ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	714
Editorial Board	337
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	306
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	288
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	251
An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory	229
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	221
Feature matching for multi-epoch historical aerial images	196
DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	188
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	185
Editorial Board	172
Advancements in satellite-based methane point source monitoring: A systematic review	169
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	160
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	147
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	144
Meta captioning: A meta learning based remote sensing image captioning framework	136
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	136
Tightly-coupled camera/LiDAR integration for point cloud generation from GNSS/INS-assisted UAV mapping systems	136
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	130
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	129
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	127
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	125
Remote sensing image classification using an ensemble framework without multiple classifiers	124
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	123
A full resolution deep learning network for paddy rice mapping using Landsat data	122

MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	121
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	118
A survey on vision-based outdoor smoke detection techniques for environmental safety	115
PolyBuilding: Polygon transformer for building extraction	114
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	112
A feature selection method for multimodal multispectral LiDAR sensing	100
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	98
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	94
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	93
Influence of solar incidence angle on single-image photoclinometry for precision lunar topographic mapping	91
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	90
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	88
Editorial Board	87
Gapless-REMA100: A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs	87
Progressive split-merge super resolution for hyperspectral imagery with group attention and gradient guidance	87
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	86
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	86
A continuous digital elevation representation model for DEM super-resolution	86
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	86
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	83
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	83
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	82
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	81
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	80
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	80
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	79
Digital taxonomist: Identifying plant species in community scientists’ photographs	79
Land use classification over smallholding areas in the European Common Agricultural Policy framework	77
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	75
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	75
Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model	74
Multimodal image matching: A scale-invariant algorithm and an open dataset	73
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	73
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	72
Discriminating Xylella fastidiosa from Verticillium dahliae infections in olive trees using thermal- and hyperspectral-based plant traits	72
Aligning semantic distribution in fusing optical and SAR images for land use classification	72
An enhanced pixel-based phenological feature for accurate paddy rice mapping with Sentinel-2 imagery in Google Earth Engine	71
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	70
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	69
Mapping landscape canopy nitrogen content from space using PRISMA data	67
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	66
Efficient structure from motion for UAV images via anchor-free parallel merging	66
Quantifying the impact of urban trees on land surface temperature in global cities	66
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	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]	63
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	63
Hourly mapping of surface air temperature by blending geostationary datasets from the two-satellite system of GOES-R series	63
An enhanced relation-aware global-local attention network for escaping human detection in indoor smoke scenarios	62
Automatic silo axis detection from RGB-D sensor data for content monitoring	62
AMSCF-Net: An adaptive multi-scale cost fusion stereo network for high-quality disparity estimation	61

Editorial Board	60
Editorial Board	60
Repairing geometric errors in 3D urban models with kinetic data structures	60
Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	60
Editorial Board	59
Editorial Board	59
Editorial Board	59
Learning transferable land cover semantics for open vocabulary interactions with remote sensing images	58
MMFF: Multi-manifold feature fusion based neural networks for target recognition in complex-valued SAR imagery	58
MMFF: Multiview and multi-level feature fusion method within limited sample conditions for SAR image target recognition	58
geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America	57
FO-Net: An advanced deep learning network for individual tree identification using UAV high-resolution images	56
Infrared dim target detection via mode-k1k2 extension tensor tubal rank under complex ocean environment	56
A unified probabilistic framework of robust and efficient color consistency correction for multiple images	56
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data	55
PSO-based fine polarimetric decomposition for ship scattering characterization	55
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies	55
Mapping China’s planted forests using high resolution imagery and massive amounts of crowdsourced samples	55
Enabling country-scale land cover mapping with meter-resolution satellite imagery	55
Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images	55
Landsat assessment of variable spectral recovery linked to post-fire forest structure in dry sub-boreal forests	55
ReCuSum: A polyvalent method to monitor tropical forest disturbances	54
Progressive fusion learning: A multimodal joint segmentation framework for building extraction from optical and SAR images	54
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	53
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network	53
Dual-polarimetric descriptors from Sentinel-1 GRD SAR data for crop growth assessment	53
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020	53
Hierarchical alignment network for domain adaptive object detection in aerial images	53
ResDepth: A deep residual prior for 3D reconstruction from high-resolution satellite images	52
Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping	52
Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame	52
Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment	52
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation	50
Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents	50
Pose-graph optimization for efficient tie-point matching and 3D scene reconstruction from oblique UAV images	50
A novel airborne TomoSAR 3-D focusing method for accurate ice thickness and glacier volume estimation	50
GAT-LSTM: A feature point management network with graph attention for feature-based visual SLAM in dynamic environments	50
Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation	49
Task interleaving and orientation estimation for high-precision oriented object detection in aerial images	49
Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley	49
3D reconstruction and characterization of cotton bolls in situ based on UAV technology	49
A novel framework for river organic carbon retrieval through satellite data and machine learning	49
Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery	49
Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation	49
Estimation of grain protein content in commercial bread and durum wheat fields via traits inverted by radiative transfer modelling from Sentinel-2 timeseries	49
Rapid survey method for large-scale outdoor surveillance cameras using binary space partitioning	48
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
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs	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
A revision of NASA SeaDAS atmospheric correction algorithm over turbid waters with artificial Neural Networks estimated remote-sensing reflectance in the near-infrared	48
Continuous monitoring and sub-annual change detection in high-latitude forests using Harmonized Landsat Sentinel-2 data	48
On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery	48
AdaTreeFormer: Few shot domain adaptation for tree counting from a single high-resolution image	47
Instance recognition of street trees from urban point clouds using a three-stage neural network	47
Semi-supervised thin cloud removal with mutually beneficial guides	47
Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review	47
Balance learning for ship detection from synthetic aperture radar remote sensing imagery	47
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection	47
Cross-view SLAM solver: Global pose estimation of monocular ground-level video frames for 3D reconstruction using a reference 3D model from satellite images	46
A heterogeneous 3D map-based place recognition solution using virtual LiDAR and a polar grid height coding image descriptor	46
EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement	46
A LiDAR-based single-shot global localization solution using a cross-section shape context descriptor	46
A novel method for robust marine habitat mapping using a kernelised aquatic vegetation index	46
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification	46
Deep learning with multi-scale temporal hybrid structure for robust crop mapping	46
Editorial Board	45
Generalized few-shot object detection in remote sensing images	45
Combining optical and SAR satellite data to monitor coastline changes in the Black Sea	45
A hierarchical multiview registration framework of TLS point clouds based on loop constraint	45
Historical mapping of rice fields in Japan using phenology and temporally aggregated Landsat images in Google Earth Engine	45
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data	45
Style and content separation network for remote sensing image cross-scene generalization	44
BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics	44
AiTARs-Net: A novel network for detecting arbitrary-oriented transverse aeolian ridges from Tianwen-1 HiRIC images	44
A novel real-time matching and pose reconstruction method for low-overlap agricultural UAV images with repetitive textures	44
Context-enhanced motion coherence modeling for global outlier rejection	44
A phenological-knowledge-independent method for automatic paddy rice mapping with time series of polarimetric SAR images	44
Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data	44
Self-calibration of terrestrial laser scanner using a M3C2-based planar patch algorithm	43
Multisensor approach to land use and land cover mapping in Brazilian Amazon	43

A practical method for angular normalization of global MODIS land surface temperature over vegetated surfaces	42
Near-surface air temperature estimation for areas with sparse observations based on transfer learning	42
CIDM: A comprehensive inpainting diffusion model for missing weather radar data with knowledge guidance	42
An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images	42
Detecting Marine pollutants and Sea Surface features with Deep learning in Sentinel-2 imagery	42
Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images	42
Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery	42
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau	42
Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification	41
Editorial Board	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
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area	41
Unmixing-based radiometric and spectral harmonization for consistency of multi-sensor reflectance time-series data	41
PKS: A photogrammetric key-frame selection method for visual-inertial systems built on ORB-SLAM3	41
Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter	40
Structure-aware indoor scene reconstruction via two levels of abstraction	40
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas	40
Scales of oblique photographs updated	40
Unsupervised classification of polarimetric SAR images via SV	40
Tidal flat topography mapping with Sentinel time series using cross-modal sample transfer and deep learning	40
Multi-echo hyperspectral reflectance extraction method based on full waveform hyperspectral LiDAR	40
Monitoring vegetation dynamics with open earth observation tools: the case of fire-modulated savanna to forest transitions in Central Africa	40
Unsupervised domain adaptation for SAR target classification based on domain- and class-level alignment: From simulated to real data	39
Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling	39
Simplified object-based deep neural network for very high resolution remote sensing image classification	39
A novel soybean mapping index within the global optimal time window	39
A hybrid image segmentation method for building extraction from high-resolution RGB images	39
TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images	39
CropSight: Towards a large-scale operational framework for object-based crop type ground truth retrieval using street view and PlanetScope satellite imagery	39
Fusion of optical, radar and waveform LiDAR observations for land cover classification	39
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction	39
MLC-net: A sparse reconstruction network for TomoSAR imaging based on multi-label classification neural network	39
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	38
SUM: A benchmark dataset of Semantic Urban Meshes	38
Identifying active retrogressive thaw slumps from ArcticDEM	38
Estimation of building height using a single street view image via deep neural networks	38
Towards the empirical determination of correlations in terrestrial laser scanner range observations and the comparison of the correlation structure of different scanners	38
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]	37
Editorial Board	37
Hyperspectral vs. Multispectral data: Comparison of the spectral differentiation capabilities of Natura 2000 non-forest habitats	37
Building LOD representation for 3D urban scenes	37
Editorial Board	37
Joint learning of frequency and spatial domains for dense image prediction	37
An improved approach of dry snow density estimation using C-band synthetic aperture radar data	37
Editorial Board	37
Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects	37
Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆	36
Detection of non-stand replacing disturbances (NSR) using Harmonized Landsat-Sentinel-2 time series	36
FloorUSG: Indoor floorplan reconstruction by unifying 2D semantics and 3D geometry	36
Bamboo classification based on GEDI, time-series Sentinel-2 images and whale-optimized, dual-channel DenseNet: A case study in Zhejiang province, China	36
Atmospheric correction of geostationary ocean color imager data over turbid coastal waters under high solar zenith angles	36
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
PSSNet: Planarity-sensible Semantic Segmentation of large-scale urban meshes	35
Look at the whole scene: General point cloud place recognition by classification proxy	35
Mitigation of tropospheric turbulent delays in InSAR time series by incorporating a stochastic process	35
Meta underwater camera: A smart protocol for underwater image enhancement	35
IMGTR: Image-triangle based multi-view 3D reconstruction for urban scenes	35
Modeling the satellite instrument visibility range for detecting underwater targets	35
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	35
Taxonomy of seasonal and diurnal clear-sky climatology of surface urban heat island dynamics across global cities	35
Word2Scene: Efficient remote sensing image scene generation with only one word via hybrid intelligence and low-rank representation	35
Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks	34
Cross-modal change detection using historical land use maps and current remote sensing images	34
SAMPolyBuild: Adapting the Segment Anything Model for polygonal building extraction	34
A multi-task learning method for extraction of newly constructed areas based on bi-temporal hyperspectral images	34
Automatic recognition of earth rock embankment leakage based on UAV passive infrared thermography and deep learning	34
FCCDN: Feature constraint network for VHR image change detection	34
Joint semantic–geometric learning for polygonal building segmentation from high-resolution remote sensing images	34
Global–local–global context-aware network for salient object detection in optical remote sensing images	34
An attention-based multiscale transformer network for remote sensing image change detection	34
Built-up area mapping using Sentinel-1 SAR data	34
A satellite-field phenological bridging framework for characterizing community-level spring forest phenology using multi-scale satellite imagery	33
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	33
Characterising retrieval uncertainty of chlorophyll-a algorithms in oligotrophic and mesotrophic lakes and reservoirs	33
Effect of feature standardization on reducing the requirements of field samples for individual tree species classification using ALS data	32
Leveraging vocabulary tree for simultaneous match pair selection and guided feature matching of UAV images	32
Robust deep alignment network with remote sensing knowledge graph for zero-shot and generalized zero-shot remote sensing image scene classification	32
Change detection of urban objects using 3D point clouds: A review	32
Classification of urban road functional structure by integrating physical and behavioral features	32
Quick calibration of massive urban outdoor surveillance cameras	32
Inferring 3D change detection from bitemporal optical images	32
Enhanced mangrove vegetation index based on hyperspectral images for mapping mangrove	32
Nighttime light remote sensing for urban applications: Progress, challenges, and prospects	32
A large-scale climate-aware satellite image dataset for domain adaptive land-cover semantic segmentation	32
Reconstructing NDVI time series in cloud-prone regions: A fusion-and-fit approach with deep learning residual constraint	32
WHU-Urban3D: An urban scene LiDAR point cloud dataset for semantic instance segmentation	32
From center to surrounding: An interactive learning framework for hyperspectral image classification	32
HoMeNL: A Homogeneity Measure-Based NonLocal Filtering Framework for Detail-Enhanced (Pol)(In)SAR Image Denoising	32
Enhancing deforestation monitoring in the Brazilian Amazon: A semi-automatic approach leveraging uncertainty estimation	31
Optimal scan planning with enforced network connectivity for the acquisition of three-dimensional indoor models	31
Active fire-based dating accuracy for Landsat burned area maps is high in boreal and Mediterranean biomes and low in grasslands and savannas	31
Accurate spaceborne waveform simulation in heterogeneous forests using small-footprint airborne LiDAR point clouds	31
Robust symmetric iterative closest point	31