Big spatial vector data management: a review
Spatial vector data with high-precision and wide-coverage has exploded globally, such as
land cover, social media, and other data-sets, which provides a good opportunity to enhance …
land cover, social media, and other data-sets, which provides a good opportunity to enhance …
Assessing the state of the art in Discrete Global Grid Systems: OGC criteria and present functionality
B Bondaruk, SA Roberts, C Robertson - Geomatica, 2020 - cdnsciencepub.com
The continuous growth of available geospatial data requires new methods for its integration,
analysis, and visualization to be explored and implemented in software available to the …
analysis, and visualization to be explored and implemented in software available to the …
Review on integrating geospatial big datasets and open research issues
Big data and geographic information systems (GIS) are two technologies that have
increasingly influenced many areas in the last 10 years and will continue to improve and …
increasingly influenced many areas in the last 10 years and will continue to improve and …
Decentralized geoprivacy: leveraging social trust on the distributed web
Despite several high-profile data breaches and business models that commercialize user
data, participation in social media networks continues to require users to trust corporations …
data, participation in social media networks continues to require users to trust corporations …
Area and shape distortions in open-source discrete global grid systems
ABSTRACT A Discrete Global Grid System (DGGS) is a type of spatial reference system that
tessellates the globe into many individual, evenly spaced, and well-aligned cells to encode …
tessellates the globe into many individual, evenly spaced, and well-aligned cells to encode …
The M³ massive movement model: a distributed incrementally updatable solution for big movement data exploration
Exploratory analysis is an important tool to formulate hypotheses about data and build data-
driven models. To efficiently explore massive movement datasets, researcher and analysts …
driven models. To efficiently explore massive movement datasets, researcher and analysts …
Advancing digital earth modeling: Hexagonal multi-structural elements in icosahedral DGGS for enhanced geospatial data processing
X Huang, J Ding, J Ben, J Zhou, Q Liang… - Environmental Modelling & …, 2024 - Elsevier
Abstract Discrete Global Grid Systems (DGGSs) employ uniform cells for hierarchical Earth
surface representation. However, prevalent software systems stemming from DGGS only …
surface representation. However, prevalent software systems stemming from DGGS only …
Unified Multi-structural Element Modeling Methods Using Icosahedral Discrete Global Grid Systems
X Huang, J Ding, J Ben, J Zhou, Q Liang - Mathematical Geosciences, 2024 - Springer
Discrete global grid systems (DGGS), which provide the reference framework for next-
generation Digital Earth, recursively divide the Earth's surface into discrete multi-resolution …
generation Digital Earth, recursively divide the Earth's surface into discrete multi-resolution …
Spatial prediction of sparse events using a discrete global grid system; a case study of hate crimes in the USA
M Jendryke, SC McClure - International Journal of Digital Earth, 2021 - Taylor & Francis
Spatial prediction of any geographic phenomenon can be an intractable problem. Predicting
sparse and uncertain spatial events related to many influencing factors necessitates the …
sparse and uncertain spatial events related to many influencing factors necessitates the …
[HTML][HTML] Employing discrete global grid systems for reproducible data obfuscation
G Caspari, J dos Santos Manuel, A Gago-Silva… - Scientific data, 2024 - nature.com
Archaeological heritage worldwide is threatened through deliberate destruction in particular
site looting making the location of archaeological sites potentially sensitive data. At the same …
site looting making the location of archaeological sites potentially sensitive data. At the same …