Model Metadata

## **Window Length (wind_len):** 14
## **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 14 3 3 5

Yearly Fitted Results

Year 2000

Predictor Contributions (2000)
Predictor Type Contribution_Pct
3 T2M_MAX Functional 36.88%
2 QV2M Functional 30.23%
1 PRECTOT Functional 20.73%
7 GRS_LAND Scalar 6.29%
4 WS10M_RANGE Functional 5.74%
6 lon Scalar 0.07%
5 elevation Scalar 0.05%

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 38.33%
4 WS10M_RANGE Functional 24.47%
6 lon Scalar 19.97%
2 QV2M Functional 11.77%
3 T2M_MAX Functional 3.56%
5 elevation Scalar 1.88%
7 GRS_LAND Scalar 0.01%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2002

Predictor Contributions (2002)
Predictor Type Contribution_Pct
6 lon Scalar 59.09%
5 elevation Scalar 16.04%
3 T2M_MAX Functional 9.77%
2 QV2M Functional 6.11%
1 PRECTOT Functional 5.33%
4 WS10M_RANGE Functional 3.51%
7 GRS_LAND Scalar 0.14%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2003

Predictor Contributions (2003)
Predictor Type Contribution_Pct
6 lon Scalar 42.85%
2 QV2M Functional 33.54%
1 PRECTOT Functional 13.53%
3 T2M_MAX Functional 4.98%
4 WS10M_RANGE Functional 2.92%
5 elevation Scalar 1.47%
7 GRS_LAND Scalar 0.71%

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 55.89%
2 QV2M Functional 31.23%
1 PRECTOT Functional 5.81%
6 lon Scalar 2.83%
3 T2M_MAX Functional 2.6%
4 WS10M_RANGE Functional 1.62%
7 GRS_LAND Scalar 0.02%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2005

Predictor Contributions (2005)
Predictor Type Contribution_Pct
2 QV2M Functional 24.83%
3 T2M_MAX Functional 23.83%
1 PRECTOT Functional 23.1%
6 lon Scalar 18.49%
5 elevation Scalar 7.41%
4 WS10M_RANGE Functional 2.33%
7 GRS_LAND Scalar 0.01%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data