Geospatial big data handling with high performance computing: Current approaches and future directions

Z Li - High Performance Computing for Geospatial …, 2020 - Springer
… Since HDFS and NoSQL databases are not designed to store and manage geospatial
the needed data, such as specific image tiles for raster data or specific geometries for vector …

Spatial data management in apache spark: the geospark perspective and beyond

J Yu, Z Zhang, M Sarwat - GeoInformatica, 2019 - Springer
Spatial database operations are deemed vital for spatial analysis and spatial data mining. …
The intuition is that we want to produce map image tiles [46] in parallel instead of outputting a …

[图书][B] Spatial data science: With applications in R

E Pebesma, R Bivand - 2023 - taylorfrancis.com
… of concepts associated with handling spatial and spatiotemporal data, pointing forward to later
… The natural way for image or raster data is already to store them in matrices; time series of …

BIM big data storage in WebVRGIS

Z Lv, X Li, H Lv, W Xiu - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
… model is proposed for BIM geospatial big data management. … on spatial database technology,
and has storage management … , elevation data, image data, 3-D model mesh data, and 3-D …

Multi-model databases: a new journey to handle the variety of data

J Lu, I Holubová - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
… of multi-model data management with a concrete small example … data in many applications,
and thus a number of databasesdatabases, XML databases, spatial databases, or RDF …

Image retrieval from remote sensing big data: A survey

Y Li, J Ma, Y Zhang - Information Fusion, 2021 - Elsevier
imagery is often stored in a special database system [68,69]. With the rapid growth of RS
data, the traditional structured related database … of managing RS big data. Accordingly, more …

[图书][B] Probabilistic databases

D Suciu, D Olteanu, C Ré, C Koch - 2022 - books.google.com
… The series will publish 50- to 125 page publications on topics pertaining to data management.
The scope will largely follow the purview of premier information and computer science …

A spatial database of health facilities managed by the public health sector in sub Saharan Africa

J Maina, PO Ouma, PM Macharia, VA Alegana, B Mitto… - Scientific data, 2019 - nature.com
… The images or other third party material in this article are included in the article’s Creative
Commons license, unless indicated otherwise in a credit line to the material. If material is not …

An overview of platforms for big earth observation data management and analysis

VCF Gomes, GR Queiroz, KR Ferreira - Remote Sensing, 2020 - mdpi.com
… The EarthServer project has a WCPS implementation using the RasDaMan array database
… a data catalog that stores a large repository of geospatial data, including optical imagery of a …

[HTML][HTML] Big Earth data: disruptive changes in Earth observation data management and analysis?

M Sudmanns, D Tiede, S Lang… - … Journal of Digital …, 2020 - Taylor & Francis
… on state-of-the-art data cubes and array databases in particular, including technical reports,
… The traditional approach of downloading image data to personal storage devices and …