Transactions in GIS

Article	Citations
LiDAR point cloud and ICESat‐2 evaluation of 1 second global digital elevation models: Copernicus wins	66
A review of GIS methodologies to analyze the dynamics of COVID‐19 in the second half of 2020	50
Evaluating healthcare resource inequality in Beijing, China based on an improved spatial accessibility measurement	47
Using a system of equations to assess the determinants of the walking behavior of older adults	28
Analysis of spatiotemporal mobility of shared‐bike usage during COVID‐19 pandemic in Beijing	27
Investigations of disaster information representation from a geospatial perspective: Progress, challenges and recommendations	26
Mask R‐CNN‐based building extraction from VHR satellite data in operational humanitarian action: An example related to Covid‐19 response in Khartoum, Sudan	26
Symbolic and subsymbolicGeoAI: Geospatial knowledge graphs and spatially explicit machine learning	24
Object‐based large‐scale terrain classification combined with segmentation optimization and terrain features: A case study in China	23
Network optimization approach to delineating health care service areas: Spatially constrained Louvain and Leiden algorithms	22
Analysis of urban agglomeration structure through spatial network and mobile phone data	21
Comparing the space‐time patterns of high‐risk areas in different waves of COVID‐19 in Hong Kong	20
Reference study of CityGML software support: The GeoBIM benchmark 2019—Part II	19
A survey of road feature extraction methods from raster maps	19
Improving OpenStreetMap missing building detection using few‐shot transfer learning in sub‐Saharan Africa	18
Spatially oriented convolutional neural network for spatial relation extraction from natural language texts	18
A privacy‐preserving framework for location recommendation using decentralized collaborative machine learning	18
ChineseTR: A weakly supervised toponym recognition architecture based on automatic training data generator and deep neural network	17
The challenges of integrating explainable artificial intelligence into GeoAI	17
Segregation or integration? Exploring activity disparities between migrants and settled urban residents using human mobility data	17
Simulating multi‐exit evacuation using deep reinforcement learning	16
Terraces mapping by using deep learning approach from remote sensing images and digital elevation models	16
Data‐driven polyline simplification using a stacked autoencoder‐based deep neural network	16
Incorporating spatial autocorrelation into house sale price prediction using random forest model	16
Geoscience Knowledge Graph (GeoKG): Development, construction and challenges	16

Swarm‐based optimizer for convolutional neural network: An application for flood susceptibility mapping	16
Ubiquitous geographic information in the emergent Metaverse	15
An analysis of the spatial and temporal distribution of large‐scale data production events in OpenStreetMap	15
GIScience and neighborhood change: Toward an understanding of processes of change	15
Building function classification in Nanjing, China, using deep learning	14
Highlighting recent trends in open source geospatial science and software	14
Modeling urban regions: Comparing random forest and support vector machines for cellular automata	14
Road intersection identification from crowdsourced big trace data using Mask‐RCNN	13
“GIS works!”—But why, how, and for whom? Findings from a systematic review	13
A multilayer mobility network approach to inferring urban structures using shared mobility and taxi data	13
A high‐efficiency global model of optimization design of impervious surfaces for alleviating urban waterlogging in urban renewal	13
Reference study of IFC software support: The GeoBIM benchmark 2019—Part I	13
Design and development of a web‐based interactive twin platform for watershed management	13
Incorporating spatial information in machine learning: The Moran eigenvector spatial filter approach	12
Corporate editors in OpenStreetMap: Investigating co‐editing patterns	12
Mining crowdsourced trajectory and geo‐tagged data for spatial‐semantic road map construction	11
Regional variations of context‐based association rules in OpenStreetMap	11
Automatic content‐based georeferencing of historical topographic maps	11
Acceptance of open source geospatial software: Assessing QGIS in South Africa with the UTAUT2 model	11
Exploring the spatial disparity of home‐dwelling time patterns in the USA during the COVID‐19 pandemic via Bayesian inference	11
Optimal interpolation method to predict the bathymetry of Saldanha Bay	11
PrivyTo: A privacy‐preserving location‐sharing platform	10
Integrating a deep forest algorithm with vector‐based cellular automata for urban land change simulation	10
Comparison on two case‐based reasoning strategies of automatically selecting terrain covariates for digital soil mapping	10
Utility of collaborative GIS for maritime spatial planning: Design and evaluation of Baltic Explorer	10
Improving trajectory estimation using 3D city models and kinematic point clouds	10
Unraveling the relationship between geomorphodiversity and sediment connectivity in a small alpine catchment	10
Flood susceptibility assessment using hybrid machine learning and remote sensing in Quang Tri province, Vietnam	10
Spatial modeling of migration using GIS‐based multi‐criteria decision analysis: A case study of Iran	10
Geomorphometric analysis of the natural and anthropogenic seascape of Naples (Italy): A high‐resolution morpho‐bathymetric survey	10
Loose programming of GIS workflows with geo‐analytical concepts	10
Urban spatial epidemic simulation model: A case study of the second COVID‐19 outbreak in Beijing, China	9
From consistency to flexibility: A simplified database schema for the management of CityJSON 3D city models	9
Flood risk map from hydrological and mobility data: A case study in São Paulo (Brazil)	9
A comparison of proximity and accessibility drivers in simulating dynamic urban growth	9
Evaluating the effectiveness and efficiency of risk communication for maps depicting the hazard of COVID‐19	9
The US COVID Atlas: A dynamic cyberinfrastructure surveillance system for interactive exploration of the pandemic	9
Suitability assessment of global, continental and national digital elevation models for geomorphological analyses in Italy	9
Prediction of tourist flow based on multi‐source traffic data in scenic spot	9
Slope, aspect, and hillshade algorithms for non‐square digital elevation models	8
Address points of landmarks and paratransit services as a credible reference database for geocoding	8
Applications of geospatial big data in the Internet of Things	8
Trajectory similarity measurement: An enhanced maximal travel match method	8
Agricultural land partitioning model based on irrigation efficiency using a multi‐objective artificial bee colony algorithm	8
Fluvial inverse modeling for inferring the timing of Quaternary uplift in the Simbruini range (Central Apennines, Italy)	8
A gaze‐based interaction method for large‐scale and large‐space disaster scenes within mobile virtual reality	8
A hierarchical spatial unit partitioning approach for fine‐grained urban functional region identification	7
A points of interest matching method using a multivariate weighting function with gradient descent optimization	7
A hierarchical indoor and outdoor model for semantic trajectories	7
User experiences of using a spatial analysis tool in collaborative GIS for maritime spatial planning	7

Measuring rural access for SDG 9.1.1	7
EVKG: An interlinked and interoperable electric vehicle knowledge graph for smart transportation system	7
Identification and analysis of urban influential regions using spatial interaction networks	7
A scoping review on the use, processing and fusion of geographic data in virtual assistants	7
Navigation network derivation for QR code‐based indoor pedestrian path planning	7
Tensor‐CA: A high‐performance cellular automata model for land use simulation based on vectorization and GPU	7
Necropolis of Palazzone in Perugia: Geomatic data integration for 3D modeling and geomorphology of underground sites	7
Ranking of VGI contributor reputation using an evaluation‐based weighted pagerank	7
The max‐p‐compact‐regions problem	7
3D building model simplification method considering both model mesh and building structure	7
Multisource spatial data integration for use cases applications	7
Revealing temporal stay patterns in human mobility using large‐scale mobile phone location data	7
Quickly locating POIs in large datasets from descriptions based on improved address matching and compact qualitative representations	7
Modeling the geospatial dynamics of residential segregation in three Canadian cities: An agent‐based approach	7
A geographically partitioned cellular automata model for the expansion of residential areas	7
Geospatial socio‐economic/demographic data: The existence of spatial autocorrelation mixtures in georeferenced data—Part I	7
A deep learning method for creating globally applicable population estimates from sentinel data	6
Identification of drainage patterns using a graph convolutional neural network	6
Multimodal travel‐time maps with formally correct and schematic isochrones	6
A new model combining building block displacement and building block area reduction for resolving spatial conflicts	6
Putting humans back in the loop of machine learning in Canadian smart cities	6
Integrating multimedia documents and time‐evolving 3D city models for web visualization and navigation	6
A modular graph transformation rule set for IFC‐to‐CityGML conversion	6
Contour line simplification method based on the two‐level Bellman–Ford algorithm	6
A web text mining approach for the evaluation of regional characteristics at the town level	6
Cyberinfrastructure and intelligent spatial decision support systems	6
Spatio‐temporal patterns of malaria incidence in Rwanda	6
Computing geographical access to services: The design of a client–server solution that incorporates multiple transport modes	6
Spatial social networks for the humanities: A visualization and analytical model	6
Advances in techniques to formulate the watertight concept for cadastre	6
Behavior‐based POI recommendation for small groups in location‐based social networks	6
A collaborative GIS programming course using GitHub Classroom	6
Deep learning fusion of satellite and social information to estimate human migratory flows	6
Many‐objective land use planning using a hypercube‐based NSGA‐III algorithm	6
Social media insights on public perception and sentiment during and after disasters: The European floods in 2021 as a case study	6
Comparison of digital elevation models through the analysis of geomorphic surface remnants in the Desatoya Mountains, Nevada	6
An investigation into longitudinal forms of gullies within the “Grand Canyon” of Bengal, Eastern India	6
A new method for automatic and accurate coded target recognition in oblique images to improve augmented reality precision	6
Are spatial patterns of Covid‐19 changing? Spatiotemporal analysis over four waves in the region of Cantabria, Spain	6
Solving location‐allocation problems with professional optimization software	6
Inter‐city association pattern recognition by constructing cultural semantic similarity network	6
Personalized landmark adaptive visualization method for pedestrian navigation maps: Considering user familiarity	6
Operationalizing places in GIScience: A review	6
Geospatial socio‐economic/demographic data: The existence of spatial autocorrelation mixtures in georeferenced data—Part II	5
Street‐level traffic flow and context sensing analysis through semantic integration of multisource geospatial data	5
GIS‐based spatiotemporal analysis of forest fires in Turkey from 2010 to 2020	5
Dynamic spatio‐temporal flow modeling with raster DEMs	5
Ecological indicators from spatial statistics to describe the Atlantic fangtooth moray distribution in the Mediterranean Sea	5
Towards a holistic framework for delivering quality GIS education within and across disciplines	5
Framework for constructing multimodal transport networks and routing using a graph database: A case study in London	5
Rethinking the regularity in mobility patterns of personal vehicle drivers: A multi‐city comparison using a feature engineering approach	5
MultiscaleDTM: An open‐source R package for multiscale geomorphometric analysis	5
Understanding and predicting the spatio‐temporal spread of COVID‐19 via integrating diffusive graph embedding and compartmental models	5
A deep trajectory clustering method based on sequence‐to‐sequence autoencoder model	5
Polygonal simplification and its use in DEM generalization for land surface segmentation	5
PyCLiPSM: Harnessing heterogeneous computing resources on CPUs and GPUs for accelerated digital soil mapping	5
There is no way! Ternary qualitative spatial reasoning for error detection in map data	5
The spatial and temporal dynamics of voter preference determinants in four U.S. presidential elections (2008–2020)	5
Discovering transition patterns among OpenStreetMap feature classes based on the Louvain method	5
A statistical method for analyzing agglomeration zones of co‐location between diverse facilities on a street network	5
Positional error modeling of sky‐view factor measurements within urban street canyons	5
An improved optimization model for crowd evacuation considering individual exit choice preference	5
DeepSSN: A deep convolutional neural network to assess spatial scene similarity	5
An improved method for urban Walk Score calculation considering perception of the street environment	5
Creating open source composite geocoders: Pitfalls and opportunities	5
Human perception evaluation system for urban streetscapes based on computer vision algorithms with attention mechanisms	5
Towards the Internet of Water: Using graph databases for hydrological analysis on the Flemish river system	5
University students' perspectives on emergency online GIS learning amid the Covid‐19 pandemic	5
Recurrent origin–destination network for exploration of human periodic collective dynamics	5
On the spatiotemporal generalization of machine learning and ensemble models for simulating built‐up land expansion	5
A multilevel stratified spatial sampling approach based on terrain knowledge for the quality assessment of OpenStreetMap dataset in Hong Kong	4
Exploring the spatiotemporal relationships between search flows and travel flows	4
A comparison of obfuscation methods used for privacy protection: Exploring the challenges of polygon data in agricultural research	4
Multi‐hazard assessment using machine learning and remote sensing in the North Central region of Vietnam	4
GeoAI in the US Geological Survey for topographic mapping	4
Heterogeneous spatiotemporal copula‐based kriging for air pollution prediction	4
Geographic information system data considerations in the context of the enhanced bathtub model for coastal inundation	4
Clustering with implicit constraints: A novel approach to housing market segmentation	4
A comparative assessment of machine learning methods in extracting place functionality from textual content	4
Visual supervision of large‐scope heat source factories based on knowledge graph	4

Emerging topics in 3D GIS	4
Effective PPGIS in spatial decision‐making: Reflecting participant priorities by illustrating the implications of their choices	4
UD‐SV: Urban data services and visualization framework for sharing multidisciplinary research	4
A classification framework and computational methods for human interaction analysis using movement data	4
Visualizing spatiotemporal patterns of city service demand through a space‐time exploratory approach	4
Semantic integration of OpenStreetMap and CityGML with formal concept analysis	4
Integrating drones, participatory mapping and GIS to enhance resiliency for remote villages	4
Estimating spatiotemporal aggregation scales by revisiting the spatiotemporal L‐function	4
Explainable artificial intelligence in the spatial domain (X‐GeoAI)	4
Temporal analysis of desertification vulnerability in Northeast Brazil using Google Earth Engine	4
A novel semantic recognition framework of urban functional zones supporting urban land structure analytics based on open‐source data	4
Recognition of crevasses with high‐resolution digital elevation models: Application of geomorphometric modeling and texture analysis	4
Point‐of‐interest detection from Weibo data for map updating	4
Research on the driving forces of urban hot spots based on exploratory analysis and binary logistic regression model	4
Models of cultural heritage buildings in a procedurally generated geospatial environment	4
Multi‐camera video synopsis of a geographic scene based on optimal virtual viewpoint	4
Spatiotemporal retrieval of dynamic video object trajectories in geographical scenes	4
gsstSIM: A high‐performance and synchronized similarity analysis method of spatiotemporal trajectory based on grid model representation	4
Conflating linear features using turning function distance: A new orientation‐sensitive similarity measure	4
Multi‐scenario simulation of land use change based on MCR‐SD‐FLUS model: A case study of Nanchang, China	4
Integrating GIS and location modeling: A relational approach	4
Assessing the positional accuracy of perceptual landscape data: A study from Friuli Venezia Giulia, Italy	4
Spatio‐temporal neural network for taxi demand prediction using multisource urban data	4
A multi‐scale partitioning and aggregation method for large volumes of buildings considering road networks association constraints	4
Traffic volume prediction for scenic spots based on multi‐source and heterogeneous data	4
Geomorphometry and microelectronic metrology: Converged realms	4
FLCSS: A fuzzy‐based longest common subsequence method for uncertainty management in trajectory similarity measures	4
A family of models in support of realistic drug interdiction location decision‐making	4
	4
Important considerations about space‐time data: Modeling, scrutiny, and ratification	3
Analyzing accessibility to fire stations: A floating catchment area model for stochastic transportation networks with travel time correlation	3
Understanding China's resumption of work and production during the critical period of COVlD‐19 based on multi‐source data	3
STFTiS: Introducing a spatio‐temporal FTiS model to investigate the level of citizens' satisfaction of 311 non‐emergency services	3
Improving data quality of smartphone‐based activity–travel survey: A framework for data post‐processing	3
Construction of an open knowledge framework for geoscientific models	3
Development of sustainable wetland management strategies by using the analytical hierarchy process and web‐based GIS: A case study from Turkey	3
Effects of small‐group learning on the assessment of professional skills through a PBL activity	3
Building fuzzy areal geographical objects from point sets	3
Modelling underground cadastral survey data in CityGML	3
SSIKG: A framework for spatial‐semantic integrated indoor knowledge graph construction	3
Parcel‐level evaluation of urban land use efficiency based on multisource spatiotemporal data: A case study of Ningbo City, China	3
An integrated framework of global sensitivity analysis and calibration for spatially explicit agent‐based models	3
Theseus: A framework for managing knowledge graphs about geographical divisions and their evolution	3
Understanding patterns and competitions of short‐ and long‐term rental markets: Evidence from London	3
A spatially aware method for mapping movement‐based and place‐based regions from spatial flow networks	3
Volunteer reputation determination in crowdsourcing projects using latent class analysis	3
Spatial autocorrelation mixtures in geospatial disease data: An important global epidemiologic/public health assessment ingredient?	3
Decentralized management of ephemeral traffic incidents	3
NeuroSPE: A neuro‐net spatial relation extractor for natural language text fusing gazetteers and pretrained models	3
Integrating domain knowledge and graph convolutional neural networks to support river network selection	3
A framework for spatial regionalization composed of novel clustering‐based algorithms under spatial contiguity constraints	3
Understanding the correlation between destination distribution and urban built environment from taxi GPS data	3
A parallel multipoint viewshed analysis method for urban 3D building scenes	3
Adaptive digital elevation models construction method based on nonparametric regression	3
Exploring geographic hotspots using topological data analysis	3
Travel mode classification based on GNSS trajectories and open geospatial data	3
Length L‐function for network‐constrained point data	3
Analyzing the association between emotions and socioeconomic characteristics of census tracts via user‐generated content	3
Reconstructing spatial information diffusion networks with heterogeneous agents and text contents	3
Spatial analysis of soil erosion sensitivity using the Revised Universal Soil Loss Equation model in Nyamasheke District, Western Province of Rwanda	3
Land suitability mapping using GIS‐based ANP for residential zoning: Case research from central Iran	3
Pre‐dam valley reconstruction based on archival spatial data sources: Methods, accuracy, and 3D printing possibilities	3
Identification of parking spaces from multi‐modal trajectory data	3
Exploring the construction and application of spatial scene knowledge graphs considering topological relations	3
A geospatial workflow for the assessment of public transit system performance using near real‐time data	3
Overcoming unreported violence using place‐based ambulance data: The case for mapping hotspots based on health data for crime prevention initiatives	3
Improving pixel‐based classification of GRASS GIS with support vector machine	3
A cross‐linguistic study of spatial location descriptions in New Zealand English and Brazilian Portuguese natural language	3
Complex adaptive blended learning for higher GIS education: A theory‐driven pedagogy moving forward after the pandemic	3
A building polygonal object matching method based on minimum bounding rectangle combinatorial optimization and relaxation labeling	3
MapSafe: A complete tool for achieving geospatial data sovereignty	3
fsr: An R package for fuzzy spatial data handling	3
Hyper‐parameter optimization of gradient boosters for flood susceptibility analysis	3
Implementation of 3D spatial planning through the integration of the standards	3
A new index representative of seismic cracks to assess post‐seismic landslide susceptibility	3
PyCLKDE: A big data‐enabled high‐performance computational framework for species habitat suitability modeling and mapping	3
Evaluative image 2.0: A web mapping approach to capture people’s perceptions of a city	3
Effects of reverse geocoding on OpenStreetMap tag quality assessment	3
Understanding tourists' travel behavior before, during, and after the trip with data from social media platforms	3
Valuation of socio‐economic indicators for progressing urban sustainability under distinctive rubrics	2
Remote sensing classification approach to large‐scale crop cultivation identification: A case study of the Aral Sea Basin	2
An explanatory spatio‐temporal pattern analysis of the fruit industry in Xinjiang, China, between 1988 and 2017	2
Physically based morphostructural land surface segmentation: Case of the Alps and Western Carpathians	2
Comparing spatial interaction models and flow interpolation techniques for predicting “cold start” bike‐share trip demand	2
Interactive analysis of big geospatial data with high‐performance computing: A case study of partisan segregation in the United States	2
Travel time errors caused by geomasking might be different between transportation modes and types of urban area	2
A deep learning‐based SAR image change detection using spatial intuitionistic fuzzy C‐means clustering	2
Do image resolution and classifier choice impact island biogeographical parameters of terrestrial islands?	2
Spatial multi‐objective optimization of primary healthcare facilities: A case study in Singapore	2
GIS.LSP: A soft computing logic method and tool for geospatial suitability analysis	2
Madograms help to quantify mountain frontal zones—An approach towards comparative spatial analysis of complex landforms	2
From auxiliary data to research prospects, a review of gridded population mapping	2
	2
Accuracy of vacant housing detection models: An empirical evaluation using municipal and national census datasets	2
Linear feature conflation: An optimization‐based matching model with connectivity constraints	2