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Scientific-Investigations Report 2010–5201

Empirical Models of Wind Conditions on Upper Klamath Lake, Oregon

Table 1. Nondefault parameter values used in ANN and MARS wind models for Upper Klamath Lake, Oregon.

[Abbreviations: PPM1, preprocessing (filtering) method 1; PPM2, preprocessing (filtering) method 2; NOPPM, unfiltered data; n-s, north-south wind component; e-w, east-west wind component; ws, wind speed]

Model
algorithm
R
function
name
Parameter
name
Gap-filling model preprocessing method Historic model method
PPM1 PPM2 NOPPM HIST1 HIST2
MDN MDL MDN MDL MDN MDL
n-s e-w n-s e-w n-s e-w n-s e-w n-s e-w n-s e-w ws n-s e-w
MARS earth nk 24 32 8 16 16
ANN nnet size 1 1 1 1 2 1 4 1 3 3 5 1 2 2 1
decay 1.0E-02 1.0E-03 1.0E-02 1.0E-04 1.0E-04 1.0E-03 1.0E-03 1.0E-02 1.0E-02

First posted October 27, 2010

For additional information contact:
Director, Oregon Water Science Center
U.S. Geological Survey
2130 SW 5th Avenue
Portland, Oregon 97201
http://or.water.usgs.gov

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