Model Metadata

## **Window Length (wind_len):** 7
## **Scalar Predictors (var_scalar):** elevation, lon, GRS_LAND
Functional Predictors Overview
Var 1 Var 2 Var 3 Var 4
Functional Predictor PRECTOT QV2M T2M_MAX WS10M_RANGE
Number of Fourier Bases 7 3 3 7

Yearly Fitted Results

Year 2000

Predictor Contributions (2000)
Predictor Type Contribution_Pct
3 T2M_MAX Functional 59.14%
2 QV2M Functional 18.68%
4 WS10M_RANGE Functional 9.11%
7 GRS_LAND Scalar 3.86%
1 PRECTOT Functional 3.6%
6 lon Scalar 3.07%
5 elevation Scalar 2.54%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2001

Predictor Contributions (2001)
Predictor Type Contribution_Pct
1 PRECTOT Functional 35.45%
4 WS10M_RANGE Functional 29.3%
3 T2M_MAX Functional 22.32%
2 QV2M Functional 6.58%
7 GRS_LAND Scalar 5.1%
5 elevation Scalar 0.91%
6 lon Scalar 0.33%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2002

Predictor Contributions (2002)
Predictor Type Contribution_Pct
5 elevation Scalar 47.78%
6 lon Scalar 42.66%
3 T2M_MAX Functional 4.26%
1 PRECTOT Functional 2%
4 WS10M_RANGE Functional 1.89%
2 QV2M Functional 1.36%
7 GRS_LAND Scalar 0.04%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2003

Predictor Contributions (2003)
Predictor Type Contribution_Pct
5 elevation Scalar 64.34%
6 lon Scalar 19.87%
2 QV2M Functional 7.63%
1 PRECTOT Functional 3.01%
3 T2M_MAX Functional 2.72%
4 WS10M_RANGE Functional 2.19%
7 GRS_LAND Scalar 0.25%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2004

Predictor Contributions (2004)
Predictor Type Contribution_Pct
5 elevation Scalar 54.91%
2 QV2M Functional 36.79%
6 lon Scalar 4.99%
3 T2M_MAX Functional 1.68%
1 PRECTOT Functional 1.27%
4 WS10M_RANGE Functional 0.36%
7 GRS_LAND Scalar 0%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2005

Predictor Contributions (2005)
Predictor Type Contribution_Pct
5 elevation Scalar 43.72%
6 lon Scalar 23.16%
3 T2M_MAX Functional 16.78%
2 QV2M Functional 9.44%
1 PRECTOT Functional 4.65%
4 WS10M_RANGE Functional 1.8%
7 GRS_LAND Scalar 0.44%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data