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    Cross-Validation in Statistical Climate Forecast Models 

    Source: Journal of Climate and Applied Meteorology:;1987:;Volume( 026 ):;Issue: 011:;page 1589
    Author(s): Michaelsen, Joel
    Publisher: American Meteorological Society
    Abstract: Cross-validation is a statistical procedure that produces an estimate of forecast skill which is less biased than the usual hindcast skill estimates. The cross-validation method systematically deletes one or more cases in ...
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    A Statistical Study of Large-Scale, Long-Period Variability in North Pacific Sea Surface Temperature Anomalies 

    Source: Journal of Physical Oceanography:;1982:;Volume( 012 ):;issue: 007:;page 694
    Author(s): Michaelsen, Joel
    Publisher: American Meteorological Society
    Abstract: Frequency domain principal components analysis, a technique which involves extracting the eigenvalues and eigenvectors of the cross spectrum of a multivariate time series, is used to analyze the development and movement ...
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    Spatial and Temporal Variability of Southern California Precipitation over the Last 400 yr and Relationships to Atmospheric Circulation Patterns 

    Source: Journal of Climate:;1997:;volume( 010 ):;issue: 008:;page 1836
    Author(s): Haston, Laura; Michaelsen, Joel
    Publisher: American Meteorological Society
    Abstract: Tree-ring chronologies have been used to develop a 400-yr spatial reconstruction of precipitation in coastal and near-interior southern California. This was accomplished by reconstructing the first two precipitation principal ...
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    A Simplified Diagnostic Model of Orographic Rainfall for Enhancing Satellite-Based Rainfall Estimates in Data-Poor Regions 

    Source: Journal of Applied Meteorology:;2004:;volume( 043 ):;issue: 010:;page 1366
    Author(s): Funk, Chris; Michaelsen, Joel
    Publisher: American Meteorological Society
    Abstract: An extension of Sinclair's diagnostic model of orographic precipitation (?VDEL?) is developed for use in data-poor regions to enhance rainfall estimates. This extension (VDELB) combines a 2D linearized internal gravity ...
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    Long-Term Central Coastal California Precipitation Variability and Relationships to El Niño-Southern Oscillation 

    Source: Journal of Climate:;1994:;volume( 007 ):;issue: 009:;page 1373
    Author(s): Haston, Laura; Michaelsen, Joel
    Publisher: American Meteorological Society
    Abstract: Long precipitation reconstructions (600 years) developed for Santa Barbara, California, using new big-cone spruce tree-ring chronologies capture over 55% of the annual precipitation variance. The modern period of the ...
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    Variations in Subpixel Fire Properties with Season and Land Cover in Southern Africa 

    Source: Earth Interactions:;2010:;volume( 014 ):;issue: 006:;page 1
    Author(s): Eckmann, Ted C.; Still, Christopher J.; Roberts, Dar A.; Michaelsen, Joel C.
    Publisher: American Meteorological Society
    Abstract: Some of the most widely used datasets for monitoring the world?s fires come from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensors aboard NASA?s Terra and Aqua satellites. For virtually all remote sensing ...
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    Using Tree Rings to Predict the Response of Tree Growth to Climate Change in the Continental United States during the Twenty-First Century 

    Source: Earth Interactions:;2010:;volume( 014 ):;issue: 019:;page 1
    Author(s): Williams, A. Park; Michaelsen, Joel; Leavitt, Steven W.; Still, Christopher J.
    Publisher: American Meteorological Society
    Abstract: In the early 1900s, tree-ring scientists began analyzing the relative widths of annual growth rings preserved in the cross sections of trees to infer past climate variations. Now, many ring-width index (RWI) chronologies, ...
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    A High-Resolution 1983–2016 Tmax Climate Data Record Based on Infrared Temperatures and Stations by the Climate Hazard Center 

    Source: Journal of Climate:;2019:;volume 032:;issue 017:;page 5639
    Author(s): Funk, Chris; Peterson, Pete; Peterson, Seth; Shukla, Shraddhanand; Davenport, Frank; Michaelsen, Joel; Knapp, Kenneth R.; Landsfeld, Martin; Husak, Gregory; Harrison, Laura; Rowland, James; Budde, Michael; Meiburg, Alex; Dinku, Tufa; Pedreros, Diego; Mata
    Publisher: American Meteorological Society
    Abstract: AbstractUnderstanding the dynamics and physics of climate extremes will be a critical challenge for twenty-first-century climate science. Increasing temperatures and saturation vapor pressures may exacerbate heat waves, ...
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