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Applications of geospatial big data in the Internet of Things
DS Silva, M Holanda - Transactions in GIS, 2022 - Wiley Online Library
Abstract The Internet of Things (IoT) paradigm represents networks of objects that, without
requiring human action, sense and interact with the environment, collect data, and transmit …
requiring human action, sense and interact with the environment, collect data, and transmit …
A survey of big data analytics for smart forestry
Accurate and reliable forestry data can be obtained by means of continuous monitoring of
forests using advanced technologies, which provides a major opportunity for the …
forests using advanced technologies, which provides a major opportunity for the …
Beast: Scalable exploratory analytics on spatio-temporal data
This paper introduces the open-source Beast system for scalable exploratory data science
on big spatio-temporal data. Beast is based on well-established research and has been …
on big spatio-temporal data. Beast is based on well-established research and has been …
Understanding and improving information extraction from online geospatial data visualizations for screen-reader users
Prior work has studied the interaction experiences of screen-reader users with simple online
data visualizations (eg, bar charts, line graphs, scatter plots), highlighting the …
data visualizations (eg, bar charts, line graphs, scatter plots), highlighting the …
SpatialSSJP: QoS-aware adaptive approximate stream-static spatial join processor
The widespread adoption of Internet of Things (IoT) motivated the emergence of mixed
workloads in smart cities, where fast arriving geo-referenced big data streams are joined …
workloads in smart cities, where fast arriving geo-referenced big data streams are joined …
HexTile: A hexagonal DGGS-based map tile algorithm for visualizing big remote sensing data in spark
The advent of the era of big remote sensing data has transformed traditional data
management and analysis models, among which visualization analysis has gradually …
management and analysis models, among which visualization analysis has gradually …
GeoSparkViz: a cluster computing system for visualizing massive-scale geospatial data
J Yu, M Sarwat - The VLDB Journal, 2021 - Springer
In the last decade, geospatial data which is extracted from GPS traces and satellites image
has become ubiquitous. GeoVisual analytics, abbr. GeoViz, is the science of analytical …
has become ubiquitous. GeoVisual analytics, abbr. GeoViz, is the science of analytical …
B-EagleV: visualization of big point cloud datasets in civil engineering using a distributed computing solution
Point cloud data (PCD) have attracted attention in many disciplines, including civil
engineering. However, big PCD have posed great challenges for conventional approaches …
engineering. However, big PCD have posed great challenges for conventional approaches …
SAFE: A share-and-aggregate bandwidth exploration framework for kernel density visualization
Kernel density visualization (KDV) has been the de facto method in many spatial analysis
tasks, including ecological modeling, crime hotspot detection, traffic accident hotspot …
tasks, including ecological modeling, crime hotspot detection, traffic accident hotspot …
HiVision: Rapid visualization of large-scale spatial vector data
Rapid visualization of large-scale spatial vector data is a long-standing challenge in
Geographic Information Science. In existing methods, the computation overheads grow …
Geographic Information Science. In existing methods, the computation overheads grow …