Geo-Spatial Information Science

Article	Citations
Entity-oriented spatial coding scheme and its application for spatial topology	92
Automated extraction and validation of Stone Pine ( Pinus pinea L.) trees from UAV-based digital surface models	87
Spatial-temporal analysis of the international trade network	80
Integrating a multi-dimensional deep convolutional neural network with optimized sample selection for landslide susceptibility assessment	62
ADMNet: adaptive deformable convolution large model combining multi-level progressive fusion for Building Change Detection	55
Mid-Term achievements in the Dragon 5 Cooperation between MOST and ESA	52
“Hot street” of crime detection in London borough and lockdown impacts	49
LuoJiaAI: A cloud-based artificial intelligence platform for remote sensing image interpretation	49
Challenges and implications of predicting the spatiotemporal distribution of dengue fever outbreak in Chinese Taiwan using remote sensing data and deep learning	43
Satellite mapping of air temperature under polar night conditions	36
Layout graph model for semantic façade reconstruction using laser point clouds	33
Lockdown lifted: measuring spatial resilience from London’s public transport demand recovery	27
Investigating the effect of spatial patterns of artificial impervious surface on PM 2.5 at the intra-urban scale	26
Evaluation of strategies for the ultra-rapid orbit prediction of BDS GEO satellites	26
A robust and accurate feature matching method for multi-modal geographic images spatial registration	25
Optimization model for urban ecological network connectivity considering geospatial constraints	23
Integrating 3D city data through knowledge graphs	22
The impact of drought time scales and characteristics on gross primary productivity in China from 2001 to 2020	21
An optimized BP neural network for modeling zenith tropospheric delay in the Chinese mainland using coupled particle swarm and genetic algorithm	20
ForestSemantic: a dataset for semantic learning of forest from close-range sensing	19
Evaluation of the physical-functional resilience of Isfahan City center using spatial statistics methods and ELECTRE *	19
Impacts of vegetation greening and climate change on trend and interannual variability in vegetation productivity in the Wuyi Mountain region	18
Enhancing outlying growth simulation in urban cellular automata via intelligent extraction-fusion of land suitability and neighborhood effects: a case study of Wuhan, China	18
SemanticMesh: parameterized fusion of semantic components for photogrammetric meshes	18
Integrating street view imagery and taxi trajectory for identifying urban function of street space	17

Mixed-use urban land parcels identification integrating geospatial data and machine learning	17
Spatiotemporal variability at seasonal and interannual scales of terrestrial water variation over Tibetan Plateau from geodetic observations	17
A large scale training sample database system for intelligent interpretation of remote sensing imagery	17
Spatialization of electricity consumption by combining high-resolution nighttime light remote sensing and urban functional zoning information	17
Estimating pedestrian traffic with Bluetooth sensor technology	16
Spatial diffusion processes of Gelugpa monasteries of Tibetan Buddhism in Tibetan areas of China utilizing the multi-level diffusion model	16
Evaluation of wave retrieval for Chinese Gaofen-3 synthetic aperture radar	15
The effects of factor generalization scales on the reproduction of dynamic urban growth	15
Fritz Ackermann: a true and unequalled friend	14
Value of incorporating geospatial information into the prediction of on-street parking occupancy – A case study	14
Integration of 3DGIS and BIM and its application in visual detection of concealed facilities	13
Transport pathway identification and meteorological driving force spatial-temporal analysis of an extreme dust storm event on South Mongolian Plateau	13
An investigation of the temporality of OpenStreetMap data contribution activities	13
Assessment of underlying topography and forest height inversion based on TomoSAR methods	13
Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling	12
Signal acquisition of Luojia-1A low earth orbit navigation augmentation system with software defined receiver	12
LEO satellite clock analysis and prediction for positioning applications	12
Satellite-based mapping of canopy fuels at the pan-European scale	12
Characterizing the channel dependence of vegetation effects on microwave emissions from soils	12
Land surface modeling informed by earth observation data: toward understanding blue–green–white water fluxes in High Mountain Asia	11
Monitoring firn and wet snow on mountain glaciers: polarization and orbit effects	11
Comparison of Layer-stacking and Dempster-Shafer Theory-based Methods Using Sentinel-1 and Sentinel-2 Data Fusion in Urban Land Cover Mapping	10
Untangling the association between urban mobility and urban elements	10
Evaluating current ethical values of OpenStreetMap using value sensitive design	10
Inter-comparison study of wind measurement between the three-lidar-based virtual tower and four lidars using VAD techniques	10
Understanding the pattern and mechanism of spatial concentration of urban land use, population and economic activities: a case study in Wuhan, China	10
How do greenspace landscapes affect PM2.5 exposure in Wuhan? Linking spatial-nonstationary, annual varying, and multiscale perspectives	10
Data-driven machine learning approaches for precise lithofacies identification in complex geological environments	10
Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data	9
Modeling information flow from multispectral remote sensing images to land use and land cover maps for understanding classification mechanism	9
Area, lake-level and volume variations of typical lakes on the Tibetan Plateau and their response to climate change, 1972–2019	9
Ground penetrating radar applied to subsurface culverts	8
Exploiting satellite SAR for archaeological prospection and heritage site protection	8
A user-based approach for assessing spatial equity of attractiveness and accessibility to alternative urban parks	8
Global vegetation productivity increased in response to COVID-19 restrictions	8
An approach for measuring spatial similarity among COVID-19 epicenters	8
Multi-source deep-learning approach for automatic geomorphological mapping: the case of glacial moraines	8
Remote sensing image super-resolution via cross-scale hierarchical transformer	8
Displacements of Fushun west opencast coal mine revealed by multi-temporal InSAR technology	8
Development of a brownfield inventory for prioritizing funding outreach in Tucson, Arizona	7
Forest age estimation using UAV-LiDAR and Sentinel-2 data with machine learning algorithms- a case study of Masson pine ( Pinus massoniana )	7
Geometric positioning integrating optical satellite stereo imagery and a global database of ICESat-2 laser control points: A framework and key technologies	7
Analysing the use of OpenAerialMap images for OpenStreetMap edits	7
An approach for urban agglomerations integration evaluation based on multivariate big data: case of the Central Plains Urban Agglomeration	7
Analysis of land-atmosphere interactions and their influence on the energy and water cycle over the Tibetan Plateau	7
Review, framework, and future perspectives of Geographic Knowledge Graph (GeoKG) quality assessment	7
EFFC-Net: lightweight fully convolutional neural networks in remote sensing disaster images	6
Special issue on “multi-scale and multimodal human mobility: pre, peri and post COVID-19 pandemic”	6
The great calving in 2017 did not have a significant impact on the Larsen C Ice Shelf in the short term	6
Sensing the global CRUST1.0 Moho by gravitational curvatures of crustal mass anomalies	6

Urban comprehensive carrying capacity analysis in Zhejiang Province of China from the perspective of production, living, and ecological spaces	6
Estimation of annual harvested wood products based on remote sensing and TPO survey data	6
Towards automating the nautical chart generalization workflow	6
Crop classification in Google Earth Engine: leveraging Sentinel-1, Sentinel-2, European CAP data, and object-based machine-learning approaches	6
Defining and designing spatial queries: the role of spatial relationships	6
Ground-based remote sensing of nitrous oxide (N 2 O) over Hefei, eastern China from high-resolution solar spectra	6
Low frequency error analysis and calibration for multiple star sensors system of GaoFen7 satellite	6
An urban building use identification framework based on integrated remote sensing and social sensing data with spatial constraints	6
Land transformation across agroecological zones reveals expanding cropland and settlement at the expense of tree-cover and wetland areas in Nigeria	6
Dual-environment feature fusion-based method for estimating building-scale population distributions	6
An intelligent partial charging navigation strategy for electric vehicles	6
Individual tree detection and counting based on high-resolution imagery and the canopy height model data	6
Automated noise modelling using a triangulated terrain model	6
Epidemiological-survey-based multidimensional modeling for understanding daily mobility during the COVID-19 pandemic across urban-rural gradient in the Chinese mainland	6
Visual effects of a forward-curled 3D map of the Forbidden City with eye-tracking	6
i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity	6
A power-law-based approach to mapping COVID-19 cases in the United States	5
A framework for upscaling aboveground biomass from an individual tree to landscape level and qualifying the multiscale spatial uncertainties for secondary forests	5
Cross-modal feature interaction network for heterogeneous change detection	5
Quantitative spatiotemporal impact of dynamic population density changes on the COVID-19 pandemic in China’s mainland	5
Predicting soil nutrients with PRISMA hyperspectral data at the field scale: the Handan (south of Hebei Province) test cases	5
STCD: efficient Siamese transformers-based change detection method for remote sensing images	5
An enhanced tropospheric fusion model based on China’s National continuously operating reference stations	5
Influence of ground control point reliability and distribution on UAV photogrammetric 3D mapping accuracy	5
Design and performance evaluation of a novel ranging signal based on an LEO satellite communication constellation	5
Extracting iceberg freeboard using shadow length in high-resolution optical images	5
Unravel the spatio-temporal patterns and their nonlinear relationship with correlates of dockless shared bikes near metro stations	5
Determination of Helmert transformation parameters for continuous GNSS networks: a case study of the Géoazur GNSS network	5
Evaluating the spatiotemporal patterns of GPP and tree growth for their response to CO 2 fertilization effects in mid-latitude forests of China	5
Crowdsourcing geographic information for terrorism-related disaster awareness and mitigation: perspectives and challenges	5
Progress and perspectives of point cloud intelligence	5
Glacier melt detection at different sites of Greenland ice sheet using dual-polarized Sentinel-1 images	5
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet	5
In-flight performance analysis of the navigation augmentation payload on LEO communication satellite: a preliminary study on WT01 mission	4
Identifying vehicle types from trajectory data based on spatial-semantic information	4
BDS PPP ambiguity resolution using B1I/B2I/B3I/B1C/B2a observations with regional reference network augmentation	4
Latent spectral-spatial diffusion model for single hyperspectral super-resolution	4
Mapping and analyzing the local climate zones in China’s 32 major cities using Landsat imagery based on a novel convolutional neural network	4
Estimating China’s poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques	4
LEO Enhanced Global Navigation Satellite System (LeGNSS): progress, opportunities, and challenges	4
Wave retrieval from quad-polarized Chinese Gaofen-3 SAR image using an improved tilt modulation transfer function	4
Social inequity of park accessibility in Taiyuan: highlighting the unfair layout of parks in second-tier cities of China and the relative role of contributors	4
Analyzing the observational capabilities of a Moon-based platform for monitoring Earth’s outgoing radiation	4
A novel Short-time Fourier transform-based algorithm for detection of wandering in the patients with Alzheimer’s disease	4
Structure and performance analysis of fusion positioning system with a single 5G station and a single GNSS satellite	4
How to determine city hierarchies and spatial structure of a megaregion?	4
A time-series-based model to detect homogeneous regions of residents’ dynamic living habits	4
Assessment of groundwater potential using multi-criteria decision analysis and geoelectrical surveying	4
In memoriam Prof. Dr.-Ing. Dr. h.C. mult. Friedrich (Fritz) Ackermann 1929 – 2021	4
Multi-sensor InSAR time series fusion for long-term land subsidence monitoring	4
Correction	4
FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism	4
Land cover classification from remote sensing images based on multi-scale fully convolutional network	3
Evaluating COVID-19’s impacts on Puerto Rican’s travel behaviors	3
Evaluation and adjustment of the radiometric degradation of HY-1B satellite COCTS via a stable marine site	3
An ontology-based web decision support system to find entertainment points of interest in an urban area	3
Application of the Point-Descriptor-Precedence representation for micro-scale traffic analysis at a non-signalized T-junction	3
Pan-tropical daily L-band microwave land surface emissivity retrieval from GNSS-R observations	3
Analysis of the temporal and spatial characteristics of lunar reconnaissance orbiter’s orbit error based on multi-coverage narrow angle camera images	3
Evaluation of optical and microwave-derived vegetation indices for monitoring aboveground biomass over China	3
Modified aquila optimizer for forecasting oil production	3
An innovative method for measuring the hysteresis effects of soil moisture on meteorological variables at various time scales and climate conditions	3
Forest terrain and canopy height estimation using stereo images and spaceborne LiDAR data from GF-7 satellite	3
Fully automatic DOM generation method based on optical flow field dense image matching	3
Integrating hydrologic modeling and satellite remote sensing to assess the performance of sprinkler irrigation	3
Internet intelligent remote sensing scientific experimental satellite LuoJia3-01	3
Assessing multi-spatial driving factors of urban land use transformation in megacities: a case study of Guangdong–Hong Kong–Macao Greater Bay Area from 2000 to 2018	3
Developing a GIS-based rough fuzzy set granulation model to handle spatial uncertainty for hydrocarbon structure classification, case study: Fars domain, Iran	3
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	3
Stronger compact representations of object trajectories	3
NDVI time-series data reconstruction for spatial-temporal dynamic monitoring of Arctic vegetation structure	3
Assessing urban renewal opportunities by combining 3D building information and geographic big data	3
The ATL08 as a height reference for the global digital elevation models	3
Improving atmospheric CO 2 retrieval based on the collaborative use of Greenhouse gases Monitoring Instrument and Directional Polarimetric Camera sensors on Chinese	3
Performance investigation of LAMBDA and bootstrapping methods for PPP narrow-lane ambiguity resolution	3
Evaluation of Landsat 8 image pansharpening in estimating soil organic matter using multiple linear regression and artificial neural networks	3
Beaver pond identification from multi-temporal and multi- sourced remote sensing data	3
Precise orbit determination for LEO satellites: single-receiver ambiguity resolution using GREAT products	3
Indoor positioning based on tightly coupling of PDR and one single Wi-Fi FTM AP	3
Adaptive weighted multi-view subspace clustering method for recognizing urban functions from multi-source social sensing data	3

Spatio-temporal data fusion techniques for modeling digital twin City	3
Remote marine precise point positioning with baseline length and troposphere-constrained models of the receivers for the oceanographic research vessel	3
Quality assessment of volunteered geographic information for outdoor activities: an analysis of OpenStreetMap data for names of peaks in Japan	3
Innovative remote sensing methodologies and applications in coastal and marine environments	3
Unraveling environmental influences on the spatial and temporal dynamics of cyanobacterial blooms in Lake Erhai during its early stage of eutrophication	2
Correction	2
An adaptive Markov chain algorithm applied over map-matching of vehicle trip GPS data	2
Improving signal strength of tree rings for paleoclimate reconstruction by micro-hyperspectral imaging	2
WDCIP: spatio-temporal AI-driven disease control intelligent platform for combating COVID-19 pandemic	2
Domain adaptation hyperspectral image fusion based on spatial-spectral domain separation	2
Resampling in neural networks with application to spatial analysis	2
Ortho-NeRF: generating a true digital orthophoto map using the neural radiance field from unmanned aerial vehicle images	2
Enhanced sensor web services by incorporating IoT interface protocols and spatio-temporal data streams for edge computing-based sensing	2
Global road extraction using a pseudo-label guided framework: from benchmark dataset to cross-region semi-supervised learning	2
Urban tree species classification using multisource satellite remote sensing data and street view imagery	2
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	2
Learning the spatial co-occurrence for browsing interests extraction of domain users on public map service platforms	2
Mapping local-scale working population and daytime population densities using points-of-interest and nighttime light satellite imageries	2
Advanced method for compiling a high-resolution gridded anthropogenic CO 2 emission inventory at a regional scale	2
Using machine learning and satellite data from multiple sources to analyze mining, water management, and preservation of cultural heritage	2
Evidence of vegetation greening benefitting from the afforestation initiatives in China	2
The impacts of the COVID-19 pandemic on multimodal human mobility in London: A perspective of decarbonizing transport	2
An MPI-based parallel genetic algorithm for multiple geographical feature label placement based on the hybrid of fixed-sliding models	2
Spatio-temporal intention learning for recommendation of next point-of-interest	2
Narrow road extraction from high-resolution remote sensing images: SWGE-Net and MSIF-Net	2
Mapping ground deformation in the northern Yangtze River estuary using improved MT-InSAR based on ICA and non-stationary analysis	2
Potentiality of Landsat-9 for early-season mapping of winter garlic and winter wheat	2
Performance evaluation and future prospects of capsule robot localization technology	2
Analysis of sea ice conditions and navigability in the Arctic Northeast Passage during the summer from 2002-2021	2
Classification of urban interchange patterns using a model combining shape context descriptor and graph convolutional neural network	2
3D reconstruction of spherical images: a review of techniques, applications, and prospects	2
Measuring the gravity potential between two remote sites with CVSTT technique using two hydrogen clocks	2
Determining the new height of Mount Qomolangma based on the International Height Reference System	2
Friedrich Ackermann’s scientific research program	2
Accurate solution of the SAIL model by leaf inclination angle calculation based on laser point clouds	2
Extended linear regression model for vessel trajectory prediction with a-priori AIS information	2
Understanding the impact of modifiable areal unit problem on urban vitality and its built environment factors	2
Multi-level representation learning via ConvNeXt-based network for unaligned cross-view matching	2
Area extraction and growth monitoring of sugarcane from multi-source remote sensing images under a polarimetric SAR data compensation based on buildings	2
RB-TRNet: a regularity-guided and boundary-aware architecture for toponym recognition from Chinese text	2
Isolating the direct and indirect impacts of urbanization on vegetation carbon sequestration capacity in a large oasis city: evidence from Urumqi, China	2
An analysis of close approaches and probability of collisions between LEO resident space objects and mega constellations	2
High-performance solutions of geographically weighted regression in R	2