Geo-Spatial Information Science

Article	Citations
The impact of drought time scales and characteristics on gross primary productivity in China from 2001 to 2020	140
Challenges and implications of predicting the spatiotemporal distribution of dengue fever outbreak in Chinese Taiwan using remote sensing data and deep learning	128
Characterizing the channel dependence of vegetation effects on microwave emissions from soils	105
Enhancing outlying growth simulation in urban cellular automata via intelligent extraction-fusion of land suitability and neighborhood effects: a case study of Wuhan, China	86
Integrating a multi-dimensional deep convolutional neural network with optimized sample selection for landslide susceptibility assessment	77
How do greenspace landscapes affect PM2.5 exposure in Wuhan? Linking spatial-nonstationary, annual varying, and multiscale perspectives	67
A robust and accurate feature matching method for multi-modal geographic images spatial registration	58
Integrating street view imagery and taxi trajectory for identifying urban function of street space	53
Impacts of vegetation greening and climate change on trend and interannual variability in vegetation productivity in the Wuyi Mountain region	39
Global vegetation productivity increased in response to COVID-19 restrictions	37
Data-driven machine learning approaches for precise lithofacies identification in complex geological environments	36
An approach for measuring spatial similarity among COVID-19 epicenters	34
Sensing the global CRUST1.0 Moho by gravitational curvatures of crustal mass anomalies	33
Influence of ground control point reliability and distribution on UAV photogrammetric 3D mapping accuracy	32
NDVI time-series data reconstruction for spatial-temporal dynamic monitoring of Arctic vegetation structure	26
3D spatial evolutionary particle swarm algorithm based emergency communication spatial deployment optimization	26
Crowdsourcing geographic information for terrorism-related disaster awareness and mitigation: perspectives and challenges	26
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
Forest terrain and canopy height estimation using stereo images and spaceborne LiDAR data from GF-7 satellite	25
Assessing urban renewal opportunities by combining 3D building information and geographic big data	24
The ATL08 as a height reference for the global digital elevation models	23
Domain adaptation hyperspectral image fusion based on spatial-spectral domain separation	23
Mapping ground deformation in the northern Yangtze River estuary using improved MT-InSAR based on ICA and non-stationary analysis	23
Corporate mapping in OpenStreetMap – shifting trends in global evolution and small-scale effects	23
Deep learning models for spatial relation extraction in text	21

ST-GWLR: combining geographically weighted logistic regression and spatiotemporal hotspot trend analysis to explore the effect of built environment on traffic crash	21
Optimized formulas of the gravitational field of a vertical cylindrical prism	21
Large-scale automatic block adjustment from satellite to indoor photogrammetry	21
T-UNet: triplet UNet for change detection in high-resolution remote sensing images	20
A novel unsupervised deep learning method for the generalization of urban form	20
Near real-time LOD prediction using ConvLSTM model through integrating IGS rapid LOD and effective angular momentum	19
Beyond extraction accuracy: addressing the quality of geographical named entity through advanced recognition and correction models using a modified BERT framework	19
A curvature-driven cloud removal method for remote sensing images	19
Spatiotemporal patterns of annual clear-cutting distribution in tropical and subtropical regions of China with time series Landsat and CCDC	19
Assuring the quality of VGI on land use and land cover: experiences and learnings from the LandSense project	18
On the symmetric transformation with geometric constraints	18
Urban Geospatial Information Acquisition Mobile Mapping System based on close-range photogrammetry and IGS site calibration	18
Simulating multiple urban land use changes by integrating transportation accessibility and a vector-based cellular automata: a case study on city of Toronto	18
A quality enhancement method for vehicle trajectory data using onboard images	18
Single target tracking in high-resolution satellite videos: a comprehensive review	17
A spatiotemporal analysis of the impact of lockdown and coronavirus on London’s bicycle hire scheme: from response to recovery to a new normal	17
Artificial intelligence for sustainable development of smart cities and urban land-use management	17
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	16
MSFDN: multi-scale spatial-spectral-frequency joint denoising network for hyperspectral images	16
AdaFI-FCN: an adaptive feature integration fully convolutional network for predicting driver’s visual attention	15
The Evolution of urban agglomerations in China and how it deviates from Zipf’s law	15
High resolution global forest burned area changes monitoring using landsat 7/8 images	15
Spatiotemporal patterns of human mobility during the COVID-19 pandemic in China	14
Use of GIS technology and cellular automata for modeling multiple socio-economic scenarios of regional spatial development and inter-regional cooperation	14
Globally consistent dense 3D reconstruction with loop closure under fast camera motion	14
Human mobility and the infectious disease transmission: a systematic review	14
Identification of international trade patterns of agricultural products: the evolution of communities and their core countries	14
Mixed-use urban land parcels identification integrating geospatial data and machine learning	13
Estimating pedestrian traffic with Bluetooth sensor technology	13
Spatial-temporal analysis of the international trade network	13
LEO satellite clock analysis and prediction for positioning applications	13
Entity-oriented spatial coding scheme and its application for spatial topology	13
An in situ hyperspectral dataset for typical aquatic vegetation	13
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
Automated noise modelling using a triangulated terrain model	12
Investigating the effect of spatial patterns of artificial impervious surface on PM 2.5 at the intra-urban scale	12
Glacier melt detection at different sites of Greenland ice sheet using dual-polarized Sentinel-1 images	12
Comparison of Layer-stacking and Dempster-Shafer Theory-based Methods Using Sentinel-1 and Sentinel-2 Data Fusion in Urban Land Cover Mapping	12
ForestSemantic: a dataset for semantic learning of forest from close-range sensing	12
Forest age estimation using UAV-LiDAR and Sentinel-2 data with machine learning algorithms- a case study of Masson pine ( Pinus massoniana )	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
Low frequency error analysis and calibration for multiple star sensors system of GaoFen7 satellite	11
A novel Short-time Fourier transform-based algorithm for detection of wandering in the patients with Alzheimer’s disease	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
Urban comprehensive carrying capacity analysis in Zhejiang Province of China from the perspective of production, living, and ecological spaces	11
Visual effects of a forward-curled 3D map of the Forbidden City with eye-tracking	11
Identifying vehicle types from trajectory data based on spatial-semantic information	11

Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet	10
Stronger compact representations of object trajectories	10
Potentiality of Landsat-9 for early-season mapping of winter garlic and winter wheat	10
Analysis of the temporal and spatial characteristics of lunar reconnaissance orbiter’s orbit error based on multi-coverage narrow angle camera images	10
Mapping local-scale working population and daytime population densities using points-of-interest and nighttime light satellite imageries	10
China’s larch stock volume estimation using Sentinel-2 and LiDAR data	10
Unraveling environmental influences on the spatial and temporal dynamics of cyanobacterial blooms in Lake Erhai during its early stage of eutrophication	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
A novel stop-and-go kinematic positioning method for PPP–RTK	9
A survey on underwater coral image segmentation based on deep learning	9
Using machine learning and satellite data from multiple sources to analyze mining, water management, and preservation of cultural heritage	9
Radiometric landscape: a new conceptual framework and operational approach for landscape characterisation and mapping	9
Revealing multi-scale spatial synergy of mega-city region from a human mobility perspective	9
Friedrich Ackermann’s scientific research program	9
BIM/IFC-based 3D spatial model for condominium ownership: A case study of China	9
Market analysis of the relationship between Brazilian Federal Government and the geospatial industry	9
Analysis of the land suitability for paddy fields in Tanzania using a GIS-based analytical hierarchy process	9
Current and potential use of augmented reality in (geographic) citizen science projects: A survey	9
A novel fuzzy inference method for urban incomplete road weight assignment	9
The convergence mechanism of Low Earth Orbit enhanced GNSS (LeGNSS) Precise Point Positioning (PPP)	9
Multipath tracking with LTE signals for accurate TOA estimation in the application of indoor positioning	9
Calibrating an airborne linear-array multi-camera system on the master focal plane with existing bundled images	9
Phenology-based delineation of irrigated and rain-fed paddy fields with Sentinel-2 imagery in Google Earth Engine	9
Model-based comparisons of near-coincident TerraSAR-X and COSMO-SkyMed VV-polarized SAR measurements over sea surface with and without oil slicks	9
Democratizing photogrammetry: an accuracy perspective	8
Mapping 30-m cotton areas based on an automatic sample selection and machine learning method using Landsat and MODIS images	8
Spatiotemporal variability/stability analysis of NO 2 , CO, and land surface temperature (LST) during COVID-19 lockdown in Amman city, Jordan	8
A review of multi-class change detection for satellite remote sensing imagery	8
Correction	8
Local linear scale factors in map projections in the direction of coordinate axes	8
Constructing intertidal topography for sandy beaches by combining Sentinel-2 imagery and water level data	8
Image-based machine learning and cluster analysis for urban road network: employing Orange for codeless visual programming	8
Understanding coupled coordination relationships between social and ecological functions of urban green spaces	8
Increasing spatial coverage in rough terrain and vegetated areas using InSAR optimized pixel selection: application to Tohoku, Japan	8
Volunteered geographic information use in crisis, emergency and disaster management: a scoping review and a web atlas	8
Multi-level domain perturbation for source-free object detection in remote sensing images	8
GLSD: a global large-scale ship database with baseline evaluations	8
An approach for traffic pattern recognition integration of ship AIS data and port geospatial features	8
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
Associations of land use around rail transit stations with jobs–housing distribution of rail commuters from smart-card data	7
Measuring the urban sprawl based on economic-dominated perspective: the case of 31 municipalities and provincial capitals	7
Shadow-constrained shape-from-shading for pixel-wise 3D surface reconstruction at the lunar south pole	7
China’s poverty assessment and analysis under the framework of the UN SDGs based on multisource remote sensing data	7
Optimization model for urban ecological network connectivity considering geospatial constraints	7
Enhanced semantic-positional feature fusion network via diverse pre-trained encoders for remote sensing image water-body segmentation	7
Knowledge-driven semantic converting method of multimodal models toward a geospatial perspective	7
High-spatial-resolution surface soil moisture retrieval using the Deep Forest model in the cloud environment over the Tibetan Plateau	7
Spatio-temporal patterns and changes in environmental attitudes and place attachment in Gauteng, South Africa	7
Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest	7
SAR sensing of the atmosphere: stack-based processing for tropospheric and ionospheric phase retrieval	7
Classification of single tree decay stages from combined airborne LiDAR data and CIR imagery	7
Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping	7
Integrating vegetation phenological characteristics and polarization features with object-oriented techniques for grassland type identification	7
An internal-external optimized convolutional neural network for arbitrary orientated object detection from optical remote sensing images	7
Assessment of the global Copernicus, NASADEM, ASTER and AW3D digital elevation models in Central and Southern Africa	7
Satellite-based mapping of canopy fuels at the pan-European scale	6
Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling	6
Latent spectral-spatial diffusion model for single hyperspectral super-resolution	6
Land transformation across agroecological zones reveals expanding cropland and settlement at the expense of tree-cover and wetland areas in Nigeria	6
Signal acquisition of Luojia-1A low earth orbit navigation augmentation system with software defined receiver	6
Proactive synergistic control of PM 2.5 and ozone through urban planning: longitudinal data analysis of 274 Chinese cities from 2005 to 2020	6
Assessment of underlying topography and forest height inversion based on TomoSAR methods	6
Dual-environment feature fusion-based method for estimating building-scale population distributions	6
A large scale training sample database system for intelligent interpretation of remote sensing imagery	6
An efficient cost calculation method for disparity estimation of stereo matching considering shadow occlusion	6
Inter-comparison study of wind measurement between the three-lidar-based virtual tower and four lidars using VAD techniques	6
A regional augmented PPP algorithm for offshore considering NWP	6
Cross-modal feature interaction network for heterogeneous change detection	6
Evaluation of optical and microwave-derived vegetation indices for monitoring aboveground biomass over China	5
Estimation of annual harvested wood products based on remote sensing and TPO survey data	5
Improved Hungarian algorithm–based task scheduling optimization strategy for remote sensing big data processing	5
Narrow road extraction from high-resolution remote sensing images: SWGE-Net and MSIF-Net	5
Modified aquila optimizer for forecasting oil production	5
Modelling future spatial distribution of peanut crops in Australia under climate change scenarios	5
Monitoring Moso bamboo ( Phyllostachys pubescens ) forests damage caused by Pantana phyllostachysae Chao considering phenological differen	5
Assessment of groundwater potential using multi-criteria decision analysis and geoelectrical surveying	5
Displacements of Fushun west opencast coal mine revealed by multi-temporal InSAR technology	5
A framework for upscaling aboveground biomass from an individual tree to landscape level and qualifying the multiscale spatial uncertainties for secondary forests	5
Estimating China’s poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques	5

Fully automatic DOM generation method based on optical flow field dense image matching	5
Urban tree species classification using multisource satellite remote sensing data and street view imagery	5
Performance investigation of LAMBDA and bootstrapping methods for PPP narrow-lane ambiguity resolution	5
Learning the spatial co-occurrence for browsing interests extraction of domain users on public map service platforms	5
Spatio-temporal intention learning for recommendation of next point-of-interest	5
GEE-OPs: an operator knowledge base for geospatial code generation on the Google Earth Engine platform powered by large language models	5
Review, framework, and future perspectives of Geographic Knowledge Graph (GeoKG) quality assessment	5
Evaluation and deep learning-based calibration of nearshore sea surface wind speeds from FY-3E GNOS-II and Tianmu-1 missions	5
Collaborative carbon emission peak actions in urban agglomerations: multi-agent reinforcement learning analysis of the urban agglomerations of Beijing-Tianjin-Hebei and Yangtze River Delta	5
Application of the Point-Descriptor-Precedence representation for micro-scale traffic analysis at a non-signalized T-junction	5
Spatial and temporal variabilities in land surface temperatures and near-surface air temperatures in an arid to semiarid urban region: implications for urban heat island research	5
3D reconstruction of spherical images: a review of techniques, applications, and prospects	5
A situation-aware emergency evacuation (SAEE) model using multi-agent-based simulation for crisis management after earthquake warning	5
Analysis of wave breaking on synthetic aperture radar at C-band during tropical cyclones	5
EFFC-Net: lightweight fully convolutional neural networks in remote sensing disaster images	5
In-flight performance analysis of the navigation augmentation payload on LEO communication satellite: a preliminary study on WT01 mission	5
Robust capsule-robot positioning with limited magnetic observations: An inertial-enhanced approach	4
Geographically varying relationships between population flows from Wuhan and COVID-19 cases in Chinese cities	4
Optimal parameter schemes for global and regional gross primary productivity estimation: a comparative analysis	4
Estimating the level of income in individual buildings using data from household interview surveys and satellite imagery: Case study in Myanmar and Nicaragua	4
Vegetation classification in a subtropical region with Sentinel-2 time series data and deep learning	4
Shading aware DSM generation from high resolution multi-view satellite images	4
A remote sensing assessment index for urban ecological livability and its application	4
Enhancing Landsat image based aboveground biomass estimation of black locust with scale bias-corrected LiDAR AGB map and stratified sampling	4
GWmodelS: a standalone software to train geographically weighted models	4
Evaluating the accuracy of two satellite-based Quantitative Precipitation Estimation products and their application for meteorological drought monitoring over the Lake Victoria Basin, East Africa	4
TDS-1 GNSS reflectometry wind geophysical model function response to GPS block types	4
Estimates of power supply during the 2023 Gaza humanitarian crisis using night-time light images	4
Assessing the impact of land use and cover change on above-ground carbon storage in subtropical forests: a case study of Zhejiang Province, China	4
Graph neural network-based similarity relationship construction model for geospatial services	4
S3FCD: a single-temporal self-supervised learning framework for remote sensing image change detection	4
Modelling impacts of high-speed rail on urban interaction with social media in China’s mainland	4
Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola	4
An attention-based hybrid model for spatial and temporal sentiment analysis of COVID-19 related tweets in the contiguous United States	4
Super-resolution reconstruction of the 1 arc-second Australian coastal DEM dataset	4
Ground-based remote sensing of nitrous oxide (N 2 O) over Hefei, eastern China from high-resolution solar spectra	3
Untangling the association between urban mobility and urban elements	3
Automated extraction and validation of Stone Pine ( Pinus pinea L.) trees from UAV-based digital surface models	3
Discovering spatiotemporal patterns of human outdoor activities with crowdsourced trajectory data	3
The effects of factor generalization scales on the reproduction of dynamic urban growth	3
Advances on the investigation of landslides by space-borne synthetic aperture radar interferometry	3
A novel cross fusion model with fine-grained detail reconstruction for remote sensing image pan-sharpening	3
Design and application of a semantic-driven geospatial modeling knowledge graph based on large language models	3
Analysis of 9 km quasi-global microwave land surface emissivity estimates derived from SMAP radiometer and CYGNSS reflectometer	3
Unravel the spatio-temporal patterns and their nonlinear relationship with correlates of dockless shared bikes near metro stations	3
Machine learning-based estimation of soil organic carbon in Thailand’s cash crops using multispectral and SAR data fusion combined with environmental variables	3
“Hot street” of crime detection in London borough and lockdown impacts	3
Integration of 3DGIS and BIM and its application in visual detection of concealed facilities	3
Monitoring firn and wet snow on mountain glaciers: polarization and orbit effects	3
Multi-dimensional dynamic deformation monitoring of long-span railway bridges using GBIR and IVM data fusion	3
Multi-source deep-learning approach for automatic geomorphological mapping: the case of glacial moraines	3
Modeling information flow from multispectral remote sensing images to land use and land cover maps for understanding classification mechanism	3
Mangrove plantation suitability mapping by integrating multi criteria decision making geospatial approach and remote sensing data	3
Revealing job accessibility supported by public transit services using a graph convolutional network	3
Extracting iceberg freeboard using shadow length in high-resolution optical images	3
An urban building use identification framework based on integrated remote sensing and social sensing data with spatial constraints	3
Special issue on “multi-scale and multimodal human mobility: pre, peri and post COVID-19 pandemic”	3
FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism	3
Area, lake-level and volume variations of typical lakes on the Tibetan Plateau and their response to climate change, 1972–2019	3
Hybridizing spatial machine learning to explore the fine-scale heterogeneity between stunting prevalence and its associated risk determinants in Rwanda	3
Spatialization of electricity consumption by combining high-resolution nighttime light remote sensing and urban functional zoning information	3
Tropospheric polynomial coefficients for real-time regional correction by Kalman filtering from multisource data	3
Spatial-temporal modeling of initial COVID-19 diffusion: The cases of the Chinese Mainland and Conterminous United States	3
On China’s earth observation system: mission, vision and application	3
A combined contour lines iteration algorithm and Delaunay triangulation for terrain modeling enhancement	3
Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data	3
Beyond words: evaluating large language models in transportation planning	3