Geo-Spatial Information Science

Article	Citations
Generalized atmospheric refraction correction for optical remote sensing satellite based on rational function model	162
Characterizing the channel dependence of vegetation effects on microwave emissions from soils	66
Generating high spatio-temporal fractional vegetation cover reference product for the Wanglang mountain area via space-air-ground integration approach	62
A curve-based radiometric calibration method for wavelength of interest hyperspectral imaging: a case study of QMX-1/CCTF-HI	61
Integrating a multi-dimensional deep convolutional neural network with optimized sample selection for landslide susceptibility assessment	52
GNSS observation simulator with denoising diffusion probabilistic model based generating network in urban occlusion environment	46
A robust and accurate feature matching method for multi-modal geographic images spatial registration	44
Assessment and correction of sea state bias for ICESat-2 altimetry in coastal areas	43
Global vegetation productivity increased in response to COVID-19 restrictions	43
Enhancing outlying growth simulation in urban cellular automata via intelligent extraction-fusion of land suitability and neighborhood effects: a case study of Wuhan, China	42
Integrating street view imagery and taxi trajectory for identifying urban function of street space	39
Quantifying urban vegetation carbon storage using seamless and dense time-series remote sensing data	39
Frozen soil thermal conductivity prediction and its spatial distribution characteristics along Qinghai-Tibet Engineering Corridor (QTEC) – a geospatial machine learning framework	38
Impacts of vegetation greening and climate change on trend and interannual variability in vegetation productivity in the Wuyi Mountain region	34
A novel framework and benchmark dataset for fine-grained urban building change detection in ultra-high-resolution UAV imagery	34
The impact of drought time scales and characteristics on gross primary productivity in China from 2001 to 2020	32
Challenges and implications of predicting the spatiotemporal distribution of dengue fever outbreak in Chinese Taiwan using remote sensing data and deep learning	32
Data-driven machine learning approaches for precise lithofacies identification in complex geological environments	31
Unsettled urbanization: spatiality of urban growth in Dodoma, Tanzania	30
Sensing the global CRUST1.0 Moho by gravitational curvatures of crustal mass anomalies	30
SIGLNet: a semantic information-guided lightweight stereo matching network for satellite imagery	30
Integrating optical and InSAR data for machine learning-based rock glacier activity classification: Model evaluation across mountain regions	29
Crowdsourcing geographic information for terrorism-related disaster awareness and mitigation: perspectives and challenges	29
Automated extraction and remaining storage capacity estimation of check dams using the FLD-CGN method	28
BD-VITGAN: a blind dense VITGAN for satellite remote sensing images super-resolution reconstruction	28

Correction	28
3D spatial evolutionary particle swarm algorithm based emergency communication spatial deployment optimization	27
Identifying driving factors influencing summer air temperature and developing a high-resolution temperature map using regression Kriging in Seoul	26
Toward comprehensive traffic scene understanding: a benchmark and detector for traffic object detection in smart city surveillance	26
The ATL08 as a height reference for the global digital elevation models	25
Influence of ground control point reliability and distribution on UAV photogrammetric 3D mapping accuracy	25
Using social media for environmental insight: a multi-model deep learning framework approach	25
Advanced satellite-based model for precise measurement of point source CO 2 emission	25
Quantitatively exploring the influence of geographical conditions on ecological quality using a novel remote sensing model: a comparison between two geographical disparity regions in China	25
How do humans navigate in the virtual lunar environment?	25
Accurate GRACE terrestrial water storage estimations via a new fusion method	25
Evaluating the geolocation accuracy of FY-3D MERSI-II satellite image in Antarctica based on Landsat 8-OLI reference imagery	24
Corporate mapping in OpenStreetMap – shifting trends in global evolution and small-scale effects	24
A U-Net network-based downward continuation method for airborne gravity	24
Building primary structure reconstruction combining structure line-aware Markov random field refinement and watertight primitive assembly from 3D point cloud	24
Domain adaptation hyperspectral image fusion based on spatial-spectral domain separation	24
Refining the understanding of spatial heterogeneity in closed-circuit television camera effectiveness: a new evaluation strategy	23
Mapping ground deformation in the northern Yangtze River estuary using improved MT-InSAR based on ICA and non-stationary analysis	22
Integrating drone multispectral and LiDAR data with machine learning: toward species-level biomass estimation in heterogeneous salt marsh vegetation	22
Forest terrain and canopy height estimation using stereo images and spaceborne LiDAR data from GF-7 satellite	21
Risk assessment of typical criminal events in urban street view images based on large language model and deep learning method	21
Strike-slip pattern of the Maidan fault along the southern margin of the Central Tianshan revealed by InSAR and GNSS observations	21
NDVI time-series data reconstruction for spatial-temporal dynamic monitoring of Arctic vegetation structure	20
LGFaware-meshing: online mesh reconstruction from LiDAR point cloud with awareness of local geometric features	20
Improving altitudinal accuracy of Sentinel-1 InSAR DEM in arid flat terrain: a machine learning approach with UAV photogrammetry and multi-source data	20
Assessing urban renewal opportunities by combining 3D building information and geographic big data	20
Deep transfer learning-based estimation of crop fractional vegetation cover at high spatiotemporal resolution using moderate-resolution satellite products	20
Defining critical water stress thresholds for adaptive management of alpine grassland phenology on the Qinghai-Tibetan Plateau	20
Large-scale automatic block adjustment from satellite to indoor photogrammetry	20
FIF-Net: feature interaction and fusion network for multiclass object change detection	20
Optimized formulas of the gravitational field of a vertical cylindrical prism	20
Improving GNSS precise point positioning with tropospheric constraints from data-driven numerical weather prediction model	19
ST-GWLR: combining geographically weighted logistic regression and spatiotemporal hotspot trend analysis to explore the effect of built environment on traffic crash	18
Deep learning models for spatial relation extraction in text	18
Unsupervised dual-masked graph autoencoder feature learning based on hyperspectral image classification	18
Spatiotemporal dynamics of ecological environment quality in arid and sandy regions with a particular remote sensing ecological index: a study of the Beijing-Tianjin Sand source region	18
Assessing accuracy improvement of integrating digital footprints into gridded population mapping: spatiotemporal variations and data bias	18
Bi-temporal Gaussian feature dependency guided change detection in remote sensing images	18
TSC-Net: a roadside tree structure parameter computation network using street-view images	18
T-UNet: triplet UNet for change detection in high-resolution remote sensing images	17
A novel index for scenario-based geospatial assessment of land use conflicts in flood detention areas	17
Multi-HSA detection of long-period sea-level variability: application to the quasi-60-yr geodynamic oscillation	17
On the symmetric transformation with geometric constraints	17
Identification and quantification of minerals within Apollo samples using LWIR spectroscopy	17
Alpine treeline greening outpaces lower elevations under warming climate across the Changbai Mountains: evidence from near-daily seamless data cubes at 30 m resolution	16
Artificial intelligence for sustainable development of smart cities and urban land-use management	16
Beyond extraction accuracy: addressing the quality of geographical named entity through advanced recognition and correction models using a modified BERT framework	16
Terrestrial laser scanning observation network planning for large-scale building façades integrating local and global optimization methods	16
Performance comparison of machine learning algorithms for land cover classification	16
Spatially uneven mitigation effects of digital financial inclusion on carbon emissions in China	16

A quality enhancement method for vehicle trajectory data using onboard images	16
Gold prospectivity mapping using binary encoding classification and multi-source data fusion: a case study from Edrengin Nurruu orogenic belt, south Mongolia	16
MSFDN: multi-scale spatial-spectral-frequency joint denoising network for hyperspectral images	15
Near real-time LOD prediction using ConvLSTM model through integrating IGS rapid LOD and effective angular momentum	15
A classification framework with multi-level fusion of object-based analysis and convolutional neural network: a case study for land use classification in mining areas	15
Spatiotemporal patterns of annual clear-cutting distribution in tropical and subtropical regions of China with time series Landsat and CCDC	15
A curvature-driven cloud removal method for remote sensing images	15
Globally consistent dense 3D reconstruction with loop closure under fast camera motion	15
A spatiotemporal analysis of the impact of lockdown and coronavirus on London’s bicycle hire scheme: from response to recovery to a new normal	15
Defensive performance evaluation methods of BDS-3 space segment oriented toward satellite navigation countermeasures	14
Enhancing downwelling diffuse attenuation coefficient retrieval at 490 nm through a Neural network and water classification system	14
High resolution global forest burned area changes monitoring using landsat 7/8 images	14
MSRFormer: road network representation learning using multi-scale feature fusion of heterogeneous spatial interactions	14
AdaFI-FCN: an adaptive feature integration fully convolutional network for predicting driver’s visual attention	14
Single target tracking in high-resolution satellite videos: a comprehensive review	14
Improving individual tree crown volume estimation using high-accuracy boundary fitting based on stratified polar coordinate conversion with airborne laser scanning data	14
Self-supervised rotation-invariant descriptors for heterogeneous remote sensing image matching	14
The Evolution of urban agglomerations in China and how it deviates from Zipf’s law	14
The differences, advantages, and disadvantages of various image compositing methods on the Google Earth Engine platform: an exploration	14
Mid-Term achievements in the Dragon 5 Cooperation between MOST and ESA	13
Spatial diffusion processes of Gelugpa monasteries of Tibetan Buddhism in Tibetan areas of China utilizing the multi-level diffusion model	13
Identification of international trade patterns of agricultural products: the evolution of communities and their core countries	13
Entity-oriented spatial coding scheme and its application for spatial topology	13
Forest canopy height mapping considering the seasonal rhythm of different dominant tree species	13
Human mobility and the infectious disease transmission: a systematic review	13
S2TDM: Spatial-spectral transformer-based diffusion model for hyperspectral image denoising	13
Use of GIS technology and cellular automata for modeling multiple socio-economic scenarios of regional spatial development and inter-regional cooperation	13
ForestSemantic: a dataset for semantic learning of forest from close-range sensing	12
Monitoring multiyear cropping patterns in the arid regions of northwestern China from 2005 to 2022 using Landsat time-series data	12
Spatial-temporal analysis of the international trade network	12
Low frequency error analysis and calibration for multiple star sensors system of GaoFen7 satellite	12
Estimating pedestrian traffic with Bluetooth sensor technology	12
Investigating the effect of spatial patterns of artificial impervious surface on PM 2.5 at the intra-urban scale	12
A spatiotemporal chebyshev graph attention network model for sea surface salinity prediction	12
Spatiotemporal patterns of human mobility during the COVID-19 pandemic in China	12
A novel trajectory segmentation and compression approach for moving objects based on arc and polyline integration	12
An in situ hyperspectral dataset for typical aquatic vegetation	12
Mixed-use urban land parcels identification integrating geospatial data and machine learning	12
Tortho-Gaussian: splatting true digital orthophoto maps	12
A concept of levels of detail for modeling Buddhist statues in 3D	12
A novel Short-time Fourier transform-based algorithm for detection of wandering in the patients with Alzheimer’s disease	11
Identifying vehicle types from trajectory data based on spatial-semantic information	11
Forest age estimation using UAV-LiDAR and Sentinel-2 data with machine learning algorithms- a case study of Masson pine ( Pinus massoniana )	11
Visual effects of a forward-curled 3D map of the Forbidden City with eye-tracking	11
Automated noise modelling using a triangulated terrain model	11
Evaluating the accuracy of ground elevation estimates from GEDI satellite LiDAR in forested terrain	11
Frequent geohazards exacerbate the decline of vegetation area and growth status	11
Urban comprehensive carrying capacity analysis in Zhejiang Province of China from the perspective of production, living, and ecological spaces	11
Correction	11
Spectral analysis of the tropospheric wet refractivity field with ERA5: a case study in Tahiti	11
The great calving in 2017 did not have a significant impact on the Larsen C Ice Shelf in the short term	11
Analysing the use of OpenAerialMap images for OpenStreetMap edits	11
Glacier melt detection at different sites of Greenland ice sheet using dual-polarized Sentinel-1 images	11
Multi-sensor InSAR time series fusion for long-term land subsidence monitoring	11
Design and performance evaluation of a novel ranging signal based on an LEO satellite communication constellation	11
Advancing smart disaster response by leveraging social sensing and mobile technology	11
Stronger compact representations of object trajectories	10
Automated remote sensing monitoring of cropland non-agricultural and non-grain conversion at parcel scale in complex environments through multi-source data fusion	10
Potentiality of Landsat-9 for early-season mapping of winter garlic and winter wheat	10
Research on RBF-PID hybrid drive control models for drone pesticide applications in tropical orchards	10
3D asset management graph analytics for proactive maintenance: a spatio-temporal graph modeling approach	10
Advancing in Pinus pinea L. cone yield assessment in Chile using UAV innovations	10
Gap filling for satellite-derived products of lake aquatic environment using historical big data	10
MS-POFT: multiscale phase-orientation guided feature transform for multi-modal image matching	10
Adaptive weighted multi-view subspace clustering method for recognizing urban functions from multi-source social sensing data	10
Reprocessing of three-decade GNSS observations: millimeter-level nonlinear terrestrial reference frame, global velocity field and plate motion model refinement	10
Global cotton yield trends and the driving factors: insights from a spatiotemporal analysis	10
Timber cruising data-driven forest biomass estimation model for airborne LiDAR point cloud	10
Unraveling environmental influences on the spatial and temporal dynamics of cyanobacterial blooms in Lake Erhai during its early stage of eutrophication	10
A comprehensive framework for large-scale all-weather land surface temperature generation by fusing satellite and simulated data	9
Mapping local-scale working population and daytime population densities using points-of-interest and nighttime light satellite imageries	9
An unstructured roadless environment navigation map construction method based on remote sensing	9
Radiometric landscape: a new conceptual framework and operational approach for landscape characterisation and mapping	9
Unveiling intra-urban complexity and identifying urban cores through the lens of living structure using point-of-interest data	9
Digital twin-based evaluation of tactical interventions for high-density pedestrian environments	9
Friedrich Ackermann’s scientific research program	9
Analysis of the temporal and spatial characteristics of lunar reconnaissance orbiter’s orbit error based on multi-coverage narrow angle camera images	9
A novel fuzzy inference method for urban incomplete road weight assignment	9
Satellite-based assessment reveals hydrological and ecological transformations from China’s South-to-North Water Diversion Project	9
Impacts of Period Offset and Period Variation on modeling seasonal signals in GNSS coordinate time series from both theoretical and practical perspectives	9

Market analysis of the relationship between Brazilian Federal Government and the geospatial industry	9
The convergence mechanism of Low Earth Orbit enhanced GNSS (LeGNSS) Precise Point Positioning (PPP)	9
ATN-Hybrid: a hybrid attention network with deterministic-probabilistic mechanism for hyperspectral image classification	9
A novel estimation of scientific and technological innovation index using multi-modal data	9
Bringing machine learning to archaeology for parametric modeling in BIM	9
Monitoring vegetation restoration on potentially contaminated mining land using a novel multi-source data fusion method	9
An evaluation of DUSt3R/MASt3R/VGGT 3D reconstruction on photogrammetric aerial blocks	9
A novel stop-and-go kinematic positioning method for PPP–RTK	9
Ecological network optimization and its correlation with net primary productivity in the Thal Desert: a 20-year analysis	8
Revealing multi-scale spatial synergy of mega-city region from a human mobility perspective	8
Presence and detection methods of pseudo-periods in GNSS coordinate time series	8
Multipath tracking with LTE signals for accurate TOA estimation in the application of indoor positioning	8
Understanding coupled coordination relationships between social and ecological functions of urban green spaces	8
Multi-level domain perturbation for source-free object detection in remote sensing images	8
Volunteered geographic information use in crisis, emergency and disaster management: a scoping review and a web atlas	8
Land cover simulation and analysis for the Greater Bay Area of China in the context of the 2035 development plan	8
BIM/IFC-based 3D spatial model for condominium ownership: A case study of China	8
Using machine learning and satellite data from multiple sources to analyze mining, water management, and preservation of cultural heritage	8
Calibrating an airborne linear-array multi-camera system on the master focal plane with existing bundled images	8
EDR-Fra: an enhanced defect recognition framework for sewer floating capsule robots	8
An approach for traffic pattern recognition integration of ship AIS data and port geospatial features	8
MSF-LCC: multi-scale spatial-frequency feature learning framework for land cover classification from cross-domain datasets	8
Correction	8
Mapping fractional vegetation cover in heterogeneous-vegetated regions using SAR images and DBO-optimized ensemble learning algorithms	8
China’s larch stock volume estimation using Sentinel-2 and LiDAR data	8
Convex–concave feature-based fragmentation calculation for blast muck piles in open-pit copper mines from 3D laser point cloud data	8
A survey on underwater coral image segmentation based on deep learning	8
Mapping forest carbon density and net primary productivity using a stacking-SHAP model toward management zoning	8
Constructing intertidal topography for sandy beaches by combining Sentinel-2 imagery and water level data	8
GLSD: a global large-scale ship database with baseline evaluations	8
A downscaling and fusion framework for fine-resolution gross primary productivity estimation	7
Assessing the effect of ensemble learning algorithms and validation approach on estimating forest aboveground biomass: a case study of natural secondary forest in Northeast China	7
High-spatial-resolution surface soil moisture retrieval using the Deep Forest model in the cloud environment over the Tibetan Plateau	7
Enhanced semantic-positional feature fusion network via diverse pre-trained encoders for remote sensing image water-body segmentation	7
A hybrid spatial-temporal data model for indoor dynamic path planning in a 2D/2.5D environment	7
Model-based comparisons of near-coincident TerraSAR-X and COSMO-SkyMed VV-polarized SAR measurements over sea surface with and without oil slicks	7
Current and potential use of augmented reality in (geographic) citizen science projects: A survey	7
A review of multi-class change detection for satellite remote sensing imagery	7
Improvement associated with mesh geometry for the decomposition of InSAR results	7
Democratizing photogrammetry: an accuracy perspective	7
Image-based machine learning and cluster analysis for urban road network: employing Orange for codeless visual programming	7
Mapping 30-m cotton areas based on an automatic sample selection and machine learning method using Landsat and MODIS images	7
Knowledge-driven semantic converting method of multimodal models toward a geospatial perspective	7
Integrating vegetation phenological characteristics and polarization features with object-oriented techniques for grassland type identification	7
Assessing the radiometric consistency of Gaofen-6 WFV and Sentinel-2 MSI multispectral reflectance for harmonization	7
Assessment of the global Copernicus, NASADEM, ASTER and AW3D digital elevation models in Central and Southern Africa	6
Mapping 30 m fractional tree cover using PlanetScope-3B images and Landsat-8 spectral-texture data for a case study of different forest types in Indonesia	6
Aerial-ground image feature matching via 3D Gaussian splatting-based intermediate view rendering	6
China’s poverty assessment and analysis under the framework of the UN SDGs based on multisource remote sensing data	6
Fusion of UAV hyperspectral and satellite multispectral data for quasi-hyperspectral data simulation and wetland land cover classification	6
Inter-comparison study of wind measurement between the three-lidar-based virtual tower and four lidars using VAD techniques	6
Estimating radiant flux of nighttime light images from NASA’s Black Marble product	6
Measuring the urban sprawl based on economic-dominated perspective: the case of 31 municipalities and provincial capitals	6
Classification of single tree decay stages from combined airborne LiDAR data and CIR imagery	6
A monthly Arctic sea ice thickness product from 1995 to 2025 using multiple radar altimetry data	6
Shape reconstruction and rotation axis estimation of small bodies using a voxel-divided shape-from-silhouette method	6
A large scale training sample database system for intelligent interpretation of remote sensing imagery	6
Cross-modal contrastive learning-based object detection under incomplete modalities	6
Identifying tree species in mining landscapes of the middle Yellow River: 5-year phenological trajectory divergence time-series from Sentinel-2 data	6
Shadow-constrained shape-from-shading for pixel-wise 3D surface reconstruction at the lunar south pole	6
Contextual interaction siamese network for few-shot hyperspectral image classification	6
SAR sensing of the atmosphere: stack-based processing for tropospheric and ionospheric phase retrieval	6
Which 3D label effect works better? Usability analysis using eye-tracking	6
An efficient cost calculation method for disparity estimation of stereo matching considering shadow occlusion	6
Optimization model for urban ecological network connectivity considering geospatial constraints	6
Satellite-based mapping of canopy fuels at the pan-European scale	6
Snow wetness retrieval for snowmelt monitoring using dualpolarization SAR data	6
EFFC-Net: lightweight fully convolutional neural networks in remote sensing disaster images	5
Evaluation and deep learning-based calibration of nearshore sea surface wind speeds from FY-3E GNOS-II and Tianmu-1 missions	5
GEE-OPs: an operator knowledge base for geospatial code generation on the Google Earth Engine platform powered by large language models	5
Enhancing non-motorized travel using reinforcement learning: a novel dynamic route planning approach	5
Machine learning-based time series forecasting with polygon-based emerging hotspot analysis for early warning of mpox in the United States	5
Displacements of Fushun west opencast coal mine revealed by multi-temporal InSAR technology	5
Estimating China’s poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques	5
How urbanization affects consumption-based carbon emissions within the water–food–energy nexus: nonlinear patterns and underlying mechanisms in the Yangtze River Delta, China	5
Synergizing remote sensing, support vector machine, and aeromagnetic data for precise lithological and mineral potential mapping: a case study from Egypt	5
Automatic alignment- and correction-based building labeling method for intelligent dataset updating	5
Land transformation across agroecological zones reveals expanding cropland and settlement at the expense of tree-cover and wetland areas in Nigeria	5
Enhancing spatial learning during driving: the role of 3D navigation interface visualization in AR-HUD	5
Improving rice yield prediction with multi-modal UAV data: hyperspectral, thermal, and LiDAR integration	5
Review, framework, and future perspectives of Geographic Knowledge Graph (GeoKG) quality assessment	5
Proactive synergistic control of PM 2.5 and ozone through urban planning: longitudinal data analysis of 274 Chinese cities from 2005 to 2020	5
Estimating volumetric water salinity in a Tibetan endorheic lake using machine learning and remote sensing	5
A 10-m glacial lake dataset along the Sichuan-Tibet Railway using Sentinel-2 images	5
Narrow road extraction from high-resolution remote sensing images: SWGE-Net and MSIF-Net	5
Dual-environment feature fusion-based method for estimating building-scale population distributions	5
Estimation of annual harvested wood products based on remote sensing and TPO survey data	5
The impact of fractional cover distribution in training samples on the accuracy of fractional cover estimation: a model-based evaluation	5
Latent spectral-spatial diffusion model for single hyperspectral super-resolution	5
Environmental drivers of the spatio-temporal variations of chlorophyll-a within the coastal polynya in the Ross Sea	5
Hyperspectral image super-resolution via joint network with spectral-spatial strategy	5
A regional augmented PPP algorithm for offshore considering NWP	5
A CityGML ADE for flood simulations	5
A bottom-up approach to urban functional zones identification: coupling crowdsourced data and agent-based modeling	5
Cross-modal feature interaction network for heterogeneous change detection	5