Title
"Big Data Assimilation" Toward Post-Petascale Severe Weather Prediction: An Overview and Progress.
Abstract
Following the invention of the telegraph, electronic computer, and remote sensing, “big data” is bringing another revolution to weather prediction. As sensor and computer technologies advance, orders of magnitude bigger data are produced by new sensors and high-precision computer simulation or “big simulation.” Data assimilation (DA) is a key to numerical weather prediction (NWP) by integrating th...
Year
DOI
Venue
2016
10.1109/JPROC.2016.2602560
Proceedings of the IEEE
Keywords
DocType
Volume
Big data,Weather forecasting,Atmospheric modeling,Computational modeling,Atmospheric measurements,Data models,Computer applications,Kalman filtering,Optimal control,Remote sensing,Supercomputers,Weather forecasting
Journal
104
Issue
ISSN
Citations 
11
0018-9219
8
PageRank 
References 
Authors
0.74
6
19