ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
Editorial Board	1119
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	476
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	316
UAV-based monocular 3D panoptic mapping for fruit shape completion in orchard	271
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	229
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	214
Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	213
A full resolution deep learning network for paddy rice mapping using Landsat data	208
PolyBuilding: Polygon transformer for building extraction	186
Global mapping of tidal wetlands and adjacent environments using tidal analysis and multi-source Earth observations	183
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	168
Advancements in satellite-based methane point source monitoring: A systematic review	161
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	160
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	157
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	150
LiDAR remote sensing meets weak supervision: Concepts, methods, and perspectives	149
DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	148
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	147
Editorial Board	130
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	129
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	118
Mapping melliferous tree species in Kenya via one-class classification with hyperspectral unsupervised domain adaptation	116
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	115
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	115
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	114

Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	112
URSimulator: Human-perception-driven prompt tuning for enhanced virtual urban renewal via diffusion models	110
BUD: Band-limited uncalibrated detector of environmental changes for InSAR monitoring framework	109
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	109
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	107
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	105
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	105
Remote sensing image classification using an ensemble framework without multiple classifiers	104
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	103
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	102
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	101
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	100
A continuous digital elevation representation model for DEM super-resolution	99
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	99
Global urban high-resolution scene classification via uncertainty-aware domain generalization	98
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	94
A feature selection method for multimodal multispectral LiDAR sensing	94
Editorial Board	93
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	89
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	88
Quantifying the impact of urban trees on land surface temperature in global cities	87
Aligning semantic distribution in fusing optical and SAR images for land use classification	87
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	87
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	86
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	85
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	83
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	83
SP-KAN: Sparse-sine perception Kolmogorov–Arnold networks for infrared small target detection	83
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	83
Research on adaptive ocean remote sensing target detection framework: An efficient solution based on the broad learning system	82
EnBoT-SORT: Hierarchical fusion-association tracking with pseudo-sample generation for dense thermal infrared UAVs	82
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	82
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	82
Prior knowledge-informed semantic segmentation framework for precise glacial lake mapping from multimodal imagery	81
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	81
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	79
Efficient structure from motion for UAV images via anchor-free parallel merging	78
Multimodal mathematical reasoning embedded in aerial vehicle imagery: Benchmarking, analysis, and exploration	78
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	77
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	76
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	75
Multimodal image matching: A scale-invariant algorithm and an open dataset	75
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	75
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	75
Land use classification over smallholding areas in the European Common Agricultural Policy framework	75
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	75
Spatial-spectral adaptive generalization driven high-precision BRDF modeling for extensible areas using UAV-Borne remote sensing	74
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	74
Editorial Board	74
How does missing-modality affect cross-domain remote sensing image classification: A synergistic inter-modal proxy fine-tuning solution	73

Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping	73
geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America	72
Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images	72
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies	71
Editorial Board	71
FO-Net: An advanced deep learning network for individual tree identification using UAV high-resolution images	71
Editorial Board	71
Three-dimensional reconstruction of shallow seabed topographic surface based on fusion of side-scan sonar and echo sounding data	70
Hierarchical alignment network for domain adaptive object detection in aerial images	69
Corrigendum to “Validating GEDI tree canopy cover product across forest types using co-registered aerial LiDAR data” [ISPRS J. Photogramm. Remote Sens. 207 (2024) 326–337]	69
ReCuSum: A polyvalent method to monitor tropical forest disturbances	69
Semantic BIM enrichment for firefighting assets: Fire-ART dataset and panoramic image-based 3D reconstruction	69
A unified probabilistic framework of robust and efficient color consistency correction for multiple images	68
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	67
Meta Feature Disentanglement under continuous-valued domain modeling for generalizable remote sensing image segmentation on unseen domains	67
Repairing geometric errors in 3D urban models with kinetic data structures	66
FineCrop: Mapping fine-grained crops using class-aware feature decoupling and parcel-aware class rebalancing with Sentinel-2 time series	66
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network	66
Automatic silo axis detection from RGB-D sensor data for content monitoring	66
Progressive fusion learning: A multimodal joint segmentation framework for building extraction from optical and SAR images	66
Landsat assessment of variable spectral recovery linked to post-fire forest structure in dry sub-boreal forests	65
Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes	65
GaussianCraft: Fine-grained 3D Gaussians for efficient large-scene surface reconstruction	65
Mapping China’s planted forests using high resolution imagery and massive amounts of crowdsourced samples	64
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020	63
Heterogeneous graph neural networks for building attribute prediction from hierarchical urban features and cross-view imagery	63
MMFF: Multiview and multi-level feature fusion method within limited sample conditions for SAR image target recognition	62
PSO-based fine polarimetric decomposition for ship scattering characterization	62
Learning transferable land cover semantics for open vocabulary interactions with remote sensing images	62
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data	62
Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	62
AMSCF-Net: An adaptive multi-scale cost fusion stereo network for high-quality disparity estimation	61
Enabling country-scale land cover mapping with meter-resolution satellite imagery	61
Enhancing LiDAR place recognition in challenging environments using Retrieval-Trigger-Reranking paradigm	60
Editorial Board	60
Colour-informed ecoregion analysis highlights a satellite capability gap for spatially and temporally consistent freshwater cyanobacteria monitoring	60
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection	59
Pose-graph optimization for efficient tie-point matching and 3D scene reconstruction from oblique UAV images	59
Rapid survey method for large-scale outdoor surveillance cameras using binary space partitioning	59
A novel airborne TomoSAR 3-D focusing method for accurate ice thickness and glacier volume estimation	59
A novel method for remote sensing phycocyanin leveraging optical classification and an integrated machine learning algorithm	59
Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame	58
On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery	58
Continuous monitoring and sub-annual change detection in high-latitude forests using Harmonized Landsat Sentinel-2 data	58
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	57
A revision of NASA SeaDAS atmospheric correction algorithm over turbid waters with artificial Neural Networks estimated remote-sensing reflectance in the near-infrared	57
A survey of publicly available multi-temporal point cloud datasets	57
Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents	57
AdaTreeFormer: Few shot domain adaptation for tree counting from a single high-resolution image	56
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation	56
Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment	56
Guidance disentanglement network for Optics-Guided thermal UAV image super-resolution	55
Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation	55
Synthetic learning for primitive-based building model reconstruction from point clouds	55
A novel framework for river organic carbon retrieval through satellite data and machine learning	55
BEDI: a comprehensive benchmark for evaluating embodied agents on UAVs	55
Instance recognition of street trees from urban point clouds using a three-stage neural network	54
GAT-LSTM: A feature point management network with graph attention for feature-based visual SLAM in dynamic environments	54
A Spatially Masked Adaptive Gated Network for multimodal post-flood water extent mapping using SAR and incomplete multispectral data	53
Task interleaving and orientation estimation for high-precision oriented object detection in aerial images	53
RoofX-Net: A tailored approach to accurate multi-type rooftop segmentation in remote sensing images using edge and scale awareness	53
Estimation of grain protein content in commercial bread and durum wheat fields via traits inverted by radiative transfer modelling from Sentinel-2 timeseries	53
Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation	53
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	52
Towards automated laser triangulation with stereo and planar constraints in refractive environments	52
Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley	52
Semi-supervised thin cloud removal with mutually beneficial guides	52
Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery	52
Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review	51
Mapping aboveground tree biomass and uncertainty using an upscaling approach: A case study of the larch forests in northeastern China using UAV laser scanning data	51
3D reconstruction and characterization of cotton bolls in situ based on UAV technology	51
EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement	51
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs	51
Style and content separation network for remote sensing image cross-scene generalization	50
Editorial Board	50
Context-enhanced motion coherence modeling for global outlier rejection	50
Mind the modality gap: Towards a remote sensing vision-language model via cross-modal alignment	50
A LiDAR-based single-shot global localization solution using a cross-section shape context descriptor	50
A novel method for robust marine habitat mapping using a kernelised aquatic vegetation index	49
A hierarchical multiview registration framework of TLS point clouds based on loop constraint	49

Multisensor approach to land use and land cover mapping in Brazilian Amazon	49
Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data	49
A geometric Cross-Propagation-Calibration method for SAR constellation based on the graph theory	48
Historical mapping of rice fields in Japan using phenology and temporally aggregated Landsat images in Google Earth Engine	48
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau	48
A phenological-knowledge-independent method for automatic paddy rice mapping with time series of polarimetric SAR images	48
Self-calibration of terrestrial laser scanner using a M3C2-based planar patch algorithm	48
A novel real-time matching and pose reconstruction method for low-overlap agricultural UAV images with repetitive textures	48
National mapping of wetland vegetation leaf area index in China using hybrid model with Sentinel-2 and Landsat-8 data	47
Contextual boundary-aware network for semantic segmentation of complex land transportation point cloud scenes	47
Combining optical and SAR satellite data to monitor coastline changes in the Black Sea	47
AiTARs-Net: A novel network for detecting arbitrary-oriented transverse aeolian ridges from Tianwen-1 HiRIC images	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	47
Near-surface air temperature estimation for areas with sparse observations based on transfer learning	47
BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics	46
Efficient feature matching for UAV images based on compact GPU data scheduling	46
Realistic virtual forests for understanding forest disturbances and recovery from space	46
An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images	46
Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images	45
Detecting Marine pollutants and Sea Surface features with Deep learning in Sentinel-2 imagery	45
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification	44
A practical method for angular normalization of global MODIS land surface temperature over vegetated surfaces	44
Deep learning with multi-scale temporal hybrid structure for robust crop mapping	44
Generalized few-shot object detection in remote sensing images	44
OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery	44
MOSAIC-Tracker: Mutual-enhanced Occlusion-aware Spatiotemporal Adaptive Identity Consistency network for aerial multi-object tracking	43
Editorial Board	43
Satellite-observed first large-scale Sargassum bloom in the northern South China Sea	43
TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images	43
AdaptVFMs-RSCD: Advancing Remote Sensing Change Detection from binary to semantic with SAM and CLIP	43
Multi-echo hyperspectral reflectance extraction method based on full waveform hyperspectral LiDAR	43
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area	43
Identifying active retrogressive thaw slumps from ArcticDEM	42
A hybrid image segmentation method for building extraction from high-resolution RGB images	42
Scales of oblique photographs updated	42
LVIMOT: Accurate and robust LiDAR-visual-inertial localization and multi-object tracking in dynamic environments via tightly coupled integration	42
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction	41
Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter	41
Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling	41
Beyond the surface: machine learning uncovers ENSO’s hidden and contrasting impacts on phytoplankton vertical structure	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
TUM2TWIN: Introducing the large-scale multimodal urban digital twin benchmark dataset	41
Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification	41
Unmixing-based radiometric and spectral harmonization for consistency of multi-sensor reflectance time-series data	41
MLC-net: A sparse reconstruction network for TomoSAR imaging based on multi-label classification neural network	41
CIDM: A comprehensive inpainting diffusion model for missing weather radar data with knowledge guidance	40
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
A novel soybean mapping index within the global optimal time window	40
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas	40
Remote sensing image dehazing: A systematic review of progress, challenges, and prospects	40
Estimation of building height using a single street view image via deep neural networks	40
Tidal flat topography mapping with Sentinel time series using cross-modal sample transfer and deep learning	40
Unsupervised domain adaptation for SAR target classification based on domain- and class-level alignment: From simulated to real data	39
Corrigendum to “SmartQSM: a novel quantitative structure model using sparse-convolution-based point cloud contraction for reconstruction and analysis of individual tree architecture” [ISPRS J. Photogr	39
Fusion of optical, radar and waveform LiDAR observations for land cover classification	39
Predictability of Earth’s greenness	39
DPF-Net: Physical imaging model embedded data-driven underwater image enhancement	39
Monitoring vegetation dynamics with open earth observation tools: the case of fire-modulated savanna to forest transitions in Central Africa	39
Unsupervised classification of polarimetric SAR images via SV	38
Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆	38
An efficient urban flood mapping framework towards disaster response driven by weakly supervised semantic segmentation with decoupled training samples	38
Bias-aware learning for unbiased scene graph generation in remote sensing imagery	38
PKS: A photogrammetric key-frame selection method for visual-inertial systems built on ORB-SLAM3	38
Global Streetscapes — A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics	38
Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects	38
Editorial Board	37
Improved multi-source remote sensing object detection network by geometry consistency constraint and Gaussian distribution alignment	37
Joint semantic–geometric learning for polygonal building segmentation from high-resolution remote sensing images	37
FloorUSG: Indoor floorplan reconstruction by unifying 2D semantics and 3D geometry	37
Editorial Board	37
SGCA: A Scribble-Guided Cross-Attention framework for multimodal remote sensing change detection	37
Pointwise deep learning for leaf-wood segmentation of tropical tree point clouds from terrestrial laser scanning	37
Editorial Board	37
UC–Change: a classification-based time series change detection technique for improved forest disturbance mapping using multi-sensor imagery	37
A geographically weighted XGBoost framework for Pixel-Level modeling of vegetation responses using Multi-Source Earth Observation data	37
Inferring 3D change detection from bitemporal optical images	36
Cross-modal change detection using historical land use maps and current remote sensing images	36
Taxonomy of seasonal and diurnal clear-sky climatology of surface urban heat island dynamics across global cities	36
A multi-task learning method for extraction of newly constructed areas based on bi-temporal hyperspectral images	36
PSSNet: Planarity-sensible Semantic Segmentation of large-scale urban meshes	36
A satellite-field phenological bridging framework for characterizing community-level spring forest phenology using multi-scale satellite imagery	35
Automatic recognition of earth rock embankment leakage based on UAV passive infrared thermography and deep learning	35
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	35
Atmospheric correction of geostationary ocean color imager data over turbid coastal waters under high solar zenith angles	35
L2M-Reg: Building-level uncertainty-aware registration of outdoor LiDAR point clouds and semantic 3D city models	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
Joint learning of frequency and spatial domains for dense image prediction	35
Modeling hydrous mineral distribution on Mars with extremely sparse data: A multi-scale spatial association modeling framework	35
A speckle noise filtering method based on quantum–classical feature fusion neural networks with Monte Carlo Tree Search	35
SinkSAM-Net: Knowledge-driven self-supervised sinkhole segmentation using topographic priors and Segment Anything Model	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
Modeling the satellite instrument visibility range for detecting underwater targets	34
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	34