Next Article in Journal
Towards Content Neutrality in Wiki Systems
Previous Article in Journal / Special Issue
Virtual Astronaut for Scientific Visualization—A Prototype for Santa Maria Crater on Mars
Future Internet 2012, 4(4), 1069-1085; doi:10.3390/fi4041069

A Web-Based Geovisual Analytical System for Climate Studies

, 1
, 1,* , 2
, 3
, 3
, 1
, 1
, 4
 and 1
Received: 10 October 2012 / Revised: 20 November 2012 / Accepted: 10 December 2012 / Published: 14 December 2012
(This article belongs to the Special Issue Geovisual Analytics)
View Full-Text   |   Download PDF [2695 KB, uploaded 14 December 2012]   |   Browse Figures
Abstract: Climate studies involve petabytes of spatiotemporal datasets that are produced and archived at distributed computing resources. Scientists need an intuitive and convenient tool to explore the distributed spatiotemporal data. Geovisual analytical tools have the potential to provide such an intuitive and convenient method for scientists to access climate data, discover the relationships between various climate parameters, and communicate the results across different research communities. However, implementing a geovisual analytical tool for complex climate data in a distributed environment poses several challenges. This paper reports our research and development of a web-based geovisual analytical system to support the analysis of climate data generated by climate model. Using the ModelE developed by the NASA Goddard Institute for Space Studies (GISS) as an example, we demonstrate that the system is able to (1) manage large volume datasets over the Internet; (2) visualize 2D/3D/4D spatiotemporal data; (3) broker various spatiotemporal statistical analyses for climate research; and (4) support interactive data analysis and knowledge discovery. This research also provides an example for managing, disseminating, and analyzing Big Data in the 21st century.
Keywords: geospatial cyberinfrastructure; big data; spatiotemporal; WebGIS geospatial cyberinfrastructure; big data; spatiotemporal; WebGIS
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Export to BibTeX |

MDPI and ACS Style

Sun, M.; Li, J.; Yang, C.; Schmidt, G.A.; Bambacus, M.; Cahalan, R.; Huang, Q.; Xu, C.; Noble, E.U.; Li, Z. A Web-Based Geovisual Analytical System for Climate Studies. Future Internet 2012, 4, 1069-1085.

AMA Style

Sun M, Li J, Yang C, Schmidt GA, Bambacus M, Cahalan R, Huang Q, Xu C, Noble EU, Li Z. A Web-Based Geovisual Analytical System for Climate Studies. Future Internet. 2012; 4(4):1069-1085.

Chicago/Turabian Style

Sun, Min; Li, Jing; Yang, Chaowei; Schmidt, Gavin A.; Bambacus, Myra; Cahalan, Robert; Huang, Qunying; Xu, Chen; Noble, Erik U.; Li, Zhenlong. 2012. "A Web-Based Geovisual Analytical System for Climate Studies." Future Internet 4, no. 4: 1069-1085.

Future Internet EISSN 1999-5903 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert