ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	592
Editorial Board	311
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	284
An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory	237
Registration of multi-platform point clouds using edge detection for rockfall monitoring	223
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	207
Robust detection of non-overlapping ellipses from points with applications to circular target extraction in images and cylinder detection in point clouds	202
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	198
Feature matching for multi-epoch historical aerial images	175
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	168
A full resolution deep learning network for paddy rice mapping using Landsat data	165
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	163
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	151
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	148
DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	143
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	143
Meta captioning: A meta learning based remote sensing image captioning framework	133
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	132
Tightly-coupled camera/LiDAR integration for point cloud generation from GNSS/INS-assisted UAV mapping systems	129
Remote sensing image classification using an ensemble framework without multiple classifiers	122
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	121
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	119
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	118
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	116
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	114

PolyBuilding: Polygon transformer for building extraction	113
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	111
A survey on vision-based outdoor smoke detection techniques for environmental safety	107
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	106
A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases	106
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	105
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	102
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	100
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	98
Influence of solar incidence angle on single-image photoclinometry for precision lunar topographic mapping	94
A feature selection method for multimodal multispectral LiDAR sensing	89
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	88
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	88
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	88
Gapless-REMA100: A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs	85
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	84
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	83
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	81
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	81
Hourly mapping of surface air temperature by blending geostationary datasets from the two-satellite system of GOES-R series	80
Editorial Board	79
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	77
Efficient structure from motion for UAV images via anchor-free parallel merging	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
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	75
Quantifying the impact of urban trees on land surface temperature in global cities	74
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	74
Progressive split-merge super resolution for hyperspectral imagery with group attention and gradient guidance	74
Digital taxonomist: Identifying plant species in community scientists’ photographs	74
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	74
An enhanced pixel-based phenological feature for accurate paddy rice mapping with Sentinel-2 imagery in Google Earth Engine	73
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	73
A continuous digital elevation representation model for DEM super-resolution	73
Land use classification over smallholding areas in the European Common Agricultural Policy framework	73
Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model	72
Mapping landscape canopy nitrogen content from space using PRISMA data	72
Aligning semantic distribution in fusing optical and SAR images for land use classification	71
Multimodal image matching: A scale-invariant algorithm and an open dataset	70
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	70
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	69
Discriminating Xylella fastidiosa from Verticillium dahliae infections in olive trees using thermal- and hyperspectral-based plant traits	69
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	68
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	68
Automatic silo axis detection from RGB-D sensor data for content monitoring	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
Repairing geometric errors in 3D urban models with kinetic data structures	65
ReCuSum: A polyvalent method to monitor tropical forest disturbances	65
Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	64
A unified probabilistic framework of robust and efficient color consistency correction for multiple images	63
Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping	62

Mapping China’s planted forests using high resolution imagery and massive amounts of crowdsourced samples	62
Infrared dim target detection via mode-k1k2 extension tensor tubal rank under complex ocean environment	62
Learning transferable land cover semantics for open vocabulary interactions with remote sensing images	61
FO-Net: An advanced deep learning network for individual tree identification using UAV high-resolution images	61
Hierarchical alignment network for domain adaptive object detection in aerial images	61
Progressive fusion learning: A multimodal joint segmentation framework for building extraction from optical and SAR images	59
Dual-polarimetric descriptors from Sentinel-1 GRD SAR data for crop growth assessment	59
Editorial Board	58
Editorial Board	58
An enhanced relation-aware global-local attention network for escaping human detection in indoor smoke scenarios	58
Editorial Board	58
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network	58
Editorial Board	57
Editorial Board	57
Learning from multimodal and multitemporal earth observation data for building damage mapping	56
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data	56
PSO-based fine polarimetric decomposition for ship scattering characterization	55
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020	55
geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America	54
Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images	54
Landsat assessment of variable spectral recovery linked to post-fire forest structure in dry sub-boreal forests	54
MMFF: Multi-manifold feature fusion based neural networks for target recognition in complex-valued SAR imagery	54
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	53
Enabling country-scale land cover mapping with meter-resolution satellite imagery	53
AdaTreeFormer: Few shot domain adaptation for tree counting from a single high-resolution image	53
A novel framework for river organic carbon retrieval through satellite data and machine learning	52
Editorial Board	52
Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame	51
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection	50
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
Rapid survey method for large-scale outdoor surveillance cameras using binary space partitioning	50
Semi-supervised thin cloud removal with mutually beneficial guides	50
ResDepth: A deep residual prior for 3D reconstruction from high-resolution satellite images	50
Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation	49
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation	49
Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment	49
Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery	49
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs	49
On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery	48
Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley	48
Continuous monitoring and sub-annual change detection in high-latitude forests using Harmonized Landsat Sentinel-2 data	48
Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation	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
A novel airborne TomoSAR 3-D focusing method for accurate ice thickness and glacier volume estimation	48
Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents	48
Instance recognition of street trees from urban point clouds using a three-stage neural network	47
Task interleaving and orientation estimation for high-precision oriented object detection in aerial images	47
EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement	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
3D reconstruction and characterization of cotton bolls in situ based on UAV technology	46
Estimation of grain protein content in commercial bread and durum wheat fields via traits inverted by radiative transfer modelling from Sentinel-2 timeseries	46
Self-calibration of terrestrial laser scanner using a M3C2-based planar patch algorithm	45
Editorial Board	45
Multisensor approach to land use and land cover mapping in Brazilian Amazon	45
BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics	45
Context-enhanced motion coherence modeling for global outlier rejection	45
Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data	45
Refinement of interferometric SAR parameters using digital terrain model as an external reference	44
Style and content separation network for remote sensing image cross-scene generalization	44
A LiDAR-based single-shot global localization solution using a cross-section shape context descriptor	44
A heterogeneous 3D map-based place recognition solution using virtual LiDAR and a polar grid height coding image descriptor	44
A novel method for robust marine habitat mapping using a kernelised aquatic vegetation index	44
Regional evaluation of satellite-based methods for identifying leaf unfolding date	44
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data	44
Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images	44
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau	43
A phenological-knowledge-independent method for automatic paddy rice mapping with time series of polarimetric SAR images	43
Cross-view SLAM solver: Global pose estimation of monocular ground-level video frames for 3D reconstruction using a reference 3D model from satellite images	43
Near-surface air temperature estimation for areas with sparse observations based on transfer learning	43
Learning deep semantic segmentation network under multiple weakly-supervised constraints for cross-domain remote sensing image semantic segmentation	43
GAMSNet: Globally aware road detection network with multi-scale residual learning	42
An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images	42
Historical mapping of rice fields in Japan using phenology and temporally aggregated Landsat images in Google Earth Engine	42
Generalized few-shot object detection in remote sensing images	42
Urban functional zone mapping by integrating high spatial resolution nighttime light and daytime multi-view imagery	41
Deep learning with multi-scale temporal hybrid structure for robust crop mapping	41
Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery	41
Detecting Marine pollutants and Sea Surface features with Deep learning in Sentinel-2 imagery	41
AiTARs-Net: A novel network for detecting arbitrary-oriented transverse aeolian ridges from Tianwen-1 HiRIC images	41

A hierarchical multiview registration framework of TLS point clouds based on loop constraint	41
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification	41
A practical method for angular normalization of global MODIS land surface temperature over vegetated surfaces	40
Self-calibration dense bundle adjustment of multi-view Worldview-3 basic images	40
Scales of oblique photographs updated	40
CIDM: A comprehensive inpainting diffusion model for missing weather radar data with knowledge guidance	40
Retraction notice to “Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing” [ISPRS J. Photogramm. Remote Sens. 193 (2022) 90-103]	40
Unmixing-based radiometric and spectral harmonization for consistency of multi-sensor reflectance time-series data	39
Multi-echo hyperspectral reflectance extraction method based on full waveform hyperspectral LiDAR	39
Structure-aware indoor scene reconstruction via two levels of abstraction	39
Editorial Board	39
Towards the empirical determination of correlations in terrestrial laser scanner range observations and the comparison of the correlation structure of different scanners	39
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area	39
Simplified object-based deep neural network for very high resolution remote sensing image classification	39
TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images	39
Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification	39
Unsupervised classification of polarimetric SAR images via SV	39
Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects	38
MLC-net: A sparse reconstruction network for TomoSAR imaging based on multi-label classification neural network	38
PKS: A photogrammetric key-frame selection method for visual-inertial systems built on ORB-SLAM3	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
Fusion of optical, radar and waveform LiDAR observations for land cover classification	38
Monitoring vegetation dynamics with open earth observation tools: the case of fire-modulated savanna to forest transitions in Central Africa	38
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas	38
An efficient urban flood mapping framework towards disaster response driven by weakly supervised semantic segmentation with decoupled training samples	38
Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter	38
Global Streetscapes — A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics	38
A novel soybean mapping index within the global optimal time window	38
Identifying active retrogressive thaw slumps from ArcticDEM	38
Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling	38
Look at the whole scene: General point cloud place recognition by classification proxy	37
SUM: A benchmark dataset of Semantic Urban Meshes	37
Bamboo classification based on GEDI, time-series Sentinel-2 images and whale-optimized, dual-channel DenseNet: A case study in Zhejiang province, China	37
Unsupervised domain adaptation for SAR target classification based on domain- and class-level alignment: From simulated to real data	37
A hybrid image segmentation method for building extraction from high-resolution RGB images	37
A multi-task learning method for extraction of newly constructed areas based on bi-temporal hyperspectral images	37
Estimation of building height using a single street view image via deep neural networks	37
Meta underwater camera: A smart protocol for underwater image enhancement	36
Hyperspectral vs. Multispectral data: Comparison of the spectral differentiation capabilities of Natura 2000 non-forest habitats	36
A satellite-field phenological bridging framework for characterizing community-level spring forest phenology using multi-scale satellite imagery	36
IMGTR: Image-triangle based multi-view 3D reconstruction for urban scenes	36
Joint learning of frequency and spatial domains for dense image prediction	36
Mitigation of tropospheric turbulent delays in InSAR time series by incorporating a stochastic process	36
Inferring 3D change detection from bitemporal optical images	36
Editorial Board	35
VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification	35
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	35
Editorial Board	35
Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆	35
An improved approach of dry snow density estimation using C-band synthetic aperture radar data	35
Editorial Board	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
SAMPolyBuild: Adapting the Segment Anything Model for polygonal building extraction	35
Global–local–global context-aware network for salient object detection in optical remote sensing images	34
Atmospheric correction of geostationary ocean color imager data over turbid coastal waters under high solar zenith angles	34
Taxonomy of seasonal and diurnal clear-sky climatology of surface urban heat island dynamics across global cities	34
PSSNet: Planarity-sensible Semantic Segmentation of large-scale urban meshes	34
FloorUSG: Indoor floorplan reconstruction by unifying 2D semantics and 3D geometry	34
Robust deep alignment network with remote sensing knowledge graph for zero-shot and generalized zero-shot remote sensing image scene classification	34
Automatic recognition of earth rock embankment leakage based on UAV passive infrared thermography and deep learning	34
A two-step mapping of irrigated corn with multi-temporal MODIS and Landsat analysis ready data	33
Built-up area mapping using Sentinel-1 SAR data	33
Characterising retrieval uncertainty of chlorophyll-a algorithms in oligotrophic and mesotrophic lakes and reservoirs	33
From center to surrounding: An interactive learning framework for hyperspectral image classification	33
Joint semantic–geometric learning for polygonal building segmentation from high-resolution remote sensing images	33
Word2Scene: Efficient remote sensing image scene generation with only one word via hybrid intelligence and low-rank representation	33
Detection of non-stand replacing disturbances (NSR) using Harmonized Landsat-Sentinel-2 time series	33
Vectorized indoor surface reconstruction from 3D point cloud with multistep 2D optimization	33
Cross-modal change detection using historical land use maps and current remote sensing images	33
Modeling hydrous mineral distribution on Mars with extremely sparse data: A multi-scale spatial association modeling framework	33
Nighttime light remote sensing for urban applications: Progress, challenges, and prospects	32
FCCDN: Feature constraint network for VHR image change detection	32
Change detection of urban objects using 3D point clouds: A review	32
Enhanced mangrove vegetation index based on hyperspectral images for mapping mangrove	32
Modeling the satellite instrument visibility range for detecting underwater targets	32
WHU-Urban3D: An urban scene LiDAR point cloud dataset for semantic instance segmentation	32
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	32
Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks	32
Effect of feature standardization on reducing the requirements of field samples for individual tree species classification using ALS data	31
Robust symmetric iterative closest point	31
Quick calibration of massive urban outdoor surveillance cameras	31
An attention-based multiscale transformer network for remote sensing image change detection	31
SignHRNet: Street-level traffic signs recognition with an attentive semi-anchoring guided high-resolution network	31
Enhancing deforestation monitoring in the Brazilian Amazon: A semi-automatic approach leveraging uncertainty estimation	31
Leveraging vocabulary tree for simultaneous match pair selection and guided feature matching of UAV images	31
Reconstructing NDVI time series in cloud-prone regions: A fusion-and-fit approach with deep learning residual constraint	31
Missing information reconstruction integrating isophote constraint and color-structure control for remote sensing data	31
Accurate spaceborne waveform simulation in heterogeneous forests using small-footprint airborne LiDAR point clouds	30
3LATNet: Attention based deep learning model for global Chlorophyll-a retrieval from GCOM-C satellite	30
Classification of urban road functional structure by integrating physical and behavioral features	30
Mapping crop types in complex farming areas using SAR imagery with dynamic time warping	30
Total-variation regularized U-Net for wildfire burned area mapping based on Sentinel-1 C-Band SAR backscattering data	30
Overcoming the uncertainty challenges in detecting building changes from remote sensing images	30
Revealing the spatial variation in biomass uptake rates of Brazil’s secondary forests	30