ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
Editorial Board	1169
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	497
Editorial Board	327
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	277
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	235
Mapping melliferous tree species in Kenya via one-class classification with hyperspectral unsupervised domain adaptation	220
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	215
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	196
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	193
URSimulator: Human-perception-driven prompt tuning for enhanced virtual urban renewal via diffusion models	180
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	167
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	160
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	160
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	158
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	157
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	155
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	154
A full resolution deep learning network for paddy rice mapping using Landsat data	136
Advancements in satellite-based methane point source monitoring: A systematic review	123
UAV-based monocular 3D panoptic mapping for fruit shape completion in orchard	123
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	119
PolyBuilding: Polygon transformer for building extraction	118
DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	117
LiDAR remote sensing meets weak supervision: Concepts, methods, and perspectives	111
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	111

Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	110
Global mapping of tidal wetlands and adjacent environments using tidal analysis and multi-source Earth observations	109
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	108
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	107
Remote sensing image classification using an ensemble framework without multiple classifiers	106
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	106
BUD: Band-limited uncalibrated detector of environmental changes for InSAR monitoring framework	106
Research on adaptive ocean remote sensing target detection framework: An efficient solution based on the broad learning system	102
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	100
A continuous digital elevation representation model for DEM super-resolution	98
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	98
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	97
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	95
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	94
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	92
Land use classification over smallholding areas in the European Common Agricultural Policy framework	91
Editorial Board	90
Efficient structure from motion for UAV images via anchor-free parallel merging	89
SP-KAN: Sparse-sine perception Kolmogorov–Arnold networks for infrared small target detection	89
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	87
EnBoT-SORT: Hierarchical fusion-association tracking with pseudo-sample generation for dense thermal infrared UAVs	85
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	85
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	85
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	85
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	84
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	84
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	84
Multimodal mathematical reasoning embedded in aerial vehicle imagery: Benchmarking, analysis, and exploration	83
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	82
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	80
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	79
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	78
Global urban high-resolution scene classification via uncertainty-aware domain generalization	78
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	78
Aligning semantic distribution in fusing optical and SAR images for land use classification	77
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	77
Quantifying the impact of urban trees on land surface temperature in global cities	77
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	77
A feature selection method for multimodal multispectral LiDAR sensing	77
Multimodal image matching: A scale-invariant algorithm and an open dataset	77
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	77
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	77
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	76
Prior knowledge-informed semantic segmentation framework for precise glacial lake mapping from multimodal imagery	75
Automatic silo axis detection from RGB-D sensor data for content monitoring	74
Editorial Board	74
Repairing geometric errors in 3D urban models with kinetic data structures	74
Editorial Board	74
How does missing-modality affect cross-domain remote sensing image classification: A synergistic inter-modal proxy fine-tuning solution	73

FineCrop: Mapping fine-grained crops using class-aware feature decoupling and parcel-aware class rebalancing with Sentinel-2 time series	73
A unified probabilistic framework of robust and efficient color consistency correction for multiple images	72
Learning transferable land cover semantics for open vocabulary interactions with remote sensing images	72
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	71
Spatial-spectral adaptive generalization driven high-precision BRDF modeling for extensible areas using UAV-Borne remote sensing	71
Meta Feature Disentanglement under continuous-valued domain modeling for generalizable remote sensing image segmentation on unseen domains	70
Editorial Board	70
Three-dimensional reconstruction of shallow seabed topographic surface based on fusion of side-scan sonar and echo sounding data	70
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies	69
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
MMFF: Multiview and multi-level feature fusion method within limited sample conditions for SAR image target recognition	68
ReCuSum: A polyvalent method to monitor tropical forest disturbances	68
GaussianCraft: Fine-grained 3D Gaussians for efficient large-scene surface reconstruction	68
FO-Net: An advanced deep learning network for individual tree identification using UAV high-resolution images	67
Heterogeneous graph neural networks for building attribute prediction from hierarchical urban features and cross-view imagery	67
Enabling country-scale land cover mapping with meter-resolution satellite imagery	66
Landsat assessment of variable spectral recovery linked to post-fire forest structure in dry sub-boreal forests	66
Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping	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	65
Semantic BIM enrichment for firefighting assets: Fire-ART dataset and panoramic image-based 3D reconstruction	65
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network	65
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data	64
Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	64
PSO-based fine polarimetric decomposition for ship scattering characterization	63
Mapping China’s planted forests using high resolution imagery and massive amounts of crowdsourced samples	63
Progressive fusion learning: A multimodal joint segmentation framework for building extraction from optical and SAR images	62
geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America	62
AMSCF-Net: An adaptive multi-scale cost fusion stereo network for high-quality disparity estimation	62
Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images	62
A novel airborne TomoSAR 3-D focusing method for accurate ice thickness and glacier volume estimation	61
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020	61
Enhancing LiDAR place recognition in challenging environments using Retrieval-Trigger-Reranking paradigm	61
Hierarchical alignment network for domain adaptive object detection in aerial images	61
A novel method for remote sensing phycocyanin leveraging optical classification and an integrated machine learning algorithm	61
Editorial Board	61
On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery	60
Rapid survey method for large-scale outdoor surveillance cameras using binary space partitioning	60
A survey of publicly available multi-temporal point cloud datasets	60
Pose-graph optimization for efficient tie-point matching and 3D scene reconstruction from oblique UAV images	60
Synthetic learning for primitive-based building model reconstruction from point clouds	58
Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment	58
BEDI: a comprehensive benchmark for evaluating embodied agents on UAVs	58
Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation	58
Estimation of grain protein content in commercial bread and durum wheat fields via traits inverted by radiative transfer modelling from Sentinel-2 timeseries	57
RoofX-Net: A tailored approach to accurate multi-type rooftop segmentation in remote sensing images using edge and scale awareness	56
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	56
Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery	56
Semi-supervised thin cloud removal with mutually beneficial guides	56
Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents	55
Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley	55
A novel framework for river organic carbon retrieval through satellite data and machine learning	55
Task interleaving and orientation estimation for high-precision oriented object detection in aerial images	54
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	54
Towards automated laser triangulation with stereo and planar constraints in refractive environments	54
3D reconstruction and characterization of cotton bolls in situ based on UAV technology	54
Instance recognition of street trees from urban point clouds using a three-stage neural network	54
Guidance disentanglement network for Optics-Guided thermal UAV image super-resolution	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
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs	53
Continuous monitoring and sub-annual change detection in high-latitude forests using Harmonized Landsat Sentinel-2 data	53
AdaTreeFormer: Few shot domain adaptation for tree counting from a single high-resolution image	53
GAT-LSTM: A feature point management network with graph attention for feature-based visual SLAM in dynamic environments	53
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection	53
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation	52
Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame	52
Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation	52
EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement	51
A Spatially Masked Adaptive Gated Network for multimodal post-flood water extent mapping using SAR and incomplete multispectral data	51
Mind the modality gap: Towards a remote sensing vision-language model via cross-modal alignment	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
Colour-informed ecoregion analysis highlights a satellite capability gap for spatially and temporally consistent freshwater cyanobacteria monitoring	51
Editorial Board	50
Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review	50
Self-calibration of terrestrial laser scanner using a M3C2-based planar patch algorithm	50
Style and content separation network for remote sensing image cross-scene generalization	49
Realistic virtual forests for understanding forest disturbances and recovery from space	49
BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics	49
Efficient feature matching for UAV images based on compact GPU data scheduling	49
Cross-view SLAM solver: Global pose estimation of monocular ground-level video frames for 3D reconstruction using a reference 3D model from satellite images	49
Context-enhanced motion coherence modeling for global outlier rejection	49

Historical mapping of rice fields in Japan using phenology and temporally aggregated Landsat images in Google Earth Engine	48
Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data	48
AiTARs-Net: A novel network for detecting arbitrary-oriented transverse aeolian ridges from Tianwen-1 HiRIC images	48
A novel real-time matching and pose reconstruction method for low-overlap agricultural UAV images with repetitive textures	48
OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery	47
A novel method for robust marine habitat mapping using a kernelised aquatic vegetation index	47
Contextual boundary-aware network for semantic segmentation of complex land transportation point cloud scenes	47
A geometric Cross-Propagation-Calibration method for SAR constellation based on the graph theory	47
A phenological-knowledge-independent method for automatic paddy rice mapping with time series of polarimetric SAR images	45
Lightweight relative map-matching with slope-aware multi-level ground constraints for accurate and robust urban localization	45
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau	44
National mapping of wetland vegetation leaf area index in China using hybrid model with Sentinel-2 and Landsat-8 data	44
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification	44
A hierarchical multiview registration framework of TLS point clouds based on loop constraint	44
Deep learning with multi-scale temporal hybrid structure for robust crop mapping	44
A LiDAR-based single-shot global localization solution using a cross-section shape context descriptor	44
Generalized few-shot object detection in remote sensing images	43
Detecting Marine pollutants and Sea Surface features with Deep learning in Sentinel-2 imagery	43
Multisensor approach to land use and land cover mapping in Brazilian Amazon	43
Near-surface air temperature estimation for areas with sparse observations based on transfer learning	43
An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images	43
Combining optical and SAR satellite data to monitor coastline changes in the Black Sea	43
A practical method for angular normalization of global MODIS land surface temperature over vegetated surfaces	43
AdaptVFMs-RSCD: Advancing Remote Sensing Change Detection from binary to semantic with SAM and CLIP	43
Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images	43
A novel soybean mapping index within the global optimal time window	42
Unmixing-based radiometric and spectral harmonization for consistency of multi-sensor reflectance time-series data	42
Editorial Board	42
TUM2TWIN: Introducing the large-scale multimodal urban digital twin benchmark dataset	42
Satellite-observed first large-scale Sargassum bloom in the northern South China Sea	42
CropSight: Towards a large-scale operational framework for object-based crop type ground truth retrieval using street view and PlanetScope satellite imagery	42
Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter	42
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area	42
MLC-net: A sparse reconstruction network for TomoSAR imaging based on multi-label classification neural network	41
Predictability of Earth’s greenness	41
Unsupervised classification of polarimetric SAR images via SV	41
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	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
Remote sensing image dehazing: A systematic review of progress, challenges, and prospects	41
LVIMOT: Accurate and robust LiDAR-visual-inertial localization and multi-object tracking in dynamic environments via tightly coupled integration	41
CIDM: A comprehensive inpainting diffusion model for missing weather radar data with knowledge guidance	41
IRSD-DETR: A lightweight real-time detection transformer for infrared ship detection	41
PKS: A photogrammetric key-frame selection method for visual-inertial systems built on ORB-SLAM3	40
TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images	40
Monitoring vegetation dynamics with open earth observation tools: the case of fire-modulated savanna to forest transitions in Central Africa	40
Scales of oblique photographs updated	40
DPF-Net: Physical imaging model embedded data-driven underwater image enhancement	40
Identifying active retrogressive thaw slumps from ArcticDEM	40
Tidal flat topography mapping with Sentinel time series using cross-modal sample transfer and deep learning	40
Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects	39
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas	39
An efficient urban flood mapping framework towards disaster response driven by weakly supervised semantic segmentation with decoupled training samples	39
Estimation of building height using a single street view image via deep neural networks	39
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	38
Cross-modal change detection using historical land use maps and current remote sensing images	38
PSSNet: Planarity-sensible Semantic Segmentation of large-scale urban meshes	38
A hybrid image segmentation method for building extraction from high-resolution RGB images	38
Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification	38
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction	38
Beyond the surface: machine learning uncovers ENSO’s hidden and contrasting impacts on phytoplankton vertical structure	38
Improved multi-source remote sensing object detection network by geometry consistency constraint and Gaussian distribution alignment	38
Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling	38
Multi-echo hyperspectral reflectance extraction method based on full waveform hyperspectral LiDAR	38
Retraction notice to “Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing” [ISPRS J. Photogramm. Remote Sens. 193 (2022) 90-103]	38
Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆	38
Bamboo classification based on GEDI, time-series Sentinel-2 images and whale-optimized, dual-channel DenseNet: A case study in Zhejiang province, China	38
MOSAIC-Tracker: Mutual-enhanced Occlusion-aware Spatiotemporal Adaptive Identity Consistency network for aerial multi-object tracking	38
Modeling hydrous mineral distribution on Mars with extremely sparse data: A multi-scale spatial association modeling framework	37
Modeling the satellite instrument visibility range for detecting underwater targets	37
Editorial Board	37
Meta underwater camera: A smart protocol for underwater image enhancement	37
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
A speckle noise filtering method based on quantum–classical feature fusion neural networks with Monte Carlo Tree Search	37
Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks	37
Editorial Board	37
Global–local–global context-aware network for salient object detection in optical remote sensing images	36
Editorial Board	36
Look at the whole scene: General point cloud place recognition by classification proxy	36
FloorUSG: Indoor floorplan reconstruction by unifying 2D semantics and 3D geometry	36
Built-up area mapping using Sentinel-1 SAR data	36
Enhanced mangrove vegetation index based on hyperspectral images for mapping mangrove	36
Automatic recognition of earth rock embankment leakage based on UAV passive infrared thermography and deep learning	35
An improved approach of dry snow density estimation using C-band synthetic aperture radar data	35
Joint learning of frequency and spatial domains for dense image prediction	35
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	35
Causal Graph Neural Networks for robust wildfire forecasting across geographic shifts	35
Word2Scene: Efficient remote sensing image scene generation with only one word via hybrid intelligence and low-rank representation	34
A satellite-field phenological bridging framework for characterizing community-level spring forest phenology using multi-scale satellite imagery	34
Mitigation of tropospheric turbulent delays in InSAR time series by incorporating a stochastic process	34
SinkSAM-Net: Knowledge-driven self-supervised sinkhole segmentation using topographic priors and Segment Anything Model	34
Bias-aware learning for unbiased scene graph generation in remote sensing imagery	34
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]	34
Detection of non-stand replacing disturbances (NSR) using Harmonized Landsat-Sentinel-2 time series	34
Adaptive water body detection: Integrating deep learning, normalised difference water index, and vector data for farm dam water monitoring with OmniWaterMask	34