ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
Editorial Board	1277
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	552
Editorial Board	389
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	295
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	268
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	233
URSimulator: Human-perception-driven prompt tuning for enhanced virtual urban renewal via diffusion models	230
Global mapping of tidal wetlands and adjacent environments using tidal analysis and multi-source Earth observations	218
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	197
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	192
Editorial Board	185
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	178
LiDAR remote sensing meets weak supervision: Concepts, methods, and perspectives	176
Advancements in satellite-based methane point source monitoring: A systematic review	171
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	145
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	141
Remote sensing image classification using an ensemble framework without multiple classifiers	133
Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	132
BUD: Band-limited uncalibrated detector of environmental changes for InSAR monitoring framework	129
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	127
UAV-based monocular 3D panoptic mapping for fruit shape completion in orchard	124
PolyBuilding: Polygon transformer for building extraction	123
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	119
A full resolution deep learning network for paddy rice mapping using Landsat data	119
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	118

DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	117
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	111
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	111
Robust detector-free multimodal image matching based on visual model guidance and gated attention	110
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	109
Uncertainty quantification framework for aerial and UAV photogrammetry through error propagation	109
Mapping melliferous tree species in Kenya via one-class classification with hyperspectral unsupervised domain adaptation	108
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	105
Research on adaptive ocean remote sensing target detection framework: An efficient solution based on the broad learning system	104
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	101
Editorial Board	99
Land use classification over smallholding areas in the European Common Agricultural Policy framework	99
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	98
Prior knowledge-informed semantic segmentation framework for precise glacial lake mapping from multimodal imagery	97
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	97
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	97
A feature selection method for multimodal multispectral LiDAR sensing	97
Global urban high-resolution scene classification via uncertainty-aware domain generalization	95
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	94
A continuous digital elevation representation model for DEM super-resolution	93
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	90
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	90
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	89
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	88
EnBoT-SORT: Hierarchical fusion-association tracking with pseudo-sample generation for dense thermal infrared UAVs	88
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	87
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	87
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	87
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	86
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	85
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	83
SP-KAN: Sparse-sine perception Kolmogorov–Arnold networks for infrared small target detection	83
Aligning semantic distribution in fusing optical and SAR images for land use classification	81
Fuse only what matters: Degeneracy-aware multi-sensor fusion for LiDAR-Inertial-Visual SLAM	81
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	81
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	81
Efficient structure from motion for UAV images via anchor-free parallel merging	81
Geo-R1: Improving few-shot geospatial referring expression understanding with reinforcement fine-tuning	80
Multimodal mathematical reasoning embedded in aerial vehicle imagery: Benchmarking, analysis, and exploration	80
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	79
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	79
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	78
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	78
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	77
Quantifying the impact of urban trees on land surface temperature in global cities	77
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	77
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	77
Multimodal image matching: A scale-invariant algorithm and an open dataset	76
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	75
Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping	74

Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	74
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	73
FineCrop: Mapping fine-grained crops using class-aware feature decoupling and parcel-aware class rebalancing with Sentinel-2 time series	72
Heterogeneous graph neural networks for building attribute prediction from hierarchical urban features and cross-view imagery	72
Editorial Board	71
Repairing geometric errors in 3D urban models with kinetic data structures	71
Editorial Board	71
Automatic silo axis detection from RGB-D sensor data for content monitoring	71
How does missing-modality affect cross-domain remote sensing image classification: A synergistic inter-modal proxy fine-tuning solution	70
Editorial Board	70
Three-dimensional reconstruction of shallow seabed topographic surface based on fusion of side-scan sonar and echo sounding data	69
Meta Feature Disentanglement under continuous-valued domain modeling for generalizable remote sensing image segmentation on unseen domains	69
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies	69
ReCuSum: A polyvalent method to monitor tropical forest disturbances	68
GaussianCraft: Fine-grained 3D Gaussians for efficient large-scene surface reconstruction	68
Corrigendum to “Validating GEDI tree canopy cover product across forest types using co-registered aerial LiDAR data” [ISPRS J. Photogramm. Remote Sens. 207 (2024) 326–337]	68
AMSCF-Net: An adaptive multi-scale cost fusion stereo network for high-quality disparity estimation	67
Spatial-spectral adaptive generalization driven high-precision BRDF modeling for extensible areas using UAV-Borne remote sensing	67
Progressive fusion learning: A multimodal joint segmentation framework for building extraction from optical and SAR images	67
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020	66
Learning transferable land cover semantics for open vocabulary interactions with remote sensing images	66
FO-Net: An advanced deep learning network for individual tree identification using UAV high-resolution images	65
Landsat assessment of variable spectral recovery linked to post-fire forest structure in dry sub-boreal forests	65
MMFF: Multiview and multi-level feature fusion method within limited sample conditions for SAR image target recognition	65
Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes	64
Enabling country-scale land cover mapping with meter-resolution satellite imagery	64
PSO-based fine polarimetric decomposition for ship scattering characterization	64
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data	64
Mapping China’s planted forests using high resolution imagery and massive amounts of crowdsourced samples	63
geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America	63
Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images	63
A unified probabilistic framework of robust and efficient color consistency correction for multiple images	63
Semantic BIM enrichment for firefighting assets: Fire-ART dataset and panoramic image-based 3D reconstruction	63
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network	62
Hierarchical alignment network for domain adaptive object detection in aerial images	62
Editorial Board	62
A survey of publicly available multi-temporal point cloud datasets	60
Rapid survey method for large-scale outdoor surveillance cameras using binary space partitioning	60
On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery	60
Pose-graph optimization for efficient tie-point matching and 3D scene reconstruction from oblique UAV images	60
Colour-informed ecoregion analysis highlights a satellite capability gap for spatially and temporally consistent freshwater cyanobacteria monitoring	59
RoofX-Net: A tailored approach to accurate multi-type rooftop segmentation in remote sensing images using edge and scale awareness	59
AdaTreeFormer: Few shot domain adaptation for tree counting from a single high-resolution image	59
Towards automated laser triangulation with stereo and planar constraints in refractive environments	59
Synthetic learning for primitive-based building model reconstruction from point clouds	59
GAT-LSTM: A feature point management network with graph attention for feature-based visual SLAM in dynamic environments	58
Semi-supervised thin cloud removal with mutually beneficial guides	58
A novel method for remote sensing phycocyanin leveraging optical classification and an integrated machine learning algorithm	58
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection	57
Enhancing LiDAR place recognition in challenging environments using Retrieval-Trigger-Reranking paradigm	57
Bridging semantics and geometry: A decoupled LVLM–SAM framework for reasoning segmentation in optical remote sensing	57
Guidance disentanglement network for Optics-Guided thermal UAV image super-resolution	57
Multitemporal latent dynamical framework for hyperspectral images unmixing	56
FLAIR-HUB: Large-scale multimodal dataset for land cover and crop mapping	56
Polarimetric second-moment response: A target characterization benchmark and its application in ship structure recognition	56
A novel airborne TomoSAR 3-D focusing method for accurate ice thickness and glacier volume estimation	55
Hyperspectral object tracking with dimensionality reduction and spatial–spectral–temporal modeling	55
Small object change detection in UAV imagery via a Siamese network enhanced with temporal mutual attention and contextual features: A case study concerning solar water heaters	54
Instance recognition of street trees from urban point clouds using a three-stage neural network	54
Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation	53
Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley	53
Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents	53
3D reconstruction and characterization of cotton bolls in situ based on UAV technology	53
Mapping aboveground tree biomass and uncertainty using an upscaling approach: A case study of the larch forests in northeastern China using UAV laser scanning data	53
Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery	53
BEDI: a comprehensive benchmark for evaluating embodied agents on UAVs	52
Task interleaving and orientation estimation for high-precision oriented object detection in aerial images	52
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation	51
Mind the modality gap: Towards a remote sensing vision-language model via cross-modal alignment	51
A revision of NASA SeaDAS atmospheric correction algorithm over turbid waters with artificial Neural Networks estimated remote-sensing reflectance in the near-infrared	51
Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment	51
A novel framework for river organic carbon retrieval through satellite data and machine learning	51
Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame	51
MuSRFM: Multiple scale resolution fusion based precise and robust satellite derived bathymetry model for island nearshore shallow water regions using sentinel-2 multi-spectral imagery	51
Estimation of grain protein content in commercial bread and durum wheat fields via traits inverted by radiative transfer modelling from Sentinel-2 timeseries	51
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs	50
Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review	50
A Spatially Masked Adaptive Gated Network for multimodal post-flood water extent mapping using SAR and incomplete multispectral data	50
Continuous monitoring and sub-annual change detection in high-latitude forests using Harmonized Landsat Sentinel-2 data	50
Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation	49

Editorial Board	49
EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement	49
Realistic virtual forests for understanding forest disturbances and recovery from space	49
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau	48
Efficient feature matching for UAV images based on compact GPU data scheduling	48
Near-surface air temperature estimation for areas with sparse observations based on transfer learning	48
A geometric Cross-Propagation-Calibration method for SAR constellation based on the graph theory	48
Combining optical and SAR satellite data to monitor coastline changes in the Black Sea	47
Lightweight relative map-matching with slope-aware multi-level ground constraints for accurate and robust urban localization	47
Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data	47
Self-calibration of terrestrial laser scanner using a M3C2-based planar patch algorithm	47
Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images	46
Contextual boundary-aware network for semantic segmentation of complex land transportation point cloud scenes	46
A hierarchical multiview registration framework of TLS point clouds based on loop constraint	46
Historical mapping of rice fields in Japan using phenology and temporally aggregated Landsat images in Google Earth Engine	46
A novel method for robust marine habitat mapping using a kernelised aquatic vegetation index	46
An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images	46
Multimodal deep learning with aerial imagery and nDSM for true-slope-aware rooftop photovoltaic potential estimation	46
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification	46
A novel real-time matching and pose reconstruction method for low-overlap agricultural UAV images with repetitive textures	46
A phenological-knowledge-independent method for automatic paddy rice mapping with time series of polarimetric SAR images	45
A practical method for angular normalization of global MODIS land surface temperature over vegetated surfaces	45
Deep learning with multi-scale temporal hybrid structure for robust crop mapping	45
Style and content separation network for remote sensing image cross-scene generalization	45
Detecting Marine pollutants and Sea Surface features with Deep learning in Sentinel-2 imagery	45
AiTARs-Net: A novel network for detecting arbitrary-oriented transverse aeolian ridges from Tianwen-1 HiRIC images	45
National mapping of wetland vegetation leaf area index in China using hybrid model with Sentinel-2 and Landsat-8 data	45
Context-enhanced motion coherence modeling for global outlier rejection	44
Satellite-observed first large-scale Sargassum bloom in the northern South China Sea	44
Editorial Board	44
OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery	44
AdaptVFMs-RSCD: Advancing Remote Sensing Change Detection from binary to semantic with SAM and CLIP	44
MLC-net: A sparse reconstruction network for TomoSAR imaging based on multi-label classification neural network	44
BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics	44
Generalized few-shot object detection in remote sensing images	44
Corrigendum to “SmartQSM: a novel quantitative structure model using sparse-convolution-based point cloud contraction for reconstruction and analysis of individual tree architecture” [ISPRS J. Photogr	44
Predictability of Earth’s greenness	43
Unsupervised classification of polarimetric SAR images via SV	43
Remote sensing image dehazing: A systematic review of progress, challenges, and prospects	43
PKS: A photogrammetric key-frame selection method for visual-inertial systems built on ORB-SLAM3	43
Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling	43
Retraction notice to “Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing” [ISPRS J. Photogramm. Remote Sens. 193 (2022) 90-103]	42
CropSight: Towards a large-scale operational framework for object-based crop type ground truth retrieval using street view and PlanetScope satellite imagery	42
Beyond the surface: machine learning uncovers ENSO’s hidden and contrasting impacts on phytoplankton vertical structure	42
IRSD-DETR: A lightweight real-time detection transformer for infrared ship detection	42
Scales of oblique photographs updated	42
Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification	42
Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter	41
Linking hyperspectral remote sensing and tree hydraulic functioning for pre-emergence detection of bark beetle infestations	41
Tidal flat topography mapping with Sentinel time series using cross-modal sample transfer and deep learning	41
On-orbit relative radiometric calibration of remote sensing satellite planar array sensors with geometric constraints and multi-scale radiometric cascades	41
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area	41
Estimation of building height using a single street view image via deep neural networks	41
A novel knowledge-based multi-modal semi-supervised framework for 3D change detection and mining volume estimation in open-pit mines using GF7 satellite images	41
TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images	41
LVIMOT: Accurate and robust LiDAR-visual-inertial localization and multi-object tracking in dynamic environments via tightly coupled integration	40
A hybrid image segmentation method for building extraction from high-resolution RGB images	40
CIDM: A comprehensive inpainting diffusion model for missing weather radar data with knowledge guidance	40
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction	40
An efficient urban flood mapping framework towards disaster response driven by weakly supervised semantic segmentation with decoupled training samples	39
Global Streetscapes — A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics	39
Unsupervised domain adaptation for SAR target classification based on domain- and class-level alignment: From simulated to real data	39
Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆	39
TUM2TWIN: Introducing the large-scale multimodal urban digital twin benchmark dataset	39
MOSAIC-Tracker: Mutual-enhanced Occlusion-aware Spatiotemporal Adaptive Identity Consistency network for aerial multi-object tracking	39
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas	39
Multi-echo hyperspectral reflectance extraction method based on full waveform hyperspectral LiDAR	39
Identifying active retrogressive thaw slumps from ArcticDEM	39
A novel soybean mapping index within the global optimal time window	39
DPF-Net: Physical imaging model embedded data-driven underwater image enhancement	39
Editorial Board	39
Unmixing-based radiometric and spectral harmonization for consistency of multi-sensor reflectance time-series data	39
Editorial Board	38
SinkSAM-Net: Knowledge-driven self-supervised sinkhole segmentation using topographic priors and Segment Anything Model	38
Editorial Board	38
Word2Scene: Efficient remote sensing image scene generation with only one word via hybrid intelligence and low-rank representation	38
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	38
Bias-aware learning for unbiased scene graph generation in remote sensing imagery	38
Adaptive water body detection: Integrating deep learning, normalised difference water index, and vector data for farm dam water monitoring with OmniWaterMask	37
A cross-spatiotemporal weakly supervised framework for land cover classification: Generating temporally and spatially consistent land cover maps	37
Inferring 3D change detection from bitemporal optical images	37
SGCA: A Scribble-Guided Cross-Attention framework for multimodal remote sensing change detection	37
Characterising retrieval uncertainty of chlorophyll-a algorithms in oligotrophic and mesotrophic lakes and reservoirs	36
A satellite-field phenological bridging framework for characterizing community-level spring forest phenology using multi-scale satellite imagery	36
Text-Guided Coarse-to-Fine Fusion Network for robust remote sensing visual question answering	36
SAMPolyBuild: Adapting the Segment Anything Model for polygonal building extraction	36
Look at the whole scene: General point cloud place recognition by classification proxy	36
Built-up area mapping using Sentinel-1 SAR data	36
Mapping of Chinese fir plantations and stand age distribution in China with time series data	36
Modeling hydrous mineral distribution on Mars with extremely sparse data: A multi-scale spatial association modeling framework	36
Joint learning of frequency and spatial domains for dense image prediction	36
FloorUSG: Indoor floorplan reconstruction by unifying 2D semantics and 3D geometry	35
Atmospheric correction of geostationary ocean color imager data over turbid coastal waters under high solar zenith angles	35
An improved approach of dry snow density estimation using C-band synthetic aperture radar data	35
Towards data-free and model-agnostic black-box attacks against SAR-ATR via dual-diversity augmentation	35