Geospatial Data Clustering in Network Space: A Survey
Sign Up to like & getrecommendations! Published in 2025 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.70023
Abstract: Geospatial data enhances traditional datasets by integrating spatial and temporal dimensions, facilitating advanced visualizations and comprehensive analytical insights. As a fundamental aspect of geospatial analytics, geospatial data clustering (GDC) has become a prominent area of… read more here.
Keywords: clustering network; geospatial data; network space; data clustering ... See more keywords
Networks of need: a geospatial analysis of secondary cities
Sign Up to like & getrecommendations! Published in 2019 at "Applied Network Science"
DOI: 10.1007/s41109-019-0229-x
Abstract: IntroductionUrbanization and the continued growth of cities, both demographically and spatially, are topics of research studied across a range of disciplines in the urban millennium — a time in history when the majority of people… read more here.
Keywords: research; networks need; need geospatial; secondary cities ... See more keywords
Geospatial data for peer-to-peer communication among autonomous vehicles using optimized machine learning algorithm
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-71197-6
Abstract: The transportation infrastructure of the future will be based on autonomous vehicles. When it comes to transportation, both emerging and established nations are keen on perfecting systems based on autonomous vehicles. Transportation authorities in the… read more here.
Keywords: data peer; autonomous vehicles; geospatial data; machine learning ... See more keywords
MatchingLand, geospatial data testbed for the assessment of matching methods
Sign Up to like & getrecommendations! Published in 2017 at "Scientific Data"
DOI: 10.1038/sdata.2017.180
Abstract: This article presents datasets prepared with the aim of helping the evaluation of geospatial matching methods for vector data. These datasets were built up from mapping data produced by official Spanish mapping agencies. The testbed… read more here.
Keywords: assessment matching; matchingland geospatial; testbed assessment; data testbed ... See more keywords
Geospatial data conflation: a formal approach based on optimization and relational databases
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Geographical Information Science"
DOI: 10.1080/13658816.2020.1778001
Abstract: ABSTRACT Geospatial data conflation is aimed at matching counterpart features from two or more data sources in order to combine and better utilize information in the data. Due to the importance of conflation in spatial… read more here.
Keywords: conflation; data conflation; relational databases; optimization relational ... See more keywords
A georeferenced graph model for geospatial data matching by optimising measures of similarity across multiple scales
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Geographical Information Science"
DOI: 10.1080/13658816.2020.1858301
Abstract: ABSTRACT The growth of georeferenced data sources calls for advanced matching methods to improve the reliability of geospatial data processing, such as map conflation. Existing matching methods mainly focus on similarity measures at the entity… read more here.
Keywords: data matching; similarity; georeferenced graph; model ... See more keywords
Streamlining geospatial data processing for pluvial flood modeling and mitigation planning in urban environments
Sign Up to like & getrecommendations! Published in 2025 at "Urban Water Journal"
DOI: 10.1080/1573062x.2025.2560550
Abstract: ABSTRACT A modeling framework was implemented to streamline the generation of hydrodynamic pluvial flood models from geospatial data. The geoprocessing methods were specifically tailored towards the parametrization of Nature-based Solutions (NBS) in urban environments. Model… read more here.
Keywords: streamlining geospatial; geospatial data; mitigation; pluvial flood ... See more keywords
Multidimensional and quantitative interlinking approach for Linked Geospatial Data
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Digital Earth"
DOI: 10.1080/17538947.2016.1266041
Abstract: ABSTRACT Linked Data is known as one of the best solutions for multisource and heterogeneous web data integration and discovery in this era of Big Data. However, data interlinking, which is the most valuable contribution… read more here.
Keywords: linked data; quantitative interlinking; multidimensional quantitative; approach ... See more keywords
RTGDC: a real-time ingestion and processing approach in geospatial data cube for digital twin of earth
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Digital Earth"
DOI: 10.1080/17538947.2024.2365386
Abstract: ABSTRACT The emergence of the Digital Twin of Earth (DTE) signifies a pivotal advancement in the field of the Digital Earth, which includes observations, simulations, and predictions regarding the state of the Earth system and… read more here.
Keywords: real time; time; ingestion processing; geospatial data ... See more keywords
A question-answering framework for geospatial data retrieval enhanced by a knowledge graph and large language models
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Digital Earth"
DOI: 10.1080/17538947.2025.2510566
Abstract: ABSTRACT The rapid advancement of Earth observation technologies has resulted in an explosive growth of geoscientific data. Efficient retrieval of such data is essential but often challenging, especially for non-experts, due to decentralized data sources… read more here.
Keywords: large language; knowledge; geospatial data; language ... See more keywords
Pavement surface condition estimation based on geospatial modelling
Sign Up to like & getrecommendations! Published in 2017 at "Annals of GIS"
DOI: 10.1080/19475683.2017.1325404
Abstract: ABSTRACT All transportation management agencies face the yearly challenge of inspecting the condition of myriad miles of road surface. With routinely acquired and publicly available geospatial data and geospatial modelling techniques, there is potential to… read more here.
Keywords: overall pavement; surface; condition; pavement surface ... See more keywords