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Southwestern USA Linear Regression and Neural Network Precipitation Reconstructions, NOAA/NCDC/WDC Paleoclimatology
Entry ID:
NOAA_NCDC_PALEO_2002-080
Summary
Abstract:
This data set consists of a comparison of the linear regression and
neural network models for precipitation reconstruction from a network of tree ring chronologies. Data include the reconstructed annual precipitation for each climate division in Arizona and New Mexico from linear regression (LR) and artificial neural network (NN) models. [ABSTRACT] A 1000 year reconstruction of cool-season ... ![]()
Related URL
Geographic Coverage
(Click for Interactive Map)
Spatial coordinates
Data Set Citation
Dataset Originator/Creator:
Ni, F., T. Cavazos, M.K. Hughes, A.C. Comrie, and G. Funkhouser
Dataset Title:
Southwestern USA Linear Regression and Neural Network Precipitation Reconstructions
Dataset Series Name:
International Tree-Ring Data Bank
Dataset Release Date:
November 2002
Dataset Release Place:
Boulder, CO
Dataset Publisher:
IGBP PAGES/World Data Center Paleoclimatology
Issue Identification:
IGBP PAGES/WDC Paleoclimatology Contribution #2002-080
Other Citation Details:
NOAA/NCDC Paleoclimatology Program, Boulder CO, USA
Online Resource:
http://www.ncdc.noaa.gov/paleo/pubs/ni2002/ni2002.html
Temporal Coverage
Start Date:
1000-01-01
Stop Date:
1988-12-31
Paleo Temporal Coverage
Paleo Start Date:
1000 ybp
Paleo Stop Date: 0 ybp Chrono Unit: Location Keywords
Data Resolution
Temporal Resolution:
annual, seasonal (November-April)
Science Keywords
ISO Topic Category
Platform
Access Constraints
None
Use Constraints
None
Ancillary Keywords
Data Set Progress
COMPLETE
Originating Center
Data Center
Distribution
Distribution Media:
online ftp, WWW
Distribution Format:
ascii
Fees:
none
Personnel
Publications/References
Ni, F., T. Cavazos, M.K. Hughes, A.C. Comrie, and G. Funkhouser, 2002,
Cool-season precipitation in the southwestern USA since AD 1000: comparison of linear and nonlinear techniques for reconstruction. International Journal of Climatology, Volume 22, Issue 13, 2002, pp. 1645-1662. Creation and Review Dates
DIF Creation Date:
2003-04-10
Last DIF Revision Date:
2012-08-31
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