation Using Deep Learning for High-Resolution Imagery
, pages 35–42
Coastal erosion
Shoreline extraction and coastal change detection from satellite SAR using thresholding-based methods
, pages 871–878
Coffee
Multiscale Multispectral–Hyperspectral Data for Estimating Coffee Yield Using Machine Learning Algorithms
, pages 757–764
Collaborative Detection
A Collaborative Detection Method of Small Unmanned Aerial Vehicle Target via Multi-modal Feature Fusion in Complex Background
, pages 143–149
Comandante Ferraz Antarctic Station
Monitoring Landscape Dynamics via Multitemporal Classification at Comandante Ferraz Station neighborhood, Keller Peninsula, Antarctica
, pages 565–571
Community Forests
Community Managed vs. Protected Forests: A Remote Sensing Workflow for Assessing Forest Conservation in Liberia (2002–2024)
, pages 501–506
Connectivity
Assessing the Impact of Spatial Resolution on Morphological Spatial Pattern Analysis of Urban Green Infrastructure Connectivity: A Case Study of Miami-Dade County, USA
, pages 205–213
Convnextv2
From Super-Resolution to Superior Land Cover Detection: Cross-Channel Attention Network for Aerial Image
, pages 515–522
Crop classification
Crop Classification Using Time-Series Landsat Data: A Comparison of Attention-Based LSTM, GRU, and TCN Models
, pages 821–828
Crop health monitoring
Remote Sensing of Maize Physiological and Nutrient Dynamics in Response to Fall Armyworm Infestation
, pages 973–979
Crop phenology
Observing the phenological characteristics of winter food crops with spectral indices
, pages 741–748
Cross-Modal Fusion
Infrared-Visible Image Fusion Method Based on Differential Feature Enhancement and Cross-Modal Attention
, pages 341–350
Cross-channel attention
From Super-Resolution to Superior Land Cover Detection: Cross-Channel Attention Network for Aerial Image
, pages 515–522
Cross-modal Attention
Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification
, pages 91–99
Cryosphere
Enhancing existing Remote-sensing Datasets with weakly supervised Deep Learning: A Case Study on Antarctic Rock outcrops
, pages 671–678
Cube Kernel
Cube Kernel: A Novel Approach to Enable Local Gradient Flow Across Channels in CNNs
, pages 109–116
calibration
Practical Implementation and Adaptation of Rainforest-Based Inter-calibration for ESCAT-ASCAT Scatterometer Data Records
, pages 411–417
camera
Unsupervised tree species classification with UAV ultra-high resolution multispectral imaging
, pages 351–358
captioning
Segmentation-driven statistics-aware workflow for detailed scene description of UAV images using Mistral and LORA powered model
, pages 231–236
change detection
Temporal Variation-Guided Self-Supervised PolSAR Despeckling Network
, pages 477–483
Integrating Unsupervised Change Detection and Deep Learning Segmentation for Automated Landslide Mapping
, pages 857–863
classification
Unsupervised tree species classification with UAV ultra-high resolution multispectral imaging
, pages 351–358
Application of machine learning methods and Sentinel-2 data for multitemporal land-cover classification in conflict-affected areas
, pages 555–563
climate change
Monitoring Tropical Moist Forest Loss in Sierra Leone’s Protected Areas: Remote Sensing Insights from the Western Area Peninsula National Park
, pages 723–730
coastal monitoring
Automated Coastline Mapping Using Sentinel 2-based NDVI on Google Earth Engine: A Decision Support Tool for Diachronic Coastal Monitoring
, pages 773–778
coastline extraction
Automated Coastline Mapping Using Sentinel 2-based NDVI on Google Earth Engine: A Decision Support Tool for Diachronic Coastal Monitoring
, pages 773–778
crop-type classification
Mind the Gap: Bridging Prior Shift in Realistic Few-shot Crop-type Classification
, pages 787–795
cross-channel feature fusion
Cube Kernel: A Novel Approach to Enable Local Gradient Flow Across Channels in CNNs
, pages 109–116
D
DBSCAN
Research on Identification Methods of Industrial Heat Source Integrating Thermal Anomaly Features
, pages 377–382
DEM
Flood Depth Mapping from SAR Imagery Using CS-Mamba with DEM Sensitivity Analysis
, pages 493–500
DINOv3
Hie-DinoMamba: Hierarchical DINOv3 and Mamba Architecture for Multi-Class Building Change Detection
, pages 601–608
Damage Assessment
Graph-Attention Network for Spatially-Aware Post-Hurricane Building Damage Assessment from UAV Imagery
, pages 101–108
Data Definition Language
A Structured Query Language Approach for processing Smartphone-based LiDAR of Understory Vegetation
, pages 237–244
Data fusion
A Novel Approach for Data Fusion of SAR (EOS-4) and Optical Multispectral (Sentinel-2) Data
, pages 393–402
Dataset
deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal
, pages 11–18
Deep Learning
Evaluating the Impact of Super-Resolution for Coastal Boundary Segmentation Using Deep Learning for High-Resolution Imagery
, pages 35–42
Evaluating Mask R-CNN for instance segmentation of ceramic roofs in a Brazilian urban area using UAV imagery
, pages 69–74
Graph-Attention Network for Spatially-Aware Post-Hurricane Building Damage Assessment from UAV Imagery
, pages 101–108
CFMap: A Deep Convolutional Neural Network for Predicting Wildfire Risk Maps
, pages 173–178
Detecting Marine Pollutants Using Sentinel-1 SAR and Sentinel-2 Optical Imagery
, pages 187–192
Tree Species Classification Based on Detailed Shape Evaluation of Bark and Leaf Using Deep Learning
, pages 199–204
Evaluating Super-Resolution Models for Real-World Sentinel-2 Applications: A Case Study
, pages 215–222
Large-Scale InSAR Deformation Monitoring Using Realistic Simulation-Based Training of a Temporal Convolutional Network: Application to the Phlegraean Fields, Italy
, pages 269–278
SpectralNet-X: Transformer-based Lossy Compression for Hyperspectral Satellite Data
, pages 279–288
Infrared-Visible Image Fusion Method Based on Differential Feature Enhancement and Cross-Modal Attention
, pages 341–350
Effect of Hyperspectral Data Compression on Data Pre-processing: Analysis of Reconstruction Error Propagation
, pages 367–375
ChangeDINO: DINOv3-Driven Building Change Detection in Optical Remote Sensing Imagery
, pages 523–530
Multi-Modal Attention for Automated Disaster Damage Assessment Using Remote Sensing Imagery and Deep Learning
, pages 879–885
BC Wildfire Risk Prediciton Time-Series Dataset: 2002–2023
, pages 951–957
Deep learning
RefineNet: a Confidence-aware Deep Online Learning Framework to Refine Real-world Point Cloud Semantic Segmentation
, pages 179–185
A High-Precision Land-Sea Segmentation Model Based on the Deep Otsu Method
, pages 531–537
Seasonal-Aware Scale-Semantic Consistency Alignment Change Detection Network
, pages 593–600
Self-Modulation Aggregation within Dense Skip Connections for Mapping of Retrogressive Thaw Slumps
, pages 687–693
Defect Detection
A Comparison of CNN, Transformer, and Open-Vocabulary Architectures for Real-Time Photovoltaic Defect Detection Using UAV Thermal Imagery
, pages 261–267
Deforestation
Near Real-Time Forest Loss Detection in the Brazilian Amazon Using Bayesian Fusion of Sentinel-1 SAR and Sentinel-2 Multispectral Time Series
, pages 507–514
Monitoring Tropical Moist Forest Loss in Sierra Leone’s Protected Areas: Remote Sensing Insights from the Western Area Peninsula National Park
, pages 723–730
Deformation
Deformation Monitoring and Analysis of Railway Bridges Integrating Time-Series InSAR and Finite-Element Modeling
, pages 455–459
Deformation Monitoring
Large-Scale InSAR Deformation Monitoring Using Realistic Simulation-Based Training of a Temporal Convolutional Network: Application to the Phlegraean Fields, Italy
, pages 269–278
Denoising
OG-TPTV: A Texture-Preserving Regularizer for Hyperspectral Image Denoising
, pages 325–332
Dense Connection
A Multi Scale Strip-wise ConvNet for Infrared Image Stripe Removal
, pages 383–392
Dense scenes
Local Non-Maximum Suppression: Enhancing Object Detection in Large-Scale Remote Sensing Images via iterative pipelined Postprocessing
, pages 81–90
Differential Feature Enhancement
Infrared-Visible Image Fusion Method Based on Differential Feature Enhancement and Cross-Modal Attention
, pages 341–350
Diffusion Model
Fine-Grained Remote Sensing Imagery Generation Driven by Expert Knowledge and Hierarchical Captions
, pages 253–260
DirPA
Mind the Gap: Bridging Prior Shift in Realistic Few-shot Crop-type Classification
, pages 787–795
Directional Polarization Camera (DPC)
Validation of global land-ocean aerosol products retrieved from the DPC-2/GF-5(02) on-orbit measurements
, pages 989–994
Dirichlet distribution
Mind the Gap: Bridging Prior Shift in Realistic Few-shot Crop-type Classification
, pages 787–795
Disaster Damage Assessment
Multi-Modal Attention for Automated Disaster Damage Assessment Using Remote Sensing Imagery and Deep Learning
, pages 879–885
A Segmentation-Based Multimodal Framework for Operational Landslide Mapping Using Post-Event SAR
, pages 895–902
Disaster Management
Multi-Source Data Driven Forecasting of Extreme Heat Events Using an ARIMA–XGBoost Hybrid Framework
, pages 911–917
Disaster Response
Efficient Fine-Tuning For Building Damage Assessment with High-Resolution Optical Satellite Imagery: A Case Study for War Damage in Ukraine
, pages 539–548
Domain adaptation
Image-Level and Feature-Level Semantic-Aware Architecture for Cross Domain Semantic Segmentation of High-Resolution Remote Sensing Imagery
, pages 193–198
Drought
Drought Identification and Prediction from GNSS Time Series Using SSA and Hybrid CNN-Transformer
, pages 625–632
A Remote Sensing Approach to Identifying Drought Onset and Progression in Central India
, pages 935–942
Dynamic point confidence
Improving Urban Point Cloud Classification Using Dynamic Local Context-Based Point Confidence
, pages 297–305
data cube
Monitoring Landscape Dynamics via Multitemporal Classification at Comandante Ferraz Station neighborhood, Keller Peninsula, Antarctica
, pages 565–571
deep learning
Synergizing Foundation Model Transfer and Phenological Information for Fine-Grained Forest Segmentation
, pages 19–26
Integrating Unsupervised Change Detection and Deep Learning Segmentation for Automated Landslide Mapping
, pages 857–863
A Deep Learning Framework for Rapid Building Damage Detection through Multimodal Data Fusion: Application to the 2025 Myanmar Earthquake
, pages 927–934
despeckling
Temporal Variation-Guided Self-Supervised PolSAR Despeckling Network
, pages 477–483
disaster response
Integrating Unsupervised Change Detection and Deep Learning Segmentation for Automated Landslide Mapping
, pages 857–863
drone mapping
Principal component analysis of UAV-derived vegetation indices and laboratory tissue nutrients for crop health assessment
, pages 705–712
E
EOS-4
A Novel Approach for Data Fusion of SAR (EOS-4) and Optical Multispectral (Sentinel-2) Data
, pages 393–402
ERA5- Land
A Remote Sensing Approach to Identifying Drought Onset and Progression in Central India
, pages 935–942
ERS
Practical Implementation and Adaptation of Rainforest-Based Inter-calibration for ESCAT-ASCAT Scatterometer Data Records
, pages 411–417
Eddy covariance
Spatial Aerodynamic Roughness of Forested Landscapes from Airborne LiDAR
, pages 695–704
Elevation iterative estimation
Building Deformation Monitoring and Safety Risk Assessment Based on PSI Technology
, pages 843–848
Emergency management
Multi-Modal Attention for Automated Disaster Damage Assessment Using Remote Sensing Imagery and Deep Learning
, pages 879–885
EnMAP
A spatial and spectral Analysis of the Sentinel-2 nighttime Image
, pages 359–366
Ensemble Modeling
Integrating Multi-Source Remote Sensing and Soil Attributes through Ensemble Learning for Large-Scale Soil Organic Carbon Estimation
, pages 765–772
EuroCropsML
Mind the Gap: Bridging Prior Shift in Realistic Few-shot Crop-type Classification
, pages 787–795
Expert Knowledge
Fine-Grained Remote Sensing Imagery Generation Driven by Expert Knowledge and Hierarchical Captions
, pages 253–260
Extreme Heat Events (EHEs)
Multi-Source Data Driven Forecasting of Extreme Heat Events Using an ARIMA–XGBoost Hybrid Framework
, pages 911–917
earthquake
A Deep Learning Framework for Rapid Building Damage Detection through Multimodal Data Fusion: Application to the 2025 Myanmar Earthquake
, pages 927–934
ecological succession
Loss of Agricultural Land in Slovakia: Evidence from LPIS and Sentinel-2 Data
, pages 981–988
F
FEM
Deformation Monitoring and Analysis of Railway Bridges Integrating Time-Series InSAR and Finite-Element Modeling
, pages 455–459
FY-4A
Retrieval of aerosol optical/microphysical parameters of FY-4A geostationary satellite based on Transformer
, pages 649–654
Failures and success
The survivorship bias in remote sensing
, pages 967–972
Fall Armyworm
Remote Sensing of Maize Physiological and Nutrient Dynamics in Response to Fall Armyworm Infestation
, pages 973–979
Feature Alignment
Land Cover Classification of Optical–SAR Imagery via Cross-Modal Interaction and Feature Alignment
, pages 609–615
Feature Interaction
Land Cover Classification of Optical–SAR Imagery via Cross-Modal Interaction and Feature Alignment
, pages 609–615
Field Boundary Detection
Evaluating Super-Resolution Models for Real-World Sentinel-2 Applications: A Case Study
, pages 215–222
Fine-Tuning
Efficient Fine-Tuning For Building Damage Assessment with High-Resolution Optical Satellite Imagery: A Case Study for War Damage in Ukraine
, pages 539–548
Fine-grained classification
Impact of Geometric Priors: Advanced Fine-grained Airplane Detection with Geometric Details in High-resolution Satellite Images
, pages 289–296
Fire Risk Map
CFMap: A Deep Convolutional Neural Network for Predicting Wildfire Risk Maps
, pages 173–178
Flood areas
Flood mapping using multi-temporal Sentinel-1 SAR images: A case study from Lower Tubarão River Sub-basin, Santa Catarina State, Brazil
, pages 441–446
Flood depth
Flood Depth Mapping from SAR Imagery Using CS-Mamba with DEM Sensitivity Analysis
, pages 493–500
Flood mapping
Evaluating the Potential and Added Value of Interferometric Coherence in Flood Mapping Across Various Environments
, pages 419–426
Foliage penetration
Concealed Object Discrimination in Forested Areas Using PolTomoSAR with Various Baseline Configurations
, pages 75–80
Food Security
Using the Soil Brightness Indicator to inform Participatory Community Planning for SDG2 Projects – a case study in Dodoma, Tanzania
, pages 617–624
Forest Canopy Height
Forest Canopy Height Mapping in Tanzanian Tropical Rainforests Using Multimodal Remote Sensing Data and Machine Learning
, pages 835–842
Forest type comparison
Effectiveness of Airborne LiDAR Intensity for Identifying Surface Fire Burned Areas in Wildfires
, pages 887–894
Foundation Model
ChangeDINO: DINOv3-Driven Building Change Detection in Optical Remote Sensing Imagery
, pages 523–530
Foundation Models
Comparing DeepLabv3+ and Depth Anything V2 on Canopy Height Model Prediction on a Continental Scale Dataset of Australia
, pages 779–786
French Alps
Tracking Snow Avalanches: Integrating Field Observations and Satellite-Derived Indicators
, pages 903–910
French avalanche database
Tracking Snow Avalanches: Integrating Field Observations and Satellite-Derived Indicators
, pages 903–910
Fusion Detection
A Collaborative Detection Method of Small Unmanned Aerial Vehicle Target via Multi-modal Feature Fusion in Complex Background
, pages 143–149
farmland abandonment
Loss of Agricultural Land in Slovakia: Evidence from LPIS and Sentinel-2 Data
, pages 981–988
few-shot learning
Mind the Gap: Bridging Prior Shift in Realistic Few-shot Crop-type Classification
, pages 787–795
field-scale crop assessment
Principal component analysis of UAV-derived vegetation indices and laboratory tissue nutrients for crop health assessment
, pages 705–712
forest mapping
Combining specialized Sentinel-2 time series features with AlphaEarth Foundations for forest type mapping
, pages 117–124
forest monitoring
Country-wide, high-resolution monitoring of forest browning with Sentinel-2
, pages 713–721
Monitoring Tropical Moist Forest Loss in Sierra Leone’s Protected Areas: Remote Sensing Insights from the Western Area Peninsula National Park
, pages 723–730
foundation models
Synergizing Foundation Model Transfer and Phenological Information for Fine-Grained Forest Segmentation
, pages 19–26
G
GANs
deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal
, pages 11–18
GCOM-W
Implementation and validation of a new weather filter for reducing weather effect in the ASMR2 sea ice concentration data
, pages 655–662
GEDI
Biomass Distribution Mapping of Boreal Forests using GEDI, Sentinel-2, and SRTM Data
, pages 829–834
Forest Canopy Height Mapping in Tanzanian Tropical Rainforests Using Multimodal Remote Sensing Data and Machine Learning
, pages 835–842
GEOBIA
Flood mapping using multi-temporal Sentinel-1 SAR images: A case study from Lower Tubarão River Sub-basin, Santa Catarina State, Brazil
, pages 441–446
GIMMS NDVI
A Remote Sensing Approach to Identifying Drought Onset and Progression in Central India
, pages 935–942
GIS
Predictive Modeling of Urban Heat Islands in Indian Cities: A Case Study of Jaipur city, Rajasthan, India
, pages 333–339
GNSS time series
Drought Identification and Prediction from GNSS Time Series Using SSA and Hybrid CNN-Transformer
, pages 625–632
Gaussian trough
Modeling tunnel excavation in Taipei, Taiwan, using a Gaussian trough and single-look Sentinel-1 InSAR time series
, pages 461–468
Geostationary satellite
Retrieval of aerosol optical/microphysical parameters of FY-4A geostationary satellite based on Transformer
, pages 649–654
Golestan
Evaluating Ground Deformation in Low-Coherence Agricultural Areas Using Multi-Temporal InSAR Analysis
, pages 433–440
Google Earth Engine
Community Managed vs. Protected Forests: A Remote Sensing Workflow for Assessing Forest Conservation in Liberia (2002–2024)
, pages 501–506
Gradient
A New SAR Interferometry Approach to Linear Infrastructure Monitoring using Spatial Displacement Gradients
, pages 447–454
Gradient Boosting Regression
Forest Canopy Height Mapping in Tanzanian Tropical Rainforests Using Multimodal Remote Sensing Data and Machine Learning
, pages 835–842
Graph Attention Network
Graph-Attention Network for Spatially-Aware Post-Hurricane Building Damage Assessment from UAV Imagery
, pages 101–108
Green Infrastructure
Assessing the Impact of Spatial Resolution on Morphological Spatial Pattern Analysis of Urban Green Infrastructure Connectivity: A Case Study of Miami-Dade County, USA
, pages 205–213
Ground Cancellation
Concealed Object Discrimination in Forested Areas Using PolTomoSAR with Various Baseline Configurations
, pages 75–80
Ground deformation
Evaluating Ground Deformation in Low-Coherence Agricultural Areas Using Multi-Temporal InSAR Analysis
, pages 433–440
Assessment of Hydrocarbon Production Induced Surface Deformation over Inglewood oilfield, Los Angeles
, pages 485–492
Ground return intensity
Effectiveness of Airborne LiDAR Intensity for Identifying Surface Fire Burned Areas in Wildfires
, pages 887–894
Ground-notched InSAR
Concealed Object Discrimination in Forested Areas Using PolTomoSAR with Various Baseline Configurations
, pages 75–80
gradient propagation
Cube Kernel: A Novel Approach to Enable Local Gradient Flow Across Channels in CNNs
, pages 109–116
H
HSV Color Features
Integrating Multi-Source Remote Sensing and Soil Attributes through Ensemble Learning for Large-Scale Soil Organic Carbon Estimation
, pages 765–772
Habitat Quality
Particle Swarm Optimization for Woody Vegetation Assessment in a Semi-Arid Savannah Ecosystem
, pages 583–592
Hierarchical Captioning
Fine-Grained Remote Sensing Imagery Generation Driven by Expert Knowledge and Hierarchical Captions
, pages 253–260
High-Resolution Mapping
Enhanced Ozone Downscaling in Megacities Using a SHAP-Optimized U-Net Model
, pages 641–648
HyP3
Assessment of Hydrocarbon Production Induced Surface Deformation over Inglewood oilfield, Los Angeles
, pages 485–492
Hyperspectral Data Compression
SpectralNet-X: Transformer-based Lossy Compression for Hyperspectral Satellite Data
, pages 279–288
Effect of Hyperspectral Data Compression on Data Pre-processing: Analysis of Reconstruction Error Propagation
, pages 367–375
Hyperspectral and Multispectral
Multiscale Multispectral–Hyperspectral Data for Estimating Coffee Yield Using Machine Learning Algorithms
, pages 757–764
Hyperspectral image (HSI)
OG-TPTV: A Texture-Preserving Regularizer for Hyperspectral Image Denoising
, pages 325–332
I
ISPRS Annals
Preface: Technical Commission III (Remote Sensing)
, pages 995–995
ISPRS Technical Commission III
Preface: Technical Commission III (Remote Sensing)
, pages 995–995
Ice-Ocean Interaction
Basal Melting and Potential Warm Water Intrusion Beneath Antarctic Ice Shelves
, pages 679–685
Image Destriping
A Multi Scale Strip-wise ConvNet for Infrared Image Stripe Removal
, pages 383–392
InSAR
A New SAR Interferometry Approach to Linear Infrastructure Monitoring using Spatial Displacement Gradients
, pages 447–454
Deformation Monitoring and Analysis of Railway Bridges Integrating Time-Series InSAR and Finite-Element Modeling
, pages 455–459
Assessment of Hydrocarbon Production Induced Surface Deformation over Inglewood oilfield, Los Angeles
, pages 485–492
InSAR Time Series
Large-Scale InSAR Deformation Monitoring Using Realistic Simulation-Based Training of a Temporal Convolutional Network: Application to the Phlegraean Fields, Italy
, pages 269–278
InSAR decomposition
Modeling tunnel excavation in Taipei, Taiwan, using a Gaussian trough and single-look Sentinel-1 InSAR time series
, pages 461–468
Industrial Heat Source
Research on Identification Methods of Industrial Heat Source Integrating Thermal Anomaly Features
, pages 377–382
Infestation
Remote Sensing of Maize Physiological and Nutrient Dynamics in Response to Fall Armyworm Infestation
, pages 973–979
Infrared Small Target Detection
A Multi Scale Strip-wise ConvNet for Infrared Image Stripe Removal
, pages 383–392
Infrared and Visible Image Fusion
Infrared-Visible Image Fusion Method Based on Differential Feature Enhancement and Cross-Modal Attention
, pages 341–350
Infrastructure
Modeling tunnel excavation in Taipei, Taiwan, using a Gaussian trough and single-look Sentinel-1 InSAR time series
, pages 461–468
Inglewood Oil Field
Assessment of Hydrocarbon Production Induced Surface Deformation over Inglewood oilfield, Los Angeles
, pages 485–492
Instance Segmentation
Evaluating Mask R-CNN for instance segmentation of ceramic roofs in a Brazilian urban area using UAV imagery
, pages 69–74
Instance segmentation
Synthetic Forest: A UAV Laser Scanning Benchmark Dataset for Individual Tree Segmentation, Classification, and Wood Volume Estimation
, pages 245–251
Integration of Four Databases
Discussion on the ‘Integration of Four Databases’ for Natural Resources Survey and Monitoring in Beijing Based on the ‘Jiaxing Experience’
, pages 549–554
Interferometric Coherence
Evaluating the Potential and Added Value of Interferometric Coherence in Flood Mapping Across Various Environments
, pages 419–426
Involution
From Super-Resolution to Superior Land Cover Detection: Cross-Channel Attention Network for Aerial Image
, pages 515–522
imagery
Imaging wind field from videos: an innovative tool for urban scale measurements
, pages 27–34
J
Jiaxing Experience
Discussion on the ‘Integration of Four Databases’ for Natural Resources Survey and Monitoring in Beijing Based on the ‘Jiaxing Experience’
, pages 549–554
K
Knowledge Distillation
Edge Knowledge Distillation Guided Lightweight Change Detection Network
, pages 133–141
Knowledge graph
Knowledge Graph Enhanced for Zero-Shot Semantic Segmentation in Remote Sensing Imagery
, pages 125–132
Kolkata deformation
Spatiotemporal analysis and forecasting of ground deformation in Kolkata using PS-InSAR
, pages 943–949
L
LLM
Segmentation-driven statistics-aware workflow for detailed scene description of UAV images using Mistral and LORA powered model
, pages 231–236
LPIS
Loss of Agricultural Land in Slovakia: Evidence from LPIS and Sentinel-2 Data
, pages 981–988
Label-efficient HS-LiDAR-based DSM Classification
Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification
, pages 91–99
Land Cover
Land Cover Classification of Optical–SAR Imagery via Cross-Modal Interaction and Feature Alignment
, pages 609–615
Land Cover Change
Monitoring Landscape Dynamics via Multitemporal Classification at Comandante Ferraz Station neighborhood, Keller Peninsula, Antarctica
, pages 565–571
Land Subsidence
Spatiotemporal analysis and forecasting of ground deformation in Kolkata using PS-InSAR
, pages 943–949
Land Surface Temperature
Research on Identification Methods of Industrial Heat Source Integrating Thermal Anomaly Features
, pages 377–382
Land cover detection
From Super-Resolution to Superior Land Cover Detection: Cross-Channel Attention Network for Aerial Image
, pages 515–522
Land use and land cover
Pseudo-labeling strategy and U-Net for high-resolution LULC mapping using CBERS-04A imagery in the Servidão river basin, Brazil
, pages 61–68
Land-sea segmentation
A High-Precision Land-Sea Segmentation Model Based on the Deep Otsu Method
, pages 531–537
Landsat
Monitoring Landscape Dynamics via Multitemporal Classification at Comandante Ferraz Station neighborhood, Keller Peninsula, Antarctica
, pages 565–571
Use of Remote Sensing and In Situ Monitoring to Evaluate Turbidity in an Open-Pit Mining Lake
, pages 663–670
Landscape dynamics
Monitoring Landscape Dynamics via Multitemporal Classification at Comandante Ferraz Station neighborhood, Keller Peninsula, Antarctica
, pages 565–571
Landslide Detection
A Segmentation-Based Multimodal Framework for Operational Landslide Mapping Using Post-Event SAR
, pages 895–902
Landslide detection
Integrating Unsupervised Change Detection and Deep Learning Segmentation for Automated Landslide Mapping
, pages 857–863
Landuse parameterization
Spatial Aerodynamic Roughness of Forested Landscapes from Airborne LiDAR
, pages 695–704
Large Language Model
Leveraging Pretrained Priors for Weakly Supervised Semantic Segmentation of Remote Sensing Images
, pages 163–172
Large-scale imagery
Local Non-Maximum Suppression: Enhancing Object Detection in Large-Scale Remote Sensing Images via iterative pipelined Postprocessing
, pages 81–90
Leaf
Tree Species Classification Based on Detailed Shape Evaluation of Bark and Leaf Using Deep Learning
, pages 199–204
Leaf chlorophyll content
Development of a transferrable hybrid retrieval model for mapping sweet potato chlorophyll at matured growth stage using ultra high-resolution UAV data
, pages 813–819
LiDAR Intensity analysis
Effectiveness of Airborne LiDAR Intensity for Identifying Surface Fire Burned Areas in Wildfires
, pages 887–894
Liberia
Community Managed vs. Protected Forests: A Remote Sensing Workflow for Assessing Forest Conservation in Liberia (2002–2024)
, pages 501–506
Lightweight
LAD-Enhancer: A Lightweight All in One Aerial Detection Enhancer Under Adverse Weather
, pages 307–313
Linear Infrastructure
A New SAR Interferometry Approach to Linear Infrastructure Monitoring using Spatial Displacement Gradients
, pages 447–454
Local context-based features
Improving Urban Point Cloud Classification Using Dynamic Local Context-Based Point Confidence
, pages 297–305
Logistic Regression
Research on Identification Methods of Industrial Heat Source Integrating Thermal Anomaly Features
, pages 377–382
Lossy Data Compression
SpectralNet-X: Transformer-based Lossy Compression for Hyperspectral Satellite Data
, pages 279–288
Effect of Hyperspectral Data Compression on Data Pre-processing: Analysis of Reconstruction Error Propagation
, pages 367–375
Low-Rank Adaptation
Hie-DinoMamba: Hierarchical DINOv3 and Mamba Architecture for Multi-Class Building Change Detection
, pages 601–608
Low-altitude Safety
A Collaborative Detection Method of Small Unmanned Aerial Vehicle Target via Multi-modal Feature Fusion in Complex Background
, pages 143–149
Low-coherence agricultural areas
Evaluating Ground Deformation in Low-Coherence Agricultural Areas Using Multi-Temporal InSAR Analysis
, pages 433–440
label quality
Calibrated U-Net with HELIX-Based Label Enrichment for Ageing-Aware Spatio-Temporal Urban Change Detection
, pages 959–966
landfill
Detection of Illegal Landfills on Satellite Imagery Using a Multi-agent Framework
, pages 849–856
legacy supervision
Calibrated U-Net with HELIX-Based Label Enrichment for Ageing-Aware Spatio-Temporal Urban Change Detection
, pages 959–966
lighting type detection
A spatial and spectral Analysis of the Sentinel-2 nighttime Image
, pages 359–366
M
MODIS
Long-term forest fire assessment over Zagros Forests
, pages 919–926
MODIS burned area product; United States; spatial and temporal alignments
A Spatiotemporal Evaluation Framework for MODIS-Derived Fire Events
, pages 151–156
MSI Images
Temporal-Spatial Tubelet Embedding for Cloud-Robust MSI Reconstruction using MSI-SAR Fusion: A Multi-Head Self-Attention Video Vision Transformer Approach
, pages 315–323
MTBS
A Spatiotemporal Evaluation Framework for MODIS-Derived Fire Events
, pages 151–156
Machine Learning
CFMap: A Deep Convolutional Neural Network for Predicting Wildfire Risk Maps
, pages 173–178
Predictive Modeling of Urban Heat Islands in Indian Cities: A Case Study of Jaipur city, Rajasthan, India
, pages 333–339
Community Managed vs. Protected Forests: A Remote Sensing Workflow for Assessing Forest Conservation in Liberia (2002–2024)
, pages 501–506
Forest Canopy Height Mapping in Tanzanian Tropical Rainforests Using Multimodal Remote Sensing Data and Machine Learning
, pages 835–842
Machine learning
Improving Urban Point Cloud Classification Using Dynamic Local Context-Based Point Confidence
, pages 297–305
Enhancing existing Remote-sensing Datasets with weakly supervised Deep Learning: A Case Study on Antarctic Rock outcrops
, pages 671–678
Machine learning regression
Evaluation of Machine Learning Methods for Estimation of Leaf Chlorophyll Content (LCC) Across 15 Soybean Cultivars During Early Reproductive Stage
, pages 731–739
Maize
Remote Sensing of Maize Physiological and Nutrient Dynamics in Response to Fall Armyworm Infestation
, pages 973–979
Majority voting
Tree Species Classification Based on Detailed Shape Evaluation of Bark and Leaf Using Deep Learning
, pages 199–204
Marine Pollution
Detecting Marine Pollutants Using Sentinel-1 SAR and Sentinel-2 Optical Imagery
, pages 187–192
Marine remote sensing
Enhancing Oil Spill Interpretation Through Multisensor Fusion and Temporal Reconstruction: A Case Study Near the Strait of Gibraltar
, pages 865–870
Mask R-CNN
Evaluating Mask R-CNN for instance segmentation of ceramic roofs in a Brazilian urban area using UAV imagery
, pages 69–74
Maximum inter-class variance method
A High-Precision Land-Sea Segmentation Model Based on the Deep Otsu Method
, pages 531–537
Miami-Dade County
Assessing the Impact of Spatial Resolution on Morphological Spatial Pattern Analysis of Urban Green Infrastructure Connectivity: A Case Study of Miami-Dade County, USA
, pages 205–213
MintPy
Assessment of Hydrocarbon Production Induced Surface Deformation over Inglewood oilfield, Los Angeles
, pages 485–492
Mixed noise
OG-TPTV: A Texture-Preserving Regularizer for Hyperspectral Image Denoising
, pages 325–332
Mixture of Experts
LAD-Enhancer: A Lightweight All in One Aerial Detection Enhancer Under Adverse Weather
, pages 307–313
Monocular Depth Estimation
Comparing DeepLabv3+ and Depth Anything V2 on Canopy Height Model Prediction on a Continental Scale Dataset of Australia
, pages 779–786
Morphological Spatial Pattern Analysis
Assessing the Impact of Spatial Resolution on Morphological Spatial Pattern Analysis of Urban Green Infrastructure Connectivity: A Case Study of Miami-Dade County, USA
, pages 205–213
Morphology
ChangeDINO: DINOv3-Driven Building Change Detection in Optical Remote Sensing Imagery
, pages 523–530
Multi-Class Building Change Detection
Hie-DinoMamba: Hierarchical DINOv3 and Mamba Architecture for Multi-Class Building Change Detection
, pages 601–608
Multi-Modal Attention
Multi-Modal Attention for Automated Disaster Damage Assessment Using Remote Sensing Imagery and Deep Learning
, pages 879–885
Multi-Modal Fusion
Land Cover Classification of Optical–SAR Imagery via Cross-Modal Interaction and Feature Alignment
, pages 609–615
Multi-Source Fusion
Near Real-Time Forest Loss Detection in the Brazilian Amazon Using Bayesian Fusion of Sentinel-1 SAR and Sentinel-2 Multispectral Time Series
, pages 507–514
Multi-Source Geospatial Data
A Segmentation-Based Multimodal Framework for Operational Landslide Mapping Using Post-Event SAR
, pages 895–902
Multi-Temporal InSAR
Evaluating Ground Deformation in Low-Coherence Agricultural Areas Using Multi-Temporal InSAR Analysis
, pages 433–440
Multi-modal
Multi-modal semantic segmentation for open vocabulary interactions with remote sensing images
, pages 51–60
Multi-modal Feature Fusion
A Collaborative Detection Method of Small Unmanned Aerial Vehicle Target via Multi-modal Feature Fusion in Complex Background
, pages 143–149
Multi-scale features
Seasonal-Aware Scale-Semantic Consistency Alignment Change Detection Network
, pages 593–600
Multi-source Data
Multi-Source Data Driven Forecasting of Extreme Heat Events Using an ARIMA–XGBoost Hybrid Framework
, pages 911–917
Multimodal data
Learning from Maps to Update Them: A Deep Learning-Based Approach Using Multimodal Airborne Data
, pages 1–9
Multimodal pseudo-Siamese Network
Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification
, pages 91–99
Multisensor data fusion
Enhancing Oil Spill Interpretation Through Multisensor Fusion and Temporal Reconstruction: A Case Study Near the Strait of Gibraltar
, pages 865–870
Multispectral UAV
Evaluation of Machine Learning Methods for Estimation of Leaf Chlorophyll Content (LCC) Across 15 Soybean Cultivars During Early Reproductive Stage
, pages 731–739
machine learning
Application of machine learning methods and Sentinel-2 data for multitemporal land-cover classification in conflict-affected areas
, pages 555–563
Detection of Illegal Landfills on Satellite Imagery Using a Multi-agent Framework
, pages 849–856
mixed-crop farming
Principal component analysis of UAV-derived vegetation indices and laboratory tissue nutrients for crop health assessment
, pages 705–712
multispectral
Unsupervised tree species classification with UAV ultra-high resolution multispectral imaging
, pages 351–358
N
NDVI
Automated Coastline Mapping Using Sentinel 2-based NDVI on Google Earth Engine: A Decision Support Tool for Diachronic Coastal Monitoring
, pages 773–778
NO2 estimation
Cross-City Transfer Learning for Sentinel-5P-Driven NO
2
Prediction in Data-Sparse Urban Environments
, pages 633–640
Natural Resources
Discussion on the ‘Integration of Four Databases’ for Natural Resources Survey and Monitoring in Beijing Based on the ‘Jiaxing Experience’
, pages 549–554
Neural Networks
Multiscale Multispectral–Hyperspectral Data for Estimating Coffee Yield Using Machine Learning Algorithms
, pages 757–764
Non-Maximum Suppression
Local Non-Maximum Suppression: Enhancing Object Detection in Large-Scale Remote Sensing Images via iterative pipelined Postprocessing
, pages 81–90
Nutrients
Remote Sensing of Maize Physiological and Nutrient Dynamics in Response to Fall Armyworm Infestation
, pages 973–979
nature-based solutions
Monitoring Tropical Moist Forest Loss in Sierra Leone’s Protected Areas: Remote Sensing Insights from the Western Area Peninsula National Park
, pages 723–730
nighttime light
A spatial and spectral Analysis of the Sentinel-2 nighttime Image
, pages 359–366
nighttime pyrometry
A spatial and spectral Analysis of the Sentinel-2 nighttime Image
, pages 359–366
nutrient mapping
Principal component analysis of UAV-derived vegetation indices and laboratory tissue nutrients for crop health assessment
, pages 705–712
O
Object Detection
A Comparison of CNN, Transformer, and Open-Vocabulary Architectures for Real-Time Photovoltaic Defect Detection Using UAV Thermal Imagery
, pages 261–267
LAD-Enhancer: A Lightweight All in One Aerial Detection Enhancer Under Adverse Weather
, pages 307–313
Object detection
Impact of Geometric Priors: Advanced Fine-grained Airplane Detection with Geometric Details in High-resolution Satellite Images
, pages 289–296
Oil Spill Detection
Detecting Marine Pollutants Using Sentinel-1 SAR and Sentinel-2 Optical Imagery
, pages 187–192
Oil spill detection
Enhancing Oil Spill Interpretation Through Multisensor Fusion and Temporal Reconstruction: A Case Study Near the Strait of Gibraltar
, pages 865–870
Online learning
RefineNet: a Confidence-aware Deep Online Learning Framework to Refine Real-world Point Cloud Semantic Segmentation
, pages 179–185
Open Vocabulary
Multi-modal semantic segmentation for open vocabulary interactions with remote sensing images
, pages 51–60
Open-Vocabulary Detection
A Comparison of CNN, Transformer, and Open-Vocabulary Architectures for Real-Time Photovoltaic Defect Detection Using UAV Thermal Imagery
, pages 261–267
Optical Image
ChangeDINO: DINOv3-Driven Building Change Detection in Optical Remote Sensing Imagery
, pages 523–530
Optical MX
A Novel Approach for Data Fusion of SAR (EOS-4) and Optical Multispectral (Sentinel-2) Data
, pages 393–402
Optical remote sensing
Image-Level and Feature-Level Semantic-Aware Architecture for Cross Domain Semantic Segmentation of High-Resolution Remote Sensing Imagery
, pages 193–198
Optimal Estimation
Validation of global land-ocean aerosol products retrieved from the DPC-2/GF-5(02) on-orbit measurements
, pages 989–994
Oriented Object Detection
Local Non-Maximum Suppression: Enhancing Object Detection in Large-Scale Remote Sensing Images via iterative pipelined Postprocessing
, pages 81–90
Outlier-guided
OG-TPTV: A Texture-Preserving Regularizer for Hyperspectral Image Denoising
, pages 325–332
Ozone Downscaling
Enhanced Ozone Downscaling in Megacities Using a SHAP-Optimized U-Net Model
, pages 641–648
optical flow
Imaging wind field from videos: an innovative tool for urban scale measurements
, pages 27–34
optical imagery
A Deep Learning Framework for Rapid Building Damage Detection through Multimodal Data Fusion: Application to the 2025 Myanmar Earthquake
, pages 927–934
P
PROSAIL
Development of a transferrable hybrid retrieval model for mapping sweet potato chlorophyll at matured growth stage using ultra high-resolution UAV data
, pages 813–819
PS-InSAR
Spatiotemporal analysis and forecasting of ground deformation in Kolkata using PS-InSAR
, pages 943–949
PSI
Building Deformation Monitoring and Safety Risk Assessment Based on PSI Technology
, pages 843–848
Parametric modelling
Biomass Distribution Mapping of Boreal Forests using GEDI, Sentinel-2, and SRTM Data
, pages 829–834
Participatory Planning
Using the Soil Brightness Indicator to inform Participatory Community Planning for SDG2 Projects – a case study in Dodoma, Tanzania
, pages 617–624
Particle Swarm Optimization
Particle Swarm Optimization for Woody Vegetation Assessment in a Semi-Arid Savannah Ecosystem
, pages 583–592
Permafrost degradation
Self-Modulation Aggregation within Dense Skip Connections for Mapping of Retrogressive Thaw Slumps
, pages 687–693
Photovoltaic Inspection
A Comparison of CNN, Transformer, and Open-Vocabulary Architectures for Real-Time Photovoltaic Defect Detection Using UAV Thermal Imagery
, pages 261–267
Physics-informed
deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal
, pages 11–18
Pit Lake
Use of Remote Sensing and In Situ Monitoring to Evaluate Turbidity in an Open-Pit Mining Lake
, pages 663–670
Pixel clustering
A High-Precision Land-Sea Segmentation Model Based on the Deep Otsu Method
, pages 531–537
PlanetScope
Comparing DeepLabv3+ and Depth Anything V2 on Canopy Height Model Prediction on a Continental Scale Dataset of Australia
, pages 779–786
Evaluating GAN-Based RGB Image Translation Using ALOS-2 Polarimetric SAR Data for Agricultural Monitoring
, pages 797–803
Point Cloud Data
A Structured Query Language Approach for processing Smartphone-based LiDAR of Understory Vegetation
, pages 237–244
Point cloud classification
Improving Urban Point Cloud Classification Using Dynamic Local Context-Based Point Confidence
, pages 297–305
Point cloud semantic segmentation
RefineNet: a Confidence-aware Deep Online Learning Framework to Refine Real-world Point Cloud Semantic Segmentation
, pages 179–185
Pol-InSAR
Concealed Object Discrimination in Forested Areas Using PolTomoSAR with Various Baseline Configurations
, pages 75–80
PolSAR
Temporal Variation-Guided Self-Supervised PolSAR Despeckling Network
, pages 477–483
PolTomoSAR
Concealed Object Discrimination in Forested Areas Using PolTomoSAR with Various Baseline Configurations
, pages 75–80
Polarimetric SAR
Evaluating GAN-Based RGB Image Translation Using ALOS-2 Polarimetric SAR Data for Agricultural Monitoring
, pages 797–803
Polarization
Validation of global land-ocean aerosol products retrieved from the DPC-2/GF-5(02) on-orbit measurements
, pages 989–994
Positive publication bias
The survivorship bias in remote sensing
, pages 967–972
PostgreSQL
AI Indexing of Aerial LiDAR Point Cloud for Efficient Query
, pages 223–229
Pre-trained Model
Leveraging Pretrained Priors for Weakly Supervised Semantic Segmentation of Remote Sensing Images
, pages 163–172
Precipitation
Long-term forest fire assessment over Zagros Forests
, pages 919–926
Precision agriculture
Crop Classification Using Time-Series Landsat Data: A Comparison of Attention-Based LSTM, GRU, and TCN Models
, pages 821–828
Preface
Preface: Technical Commission III (Remote Sensing)
, pages 995–995
Principal Components Analysis
Pseudo-labeling strategy and U-Net for high-resolution LULC mapping using CBERS-04A imagery in the Servidão river basin, Brazil
, pages 61–68
Pseudo-Labeling
Pseudo-labeling strategy and U-Net for high-resolution LULC mapping using CBERS-04A imagery in the Servidão river basin, Brazil
, pages 61–68
passive microwave radiometer
Implementation and validation of a new weather filter for reducing weather effect in the ASMR2 sea ice concentration data
, pages 655–662
phenology
Synergizing Foundation Model Transfer and Phenological Information for Fine-Grained Forest Segmentation
, pages 19–26
polar coordinate transformation
Stereo SAR for Building Imaging
, pages 427–432
polarization decomposition
Temporal Variation-Guided Self-Supervised PolSAR Despeckling Network
, pages 477–483
precision agriculture
Principal component analysis of UAV-derived vegetation indices and laboratory tissue nutrients for crop health assessment
, pages 705–712
prior shift
Mind the Gap: Bridging Prior Shift in Realistic Few-shot Crop-type Classification
, pages 787–795
probabilistic calibration
Calibrated U-Net with HELIX-Based Label Enrichment for Ageing-Aware Spatio-Temporal Urban Change Detection
, pages 959–966
protected areas
Monitoring Tropical Moist Forest Loss in Sierra Leone’s Protected Areas: Remote Sensing Insights from the Western Area Peninsula National Park
, pages 723–730
Q
Quality Metrics
A Novel Approach for Data Fusion of SAR (EOS-4) and Optical Multispectral (Sentinel-2) Data
, pages 393–402
Quebec
Automated Coastline Mapping Using Sentinel 2-based NDVI on Google Earth Engine: A Decision Support Tool for Diachronic Coastal Monitoring
, pages 773–778
R
RGB color composite
Flood mapping using multi-temporal Sentinel-1 SAR images: A case study from Lower Tubarão River Sub-basin, Santa Catarina State, Brazil
, pages 441–446
Railway Bridge
Deformation Monitoring and Analysis of Railway Bridges Integrating Time-Series InSAR and Finite-Element Modeling
, pages 455–459
Random Forest
Estimation of surface nitrogen dioxide (NO
2
) using TEMPO satellite data and machine learning
, pages 157–162
Leveraging Polarized Ku- and C-band Radar Backscatter Time Series for Sea Ice Thickness Prediction using Random Forest
, pages 403–409
Monitoring Landscape Dynamics via Multitemporal Classification at Comandante Ferraz Station neighborhood, Keller Peninsula, Antarctica
, pages 565–571
Evaluating the Potential of annual Sentinel-1 Composites for Bark Beetle Infestation Detection
, pages 805–812
Forest Canopy Height Mapping in Tanzanian Tropical Rainforests Using Multimodal Remote Sensing Data and Machine Learning
, pages 835–842
Random Forest Regression model
Predictive Modeling of Urban Heat Islands in Indian Cities: A Case Study of Jaipur city, Rajasthan, India
, pages 333–339
Random forest
Biomass Distribution Mapping of Boreal Forests using GEDI, Sentinel-2, and SRTM Data
, pages 829–834
Rasterization
A Structured Query Language Approach for processing Smartphone-based LiDAR of Understory Vegetation
, pages 237–244
Real-world data
RefineNet: a Confidence-aware Deep Online Learning Framework to Refine Real-world Point Cloud Semantic Segmentation
, pages 179–185
Reconstruction Error Propagation
Effect of Hyperspectral Data Compression on Data Pre-processing: Analysis of Reconstruction Error Propagation
, pages 367–375
Red Relief Image Map (RRIM)
A Segmentation-Based Multimodal Framework for Operational Landslide Mapping Using Post-Event SAR
, pages 895–902
Regression
Comparing DeepLabv3+ and Depth Anything V2 on Canopy Height Model Prediction on a Continental Scale Dataset of Australia
, pages 779–786
Remote Sensing
Preface: Technical Commission III (Remote Sensing)
, pages 995–995
Evaluating the Impact of Super-Resolution for Coastal Boundary Segmentation Using Deep Learning for High-Resolution Imagery
, pages 35–42
Multi-modal semantic segmentation for open vocabulary interactions with remote sensing images
, pages 51–60
Graph-Attention Network for Spatially-Aware Post-Hurricane Building Damage Assessment from UAV Imagery
, pages 101–108
Edge Knowledge Distillation Guided Lightweight Change Detection Network
, pages 133–141
Estimation of surface nitrogen dioxide (NO
2
) using TEMPO satellite data and machine learning
, pages 157–162
Leveraging Pretrained Priors for Weakly Supervised Semantic Segmentation of Remote Sensing Images
, pages 163–172
Evaluating Super-Resolution Models for Real-World Sentinel-2 Applications: A Case Study
, pages 215–222
SpectralNet-X: Transformer-based Lossy Compression for Hyperspectral Satellite Data
, pages 279–288
Predictive Modeling of Urban Heat Islands in Indian Cities: A Case Study of Jaipur city, Rajasthan, India
, pages 333–339
Effect of Hyperspectral Data Compression on Data Pre-processing: Analysis of Reconstruction Error Propagation
, pages 367–375
Towards Country-Wide LoD1 City Model Reconstruction of from TanDEM-X Intensity Images
, pages 469–475
Community Managed vs. Protected Forests: A Remote Sensing Workflow for Assessing Forest Conservation in Liberia (2002–2024)
, pages 501–506
Particle Swarm Optimization for Woody Vegetation Assessment in a Semi-Arid Savannah Ecosystem
, pages 583–592
Evaluation of Machine Learning Methods for Estimation of Leaf Chlorophyll Content (LCC) Across 15 Soybean Cultivars During Early Reproductive Stage
, pages 731–739
Multiscale Multispectral–Hyperspectral Data for Estimating Coffee Yield Using Machine Learning Algorithms
, pages 757–764
Integrating Multi-Source Remote Sensing and Soil Attributes through Ensemble Learning for Large-Scale Soil Organic Carbon Estimation
, pages 765–772
Forest Canopy Height Mapping in Tanzanian Tropical Rainforests Using Multimodal Remote Sensing Data and Machine Learning
, pages 835–842
Shoreline extraction and coastal change detection from satellite SAR using thresholding-based methods
, pages 871–878
Multi-Modal Attention for Automated Disaster Damage Assessment Using Remote Sensing Imagery and Deep Learning
, pages 879–885
Remote Sensing of Maize Physiological and Nutrient Dynamics in Response to Fall Armyworm Infestation
, pages 973–979
Remote Sensing Scene Generation
Fine-Grained Remote Sensing Imagery Generation Driven by Expert Knowledge and Hierarchical Captions
, pages 253–260
Remote sensing
deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal
, pages 11–18
Segmentation-driven statistics-aware workflow for detailed scene description of UAV images using Mistral and LORA powered model
, pages 231–236
Evaluating the Potential and Added Value of Interferometric Coherence in Flood Mapping Across Various Environments
, pages 419–426
Self-Modulation Aggregation within Dense Skip Connections for Mapping of Retrogressive Thaw Slumps
, pages 687–693
Principal component analysis of UAV-derived vegetation indices and laboratory tissue nutrients for crop health assessment
, pages 705–712
The survivorship bias in remote sensing
, pages 967–972
Remote sensing image
Knowledge Graph Enhanced for Zero-Shot Semantic Segmentation in Remote Sensing Imagery
, pages 125–132
Remote sensing imagery
Seasonal-Aware Scale-Semantic Consistency Alignment Change Detection Network
, pages 593–600
Representation Learning
Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification
, pages 91–99
Retrogressive thaw slumps
Self-Modulation Aggregation within Dense Skip Connections for Mapping of Retrogressive Thaw Slumps
, pages 687–693
Rock outcrops
Enhancing existing Remote-sensing Datasets with weakly supervised Deep Learning: A Case Study on Antarctic Rock outcrops
, pages 671–678
rainforest
Practical Implementation and Adaptation of Rainforest-Based Inter-calibration for ESCAT-ASCAT Scatterometer Data Records
, pages 411–417
remote sensing
Imaging wind field from videos: an innovative tool for urban scale measurements
, pages 27–34
Cross-City Transfer Learning for Sentinel-5P-Driven NO
2
Prediction in Data-Sparse Urban Environments
, pages 633–640
Detection of Illegal Landfills on Satellite Imagery Using a Multi-agent Framework
, pages 849–856
S
SAR
A Novel Approach for Data Fusion of SAR (EOS-4) and Optical Multispectral (Sentinel-2) Data
, pages 393–402
Evaluating the Potential and Added Value of Interferometric Coherence in Flood Mapping Across Various Environments
, pages 419–426
Stereo SAR for Building Imaging
, pages 427–432
Flood Depth Mapping from SAR Imagery Using CS-Mamba with DEM Sensitivity Analysis
, pages 493–500
Evaluating the Potential of annual Sentinel-1 Composites for Bark Beetle Infestation Detection
, pages 805–812
A Deep Learning Framework for Rapid Building Damage Detection through Multimodal Data Fusion: Application to the 2025 Myanmar Earthquake
, pages 927–934
SAR Images
Temporal-Spatial Tubelet Embedding for Cloud-Robust MSI Reconstruction using MSI-SAR Fusion: A Multi-Head Self-Attention Video Vision Transformer Approach
, pages 315–323
SAR imagery
Flood mapping using multi-temporal Sentinel-1 SAR images: A case study from Lower Tubarão River Sub-basin, Santa Catarina State, Brazil
, pages 441–446
SBAS
Assessment of Hydrocarbon Production Induced Surface Deformation over Inglewood oilfield, Los Angeles
, pages 485–492
SDG2
Using the Soil Brightness Indicator to inform Participatory Community Planning for SDG2 Projects – a case study in Dodoma, Tanzania
, pages 617–624
SHAP
Enhanced Ozone Downscaling in Megacities Using a SHAP-Optimized U-Net Model
, pages 641–648
Safety risk level
Building Deformation Monitoring and Safety Risk Assessment Based on PSI Technology
, pages 843–848
Saguenay Fjord
Automated Coastline Mapping Using Sentinel 2-based NDVI on Google Earth Engine: A Decision Support Tool for Diachronic Coastal Monitoring
, pages 773–778
Satellite Data
SpectralNet-X: Transformer-based Lossy Compression for Hyperspectral Satellite Data
, pages 279–288
Satellite Imagery
Evaluating Super-Resolution Models for Real-World Sentinel-2 Applications: A Case Study
, pages 215–222
Satellite Remote Sensing
Near Real-Time Forest Loss Detection in the Brazilian Amazon Using Bayesian Fusion of Sentinel-1 SAR and Sentinel-2 Multispectral Time Series
, pages 507–514
Satellite imagery
deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal
, pages 11–18
Impact of Geometric Priors: Advanced Fine-grained Airplane Detection with Geometric Details in High-resolution Satellite Images
, pages 289–296
Satellite remote sensing
Crop Classification Using Time-Series Landsat Data: A Comparison of Attention-Based LSTM, GRU, and TCN Models
, pages 821–828
Scene description
Segmentation-driven statistics-aware workflow for detailed scene description of UAV images using Mistral and LORA powered model
, pages 231–236
Sea Ice Thickness Prediction
Leveraging Polarized Ku- and C-band Radar Backscatter Time Series for Sea Ice Thickness Prediction using Random Forest
, pages 403–409
Segmentation
Evaluating the Impact of Super-Resolution for Coastal Boundary Segmentation Using Deep Learning for High-Resolution Imagery
, pages 35–42
Efficient Fine-Tuning For Building Damage Assessment with High-Resolution Optical Satellite Imagery: A Case Study for War Damage in Ukraine
, pages 539–548
Self-supervised learning
Image-Level and Feature-Level Semantic-Aware Architecture for Cross Domain Semantic Segmentation of High-Resolution Remote Sensing Imagery
, pages 193–198
Semantic Segmentation
Learning from Maps to Update Them: A Deep Learning-Based Approach Using Multimodal Airborne Data
, pages 1–9
Multi-modal semantic segmentation for open vocabulary interactions with remote sensing images
, pages 51–60
Leveraging Pretrained Priors for Weakly Supervised Semantic Segmentation of Remote Sensing Images
, pages 163–172
Detecting Marine Pollutants Using Sentinel-1 SAR and Sentinel-2 Optical Imagery
, pages 187–192
Enhancing existing Remote-sensing Datasets with weakly supervised Deep Learning: A Case Study on Antarctic Rock outcrops
, pages 671–678
Semantic segmentation
Knowledge Graph Enhanced for Zero-Shot Semantic Segmentation in Remote Sensing Imagery
, pages 125–132
Image-Level and Feature-Level Semantic-Aware Architecture for Cross Domain Semantic Segmentation of High-Resolution Remote Sensing Imagery
, pages 193–198
Flood Depth Mapping from SAR Imagery Using CS-Mamba with DEM Sensitivity Analysis
, pages 493–500
Self-Modulation Aggregation within Dense Skip Connections for Mapping of Retrogressive Thaw Slumps
, pages 687–693
Calibrated U-Net with HELIX-Based Label Enrichment for Ageing-Aware Spatio-Temporal Urban Change Detection
, pages 959–966
Semi-arid Savannah
Particle Swarm Optimization for Woody Vegetation Assessment in a Semi-Arid Savannah Ecosystem
, pages 583–592
Sentinel
Application of machine learning methods and Sentinel-2 data for multitemporal land-cover classification in conflict-affected areas
, pages 555–563
Sentinel-1
Detecting Marine Pollutants Using Sentinel-1 SAR and Sentinel-2 Optical Imagery
, pages 187–192
Evaluating the Potential and Added Value of Interferometric Coherence in Flood Mapping Across Various Environments
, pages 419–426
Evaluating Ground Deformation in Low-Coherence Agricultural Areas Using Multi-Temporal InSAR Analysis
, pages 433–440
A New SAR Interferometry Approach to Linear Infrastructure Monitoring using Spatial Displacement Gradients
, pages 447–454
Near Real-Time Forest Loss Detection in the Brazilian Amazon Using Bayesian Fusion of Sentinel-1 SAR and Sentinel-2 Multispectral Time Series
, pages 507–514
Evaluating the Potential of annual Sentinel-1 Composites for Bark Beetle Infestation Detection
, pages 805–812
Tracking Snow Avalanches: Integrating Field Observations and Satellite-Derived Indicators
, pages 903–910
Sentinel-1B
Flood mapping using multi-temporal Sentinel-1 SAR images: A case study from Lower Tubarão River Sub-basin, Santa Catarina State, Brazil
, pages 441–446
Sentinel-2
Detecting Marine Pollutants Using Sentinel-1 SAR and Sentinel-2 Optical Imagery
, pages 187–192
Evaluating Super-Resolution Models for Real-World Sentinel-2 Applications: A Case Study
, pages 215–222
A spatial and spectral Analysis of the Sentinel-2 nighttime Image
, pages 359–366
A Novel Approach for Data Fusion of SAR (EOS-4) and Optical Multispectral (Sentinel-2) Data
, pages 393–402
Near Real-Time Forest Loss Detection in the Brazilian Amazon Using Bayesian Fusion of Sentinel-1 SAR and Sentinel-2 Multispectral Time Series
, pages 507–514
Country-wide, high-resolution monitoring of forest browning with Sentinel-2
, pages 713–721
Observing the phenological characteristics of winter food crops with spectral indices
, pages 741–748
Predicting plant diversity in revegetated grasslands with Sentinel-2: comparing performance of spatio-temporal features with input time series
, pages 749–755
Evaluating the Potential of annual Sentinel-1 Composites for Bark Beetle Infestation Detection
, pages 805–812
Loss of Agricultural Land in Slovakia: Evidence from LPIS and Sentinel-2 Data
, pages 981–988
Sentinel-2 tandem
Detecting Moving Vehicles on Sentinel-2 Imagery Using Semi-Automatic Labeling From S2A/S2C Tandem Phase
, pages 43–50
Sentinel-5P
Cross-City Transfer Learning for Sentinel-5P-Driven NO
2
Prediction in Data-Sparse Urban Environments
, pages 633–640
Shadow removal
deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal
, pages 11–18
Shoreline Extraction
Shoreline extraction and coastal change detection from satellite SAR using thresholding-based methods
, pages 871–878
Simulation-Based Training
Large-Scale InSAR Deformation Monitoring Using Realistic Simulation-Based Training of a Temporal Convolutional Network: Application to the Phlegraean Fields, Italy
, pages 269–278
Singular Spectrum Analysis
Drought Identification and Prediction from GNSS Time Series Using SSA and Hybrid CNN-Transformer
, pages 625–632
Slice-wise inference
Local Non-Maximum Suppression: Enhancing Object Detection in Large-Scale Remote Sensing Images via iterative pipelined Postprocessing
, pages 81–90
Slovakia
Loss of Agricultural Land in Slovakia: Evidence from LPIS and Sentinel-2 Data
, pages 981–988
Small UAV Target
A Collaborative Detection Method of Small Unmanned Aerial Vehicle Target via Multi-modal Feature Fusion in Complex Background
, pages 143–149
Soil Brightness
Using the Soil Brightness Indicator to inform Participatory Community Planning for SDG2 Projects – a case study in Dodoma, Tanzania
, pages 617–624
Soil Monitoring
Using the Soil Brightness Indicator to inform Participatory Community Planning for SDG2 Projects – a case study in Dodoma, Tanzania
, pages 617–624
Soil Organic Carbon (SOC)
Integrating Multi-Source Remote Sensing and Soil Attributes through Ensemble Learning for Large-Scale Soil Organic Carbon Estimation
, pages 765–772
Soil Texture
Integrating Multi-Source Remote Sensing and Soil Attributes through Ensemble Learning for Large-Scale Soil Organic Carbon Estimation
, pages 765–772
Soybean LCC estimation
Evaluation of Machine Learning Methods for Estimation of Leaf Chlorophyll Content (LCC) Across 15 Soybean Cultivars During Early Reproductive Stage
, pages 731–739
Spatial Analysis
Spatiotemporal analysis and forecasting of ground deformation in Kolkata using PS-InSAR
, pages 943–949
Spatial Autocorrelation
Graph-Attention Network for Spatially-Aware Post-Hurricane Building Damage Assessment from UAV Imagery
, pages 101–108
Spatial Resolution
Assessing the Impact of Spatial Resolution on Morphological Spatial Pattern Analysis of Urban Green Infrastructure Connectivity: A Case Study of Miami-Dade County, USA
, pages 205–213
Spatial association
Spatiotemporal analysis and forecasting of ground deformation in Kolkata using PS-InSAR
, pages 943–949
Spatial representation coefficients (SRCs)
OG-TPTV: A Texture-Preserving Regularizer for Hyperspectral Image Denoising
, pages 325–332
Species Richness
Predicting plant diversity in revegetated grasslands with Sentinel-2: comparing performance of spatio-temporal features with input time series
, pages 749–755
Spectral Analysis
A Transformer-Based Framework for Spatiotemporal Unmixing of Land–Water Mixtures in Multispectral Satellite Data
, pages 573–581
Spectral Compression
Effect of Hyperspectral Data Compression on Data Pre-processing: Analysis of Reconstruction Error Propagation
, pages 367–375
Spectral Index
Pseudo-labeling strategy and U-Net for high-resolution LULC mapping using CBERS-04A imagery in the Servidão river basin, Brazil
, pages 61–68
Spectral Unmixing
A Transformer-Based Framework for Spatiotemporal Unmixing of Land–Water Mixtures in Multispectral Satellite Data
, pages 573–581
Spectral Variablity
A Transformer-Based Framework for Spatiotemporal Unmixing of Land–Water Mixtures in Multispectral Satellite Data
, pages 573–581
Spectral indices
Observing the phenological characteristics of winter food crops with spectral indices
, pages 741–748
Strip Convolution
A Multi Scale Strip-wise ConvNet for Infrared Image Stripe Removal
, pages 383–392
Subsidence
Modeling tunnel excavation in Taipei, Taiwan, using a Gaussian trough and single-look Sentinel-1 InSAR time series
, pages 461–468
Super-Resolution
Evaluating the Impact of Super-Resolution for Coastal Boundary Segmentation Using Deep Learning for High-Resolution Imagery
, pages 35–42
Evaluating Super-Resolution Models for Real-World Sentinel-2 Applications: A Case Study
, pages 215–222
From Super-Resolution to Superior Land Cover Detection: Cross-Channel Attention Network for Aerial Image
, pages 515–522
Surface Nitrogen Dioxide
Estimation of surface nitrogen dioxide (NO
2
) using TEMPO satellite data and machine learning
, pages 157–162
Surface-based Radar
Leveraging Polarized Ku- and C-band Radar Backscatter Time Series for Sea Ice Thickness Prediction using Random Forest
, pages 403–409
Survey and Monitoring
Discussion on the ‘Integration of Four Databases’ for Natural Resources Survey and Monitoring in Beijing Based on the ‘Jiaxing Experience’
, pages 549–554
Survivorship bias
The survivorship bias in remote sensing
, pages 967–972
Sustainable Development
Using the Soil Brightness Indicator to inform Participatory Community Planning for SDG2 Projects – a case study in Dodoma, Tanzania
, pages 617–624
Sweet potato varieties
Development of a transferrable hybrid retrieval model for mapping sweet potato chlorophyll at matured growth stage using ultra high-resolution UAV data
, pages 813–819
Synthetic Aperture Radar (SAR)
Towards Country-Wide LoD1 City Model Reconstruction of from TanDEM-X Intensity Images
, pages 469–475
Shoreline extraction and coastal change detection from satellite SAR using thresholding-based methods
, pages 871–878
A Segmentation-Based Multimodal Framework for Operational Landslide Mapping Using Post-Event SAR
, pages 895–902
Synthetic point clouds
Synthetic Forest: A UAV Laser Scanning Benchmark Dataset for Individual Tree Segmentation, Classification, and Wood Volume Estimation
, pages 245–251
satellite remote sensing
Combining specialized Sentinel-2 time series features with AlphaEarth Foundations for forest type mapping
, pages 117–124
scatterometer
Practical Implementation and Adaptation of Rainforest-Based Inter-calibration for ESCAT-ASCAT Scatterometer Data Records
, pages 411–417
segmentation
Segmentation-driven statistics-aware workflow for detailed scene description of UAV images using Mistral and LORA powered model
, pages 231–236
self-supervised
Temporal Variation-Guided Self-Supervised PolSAR Despeckling Network
, pages 477–483
semantic segmentation
Synergizing Foundation Model Transfer and Phenological Information for Fine-Grained Forest Segmentation
, pages 19–26
Cube Kernel: A Novel Approach to Enable Local Gradient Flow Across Channels in CNNs
, pages 109–116
Integrating Unsupervised Change Detection and Deep Learning Segmentation for Automated Landslide Mapping
, pages 857–863
sentinel-2
Combining specialized Sentinel-2 time series features with AlphaEarth Foundations for forest type mapping
, pages 117–124
stereo SAR
Stereo SAR for Building Imaging
, pages 427–432
T
TEMPO Satellite
Estimation of surface nitrogen dioxide (NO
2
) using TEMPO satellite data and machine learning
, pages 157–162
Taiga forest
Biomass Distribution Mapping of Boreal Forests using GEDI, Sentinel-2, and SRTM Data
, pages 829–834
Temporal Convolutional Networks
Large-Scale InSAR Deformation Monitoring Using Realistic Simulation-Based Training of a Temporal Convolutional Network: Application to the Phlegraean Fields, Italy
, pages 269–278
Temporal modeling
Crop Classification Using Time-Series Landsat Data: A Comparison of Attention-Based LSTM, GRU, and TCN Models
, pages 821–828
Temporal reconstruction
Enhancing Oil Spill Interpretation Through Multisensor Fusion and Temporal Reconstruction: A Case Study Near the Strait of Gibraltar
, pages 865–870
Temporal-Spatial Embedding
Temporal-Spatial Tubelet Embedding for Cloud-Robust MSI Reconstruction using MSI-SAR Fusion: A Multi-Head Self-Attention Video Vision Transformer Approach
, pages 315–323
TerraSAR-X
A New SAR Interferometry Approach to Linear Infrastructure Monitoring using Spatial Displacement Gradients
, pages 447–454
Terrestrial LiDAR
A Structured Query Language Approach for processing Smartphone-based LiDAR of Understory Vegetation
, pages 237–244
Text-to-Image
Fine-Grained Remote Sensing Imagery Generation Driven by Expert Knowledge and Hierarchical Captions
, pages 253–260
Texture enhancement
A High-Precision Land-Sea Segmentation Model Based on the Deep Otsu Method
, pages 531–537
Thermal Effects
Deformation Monitoring and Analysis of Railway Bridges Integrating Time-Series InSAR and Finite-Element Modeling
, pages 455–459
Thresholding
Shoreline extraction and coastal change detection from satellite SAR using thresholding-based methods
, pages 871–878
Time series descriptors
Predicting plant diversity in revegetated grasslands with Sentinel-2: comparing performance of spatio-temporal features with input time series
, pages 749–755
Time-series Image Reconstruction
Temporal-Spatial Tubelet Embedding for Cloud-Robust MSI Reconstruction using MSI-SAR Fusion: A Multi-Head Self-Attention Video Vision Transformer Approach
, pages 315–323
Tiny Object Detection
Local Non-Maximum Suppression: Enhancing Object Detection in Large-Scale Remote Sensing Images via iterative pipelined Postprocessing
, pages 81–90
Topographic Maps
Learning from Maps to Update Them: A Deep Learning-Based Approach Using Multimodal Airborne Data
, pages 1–9
Transfer Learning
Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification
, pages 91–99
Transformer
SpectralNet-X: Transformer-based Lossy Compression for Hyperspectral Satellite Data
, pages 279–288
Infrared-Visible Image Fusion Method Based on Differential Feature Enhancement and Cross-Modal Attention
, pages 341–350
ChangeDINO: DINOv3-Driven Building Change Detection in Optical Remote Sensing Imagery
, pages 523–530
A Transformer-Based Framework for Spatiotemporal Unmixing of Land–Water Mixtures in Multispectral Satellite Data
, pages 573–581
Retrieval of aerosol optical/microphysical parameters of FY-4A geostationary satellite based on Transformer
, pages 649–654
Transformers
A Comparison of CNN, Transformer, and Open-Vocabulary Architectures for Real-Time Photovoltaic Defect Detection Using UAV Thermal Imagery
, pages 261–267
Tree species
Tree Species Classification Based on Detailed Shape Evaluation of Bark and Leaf Using Deep Learning
, pages 199–204
Tree species identification
AI Indexing of Aerial LiDAR Point Cloud for Efficient Query
, pages 223–229
Tunnel Excavation
Modeling tunnel excavation in Taipei, Taiwan, using a Gaussian trough and single-look Sentinel-1 InSAR time series
, pages 461–468
topography
Tracking Snow Avalanches: Integrating Field Observations and Satellite-Derived Indicators
, pages 903–910
transfer learning
Cross-City Transfer Learning for Sentinel-5P-Driven NO
2
Prediction in Data-Sparse Urban Environments
, pages 633–640
tree species classification
Synergizing Foundation Model Transfer and Phenological Information for Fine-Grained Forest Segmentation
, pages 19–26
trees
Unsupervised tree species classification with UAV ultra-high resolution multispectral imaging
, pages 351–358
U
U-Net
Pseudo-labeling strategy and U-Net for high-resolution LULC mapping using CBERS-04A imagery in the Servidão river basin, Brazil
, pages 61–68
Enhanced Ozone Downscaling in Megacities Using a SHAP-Optimized U-Net Model
, pages 641–648
Enhancing existing Remote-sensing Datasets with weakly supervised Deep Learning: A Case Study on Antarctic Rock outcrops
, pages 671–678
UAV
Evaluating Mask R-CNN for instance segmentation of ceramic roofs in a Brazilian urban area using UAV imagery
, pages 69–74
Graph-Attention Network for Spatially-Aware Post-Hurricane Building Damage Assessment from UAV Imagery
, pages 101–108
UAV Imagery
A Comparison of CNN, Transformer, and Open-Vocabulary Architectures for Real-Time Photovoltaic Defect Detection Using UAV Thermal Imagery
, pages 261–267
UAV LiDAR simulation
Synthetic Forest: A UAV Laser Scanning Benchmark Dataset for Individual Tree Segmentation, Classification, and Wood Volume Estimation
, pages 245–251
UAV imagery
Synergizing Foundation Model Transfer and Phenological Information for Fine-Grained Forest Segmentation
, pages 19–26
Development of a transferrable hybrid retrieval model for mapping sweet potato chlorophyll at matured growth stage using ultra high-resolution UAV data
, pages 813–819
UHI Prediction
Predictive Modeling of Urban Heat Islands in Indian Cities: A Case Study of Jaipur city, Rajasthan, India
, pages 333–339
Uncertainty Analysis
Integrating Multi-Source Remote Sensing and Soil Attributes through Ensemble Learning for Large-Scale Soil Organic Carbon Estimation
, pages 765–772
Understory Vegetation
A Structured Query Language Approach for processing Smartphone-based LiDAR of Understory Vegetation
, pages 237–244
Unmanned Aerial Vehicle
Unsupervised tree species classification with UAV ultra-high resolution multispectral imaging
, pages 351–358
Unsupervised classification
Observing the phenological characteristics of winter food crops with spectral indices
, pages 741–748
Urban ALS point clouds
Improving Urban Point Cloud Classification Using Dynamic Local Context-Based Point Confidence
, pages 297–305
Urban Air Quality
Enhanced Ozone Downscaling in Megacities Using a SHAP-Optimized U-Net Model
, pages 641–648
Urban Areas
Towards Country-Wide LoD1 City Model Reconstruction of from TanDEM-X Intensity Images
, pages 469–475
Urban Heat Island (UHI)
Predictive Modeling of Urban Heat Islands in Indian Cities: A Case Study of Jaipur city, Rajasthan, India
, pages 333–339
Urban Planning
AI Indexing of Aerial LiDAR Point Cloud for Efficient Query
, pages 223–229
uncertainty-aware mapping
Calibrated U-Net with HELIX-Based Label Enrichment for Ageing-Aware Spatio-Temporal Urban Change Detection
, pages 959–966
unsupervised
Unsupervised tree species classification with UAV ultra-high resolution multispectral imaging
, pages 351–358
urban change detection
Calibrated U-Net with HELIX-Based Label Enrichment for Ageing-Aware Spatio-Temporal Urban Change Detection
, pages 959–966
V
Variational Autoencoder
A Transformer-Based Framework for Spatiotemporal Unmixing of Land–Water Mixtures in Multispectral Satellite Data
, pages 573–581
Vegetation Indices
Particle Swarm Optimization for Woody Vegetation Assessment in a Semi-Arid Savannah Ecosystem
, pages 583–592
Vegetation indices
Evaluation of Machine Learning Methods for Estimation of Leaf Chlorophyll Content (LCC) Across 15 Soybean Cultivars During Early Reproductive Stage
, pages 731–739
Development of a transferrable hybrid retrieval model for mapping sweet potato chlorophyll at matured growth stage using ultra high-resolution UAV data
, pages 813–819
Vehicle detection
Detecting Moving Vehicles on Sentinel-2 Imagery Using Semi-Automatic Labeling From S2A/S2C Tandem Phase
, pages 43–50
Video Vision Transformer
Temporal-Spatial Tubelet Embedding for Cloud-Robust MSI Reconstruction using MSI-SAR Fusion: A Multi-Head Self-Attention Video Vision Transformer Approach
, pages 315–323
Vision-language Model
Multi-modal semantic segmentation for open vocabulary interactions with remote sensing images
, pages 51–60
Visual Foundation Models
Hie-DinoMamba: Hierarchical DINOv3 and Mamba Architecture for Multi-Class Building Change Detection
, pages 601–608
Visual State Space Models
Hie-DinoMamba: Hierarchical DINOv3 and Mamba Architecture for Multi-Class Building Change Detection
, pages 601–608
vegetation cycle
Country-wide, high-resolution monitoring of forest browning with Sentinel-2
, pages 713–721
visual feature
Imaging wind field from videos: an innovative tool for urban scale measurements
, pages 27–34
W
War Damage in Ukraine
Efficient Fine-Tuning For Building Damage Assessment with High-Resolution Optical Satellite Imagery: A Case Study for War Damage in Ukraine
, pages 539–548
Warm Water Intrusion
Basal Melting and Potential Warm Water Intrusion Beneath Antarctic Ice Shelves
, pages 679–685
Water Monitoring
A Transformer-Based Framework for Spatiotemporal Unmixing of Land–Water Mixtures in Multispectral Satellite Data
, pages 573–581
Water Quality
Use of Remote Sensing and In Situ Monitoring to Evaluate Turbidity in an Open-Pit Mining Lake
, pages 663–670
Wavelet Transform
A Multi Scale Strip-wise ConvNet for Infrared Image Stripe Removal
, pages 383–392
Weakly Supervised
Leveraging Pretrained Priors for Weakly Supervised Semantic Segmentation of Remote Sensing Images
, pages 163–172
Wildfire
Long-term forest fire assessment over Zagros Forests
, pages 919–926
BC Wildfire Risk Prediciton Time-Series Dataset: 2002–2023
, pages 951–957
Wildfire damage assessment
Effectiveness of Airborne LiDAR Intensity for Identifying Surface Fire Burned Areas in Wildfires
, pages 887–894
Wildfires
CFMap: A Deep Convolutional Neural Network for Predicting Wildfire Risk Maps
, pages 173–178
Winter food crops
Observing the phenological characteristics of winter food crops with spectral indices
, pages 741–748
Woody Vegetation
Particle Swarm Optimization for Woody Vegetation Assessment in a Semi-Arid Savannah Ecosystem
, pages 583–592
war damage
Application of machine learning methods and Sentinel-2 data for multitemporal land-cover classification in conflict-affected areas
, pages 555–563
wind speed estimation
Imaging wind field from videos: an innovative tool for urban scale measurements
, pages 27–34
X
XGBoost
Multi-Source Data Driven Forecasting of Extreme Heat Events Using an ARIMA–XGBoost Hybrid Framework
, pages 911–917
XXV ISPRS Congress 2026
Preface: Technical Commission III (Remote Sensing)
, pages 995–995
Y
Yield Estimation
Multiscale Multispectral–Hyperspectral Data for Estimating Coffee Yield Using Machine Learning Algorithms
, pages 757–764
Z
Zagros Forests
Long-term forest fire assessment over Zagros Forests
, pages 919–926
Zero-Plane displacement
Spatial Aerodynamic Roughness of Forested Landscapes from Airborne LiDAR
, pages 695–704
Zero-shot
Knowledge Graph Enhanced for Zero-Shot Semantic Segmentation in Remote Sensing Imagery
, pages 125–132
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