Geo-Spatial Information Science

Article	Citations
Challenges and implications of predicting the spatiotemporal distribution of dengue fever outbreak in Chinese Taiwan using remote sensing data and deep learning	161
Characterizing the channel dependence of vegetation effects on microwave emissions from soils	141
Enhancing outlying growth simulation in urban cellular automata via intelligent extraction-fusion of land suitability and neighborhood effects: a case study of Wuhan, China	112
The impact of drought time scales and characteristics on gross primary productivity in China from 2001 to 2020	93
Integrating a multi-dimensional deep convolutional neural network with optimized sample selection for landslide susceptibility assessment	81
Data-driven machine learning approaches for precise lithofacies identification in complex geological environments	69
Unsettled urbanization: spatiality of urban growth in Dodoma, Tanzania	59
Integrating street view imagery and taxi trajectory for identifying urban function of street space	56
A robust and accurate feature matching method for multi-modal geographic images spatial registration	41
Impacts of vegetation greening and climate change on trend and interannual variability in vegetation productivity in the Wuyi Mountain region	39
How do greenspace landscapes affect PM2.5 exposure in Wuhan? Linking spatial-nonstationary, annual varying, and multiscale perspectives	39
Global vegetation productivity increased in response to COVID-19 restrictions	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	30
Crowdsourcing geographic information for terrorism-related disaster awareness and mitigation: perspectives and challenges	29
Influence of ground control point reliability and distribution on UAV photogrammetric 3D mapping accuracy	28
3D spatial evolutionary particle swarm algorithm based emergency communication spatial deployment optimization	28
Forest terrain and canopy height estimation using stereo images and spaceborne LiDAR data from GF-7 satellite	26
The ATL08 as a height reference for the global digital elevation models	24
Mapping ground deformation in the northern Yangtze River estuary using improved MT-InSAR based on ICA and non-stationary analysis	23
Domain adaptation hyperspectral image fusion based on spatial-spectral domain separation	23
NDVI time-series data reconstruction for spatial-temporal dynamic monitoring of Arctic vegetation structure	23
Corporate mapping in OpenStreetMap – shifting trends in global evolution and small-scale effects	23
Assessing urban renewal opportunities by combining 3D building information and geographic big data	22
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	22

A novel unsupervised deep learning method for the generalization of urban form	21
Optimized formulas of the gravitational field of a vertical cylindrical prism	21
Strike-slip pattern of the Maidan fault along the southern margin of the Central Tianshan revealed by InSAR and GNSS observations	21
Deep learning models for spatial relation extraction in text	20
ST-GWLR: combining geographically weighted logistic regression and spatiotemporal hotspot trend analysis to explore the effect of built environment on traffic crash	19
Improving GNSS precise point positioning with tropospheric constraints from data-driven numerical weather prediction model	19
T-UNet: triplet UNet for change detection in high-resolution remote sensing images	19
Bi-temporal Gaussian feature dependency guided change detection in remote sensing images	18
LGFaware-meshing: online mesh reconstruction from LiDAR point cloud with awareness of local geometric features	18
Large-scale automatic block adjustment from satellite to indoor photogrammetry	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 curvature-driven cloud removal method for remote sensing images	17
Near real-time LOD prediction using ConvLSTM model through integrating IGS rapid LOD and effective angular momentum	17
Spatiotemporal patterns of annual clear-cutting distribution in tropical and subtropical regions of China with time series Landsat and CCDC	17
A quality enhancement method for vehicle trajectory data using onboard images	16
A spatiotemporal analysis of the impact of lockdown and coronavirus on London’s bicycle hire scheme: from response to recovery to a new normal	16
On the symmetric transformation with geometric constraints	16
Urban Geospatial Information Acquisition Mobile Mapping System based on close-range photogrammetry and IGS site calibration	16
Beyond extraction accuracy: addressing the quality of geographical named entity through advanced recognition and correction models using a modified BERT framework	16
Assuring the quality of VGI on land use and land cover: experiences and learnings from the LandSense project	15
Artificial intelligence for sustainable development of smart cities and urban land-use management	15
MSFDN: multi-scale spatial-spectral-frequency joint denoising network for hyperspectral images	15
Single target tracking in high-resolution satellite videos: a comprehensive review	15
The Evolution of urban agglomerations in China and how it deviates from Zipf’s law	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
AdaFI-FCN: an adaptive feature integration fully convolutional network for predicting driver’s visual attention	15
Identification of international trade patterns of agricultural products: the evolution of communities and their core countries	14
High resolution global forest burned area changes monitoring using landsat 7/8 images	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
Use of GIS technology and cellular automata for modeling multiple socio-economic scenarios of regional spatial development and inter-regional cooperation	14
Mid-Term achievements in the Dragon 5 Cooperation between MOST and ESA	13
Spatial-temporal analysis of the international trade network	13
Mixed-use urban land parcels identification integrating geospatial data and machine learning	13
Improving individual tree crown volume estimation using high-accuracy boundary fitting based on stratified polar coordinate conversion with airborne laser scanning data	13
Spatiotemporal patterns of human mobility during the COVID-19 pandemic in China	13
An in situ hyperspectral dataset for typical aquatic vegetation	13
Monitoring multiyear cropping patterns in the arid regions of northwestern China from 2005 to 2022 using Landsat time-series data	12
ForestSemantic: a dataset for semantic learning of forest from close-range sensing	12
Spatial diffusion processes of Gelugpa monasteries of Tibetan Buddhism in Tibetan areas of China utilizing the multi-level diffusion model	12
Entity-oriented spatial coding scheme and its application for spatial topology	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
Visual effects of a forward-curled 3D map of the Forbidden City with eye-tracking	11
Comparison of Layer-stacking and Dempster-Shafer Theory-based Methods Using Sentinel-1 and Sentinel-2 Data Fusion in Urban Land Cover Mapping	11
Low frequency error analysis and calibration for multiple star sensors system of GaoFen7 satellite	11
Analysing the use of OpenAerialMap images for OpenStreetMap edits	11
A novel Short-time Fourier transform-based algorithm for detection of wandering in the patients with Alzheimer’s disease	11
Glacier melt detection at different sites of Greenland ice sheet using dual-polarized Sentinel-1 images	11
Automated noise modelling using a triangulated terrain model	11

Urban comprehensive carrying capacity analysis in Zhejiang Province of China from the perspective of production, living, and ecological spaces	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
Mapping local-scale working population and daytime population densities using points-of-interest and nighttime light satellite imageries	11
The great calving in 2017 did not have a significant impact on the Larsen C Ice Shelf in the short term	11
Forest age estimation using UAV-LiDAR and Sentinel-2 data with machine learning algorithms- a case study of Masson pine ( Pinus massoniana )	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	11
Friedrich Ackermann’s scientific research program	10
Stronger compact representations of object trajectories	10
Analysis of the temporal and spatial characteristics of lunar reconnaissance orbiter’s orbit error based on multi-coverage narrow angle camera images	10
A novel fuzzy inference method for urban incomplete road weight assignment	10
The convergence mechanism of Low Earth Orbit enhanced GNSS (LeGNSS) Precise Point Positioning (PPP)	10
Adaptive weighted multi-view subspace clustering method for recognizing urban functions from multi-source social sensing data	10
Unraveling environmental influences on the spatial and temporal dynamics of cyanobacterial blooms in Lake Erhai during its early stage of eutrophication	10
Potentiality of Landsat-9 for early-season mapping of winter garlic and winter wheat	10
A novel stop-and-go kinematic positioning method for PPP–RTK	10
Research on RBF-PID hybrid drive control models for drone pesticide applications in tropical orchards	10
MS-POFT: multiscale phase-orientation guided feature transform for multi-modal image matching	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
A novel estimation of scientific and technological innovation index using multi-modal data	10
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
Market analysis of the relationship between Brazilian Federal Government and the geospatial industry	9
A survey on underwater coral image segmentation based on deep learning	9
Multipath tracking with LTE signals for accurate TOA estimation in the application of indoor positioning	9
Revealing multi-scale spatial synergy of mega-city region from a human mobility perspective	9
BIM/IFC-based 3D spatial model for condominium ownership: A case study of China	9
China’s larch stock volume estimation using Sentinel-2 and LiDAR data	9
Calibrating an airborne linear-array multi-camera system on the master focal plane with existing bundled images	9
Analysis of the land suitability for paddy fields in Tanzania using a GIS-based analytical hierarchy process	9
Unveiling intra-urban complexity and identifying urban cores through the lens of living structure using point-of-interest data	9
Multi-level domain perturbation for source-free object detection in remote sensing images	8
Correction	8
Understanding coupled coordination relationships between social and ecological functions of urban green spaces	8
Model-based comparisons of near-coincident TerraSAR-X and COSMO-SkyMed VV-polarized SAR measurements over sea surface with and without oil slicks	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
GLSD: a global large-scale ship database with baseline evaluations	8
Image-based machine learning and cluster analysis for urban road network: employing Orange for codeless visual programming	8
Phenology-based delineation of irrigated and rain-fed paddy fields with Sentinel-2 imagery in Google Earth Engine	8
Increasing spatial coverage in rough terrain and vegetated areas using InSAR optimized pixel selection: application to Tohoku, Japan	8
Spatiotemporal variability/stability analysis of NO 2 , CO, and land surface temperature (LST) during COVID-19 lockdown in Amman city, Jordan	8
Democratizing photogrammetry: an accuracy perspective	8
An approach for traffic pattern recognition integration of ship AIS data and port geospatial features	8
Mapping 30-m cotton areas based on an automatic sample selection and machine learning method using Landsat and MODIS images	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
A review of multi-class change detection for satellite remote sensing imagery	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
High-spatial-resolution surface soil moisture retrieval using the Deep Forest model in the cloud environment over the Tibetan Plateau	7
Current and potential use of augmented reality in (geographic) citizen science projects: A survey	7
Volunteered geographic information use in crisis, emergency and disaster management: a scoping review and a web atlas	7
Spatio-temporal patterns and changes in environmental attitudes and place attachment in Gauteng, South Africa	7
Associations of land use around rail transit stations with jobs–housing distribution of rail commuters from smart-card data	7
Shadow-constrained shape-from-shading for pixel-wise 3D surface reconstruction at the lunar south pole	7
Measuring the urban sprawl based on economic-dominated perspective: the case of 31 municipalities and provincial capitals	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
Integrating vegetation phenological characteristics and polarization features with object-oriented techniques for grassland type identification	7
China’s poverty assessment and analysis under the framework of the UN SDGs based on multisource remote sensing data	7
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	6
Dual-environment feature fusion-based method for estimating building-scale population distributions	6
Review, framework, and future perspectives of Geographic Knowledge Graph (GeoKG) quality assessment	6
Estimation of annual harvested wood products based on remote sensing and TPO survey data	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
Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping	6
Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling	6
Assessment of underlying topography and forest height inversion based on TomoSAR methods	6
Latent spectral-spatial diffusion model for single hyperspectral super-resolution	6
Displacements of Fushun west opencast coal mine revealed by multi-temporal InSAR technology	6
Land transformation across agroecological zones reveals expanding cropland and settlement at the expense of tree-cover and wetland areas in Nigeria	6
A framework for upscaling aboveground biomass from an individual tree to landscape level and qualifying the multiscale spatial uncertainties for secondary forests	6
Signal acquisition of Luojia-1A low earth orbit navigation augmentation system with software defined receiver	6
An efficient cost calculation method for disparity estimation of stereo matching considering shadow occlusion	6
Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest	6
Assessment of the global Copernicus, NASADEM, ASTER and AW3D digital elevation models in Central and Southern Africa	6
Satellite-based mapping of canopy fuels at the pan-European scale	6
A regional augmented PPP algorithm for offshore considering NWP	6
Estimating China’s poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques	6

In-flight performance analysis of the navigation augmentation payload on LEO communication satellite: a preliminary study on WT01 mission	6
A large scale training sample database system for intelligent interpretation of remote sensing imagery	6
Inter-comparison study of wind measurement between the three-lidar-based virtual tower and four lidars using VAD techniques	6
An internal-external optimized convolutional neural network for arbitrary orientated object detection from optical remote sensing images	6
Optimization model for urban ecological network connectivity considering geospatial constraints	6
EFFC-Net: lightweight fully convolutional neural networks in remote sensing disaster images	5
Cross-modal feature interaction network for heterogeneous change detection	5
Narrow road extraction from high-resolution remote sensing images: SWGE-Net and MSIF-Net	5
Modelling future spatial distribution of peanut crops in Australia under climate change scenarios	5
Learning the spatial co-occurrence for browsing interests extraction of domain users on public map service platforms	5
Modified aquila optimizer for forecasting oil production	5
Assessment of groundwater potential using multi-criteria decision analysis and geoelectrical surveying	5
The impact of fractional cover distribution in training samples on the accuracy of fractional cover estimation: a model-based evaluation	5
Fully automatic DOM generation method based on optical flow field dense image matching	5
3D reconstruction of spherical images: a review of techniques, applications, and prospects	5
Graph neural network-based similarity relationship construction model for geospatial services	5
Analysis of wave breaking on synthetic aperture radar at C-band during tropical cyclones	5
Urban tree species classification using multisource satellite remote sensing data and street view imagery	5
GEE-OPs: an operator knowledge base for geospatial code generation on the Google Earth Engine platform powered by large language models	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
Application of the Point-Descriptor-Precedence representation for micro-scale traffic analysis at a non-signalized T-junction	5
Evaluation of optical and microwave-derived vegetation indices for monitoring aboveground biomass over China	5
Spatio-temporal intention learning for recommendation of next point-of-interest	5
Improved Hungarian algorithm–based task scheduling optimization strategy for remote sensing big data processing	5
Monitoring Moso bamboo ( Phyllostachys pubescens ) forests damage caused by Pantana phyllostachysae Chao considering phenological differen	5
Evaluation and deep learning-based calibration of nearshore sea surface wind speeds from FY-3E GNOS-II and Tianmu-1 missions	5
A remote sensing assessment index for urban ecological livability and its application	4
Robust capsule-robot positioning with limited magnetic observations: An inertial-enhanced approach	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
An attention-based hybrid model for spatial and temporal sentiment analysis of COVID-19 related tweets in the contiguous United States	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
Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola	4
S3FCD: a single-temporal self-supervised learning framework for remote sensing image change detection	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
Estimates of power supply during the 2023 Gaza humanitarian crisis using night-time light images	4
Vegetation classification in a subtropical region with Sentinel-2 time series data and deep learning	4
Super-resolution reconstruction of the 1 arc-second Australian coastal DEM dataset	4
Optimal parameter schemes for global and regional gross primary productivity estimation: a comparative analysis	4
MSALNet: a multi-scale adaptive learning network for high-resolution remote sensing scene classification	4
A situation-aware emergency evacuation (SAEE) model using multi-agent-based simulation for crisis management after earthquake warning	4
Geographically varying relationships between population flows from Wuhan and COVID-19 cases in Chinese cities	4
TDS-1 GNSS reflectometry wind geophysical model function response to GPS block types	4
Shallow subsurface water-ice distribution in the lunar south polar region: analysis based on Mini-RF and multi-metrics	4
Revealing job accessibility supported by public transit services using a graph convolutional network	4
Modelling impacts of high-speed rail on urban interaction with social media in China’s mainland	4
Tropospheric polynomial coefficients for real-time regional correction by Kalman filtering from multisource data	3
Discovering spatiotemporal patterns of human outdoor activities with crowdsourced trajectory data	3
A novel cross fusion model with fine-grained detail reconstruction for remote sensing image pan-sharpening	3
Modeling information flow from multispectral remote sensing images to land use and land cover maps for understanding classification mechanism	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
FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism	3
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
Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data	3
Assessing the impact of land use and cover change on above-ground carbon storage in subtropical forests: a case study of Zhejiang Province, China	3
Can large language models generate geospatial code?	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
Shading aware DSM generation from high resolution multi-view satellite images	3
Advances on the investigation of landslides by space-borne synthetic aperture radar interferometry	3
“Hot street” of crime detection in London borough and lockdown impacts	3
Regional ecological security evaluation with subjective and objective weights model based on multi remote sensing observations	3
How to determine city hierarchies and spatial structure of a megaregion?	3
Integration of 3DGIS and BIM and its application in visual detection of concealed facilities	3
Extracting iceberg freeboard using shadow length in high-resolution optical images	3
Automated extraction and validation of Stone Pine ( Pinus pinea L.) trees from UAV-based digital surface models	3
Multi-source deep-learning approach for automatic geomorphological mapping: the case of glacial moraines	3
3D reconstruction for unconstrained image collections using Gaussian Splatting with foundation model	3
Analysis of 9 km quasi-global microwave land surface emissivity estimates derived from SMAP radiometer and CYGNSS reflectometer	3
Design and application of a semantic-driven geospatial modeling knowledge graph based on large language models	3
On China’s earth observation system: mission, vision and application	3
Change probability-aware graph for multimodal change detection	3
A combined contour lines iteration algorithm and Delaunay triangulation for terrain modeling enhancement	3
Spatialization of electricity consumption by combining high-resolution nighttime light remote sensing and urban functional zoning information	3
Unravel the spatio-temporal patterns and their nonlinear relationship with correlates of dockless shared bikes near metro stations	3
Special issue on “multi-scale and multimodal human mobility: pre, peri and post COVID-19 pandemic”	3
Beyond words: evaluating large language models in transportation planning	3
Nearshore topography retrieval based on wave spectrum inverted from Gaofen-3 image	3
Glacier surface melt monitoring using Sentinel-1 SAR backscattering coefficient and polarimetric decomposition features at Greenland ice sheet	3
The effects of factor generalization scales on the reproduction of dynamic urban growth	3
Mangrove plantation suitability mapping by integrating multi criteria decision making geospatial approach and remote sensing data	3