Geospatial big data handling theory and methods: A review and research challenges

S Li, S Dragicevic, FA Castro, M Sester, S Winter… - ISPRS journal of …, 2016 - Elsevier
Big data has now become a strong focus of global interest that is increasingly attracting the
attention of academia, industry, government and other organizations. Big data can be …

Comparative Study on Query Processing and Indexing Techniques in Big Data

PK Sadineni - 2020 3rd International Conference on Intelligent …, 2020 - ieeexplore.ieee.org
Data world is ruling us since last decade. The rapidity at which heterogeneous data is being
generated from various bases such as social networks and media, mobile devices, e …

Defining and designing spatial queries: the role of spatial relationships

A Chaves Carniel - Geo-spatial Information Science, 2023 - Taylor & Francis
Spatial relationships are core components in the design and definition of spatial queries. A
spatial relationship determines how two or more spatial objects are related or connected in …

A digital twin decision support system for the urban facility management process

A Bujari, A Calvio, L Foschini, A Sabbioni, A Corradi - Sensors, 2021 - mdpi.com
The ever increasing pace of IoT deployment is opening the door to concrete
implementations of smart city applications, enabling the large-scale sensing and modeling …

Fast and flexible conversion of geohash codes to and from latitude/longitude coordinates

R Moussalli, M Srivatsa, S Asaad - 2015 IEEE 23rd annual …, 2015 - ieeexplore.ieee.org
Insights extracted from spatial queries in geodatabase systems introduce significant
opportunities for business intelligence. However, geodatabases are unable to keep up with …

How good are modern spatial libraries?

V Pandey, A van Renen, A Kipf, A Kemper - Data Science and …, 2021 - Springer
Many applications today like Uber, Yelp, Tinder, etc. rely on spatial data or locations from its
users. These applications and services either build their own spatial data management …

Clustering big data based on distributed fuzzy K-medoids: An application to geospatial informatics

MM Madbouly, SM Darwish, NA Bagi… - IEEE Access, 2022 - ieeexplore.ieee.org
The advent of big data related to spatial position knowledge, called geospatial big data,
provides us with opportunities to recognize the urban environment. Existing database …

An efficient approach for big data processing using spatial Boolean queries

P Dadheech, D Goyal, S Srivastava… - Journal of Statistics …, 2018 - Taylor & Francis
The web is being used more and more by users of mobile devices. In addition, it is
increasingly possible to track the user's location, which provides immense opportunities in …

A geographic meshing and coding method based on adaptive Hilbert-Geohash

N Guo, W Xiong, Y Wu, L Chen, N Jing - IEEE Access, 2019 - ieeexplore.ieee.org
Geographic meshing system is an essential technology in the digital earth framework and
has essential applications in the integration and organization of heterogeneous spatial data …

G-HBase: A high performance geographical database based on HBase

H Van Le, A Takasu - IEICE TRANSACTIONS on Information and …, 2018 - search.ieice.org
With the recent explosion of geographic data generated by smartphones, sensors, and
satellites, a data storage that can handle the massive volume of data and support high …