Photogrammetric Engineering and Remote Sensing

Article	Citations
Mapping Matters	32
Grids and Datums — This month we look at the Democratic Republic of the Congo	29
GIS Tips & Tricks	27
A Robust Star Identification Algorithm for Resident Space Object Surveillance	26
CFAR Edge Detection Using Hysteresis Thresholding for Polarimetric SAR Imagery	22
Different Urbanization Levels Lead to Divergent Responses of Spring Phenology	18
PROSAIL Modeling Coupled with Environmental Stress: Remote Sensing Retrieval of Multiple Dry Matters in the Canopy of Moso Bamboo Forests under the Stress of Pantana phyllostachysae Chao	17
A Pixel Texture Index Algorithm and Its Application	17
Revealing Feature Contribution Mechanisms for Remote Sensing Scene Understanding	16
Spherical Hough Transform for Robust Line Detection Toward a 2D–3D Integrated Mobile Mapping System	15
Novel Spatiotemporal ConvLSTM-Based Cellular Automata Model for Simulating Urban Expansion	15
Landslide Evolution Assessment Based on Sequential InSAR Methods in the Kunming Transmission Line Corridor	14
Novel Residual Attitude Estimation Approach Using Georeferenced Satellite Imagery	14
One-Dimensional-Mixed Convolution Neural Network and Covariance Pooling Model for Mineral Mapping of Porphyry Copper Deposit Using PRISMA Hyperspectral Data	14
Beyond Global Navigation Satellite Systems– Based Georeferencing: Recent Trends in Positioning and Navigation	13
A Lightweight Universal Reranking-based Optimizer for Robust Lidar Place Recognition	12
Transformer for the Building Segmentation of Urban Remote Sensing	12
Assessing the Utility of Uncrewed Aerial System Photogrammetrically Derived Point Clouds for Land Cover Classification in the Alaska North Slope	12
Hierarchical Integration of Multi-Source Lidar for Forest Volume Estimation across Individual Trees and Plot Scales	11
Reserve Identification Model for Oil Tank Based	10
3D Gaussian Splatting in Reality Capture Workflows	10
Deep Learning–based LOD-2 Building Modeling and Its Application to Solar Energy Estimation Using Unmanned Aerial Vehicle Imagery	10
The Simulation and Prediction of Land Surface Temperature Based on SCP and CA-ANN Models Using Remote Sensing Data: A Case Study of Lahore	9
A Boundary-Based Ground-Point Filtering Method for Photogrammetric Point-Cloud Data	9
Book Review – Spatial Analysis for Radar Remote Sensing of Tropical Forests by Gianfranco D. Grandi and Elsa Carla De Grandi	9

CGMSANet: Hyperspectral Image Classification through Channel-Grouped Multi-Scale Feature Fusion and Attention Mechanisms	9
Exploring Spatiotemporal Variations and Driving Factors of Urban Comprehensive Carrying Capacity in the Yangtze River Delta Urban Agglomeration	9
RSIDetNet: An Efficient Oriented Small Object Detection Model for Remote Sensing Images Based on Cross-Scale Feature Fusion and Large Kernel Decomposition	8
Validation of Island 3D-mapping Based on UAV Spatial Point Cloud Optimization: a Case Study in Dongluo Island of China	8
Lightweight and Accurate Video Synthetic Aperture Radar Target Detection Network	8
Remote Sensing Application in Water Quality of Lake Burdur, Türkiye	8
MRTD-Based Effective Range Analysis of Airborne Infrared Imaging Systems for Ship Detection: Optimization of the Calculation for Operational Range Through an Improved MRTD Model	7
Validation of the Harmonized Landsat and Sentinel-2 (HLS) Version 2.0 Surface Reflectance Product Using RadCalNet	7
Grids and Datums: This month we look at Independent State Of Papua New Guinea	7
Start Strong: Top 10 Tips for a Thriving Geospatial and Remote Sensing Career	7
An Improved YOLO Network for Insulator and Insulator Defect Detection in UAV Images	7
Image Fusion in Remote Sensing: An Overview and Meta-Analysis	7
Monitoring Environment Transformation Along the BTIC Railway Based on Remote Sensing by Utilizing the R_RSEI	7
Three-dimensional Building Reconstruction from Airborne Lidar and Optical Imagery with Optimized Energy Weighting	7
Mapping Winter Wheat Using Ensemble‐Based Positive Unlabeled Learning Approach	7
Introduction to Pointcloudmetry by Mathias Lemmens	7
Monitoring Based on InSAR for the Xinmo Village Landslide in Western Sichuan, China	7
A Lightweight Conditional Convolutional Neural Network for Hyperspectral Image Classification	6
Cost-Effective High-Definition Building Mapping: Box-Supervised Rooftop Delineation Using High- Resolution Remote Sensing Imagery	6
The Fractional Vegetation Cover (FVC) and Associated Driving Factors of Modeling in Mining Areas	6
ReLAP-Net: Residual Learning and Attention Based Parallel Network for Hyperspectral and Multispectral Image Fusion	6
Exploring the Addition of Airborne Lidar-DEM and Derived TPI for Urban Land Cover and Land Use Classification and Mapping	6
Development of an Automatic Feature Point Classification Method for Three-Dimensional Mapping Around Slewing and Derricking Cranes	6
Enhancing Residential Building Identification in a Coastal Texas City: An Integrated Framework Leveraging Remote Sensing, GIS, and Transfer Learning Techniques	6
Comparative Analysis of Different CNN Models for Building Segmentation from Satellite and UAV Images	6
TPPI: A Novel Network Framework and Model for Efficient Hyperspectral Image Classification	6
Combination of Terrestrial Laser Scanning and Unmanned Aerial Vehicle Photogrammetry for Heritage Building Information Modeling: A Case Study of Tarsus St. Paul Church	6
An Improved Manifold Learning Algorithm for Dimension Reduction of Fusion Data for Multispectral and Synthetic Aperture Radar Images	6
Quantile Regression-Based Change Detection using Landsat Analysis-Ready Data	6
Sat2building: Lod-2 Building Reconstruction from Satellite Imagery Using Spatial Embeddings	5
Mapping Matters: The layman's perspective on technical theory and practical applications of mapping and GIS	5
A Producer’s Guide to Reference Data (Training and Validation Data) in Leading Geographic Information System Applications	5
Grids and Datums: Burkina FASO	5
Identification of Critical Urban Clusters for Placating Urban Heat Island Effects over Fast-Growing Tropical City Regions: Estimating the Contribution of Different City Sizes in Escalating UHI Intensi	5
A Variable-Iterative Fully Convolutional Neural Network for Sparse Unmixing	5
Automatic Satellite Images Orthorectification Using K–Means Based Cascaded Meta-Heuristic Algorithm	5
Building Extraction Model and Application from Multi-Scene Remote Sensing Data	5
GIS Tips & Tricks - When Paper Maps Just Aren't Enough	5
GIS Tips & Tricks — When is Sharing not Sharing?	5
Accuracy Evaluation of Airborne and Terrestrial Point Cloud Registration	5
Three-dimensional Drainage Infrastructure Modeling for Flood Vulnerability in Southeast Texas	5
Joint Detection and Parameters Regression of Detailed Windows based on Facade Textures via an Adaptive Soft Teacher	5
New Generation Hyperspectral Data for Quantum Leap in Remote Sensing Science for Agriculture	4
Lidar-based Simultaneous Localization and Mapping with Connecting Traverse Constraints for Underground Mine Mapping	4
Three-Dimensional Characteristics Identification of Drought in the Yellow River Basin Based on the Standardized Precipitation Index	4
Dynamic Monitoring of Ecological Quality in Eastern Ukraine Amidst the Russia‐Ukraine Conflict	4
Unmanned Aerial Vehicle (UAV)–Based Imaging Spectroscopy for Predicting Wheat Leaf Nitrogen	4
Lightweight Ship Object Detection Algorithm for Remote Sensing Images Based on Multi-scale Perception and Feature Enhancement	4
Research Progress of Optical Satellite Remote Sensing Monitoring Asphalt Pavement Aging	4
Robust Guardrail Instantiation and Trajectory Optimization of Complex Highways Based on Mobile Laser Scanning Point Clouds	4

Remote Sensing’s Role in Assessing the Risks of Climate Extremes	4
GIS Tips & Tricks ‐ What to Do with All Those Numbers?	4
A Probabilistic Risk Field Model for Dynamic Obstacle Avoidance of Unmanned Aerial Vehicles under State Uncertainty	4
Reconstructing Heritage Interiors from Point Clouds via Architectural Element Segmentation	4
Wave Period and Direction Inversion from Marine X-band Radar Images using Spatiotemporal Feature Joint Learning	4
Automatic Registration Method of Multi-Source Point Clouds Based on Building Facades Matching in Urban Scenes	4
Debris Flow Susceptibility Evaluation Based on Multi-level Feature Extraction CNN Model: A Case Study of Nujiang Prefecture, China	4
Combined Use of Satellite Observations and the RIM for Assessing Recovery from Natural Disasters	4
GIS Tips & Tricks – Simple Customizations Can Have a Large Impact	3
Identification of Drought Events in Major Basins of Africa from GRACE Total Water Storage and Modeled Products	3
Rice Identification Under Complex Surface Conditions with CNN and Integrated Remote Sensing Spectral-Temporal-Spatial Features	3
Investigation of Underwater Photogrammetry Method with Cost-Effective Action Cameras and Comparative Analysis between Reconstructed 3D Point Clouds	3
Integration of Near-Proximal and Proximal Lidar Sensing for Fine-Resolution Forest Inventory	3
UAS-Based Multi-Temporal Rice Plant Height Change Prediction	3
3D Imaging of the Environment: Mapping and Monitoring. John Meneely, Editor.	3
Book Review ‐ Remote Sensing of Soils	3
Terrain Variation Aware Surface Height Estimation Network for High-Precision Multi-view Satellite Stereo	3
Remote Sensing Image Denoising Network Based on Locally Enhanced Window Transformer	3
Morphology-Based Feature Extraction Network for Arbitrary-Oriented SAR Vehicle Detection	3
The Sight-Aesthetic Value of the Underwater Landscapes of Lakes in the Context of Exploration Tourism	3
Momentum-Based Perturbation Decomposition for Transferable Three-Dimensional Point-Cloud Attacks	3
Graph Neural Network-Based Land Cover-Classification of Remote Sensing Images Using Multi-Scale and Depth Features	3
Development of Soil-Suppressed Impervious Surface Area Index for Automatic Urban Mapping	3
Evaluating Surface Mesh Reconstruction Using Real Data	3
Comparison of Intertidal Terrain Extraction Methods Based on ICESat‐2 and Tidal Data	3
A Novel Object Detection Method for Solid Waste Incorporating a Weighted Deformable Convolution	3
Spatiotemporal Behavior of Active Forest Fires Using Time-Series MODIS C6 Data	3
Individual Tree Segmentation Using Deep Learning and Climbing Algorithm: A Method for Achieving High-precision Single-tree Segmentation in High-density Forests under Complex Environments	3
Effect of Latitude As a Significant Element on the Results of Direct UTM Coordinates Transformation Method	3
Artificial Neural Network Multi-layer Perceptron Models to Classify California's Crops using Harmonized Landsat Sentinel (HLS) Data	3
Use of Artificial Intelligence Toward Climate-neutral Cultural Heritage	3
How to Gain Clearer Visibility into Dynamic Coastal Environments	3
Global Multi-Scale Fusion Self-Calibration Network for Remote Sensing Object Detection	3
Monitoring an Ecosystem in Crisis: Measuring Seagrass Meadow Loss Using Deep Learning in Mosquito Lagoon, Florida	2
An Integrated Approach for Wildfire Photography Telemetry using WRF Numerical Forecast Products	2
GIS Tips & Tricks ‐ Relationships Count when Mapping?	2
GIS Tips & Tricks — Multiple Maps in a Single Project — The Easy Way	2
Mapping the Future: Critical Geospatial Trends for 2026	2
Application of Improved YOLO V5s Model for Regional Poverty Assessment Using Remote Sensing Image Target Detection	2
A Semi-Supervised Learning Method for Hyperspectral-Image Open Set Classification	2
Monitoring Large Gradient Deformation by Means of Time-Series LuTan-1 Synthetic Aperture Radar Images	2
Thirty Years of the U.S. National Land Cover Database: Impacts and Future Direction	2
Multi-Level Perceptual Network for Urban Building Extraction from High-Resolution Remote Sensing Images	2
Expansion of Urban Impervious Surfaces in Lahore (1993–2022) Based on Gee and Remote Sensing Data	2
The Essentials of SAR, A Conceptual View of Synthetic Aperture Radar and its Remarkable Capabilities by Thomas P. Ager	2
IMU and Bluetooth Data Fusion to Achieve Submeter Position Accuracy in Indoor Positioning	2
Permanganate Index Variations and Factors in Hongze Lake from Landsat-8 Images Based on Machine Learning	2
GIS Tips & Tricks ‐ Need More Tools? Try These...	2
Monitoring LULC Changes in Babil Province for Sustainable Development Purposes Within the Period 2004–2023	2
Impact of Spatial Configuration of Urban Green Space and Urban Impervious Surface on Land Surface Temperature: A Multi-Grid Perspective	2
ASPRS Positional Accuracy Standards for Digital Geospatial Data	2
Change Detection in SAR Images through Clustering Fusion Algorithm and Deep Neural Networks	2
LFSA‐YOLOv7: A Novel Method for Ship Detection in Remote Sensing Images with Complex Backgrounds	2
Lyme Disease Risk Map and Prioritizing Areas for Vaccine Deployment	2
Analysis of Landslide Susceptibility of the Darjeeling District Using a Frequency Ratio Model and Geographical Weighted Regression	2
A Matching Optimization Algorithm About Low-Altitude Remote Sensing Images Based on Geometrical Constraint and Convolutional Neural Network	2
GIS Tips & Tricks ‐ USGS Adds 100K Topo Scale to OnDemand Map Products	2
A Different Point-of-View — Using Aerial Imagery to Build Stronger Cities	2
Special Issue Introduction: Hyperspectral Narrowband Imaging Spectroscopy: A New Paradigm for Earth Observation	2
GIS Automated Delineation of Hospital Service Areas by Fahui Wang and Changzhen Wang	1
Deep Learning–Based Monitoring Sustainable Decision Support System for Energy Building to Smart Cities with Remote Sensing Techniques	1
A Lightweight YOLO-Based Algorithm for Digital Target Recognition Integrating Positional Enhancement and Morphological Processing	1
Toward Detailed and Accurate Forest Inventory with Multi-Source Lidar Data	1
Wavelets for Self-Calibration of Aerial Metric Camera Systems	1
Optimized 3D Building Mapping and Reconstruction via Cross-View Collaboration in Densely Built-Up Areas	1
ICTNet: Interactive Convolution and Transformer Network for Hyperspectral Image Classification	1
Digital Twins: Key to 21st-Century City Planning and Operations, Smart City Evolution	1
Improving Crop Classification by Integrating Phenology Using Random Forests: Assessing the Role of Feature Selection	1
Spatiotemporal Continuous Shallow Water Bathymetry from a Kriged Kalman Filter	1
Leveraging NAIP Imagery for Accurate Large-Area Land Use/land Cover Mapping: A Case Study in Central Texas	1
Generation of High-Resolution Orthomosaics from Historical Aerial Photographs Using Structure-from-Motion and Lidar Data	1
Stripe Noise Removal of ZY1-02D Hyperspectral Images Using an Improved Three-Dimensional U-Net Network	1
Strategies for Forest Height Estimation by High-Precision DEM Combined with Short-Wavelength PolInSAR TanDEM-X	1
GIS TUTORIAL for ArcGIS Pro 3.1	1
Adaptive Orientation Object-Detection Method for Large-scale Remote Sensing Images Based on Multi-scale Block Fusion	1
Quantifying the Net Thermal Effects and Inequalities of Spatiotemporal Evolution of Building–Greenspace Coupling	1
Optimization of Canopy Height Model Generation Parameters for Precise Forestry	1
Building Shadow Detection Based on Improved Quick Shift Algorithm in GF‐2 Images	1
Estimation of the Forest Stand Biomass and Greenhouse Gas Emissions Using Lidar Surveys	1
GIS Tips & Tricks — Visualizing Two Raster Layers Simultaneously is Just A Swipe Away	1

CroplandSAMCD: Siamese Mobile SAM with Domain Adaptation Fusion for Cropland Change Detection of Remote Sensing Images	1
Cross-Domain Few-Shot Hyperspectral Classification with Feature Enhancement and Loss Optimization	1
Real-time Vanishing Point Tracking in Manhattan World Using Improved BaySAC	1
Long-Term Changes of Land Use and Land Cover in the Yangtze River Basin from 1990–2020 Landsat Data	1
Semantic Segmentation of Point Cloud Scene via Multi-Scale Feature Aggregation and Adaptive Fusion	1
Convolutional Neural Networks for Land Use and Land Cover Multi-class Maps from Historical Aerial Photographs	1
Car Detection from Very High-Resolution UAV Images Using Deep Learning Algorithms	1