Title | ||
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"Big Data Assimilation" Toward Post-Petascale Severe Weather Prediction: An Overview and Progress. |
Abstract | ||
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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 |
Name | Order | Citations | PageRank |
---|---|---|---|
takemasa miyoshi | 1 | 20 | 3.62 |
Guo-Yuan Lien | 2 | 11 | 1.22 |
Shinsuke Satoh | 3 | 17 | 5.32 |
Tomoo Ushio | 4 | 83 | 26.04 |
kotaro bessho | 5 | 13 | 2.13 |
Hirofumi Tomita | 6 | 33 | 5.67 |
Seiya Nishizawa | 7 | 17 | 4.15 |
Ryuji Yoshida | 8 | 8 | 0.74 |
Sachiho A. Adachi | 9 | 8 | 1.08 |
Jianwei Liao | 10 | 48 | 12.15 |
Balazs Gerofi | 11 | 107 | 16.24 |
Yutaka Ishikawa | 12 | 1449 | 188.06 |
Masaru Kunii | 13 | 8 | 0.74 |
Juan Ruiz | 14 | 13 | 1.49 |
Yasumitsu Maejima | 15 | 8 | 1.08 |
Shigenori Otsuka | 16 | 10 | 1.78 |
Michiko Otsuka | 17 | 8 | 0.74 |
Kozo Okamoto | 18 | 8 | 0.74 |
Hiromu Seko | 19 | 8 | 0.74 |