The digital revolution of Earth-system science

P Bauer, PD Dueben, T Hoefler, T Quintino… - Nature Computational …, 2021 - nature.com
Computational science is crucial for delivering reliable weather and climate predictions.
However, despite decades of high-performance computing experience, there is serious …

Big Data and cloud computing: innovation opportunities and challenges

C Yang, Q Huang, Z Li, K Liu, F Hu - International Journal of Digital …, 2017 - Taylor & Francis
Big Data has emerged in the past few years as a new paradigm providing abundant data
and opportunities to improve and/or enable research and decision-support applications with …

Taking the pulse of COVID-19: A spatiotemporal perspective

C Yang, D Sha, Q Liu, Y Li, H Lan… - … journal of digital …, 2020 - Taylor & Francis
The sudden outbreak of the Coronavirus disease (COVID-19) swept across the world in
early 2020, triggering the lockdowns of several billion people across many countries …

Spatial cloud computing: how can the geospatial sciences use and help shape cloud computing?

C Yang, M Goodchild, Q Huang, D Nebert… - … Journal of Digital …, 2011 - Taylor & Francis
The geospatial sciences face grand information technology (IT) challenges in the twenty-first
century: data intensity, computing intensity, concurrent access intensity and spatiotemporal …

Constructing gazetteers from volunteered big geo-data based on Hadoop

S Gao, L Li, W Li, K Janowicz, Y Zhang - Computers, Environment and …, 2017 - Elsevier
Traditional gazetteers are built and maintained by authoritative mapping agencies. In the
age of Big Data, it is possible to construct gazetteers in a data-driven approach by mining …

[HTML][HTML] Utilizing cloud computing to address big geospatial data challenges

C Yang, M Yu, F Hu, Y Jiang, Y Li - Computers, environment and urban …, 2017 - Elsevier
Big Data has emerged with new opportunities for research, development, innovation and
business. It is characterized by the so-called four Vs: volume, velocity, veracity and variety …

Big Spatiotemporal Data Analytics: A research and innovation frontier

C Yang, K Clarke, S Shekhar… - International Journal of …, 2020 - Taylor & Francis
Big Data have emerged and become the norm in the past decade with its well-known 4V
challenges and now adds value (a 5th V) for scientific research and the development of new …

Organizing the aggregate: Languages for spatial computing

J Beal, S Dulman, K Usbeck, M Viroli… - Formal and Practical …, 2013 - igi-global.com
As the number of computing devices embedded into engineered systems continues to rise,
there is a widening gap between the needs of the user to control aggregates of devices and …

The emergence of spatial cyberinfrastructure

DJ Wright, S Wang - … of the National Academy of Sciences, 2011 - National Acad Sciences
Cyberinfrastructure integrates advanced computer, information, and communication
technologies to empower computation-based and data-driven scientific practice and …

A cloud-enabled automatic disaster analysis system of multi-sourced data streams: An example synthesizing social media, remote sensing and Wikipedia data

Q Huang, G Cervone, G Zhang - Computers, Environment and Urban …, 2017 - Elsevier
Social media streams and remote sensing data have emerged as new sources for tracking
disaster events, and assessing their damages. Previous studies focus on a case-by-case …