ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
Editorial Board	884
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	397
Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	358
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	242
An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory	237
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	222
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	215
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	208
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	187
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	173
Editorial Board	167
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	164
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	163
Feature matching for multi-epoch historical aerial images	150
BUD: Band-limited uncalibrated detector of environmental changes for InSAR monitoring framework	149
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	143
Advancements in satellite-based methane point source monitoring: A systematic review	142
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	141
URSimulator: Human-perception-driven prompt tuning for enhanced virtual urban renewal via diffusion models	138
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	125
Meta captioning: A meta learning based remote sensing image captioning framework	125
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	125
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	120
A survey on vision-based outdoor smoke detection techniques for environmental safety	112
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	109

DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	108
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	106
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	104
A full resolution deep learning network for paddy rice mapping using Landsat data	103
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	101
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	101
Remote sensing image classification using an ensemble framework without multiple classifiers	99
PolyBuilding: Polygon transformer for building extraction	99
Progressive split-merge super resolution for hyperspectral imagery with group attention and gradient guidance	96
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	93
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	92
A feature selection method for multimodal multispectral LiDAR sensing	92
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	88
Research on adaptive ocean remote sensing target detection framework: An efficient solution based on the broad learning system	88
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	88
Global urban high-resolution scene classification via uncertainty-aware domain generalization	87
Editorial Board	87
Influence of solar incidence angle on single-image photoclinometry for precision lunar topographic mapping	86
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	83
Efficient structure from motion for UAV images via anchor-free parallel merging	82
Gapless-REMA100: A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs	81
Prior knowledge-informed semantic segmentation framework for precise glacial lake mapping from multimodal imagery	81
Multimodal mathematical reasoning embedded in aerial vehicle imagery: Benchmarking, analysis, and exploration	81
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	81
A continuous digital elevation representation model for DEM super-resolution	80
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	76
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	76
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	76
Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model	75
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	75
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	74
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	73
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	73
Land use classification over smallholding areas in the European Common Agricultural Policy framework	73
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	72
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	71
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	70
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	69
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	69
Aligning semantic distribution in fusing optical and SAR images for land use classification	69
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	69
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	68
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	68
Quantifying the impact of urban trees on land surface temperature in global cities	68
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	66
Digital taxonomist: Identifying plant species in community scientists’ photographs	65
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	65
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	65
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	65
Multimodal image matching: A scale-invariant algorithm and an open dataset	64

Editorial Board	64
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
Spatial-spectral adaptive generalization driven high-precision BRDF modeling for extensible areas using UAV-Borne remote sensing	64
Hourly mapping of surface air temperature by blending geostationary datasets from the two-satellite system of GOES-R series	64
Automatic silo axis detection from RGB-D sensor data for content monitoring	64
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]	63
Editorial Board	62
AMSCF-Net: An adaptive multi-scale cost fusion stereo network for high-quality disparity estimation	62
Editorial Board	62
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies	62
Repairing geometric errors in 3D urban models with kinetic data structures	62
Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping	62
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data	61
An enhanced relation-aware global-local attention network for escaping human detection in indoor smoke scenarios	61
Editorial Board	61
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020	60
Hierarchical alignment network for domain adaptive object detection in aerial images	60
ReCuSum: A polyvalent method to monitor tropical forest disturbances	60
A unified probabilistic framework of robust and efficient color consistency correction for multiple images	59
Three-dimensional reconstruction of shallow seabed topographic surface based on fusion of side-scan sonar and echo sounding data	59
Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images	58
Learning transferable land cover semantics for open vocabulary interactions with remote sensing images	57
Progressive fusion learning: A multimodal joint segmentation framework for building extraction from optical and SAR images	57
Landsat assessment of variable spectral recovery linked to post-fire forest structure in dry sub-boreal forests	57
Enabling country-scale land cover mapping with meter-resolution satellite imagery	55
PSO-based fine polarimetric decomposition for ship scattering characterization	55
Mapping China’s planted forests using high resolution imagery and massive amounts of crowdsourced samples	55
Meta Feature Disentanglement under continuous-valued domain modeling for generalizable remote sensing image segmentation on unseen domains	54
geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America	54
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	54
FO-Net: An advanced deep learning network for individual tree identification using UAV high-resolution images	54
FineCrop: Mapping fine-grained crops using class-aware feature decoupling and parcel-aware class rebalancing with Sentinel-2 time series	54
Colour-informed ecoregion analysis highlights a satellite capability gap for spatially and temporally consistent freshwater cyanobacteria monitoring	53
Enhancing LiDAR place recognition in challenging environments using Retrieval-Trigger-Reranking paradigm	53
Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	53
Guidance disentanglement network for Optics-Guided thermal UAV image super-resolution	53
Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery	53
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network	53
MMFF: Multiview and multi-level feature fusion method within limited sample conditions for SAR image target recognition	53
ResDepth: A deep residual prior for 3D reconstruction from high-resolution satellite images	53
Editorial Board	53
3D reconstruction and characterization of cotton bolls in situ based on UAV technology	52
Balance learning for ship detection from synthetic aperture radar remote sensing imagery	52
Continuous monitoring and sub-annual change detection in high-latitude forests using Harmonized Landsat Sentinel-2 data	52
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs	52
A novel airborne TomoSAR 3-D focusing method for accurate ice thickness and glacier volume estimation	51
On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery	51
Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation	50
Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review	50
Semi-supervised thin cloud removal with mutually beneficial guides	50
A revision of NASA SeaDAS atmospheric correction algorithm over turbid waters with artificial Neural Networks estimated remote-sensing reflectance in the near-infrared	50
Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation	50
EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement	50
GAT-LSTM: A feature point management network with graph attention for feature-based visual SLAM in dynamic environments	49
Pose-graph optimization for efficient tie-point matching and 3D scene reconstruction from oblique UAV images	49
Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley	49
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation	49
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	48
Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents	48
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	48
AdaTreeFormer: Few shot domain adaptation for tree counting from a single high-resolution image	48
Mind the modality gap: Towards a remote sensing vision-language model via cross-modal alignment	48
A novel framework for river organic carbon retrieval through satellite data and machine learning	48
Instance recognition of street trees from urban point clouds using a three-stage neural network	47
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection	47
Estimation of grain protein content in commercial bread and durum wheat fields via traits inverted by radiative transfer modelling from Sentinel-2 timeseries	47
Rapid survey method for large-scale outdoor surveillance cameras using binary space partitioning	47
Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment	47
Task interleaving and orientation estimation for high-precision oriented object detection in aerial images	46
A heterogeneous 3D map-based place recognition solution using virtual LiDAR and a polar grid height coding image descriptor	46
Realistic virtual forests for understanding forest disturbances and recovery from space	46
Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame	46
Editorial Board	46
Style and content separation network for remote sensing image cross-scene generalization	46
A novel method for robust marine habitat mapping using a kernelised aquatic vegetation index	46
Contextual boundary-aware network for semantic segmentation of complex land transportation point cloud scenes	46
BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics	45
Combining optical and SAR satellite data to monitor coastline changes in the Black Sea	45
AiTARs-Net: A novel network for detecting arbitrary-oriented transverse aeolian ridges from Tianwen-1 HiRIC images	45
AdaptVFMs-RSCD: Advancing Remote Sensing Change Detection from binary to semantic with SAM and CLIP	45

A phenological-knowledge-independent method for automatic paddy rice mapping with time series of polarimetric SAR images	45
Context-enhanced motion coherence modeling for global outlier rejection	45
A LiDAR-based single-shot global localization solution using a cross-section shape context descriptor	45
Near-surface air temperature estimation for areas with sparse observations based on transfer learning	45
OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery	45
A novel real-time matching and pose reconstruction method for low-overlap agricultural UAV images with repetitive textures	45
Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery	45
Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data	45
Multisensor approach to land use and land cover mapping in Brazilian Amazon	45
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification	44
Cross-view SLAM solver: Global pose estimation of monocular ground-level video frames for 3D reconstruction using a reference 3D model from satellite images	44
Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images	43
A hierarchical multiview registration framework of TLS point clouds based on loop constraint	43
Detecting Marine pollutants and Sea Surface features with Deep learning in Sentinel-2 imagery	43
A practical method for angular normalization of global MODIS land surface temperature over vegetated surfaces	43
An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images	43
Deep learning with multi-scale temporal hybrid structure for robust crop mapping	43
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau	43
Self-calibration of terrestrial laser scanner using a M3C2-based planar patch algorithm	43
Historical mapping of rice fields in Japan using phenology and temporally aggregated Landsat images in Google Earth Engine	43
Generalized few-shot object detection in remote sensing images	42
Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling	42
CIDM: A comprehensive inpainting diffusion model for missing weather radar data with knowledge guidance	42
Editorial Board	42
Unmixing-based radiometric and spectral harmonization for consistency of multi-sensor reflectance time-series data	42
Towards the empirical determination of correlations in terrestrial laser scanner range observations and the comparison of the correlation structure of different scanners	41
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area	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
A hybrid image segmentation method for building extraction from high-resolution RGB images	41
Unsupervised classification of polarimetric SAR images via SV	41
Retraction notice to “Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing” [ISPRS J. Photogramm. Remote Sens. 193 (2022) 90-103]	41
LVIMOT: Accurate and robust LiDAR-visual-inertial localization and multi-object tracking in dynamic environments via tightly coupled integration	40
DPF-Net: Physical imaging model embedded data-driven underwater image enhancement	40
Scales of oblique photographs updated	40
Tidal flat topography mapping with Sentinel time series using cross-modal sample transfer and deep learning	40
Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter	39
Multi-echo hyperspectral reflectance extraction method based on full waveform hyperspectral LiDAR	39
A novel soybean mapping index within the global optimal time window	39
Unsupervised domain adaptation for SAR target classification based on domain- and class-level alignment: From simulated to real data	38
MLC-net: A sparse reconstruction network for TomoSAR imaging based on multi-label classification neural network	38
Global Streetscapes — A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics	38
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction	38
CropSight: Towards a large-scale operational framework for object-based crop type ground truth retrieval using street view and PlanetScope satellite imagery	38
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas	38
TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images	38
Monitoring vegetation dynamics with open earth observation tools: the case of fire-modulated savanna to forest transitions in Central Africa	38
An efficient urban flood mapping framework towards disaster response driven by weakly supervised semantic segmentation with decoupled training samples	38
Identifying active retrogressive thaw slumps from ArcticDEM	37
MOSAIC-Tracker: Mutual-enhanced Occlusion-aware Spatiotemporal Adaptive Identity Consistency network for aerial multi-object tracking	37
Estimation of building height using a single street view image via deep neural networks	37
PKS: A photogrammetric key-frame selection method for visual-inertial systems built on ORB-SLAM3	37
Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects	37
Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification	37
Look at the whole scene: General point cloud place recognition by classification proxy	36
Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆	36
Fusion of optical, radar and waveform LiDAR observations for land cover classification	36
Pointwise deep learning for leaf-wood segmentation of tropical tree point clouds from terrestrial laser scanning	36
A cross-spatiotemporal weakly supervised framework for land cover classification: Generating temporally and spatially consistent land cover maps	36
Adaptive water body detection: Integrating deep learning, normalised difference water index, and vector data for farm dam water monitoring with OmniWaterMask	35
Improved multi-source remote sensing object detection network by geometry consistency constraint and Gaussian distribution alignment	35
Editorial Board	35
Modeling hydrous mineral distribution on Mars with extremely sparse data: A multi-scale spatial association modeling framework	35
VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification	35
UC–Change: a classification-based time series change detection technique for improved forest disturbance mapping using multi-sensor imagery	35
An improved approach of dry snow density estimation using C-band synthetic aperture radar data	35
Mitigation of tropospheric turbulent delays in InSAR time series by incorporating a stochastic process	35
Building LOD representation for 3D urban scenes	35
Bamboo classification based on GEDI, time-series Sentinel-2 images and whale-optimized, dual-channel DenseNet: A case study in Zhejiang province, China	35
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	34
Editorial Board	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
Cross-modal change detection using historical land use maps and current remote sensing images	34
FloorUSG: Indoor floorplan reconstruction by unifying 2D semantics and 3D geometry	34
Modeling the satellite instrument visibility range for detecting underwater targets	34
Editorial Board	34
Inferring 3D change detection from bitemporal optical images	33
Automatic recognition of earth rock embankment leakage based on UAV passive infrared thermography and deep learning	33
Word2Scene: Efficient remote sensing image scene generation with only one word via hybrid intelligence and low-rank representation	33
Taxonomy of seasonal and diurnal clear-sky climatology of surface urban heat island dynamics across global cities	33
Global–local–global context-aware network for salient object detection in optical remote sensing images	33
SinkSAM-Net: Knowledge-driven self-supervised sinkhole segmentation using topographic priors and Segment Anything Model	33
Joint semantic–geometric learning for polygonal building segmentation from high-resolution remote sensing images	33
Nighttime light remote sensing for urban applications: Progress, challenges, and prospects	33
Hyperspectral vs. Multispectral data: Comparison of the spectral differentiation capabilities of Natura 2000 non-forest habitats	33
A satellite-field phenological bridging framework for characterizing community-level spring forest phenology using multi-scale satellite imagery	33
Characterising retrieval uncertainty of chlorophyll-a algorithms in oligotrophic and mesotrophic lakes and reservoirs	33
Built-up area mapping using Sentinel-1 SAR data	33
Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks	33
SAMPolyBuild: Adapting the Segment Anything Model for polygonal building extraction	33
FCCDN: Feature constraint network for VHR image change detection	33
Text-Guided Coarse-to-Fine Fusion Network for robust remote sensing visual question answering	33
Joint learning of frequency and spatial domains for dense image prediction	33
Atmospheric correction of geostationary ocean color imager data over turbid coastal waters under high solar zenith angles	32
Enhanced mangrove vegetation index based on hyperspectral images for mapping mangrove	32
WHU-Urban3D: An urban scene LiDAR point cloud dataset for semantic instance segmentation	32