Spatial big data science

Z Jiang, S Shekhar - Schweiz: Springer International Publishing AG, 2017 - Springer
With the advancement of remote sensing technology, wide usage of GPS devices in vehicles
and cell phones, popularity of mobile applications, crowd sourcing, and geographic …

Spatial analysis in the era of big data

X ZHANG - Geomatics and Information Science of Wuhan …, 2014 - ch.whu.edu.cn
Objective In recent years, Big Data has been increasingly used to refer the coming era of
informationexplosion. Industry, academia, research and government sectors all have paid …

The era of big spatial data: A survey

A Eldawy, MF Mokbel - Foundations and Trends® in …, 2016 - nowpublishers.com
The recent explosion in the amount of spatial data calls for specialized systems to handle
big spatial data. In this survey, we summarize the state-of-the-art work in the area of big …

Spatial big data

MR Evans, D Oliver, X Zhou… - Big Data: Techniques and …, 2014 - books.google.com
Spatial computing encompasses the ideas, solutions, tools, technologies, and systems that
transform our lives and society by creating a new understanding of spaces, their locations …

[图书][B] The rise of big spatial data

I Ivan, A Singleton, J Horák, T Inspektor - 2017 - Springer
Welcome to the dawn of the Era of Big Data. Big spatial data are characterised by three main
features: volume beyond the limit of usual geo-processing, velocity higher than available by …

Big data analytics: six techniques

H Shu - Geo-spatial Information Science, 2016 - Taylor & Francis
Big data have 4V characteristics of volume, variety, velocity, and veracity, which
authentically calls for big data analytics. However, what are the dominant characteristics of …

Introduction to big data computing for geospatial applications

Z Li, W Tang, Q Huang, E Shook, Q Guan - ISPRS International Journal of …, 2020 - mdpi.com
The convergence of big data and geospatial computing has brought challenges and
opportunities to GIScience with regards to geospatial data management, processing …

The era of big spatial data: a survey

A Eldawy, MF Mokbel - Information and Media Technologies, 2015 - jstage.jst.go.jp
In recent years, there has been an explosion in the amounts of spatial data produced by
several devices such as smart phones, space telescopes, medical devices, among others …

Enabling spatial big data via CyberGIS: Challenges and opportunities

MR Evans, D Oliver, KS Yang, X Zhou, RY Ali… - CyberGIS for geospatial …, 2019 - Springer
Recent years have seen the emergence of many new and valuable spatial datasets such as
trajectories of cell-phones and Global Positioning System (GPS) devices, vehicle engine …

GeoAI and the future of spatial analytics

W Li, ST Arundel - New thinking in GIScience, 2022 - Springer
This chapter discusses the challenges of traditional spatial analytical methods in their limited
capacity to handle big and messy data, as well as mining unknown or latent patterns. It then …