ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
Editorial Board	924
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	407
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	380
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	250
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	247
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	234
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	225
An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory	216
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	191
Editorial Board	183
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	180
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	174
BUD: Band-limited uncalibrated detector of environmental changes for InSAR monitoring framework	171
URSimulator: Human-perception-driven prompt tuning for enhanced virtual urban renewal via diffusion models	162
UAV-based monocular 3D panoptic mapping for fruit shape completion in orchard	153
Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	148
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	146
Meta captioning: A meta learning based remote sensing image captioning framework	140
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	134
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	131
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	131
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	127
A full resolution deep learning network for paddy rice mapping using Landsat data	119
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	111
A survey on vision-based outdoor smoke detection techniques for environmental safety	111

DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	111
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	108
Advancements in satellite-based methane point source monitoring: A systematic review	107
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	106
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	106
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	104
Remote sensing image classification using an ensemble framework without multiple classifiers	102
PolyBuilding: Polygon transformer for building extraction	102
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	101
A feature selection method for multimodal multispectral LiDAR sensing	96
Editorial Board	96
Research on adaptive ocean remote sensing target detection framework: An efficient solution based on the broad learning system	92
Global urban high-resolution scene classification via uncertainty-aware domain generalization	92
Prior knowledge-informed semantic segmentation framework for precise glacial lake mapping from multimodal imagery	91
Efficient structure from motion for UAV images via anchor-free parallel merging	91
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	90
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	89
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	89
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	88
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	85
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	83
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	83
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	83
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	82
Land use classification over smallholding areas in the European Common Agricultural Policy framework	81
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	78
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	77
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	77
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	76
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	76
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	76
Gapless-REMA100: A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs	74
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	74
Hourly mapping of surface air temperature by blending geostationary datasets from the two-satellite system of GOES-R series	74
Multimodal mathematical reasoning embedded in aerial vehicle imagery: Benchmarking, analysis, and exploration	73
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	73
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	72
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	72
Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model	71
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	71
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	71
Quantifying the impact of urban trees on land surface temperature in global cities	71
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	70
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	69
Aligning semantic distribution in fusing optical and SAR images for land use classification	68
Multimodal image matching: A scale-invariant algorithm and an open dataset	68
A continuous digital elevation representation model for DEM super-resolution	67
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	67
Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes	67
Automatic silo axis detection from RGB-D sensor data for content monitoring	66

Spatial-spectral adaptive generalization driven high-precision BRDF modeling for extensible areas using UAV-Borne remote sensing	66
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]	66
Editorial Board	66
AMSCF-Net: An adaptive multi-scale cost fusion stereo network for high-quality disparity estimation	65
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies	65
Repairing geometric errors in 3D urban models with kinetic data structures	64
Editorial Board	64
Editorial Board	64
Three-dimensional reconstruction of shallow seabed topographic surface based on fusion of side-scan sonar and echo sounding data	63
Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping	63
Hierarchical alignment network for domain adaptive object detection in aerial images	63
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data	63
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020	63
Mapping China’s planted forests using high resolution imagery and massive amounts of crowdsourced samples	63
FO-Net: An advanced deep learning network for individual tree identification using UAV high-resolution images	63
FineCrop: Mapping fine-grained crops using class-aware feature decoupling and parcel-aware class rebalancing with Sentinel-2 time series	62
An enhanced relation-aware global-local attention network for escaping human detection in indoor smoke scenarios	62
Learning transferable land cover semantics for open vocabulary interactions with remote sensing images	61
A unified probabilistic framework of robust and efficient color consistency correction for multiple images	61
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network	61
MMFF: Multiview and multi-level feature fusion method within limited sample conditions for SAR image target recognition	61
Progressive fusion learning: A multimodal joint segmentation framework for building extraction from optical and SAR images	60
Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images	60
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	58
Meta Feature Disentanglement under continuous-valued domain modeling for generalizable remote sensing image segmentation on unseen domains	58
Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	58
ReCuSum: A polyvalent method to monitor tropical forest disturbances	57
PSO-based fine polarimetric decomposition for ship scattering characterization	57
Enabling country-scale land cover mapping with meter-resolution satellite imagery	57
Landsat assessment of variable spectral recovery linked to post-fire forest structure in dry sub-boreal forests	57
Semantic BIM enrichment for firefighting assets: Fire-ART dataset and panoramic image-based 3D reconstruction	56
geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America	56
Enhancing LiDAR place recognition in challenging environments using Retrieval-Trigger-Reranking paradigm	55
Semi-supervised thin cloud removal with mutually beneficial guides	55
GAT-LSTM: A feature point management network with graph attention for feature-based visual SLAM in dynamic environments	55
Colour-informed ecoregion analysis highlights a satellite capability gap for spatially and temporally consistent freshwater cyanobacteria monitoring	55
Editorial Board	55
Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation	55
ResDepth: A deep residual prior for 3D reconstruction from high-resolution satellite images	55
A novel airborne TomoSAR 3-D focusing method for accurate ice thickness and glacier volume estimation	55
EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement	54
Rapid survey method for large-scale outdoor surveillance cameras using binary space partitioning	54
Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation	53
Instance recognition of street trees from urban point clouds using a three-stage neural network	53
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation	53
AdaTreeFormer: Few shot domain adaptation for tree counting from a single high-resolution image	53
A novel method for remote sensing phycocyanin leveraging optical classification and an integrated machine learning algorithm	53
A revision of NASA SeaDAS atmospheric correction algorithm over turbid waters with artificial Neural Networks estimated remote-sensing reflectance in the near-infrared	53
Pose-graph optimization for efficient tie-point matching and 3D scene reconstruction from oblique UAV images	53
A survey of publicly available multi-temporal point cloud datasets	52
Mind the modality gap: Towards a remote sensing vision-language model via cross-modal alignment	52
Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley	51
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	51
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	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	50
Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents	50
Estimation of grain protein content in commercial bread and durum wheat fields via traits inverted by radiative transfer modelling from Sentinel-2 timeseries	50
On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery	50
Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame	49
A novel framework for river organic carbon retrieval through satellite data and machine learning	49
Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review	49
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection	49
Task interleaving and orientation estimation for high-precision oriented object detection in aerial images	49
Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment	49
3D reconstruction and characterization of cotton bolls in situ based on UAV technology	48
Continuous monitoring and sub-annual change detection in high-latitude forests using Harmonized Landsat Sentinel-2 data	48
BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics	48
Context-enhanced motion coherence modeling for global outlier rejection	48
Editorial Board	48
Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery	48
Contextual boundary-aware network for semantic segmentation of complex land transportation point cloud scenes	48
A novel method for robust marine habitat mapping using a kernelised aquatic vegetation index	48
A heterogeneous 3D map-based place recognition solution using virtual LiDAR and a polar grid height coding image descriptor	48
Guidance disentanglement network for Optics-Guided thermal UAV image super-resolution	48
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs	48
A novel real-time matching and pose reconstruction method for low-overlap agricultural UAV images with repetitive textures	48
Cross-view SLAM solver: Global pose estimation of monocular ground-level video frames for 3D reconstruction using a reference 3D model from satellite images	48
Historical mapping of rice fields in Japan using phenology and temporally aggregated Landsat images in Google Earth Engine	47
Self-calibration of terrestrial laser scanner using a M3C2-based planar patch algorithm	47
A practical method for angular normalization of global MODIS land surface temperature over vegetated surfaces	47

Combining optical and SAR satellite data to monitor coastline changes in the Black Sea	47
Near-surface air temperature estimation for areas with sparse observations based on transfer learning	47
Realistic virtual forests for understanding forest disturbances and recovery from space	47
A phenological-knowledge-independent method for automatic paddy rice mapping with time series of polarimetric SAR images	46
AdaptVFMs-RSCD: Advancing Remote Sensing Change Detection from binary to semantic with SAM and CLIP	46
OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery	46
Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images	46
AiTARs-Net: A novel network for detecting arbitrary-oriented transverse aeolian ridges from Tianwen-1 HiRIC images	46
Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data	46
Multisensor approach to land use and land cover mapping in Brazilian Amazon	45
Deep learning with multi-scale temporal hybrid structure for robust crop mapping	45
Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery	45
A LiDAR-based single-shot global localization solution using a cross-section shape context descriptor	45
Detecting Marine pollutants and Sea Surface features with Deep learning in Sentinel-2 imagery	45
An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images	45
Generalized few-shot object detection in remote sensing images	45
A hierarchical multiview registration framework of TLS point clouds based on loop constraint	45
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau	44
Style and content separation network for remote sensing image cross-scene generalization	44
CIDM: A comprehensive inpainting diffusion model for missing weather radar data with knowledge guidance	44
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification	44
Editorial Board	43
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area	43
Unsupervised classification of polarimetric SAR images via SV	43
Monitoring vegetation dynamics with open earth observation tools: the case of fire-modulated savanna to forest transitions in Central Africa	42
An efficient urban flood mapping framework towards disaster response driven by weakly supervised semantic segmentation with decoupled training samples	42
LVIMOT: Accurate and robust LiDAR-visual-inertial localization and multi-object tracking in dynamic environments via tightly coupled integration	42
A hybrid image segmentation method for building extraction from high-resolution RGB images	42
Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification	42
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	42
Retraction notice to “Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing” [ISPRS J. Photogramm. Remote Sens. 193 (2022) 90-103]	42
Satellite-observed first large-scale Sargassum bloom in the northern South China Sea	41
Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling	41
Fusion of optical, radar and waveform LiDAR observations for land cover classification	41
Identifying active retrogressive thaw slumps from ArcticDEM	41
Scales of oblique photographs updated	40
PKS: A photogrammetric key-frame selection method for visual-inertial systems built on ORB-SLAM3	40
Unmixing-based radiometric and spectral harmonization for consistency of multi-sensor reflectance time-series data	40
Multi-echo hyperspectral reflectance extraction method based on full waveform hyperspectral LiDAR	40
Estimation of building height using a single street view image via deep neural networks	40
MOSAIC-Tracker: Mutual-enhanced Occlusion-aware Spatiotemporal Adaptive Identity Consistency network for aerial multi-object tracking	40
Unsupervised domain adaptation for SAR target classification based on domain- and class-level alignment: From simulated to real data	39
Global Streetscapes — A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics	39
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction	39
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas	39
DPF-Net: Physical imaging model embedded data-driven underwater image enhancement	39
MLC-net: A sparse reconstruction network for TomoSAR imaging based on multi-label classification neural network	39
CropSight: Towards a large-scale operational framework for object-based crop type ground truth retrieval using street view and PlanetScope satellite imagery	39
Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter	38
Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆	38
A novel soybean mapping index within the global optimal time window	38
Look at the whole scene: General point cloud place recognition by classification proxy	38
A speckle noise filtering method based on quantum–classical feature fusion neural networks with Monte Carlo Tree Search	38
Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects	38
TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images	38
Pointwise deep learning for leaf-wood segmentation of tropical tree point clouds from terrestrial laser scanning	38
Bias-aware learning for unbiased scene graph generation in remote sensing imagery	38
Tidal flat topography mapping with Sentinel time series using cross-modal sample transfer and deep learning	38
Super resolution of historic Landsat imagery using a dual generative adversarial network (GAN) model with CubeSat constellation imagery for spatially enhanced long-term vegetation monitoring	37
Atmospheric correction of geostationary ocean color imager data over turbid coastal waters under high solar zenith angles	37
A multi-task learning method for extraction of newly constructed areas based on bi-temporal hyperspectral images	37
Hyperspectral vs. Multispectral data: Comparison of the spectral differentiation capabilities of Natura 2000 non-forest habitats	37
PSSNet: Planarity-sensible Semantic Segmentation of large-scale urban meshes	37
Modeling hydrous mineral distribution on Mars with extremely sparse data: A multi-scale spatial association modeling framework	37
SAMPolyBuild: Adapting the Segment Anything Model for polygonal building extraction	36
Detection of non-stand replacing disturbances (NSR) using Harmonized Landsat-Sentinel-2 time series	36
Automatic recognition of earth rock embankment leakage based on UAV passive infrared thermography and deep learning	36
Inferring 3D change detection from bitemporal optical images	36
Word2Scene: Efficient remote sensing image scene generation with only one word via hybrid intelligence and low-rank representation	36
Improved multi-source remote sensing object detection network by geometry consistency constraint and Gaussian distribution alignment	36
Built-up area mapping using Sentinel-1 SAR data	35
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	35
Retraction notice to “A novel semi-supervised method for airborne LiDAR point cloud classification” [ISPRS Journal of Photogrammetry and Remote Sensing 180 (2021) 117–129]	35
Joint learning of frequency and spatial domains for dense image prediction	35
SinkSAM-Net: Knowledge-driven self-supervised sinkhole segmentation using topographic priors and Segment Anything Model	35
Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks	35
VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification	35
Editorial Board	35
Meta underwater camera: A smart protocol for underwater image enhancement	35
An improved approach of dry snow density estimation using C-band synthetic aperture radar data	35
Editorial Board	35
Editorial Board	35
Mitigation of tropospheric turbulent delays in InSAR time series by incorporating a stochastic process	34
Text-Guided Coarse-to-Fine Fusion Network for robust remote sensing visual question answering	34
Cross-modal change detection using historical land use maps and current remote sensing images	34
Building LOD representation for 3D urban scenes	34
A cross-spatiotemporal weakly supervised framework for land cover classification: Generating temporally and spatially consistent land cover maps	34
Modeling the satellite instrument visibility range for detecting underwater targets	34
FloorUSG: Indoor floorplan reconstruction by unifying 2D semantics and 3D geometry	34
Joint semantic–geometric learning for polygonal building segmentation from high-resolution remote sensing images	33
FCCDN: Feature constraint network for VHR image change detection	33
Change detection of urban objects using 3D point clouds: A review	33
An attention-based multiscale transformer network for remote sensing image change detection	33
From center to surrounding: An interactive learning framework for hyperspectral image classification	33
Adaptive water body detection: Integrating deep learning, normalised difference water index, and vector data for farm dam water monitoring with OmniWaterMask	33