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Author
Weissman, D. E., H. Winterbottom, and M. A. Bourassa
Title
Studies of the influence of rainfall upon scatterometer estimates for sea surface stress: applications to boundary layer parameterization and drag coefficient models within tropical cyclone environments
Type
$loc['typeConference Article']
Year
2010
Publication
2010 IEEE International Geoscience and Remote Sensing Symposium
Abbreviated Journal
Volume
Issue
Pages
4154-4157
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
ISBN
Medium
Area
Expedition
Conference
Funding
OVWST
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
581
Permanent link to this record
Author
Weissman, D. E. ; Bourassa, M. A.
Title
The combined effect of surface rain and wind on scatterometer observations of surface roughness
Type
$loc['typeConference Article']
Year
2009
Publication
2009 IEEE International Geoscience and Remote Sensing Symposium, IEEE, Cape Town, South Africa
Abbreviated Journal
Volume
Issue
Pages
I-108 - I-111
Keywords
Abstract
Address
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Thesis
Publisher
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
OVWST
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
674
Permanent link to this record
Author
Weissman, D. E. ; Bourassa, M. A.
Title
Measurements of the Effect of Rain-induced Sea Surface Roughness on the Satellite Scatterometer Radar Cross Section
Type
$loc['typeConference Article']
Year
2008
Publication
XXIX General Assembly of the International Union of Radio Science, Union of Radio Science International
Abbreviated Journal
Volume
4
Issue
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
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Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
690
Permanent link to this record
Author
Weissman, D.E. ; Bourassa, M.A.
Title
The Influence of Rainfall on Scatterometer Backscatter Within Tropical Cyclone Environments-Implications on Parameterization of Sea-Surface Stress
Type
$loc['typeConference Article']
Year
2011
Publication
IEEE Transactions on Geoscience and Remote Sensing
Abbreviated Journal
IEEE Trans. Geosci. Remote Sensing
Volume
49
Issue
12
Pages
4805-4814
Keywords
Meteorological radar ; radar cross section ; radar remote sensing ; scatterometry
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
0196-2892
ISBN
Medium
Area
Expedition
Conference
Funding
NASA, OVWST
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
284
Permanent link to this record
Author
Weissman, D.E. ; Bourassa, M.A.
Title
Measurements of the Effect of Rain-Induced Sea Surface Roughness on the QuikSCAT Scatterometer Radar Cross Section
Type
$loc['typeJournal Article']
Year
2008
Publication
IEEE Transactions on Geoscience and Remote Sensing
Abbreviated Journal
IEEE Trans. Geosci. Remote Sensing
Volume
46
Issue
10
Pages
2882-2894
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
0196-2892
ISBN
Medium
Area
Expedition
Conference
Funding
NASA, OVWST, NASA HQ
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
681
Permanent link to this record
Author
Weissman, D.E. ; Bourassa, M.A. ; O'Brien, J.J. ; Tongue, J.S.
Title
Calibrating the quikscat/seawinds radar for measuring rainrate over the oceans
Type
$loc['typeJournal Article']
Year
2003
Publication
IEEE Transactions on Geoscience and Remote Sensing
Abbreviated Journal
IEEE Trans. Geosci. Remote Sensing
Volume
41
Issue
12
Pages
2814-2820
Keywords
Next Generation Weather Radar (NEXRAD) ; precipitation ; radar reflectivity ; scatterometer normalized radar cross section (NRCS) ; space-based radar ; Tropical Rain Measuring Mission (TRMM)
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
0196-2892
ISBN
Medium
Area
Expedition
Conference
Funding
NASA
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
468
Permanent link to this record
Author
Weissman, DE ; Bourassa, MA
Title
The effect of rain on ASCAT observations of the sea surface radar cross section using simultaneous 3-d NEXRAD rain measurements
Type
$loc['typeConference Article']
Year
2011
Publication
IEEE International Symposium on Geoscience and Remote Sensing IGARSS
Abbreviated Journal
Volume
Issue
Pages
1171-1174
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
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Summary Language
Original Title
Series Editor
Series Title
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Edition
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ISBN
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Area
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Conference
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
314
Permanent link to this record
Author
Weissman, DE ; Morey, S ; Bourassa, M
Title
Studies of the effects of rain on the performance of the SMAP radiometer surface salinity estimates and applications to remote sensing of river plumes
Type
$loc['typeConference Article']
Year
2017
Publication
IEEE International Symposium on Geoscience and Remote Sensing IGARSS
Abbreviated Journal
Volume
Issue
Pages
1491-1494
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
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
834
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
Yin, J. ; Schlesinger, M.E. ; Stouffer, R.J.
Title
Model projections of rapid sea-level rise on the northeast coast of the United States
Type
$loc['typeJournal Article']
Year
2009
Publication
Nature Geoscience
Abbreviated Journal
Nature Geosci
Volume
2
Issue
4
Pages
262-266
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
1752-0894
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
394
Permanent link to this record