ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	800
Editorial Board	369
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	321
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	277
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	233
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	209
An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory	207
Tightly-coupled camera/LiDAR integration for point cloud generation from GNSS/INS-assisted UAV mapping systems	199
A survey on vision-based outdoor smoke detection techniques for environmental safety	196
A full resolution deep learning network for paddy rice mapping using Landsat data	191
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	177
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	157
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	152
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	149
Editorial Board	148
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	146
Remote sensing image classification using an ensemble framework without multiple classifiers	133
Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	132
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	132
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	130
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	130
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	130
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	117
Advancements in satellite-based methane point source monitoring: A systematic review	112
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	111

Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	110
Meta captioning: A meta learning based remote sensing image captioning framework	102
DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	99
URSimulator: Human-perception-driven prompt tuning for enhanced virtual urban renewal via diffusion models	99
Feature matching for multi-epoch historical aerial images	96
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	94
PolyBuilding: Polygon transformer for building extraction	93
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	92
Digital taxonomist: Identifying plant species in community scientists’ photographs	92
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	88
Influence of solar incidence angle on single-image photoclinometry for precision lunar topographic mapping	86
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	85
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	85
Gapless-REMA100: A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs	83
Editorial Board	82
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	82
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	82
Land use classification over smallholding areas in the European Common Agricultural Policy framework	81
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	79
Efficient structure from motion for UAV images via anchor-free parallel merging	79
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	79
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	79
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	78
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	76
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	76
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	74
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	73
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	73
Aligning semantic distribution in fusing optical and SAR images for land use classification	71
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	70
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	70
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	69
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	68
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	67
Progressive split-merge super resolution for hyperspectral imagery with group attention and gradient guidance	67
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	67
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	67
A feature selection method for multimodal multispectral LiDAR sensing	65
Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model	65
Multimodal image matching: A scale-invariant algorithm and an open dataset	65
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	64
Hourly mapping of surface air temperature by blending geostationary datasets from the two-satellite system of GOES-R series	64
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	64
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	63
Quantifying the impact of urban trees on land surface temperature in global cities	63
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	63
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]	62
A continuous digital elevation representation model for DEM super-resolution	62
MMFF: Multi-manifold feature fusion based neural networks for target recognition in complex-valued SAR imagery	62
Repairing geometric errors in 3D urban models with kinetic data structures	62

MMFF: Multiview and multi-level feature fusion method within limited sample conditions for SAR image target recognition	62
Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	62
Editorial Board	60
Automatic silo axis detection from RGB-D sensor data for content monitoring	60
Editorial Board	60
AMSCF-Net: An adaptive multi-scale cost fusion stereo network for high-quality disparity estimation	60
FO-Net: An advanced deep learning network for individual tree identification using UAV high-resolution images	59
FineCrop: Mapping fine-grained crops using class-aware feature decoupling and parcel-aware class rebalancing with Sentinel-2 time series	59
An enhanced relation-aware global-local attention network for escaping human detection in indoor smoke scenarios	59
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data	59
Editorial Board	59
Editorial Board	59
Progressive fusion learning: A multimodal joint segmentation framework for building extraction from optical and SAR images	58
Three-dimensional reconstruction of shallow seabed topographic surface based on fusion of side-scan sonar and echo sounding data	58
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies	58
Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images	57
Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping	57
Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes	57
ReCuSum: A polyvalent method to monitor tropical forest disturbances	56
Spatial-spectral adaptive generalization driven high-precision BRDF modeling for extensible areas using UAV-Borne remote sensing	56
A unified probabilistic framework of robust and efficient color consistency correction for multiple images	56
geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America	54
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020	54
Infrared dim target detection via mode-k1k2 extension tensor tubal rank under complex ocean environment	54
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	54
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network	53
Enabling country-scale land cover mapping with meter-resolution satellite imagery	53
Learning transferable land cover semantics for open vocabulary interactions with remote sensing images	53
Editorial Board	52
Guidance disentanglement network for Optics-Guided thermal UAV image super-resolution	52
Mapping China’s planted forests using high resolution imagery and massive amounts of crowdsourced samples	52
Enhancing LiDAR place recognition in challenging environments using Retrieval-Trigger-Reranking paradigm	52
Colour-informed ecoregion analysis highlights a satellite capability gap for spatially and temporally consistent freshwater cyanobacteria monitoring	52
PSO-based fine polarimetric decomposition for ship scattering characterization	52
Landsat assessment of variable spectral recovery linked to post-fire forest structure in dry sub-boreal forests	52
Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents	52
Hierarchical alignment network for domain adaptive object detection in aerial images	52
3D reconstruction and characterization of cotton bolls in situ based on UAV technology	51
Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery	51
A novel airborne TomoSAR 3-D focusing method for accurate ice thickness and glacier volume estimation	51
Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment	50
Instance recognition of street trees from urban point clouds using a three-stage neural network	50
Continuous monitoring and sub-annual change detection in high-latitude forests using Harmonized Landsat Sentinel-2 data	50
ResDepth: A deep residual prior for 3D reconstruction from high-resolution satellite images	50
Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation	50
GAT-LSTM: A feature point management network with graph attention for feature-based visual SLAM in dynamic environments	49
Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley	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	49
A revision of NASA SeaDAS atmospheric correction algorithm over turbid waters with artificial Neural Networks estimated remote-sensing reflectance in the near-infrared	49
On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery	49
A novel framework for river organic carbon retrieval through satellite data and machine learning	49
AdaTreeFormer: Few shot domain adaptation for tree counting from a single high-resolution image	49
Rapid survey method for large-scale outdoor surveillance cameras using binary space partitioning	48
Pose-graph optimization for efficient tie-point matching and 3D scene reconstruction from oblique UAV images	48
Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation	48
EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement	47
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation	47
Mind the modality gap: Towards a remote sensing vision-language model via cross-modal alignment	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
Task interleaving and orientation estimation for high-precision oriented object detection in aerial images	47
Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame	47
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection	47
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	47
Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review	47
Semi-supervised thin cloud removal with mutually beneficial guides	47
Balance learning for ship detection from synthetic aperture radar remote sensing imagery	46
Combining optical and SAR satellite data to monitor coastline changes in the Black Sea	46
Editorial Board	46
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs	46
A phenological-knowledge-independent method for automatic paddy rice mapping with time series of polarimetric SAR images	46
Deep learning with multi-scale temporal hybrid structure for robust crop mapping	45
A novel real-time matching and pose reconstruction method for low-overlap agricultural UAV images with repetitive textures	45
A heterogeneous 3D map-based place recognition solution using virtual LiDAR and a polar grid height coding image descriptor	45
A hierarchical multiview registration framework of TLS point clouds based on loop constraint	45
Style and content separation network for remote sensing image cross-scene generalization	44
Generalized few-shot object detection in remote sensing images	44
Multisensor approach to land use and land cover mapping in Brazilian Amazon	44
Context-enhanced motion coherence modeling for global outlier rejection	44
Near-surface air temperature estimation for areas with sparse observations based on transfer learning	43
Self-calibration of terrestrial laser scanner using a M3C2-based planar patch algorithm	43

BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics	43
Realistic virtual forests for understanding forest disturbances and recovery from space	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
A novel method for robust marine habitat mapping using a kernelised aquatic vegetation index	43
AiTARs-Net: A novel network for detecting arbitrary-oriented transverse aeolian ridges from Tianwen-1 HiRIC images	42
Detecting Marine pollutants and Sea Surface features with Deep learning in Sentinel-2 imagery	42
Historical mapping of rice fields in Japan using phenology and temporally aggregated Landsat images in Google Earth Engine	42
Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data	42
A practical method for angular normalization of global MODIS land surface temperature over vegetated surfaces	42
An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images	42
A LiDAR-based single-shot global localization solution using a cross-section shape context descriptor	42
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification	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
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area	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
Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification	41
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau	41
Unmixing-based radiometric and spectral harmonization for consistency of multi-sensor reflectance time-series data	41
CIDM: A comprehensive inpainting diffusion model for missing weather radar data with knowledge guidance	41
CropSight: Towards a large-scale operational framework for object-based crop type ground truth retrieval using street view and PlanetScope satellite imagery	40
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	40
Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling	40
Scales of oblique photographs updated	40
A hybrid image segmentation method for building extraction from high-resolution RGB images	40
Editorial Board	40
Towards the empirical determination of correlations in terrestrial laser scanner range observations and the comparison of the correlation structure of different scanners	40
DPF-Net: Physical imaging model embedded data-driven underwater image enhancement	40
Fusion of optical, radar and waveform LiDAR observations for land cover classification	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
TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images	40
Global Streetscapes — A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics	40
Unsupervised classification of polarimetric SAR images via SV	40
Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter	39
An efficient urban flood mapping framework towards disaster response driven by weakly supervised semantic segmentation with decoupled training samples	39
Monitoring vegetation dynamics with open earth observation tools: the case of fire-modulated savanna to forest transitions in Central Africa	39
PKS: A photogrammetric key-frame selection method for visual-inertial systems built on ORB-SLAM3	39
Identifying active retrogressive thaw slumps from ArcticDEM	39
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas	38
MLC-net: A sparse reconstruction network for TomoSAR imaging based on multi-label classification neural network	38
Simplified object-based deep neural network for very high resolution remote sensing image classification	38
Estimation of building height using a single street view image via deep neural networks	37
Unsupervised domain adaptation for SAR target classification based on domain- and class-level alignment: From simulated to real data	37
Editorial Board	37
A novel soybean mapping index within the global optimal time window	37
Editorial Board	37
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction	37
Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects	37
Editorial Board	37
An improved approach of dry snow density estimation using C-band synthetic aperture radar data	36
FloorUSG: Indoor floorplan reconstruction by unifying 2D semantics and 3D geometry	36
Pointwise deep learning for leaf-wood segmentation of tropical tree point clouds from terrestrial laser scanning	36
Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks	36
Modeling hydrous mineral distribution on Mars with extremely sparse data: A multi-scale spatial association modeling framework	36
Word2Scene: Efficient remote sensing image scene generation with only one word via hybrid intelligence and low-rank representation	36
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	36
A cross-spatiotemporal weakly supervised framework for land cover classification: Generating temporally and spatially consistent land cover maps	36
Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆	35
Modeling the satellite instrument visibility range for detecting underwater targets	35
Look at the whole scene: General point cloud place recognition by classification proxy	35
Detection of non-stand replacing disturbances (NSR) using Harmonized Landsat-Sentinel-2 time series	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
Adaptive water body detection: Integrating deep learning, normalised difference water index, and vector data for farm dam water monitoring with OmniWaterMask	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
Building LOD representation for 3D urban scenes	35
Mitigation of tropospheric turbulent delays in InSAR time series by incorporating a stochastic process	35
UC–Change: a classification-based time series change detection technique for improved forest disturbance mapping using multi-sensor imagery	34
Atmospheric correction of geostationary ocean color imager data over turbid coastal waters under high solar zenith angles	34
Improved multi-source remote sensing object detection network by geometry consistency constraint and Gaussian distribution alignment	34
Taxonomy of seasonal and diurnal clear-sky climatology of surface urban heat island dynamics across global cities	34
Built-up area mapping using Sentinel-1 SAR data	34
PSSNet: Planarity-sensible Semantic Segmentation of large-scale urban meshes	33
Joint learning of frequency and spatial domains for dense image prediction	33
Enhanced mangrove vegetation index based on hyperspectral images for mapping mangrove	33
Hyperspectral vs. Multispectral data: Comparison of the spectral differentiation capabilities of Natura 2000 non-forest habitats	33
Automatic recognition of earth rock embankment leakage based on UAV passive infrared thermography and deep learning	33
From center to surrounding: An interactive learning framework for hyperspectral image classification	33
Meta underwater camera: A smart protocol for underwater image enhancement	33
Inferring 3D change detection from bitemporal optical images	33
FCCDN: Feature constraint network for VHR image change detection	33
SAMPolyBuild: Adapting the Segment Anything Model for polygonal building extraction	33
An attention-based multiscale transformer network for remote sensing image change detection	33
SinkSAM-Net: Knowledge-driven self-supervised sinkhole segmentation using topographic priors and Segment Anything Model	33
Cross-modal change detection using historical land use maps and current remote sensing images	33
IMGTR: Image-triangle based multi-view 3D reconstruction for urban scenes	33
A satellite-field phenological bridging framework for characterizing community-level spring forest phenology using multi-scale satellite imagery	33
Joint semantic–geometric learning for polygonal building segmentation from high-resolution remote sensing images	33
Characterising retrieval uncertainty of chlorophyll-a algorithms in oligotrophic and mesotrophic lakes and reservoirs	33
VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification	32
A multi-task learning method for extraction of newly constructed areas based on bi-temporal hyperspectral images	32
Global–local–global context-aware network for salient object detection in optical remote sensing images	32
Change detection of urban objects using 3D point clouds: A review	32
Nighttime light remote sensing for urban applications: Progress, challenges, and prospects	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