Records
Author
Weihs, R
Title
Surface and Atmospheric Boundary Layer Responses to Diurnal Variations of Sea Surface Temperature in an NWP Model
Type
$loc['typeManuscript']
Year
2016
Publication
Abbreviated Journal
Volume
Issue
Pages
Keywords
Marine Boundary Layer ; Numerical Weather Prediction ; Sea Surface Temperature
Abstract
Address
Department of Earth, Ocean, and Atmospheric Science
Corporate Author
Thesis
$loc['Ph.D. thesis']
Publisher
Florida State University
Place of Publication
Tallahassee, FL
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
339
Permanent link to this record
Author
Wu, Z. ; Feng, J. ; Qiao, F. ; Tan, Z.-M.
Title
Fast multidimensional ensemble empirical mode decomposition for the analysis of big spatio-temporal datasets
Type
$loc['typeJournal Article']
Year
2016
Publication
Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences
Abbreviated Journal
Philos Trans A Math Phys Eng Sci
Volume
374
Issue
2065
Pages
20150197
Keywords
adaptive and local data analysis ; data compression ; empirical orthogonal function ; fast algorithm ; multidimensional ensemble empirical mode decomposition ; principal component analysis
Abstract
In this big data era, it is more urgent than ever to solve two major issues: (i) fast data transmission methods that can facilitate access to data from non-local sources and (ii) fast and efficient data analysis methods that can reveal the key information from the available data for particular purposes. Although approaches in different fields to address these two questions may differ significantly, the common part must involve data compression techniques and a fast algorithm. This paper introduces the recently developed adaptive and spatio-temporally local analysis method, namely the fast multidimensional ensemble empirical mode decomposition (MEEMD), for the analysis of a large spatio-temporal dataset. The original MEEMD uses ensemble empirical mode decomposition to decompose time series at each spatial grid and then pieces together the temporal-spatial evolution of climate variability and change on naturally separated timescales, which is computationally expensive. By taking advantage of the high efficiency of the expression using principal component analysis/empirical orthogonal function analysis for spatio-temporally coherent data, we design a lossy compression method for climate data to facilitate its non-local transmission. We also explain the basic principles behind the fast MEEMD through decomposing principal components instead of original grid-wise time series to speed up computation of MEEMD. Using a typical climate dataset as an example, we demonstrate that our newly designed methods can (i) compress data with a compression rate of one to two orders; and (ii) speed-up the MEEMD algorithm by one to two orders.
Address
School of Atmospheric Sciences, Nanjing University, Nanjing, Jiangsu Province, People's Republic of China
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
English
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
1364-503X
ISBN
Medium
Area
Expedition
Conference
Funding
PMID:26953173; PMCID:PMC4792406
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
57
Permanent link to this record
Author
Xu, X. ; Rhines, P.B. ; Chassignet, E.P.
Title
Temperature-Salinity Structure of the North Atlantic Circulation and Associated Heat and Freshwater Transports
Type
$loc['typeJournal Article']
Year
2016
Publication
Journal of Climate
Abbreviated Journal
J. Climate
Volume
29
Issue
21
Pages
7723-7742
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
0894-8755
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
58
Permanent link to this record
Author
Xue, W. ; Xin, X. ; Zhang, J. ; Zhang, W. ; Wu, H. ; Huang, Z. ; Zhang, T. ; Li, H. ; Ding, N. ; Huang H.
Title
Development and Testing of a Multi-model Ensemble Coupling Framework
Type
$loc['typeBook Chapter']
Year
2016
Publication
Development and Evaluation of High Resolution Climate System Models
Abbreviated Journal
Volume
Issue
Pages
163-208
Keywords
Climate system model ; Ensemble coupling platform ; Atmospheric noise ; Process layout
Abstract
Address
Corporate Author
Thesis
Publisher
Springer
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
91
Permanent link to this record
Author
Yan, Y. ; Liu, Y. ; Lu, J.
Title
Cloud vertical structure, precipitation, and cloud radiative effects over Tibetan Plateau and its neighboring regions
Type
$loc['typeJournal Article']
Year
2016
Publication
Journal of Geophysical Research: Atmospheres
Abbreviated Journal
J. Geophys. Res. Atmos.
Volume
121
Issue
10
Pages
5864-5877
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
2169897X
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
59
Permanent link to this record
Author
Zhao, X. ; Zhou, C. ; Zhao, W. ; Tian, J. ; Xu, X.
Title
Deepwater overflow observed by three bottom-anchored moorings in the Bashi Channel
Type
$loc['typeJournal Article']
Year
2016
Publication
Deep Sea Research Part I: Oceanographic Research Papers
Abbreviated Journal
Deep Sea Research Part I: Oceanographic Research Papers
Volume
110
Issue
Pages
65-74
Keywords
Deepwater overflow ; Bashi Channel ; Volume transport ; Spatial structure ; Temporal variability
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
0967-0637
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
92
Permanent link to this record
Author
Zheng, Y. ; Ali, M.M. ; Bourassa, M.A.
Title
Contribution of Monthly and Regional Rainfall to the Strength of Indian Summer Monsoon
Type
$loc['typeJournal Article']
Year
2016
Publication
Monthly Weather Review
Abbreviated Journal
Mon. Wea. Rev.
Volume
144
Issue
9
Pages
3037-3055
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
0027-0644
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
60
Permanent link to this record
Author
Zheng, Y. ; Bourassa, M.A. ; Ali, M.M. ; Krishnamurti, T.N.
Title
Distinctive features of rainfall over the Indian homogeneous rainfall regions between strong and weak Indian summer monsoons
Type
$loc['typeJournal Article']
Year
2016
Publication
Journal of Geophysical Research: Atmospheres
Abbreviated Journal
J. Geophys. Res. Atmos.
Volume
121
Issue
10
Pages
5631-5647
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
2169897X
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
61
Permanent link to this record
Author
Özgökmen, T. ; Chassignet, E. ; Dawson, C. ; Dukhovskoy, D. ; Jacobs, G. ; Ledwell, J. ; Garcia-Pineda, O. ; MadDonald, I. ; Morey, S. ; Olascoaga, M. ; Poje, A. ; Reed, M. ; Skancke, J.
Title
Over What Area Did the Oil and Gas Spread During the 2010 Deepwater Horizon Oil Spill?
Type
$loc['typeJournal Article']
Year
2016
Publication
Oceanography
Abbreviated Journal
Oceanog
Volume
29
Issue
3
Pages
96-107
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
1042-8275
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
87
Permanent link to this record