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 5

Yearly Fitted Results

Year 2000

Predictor Contributions (2000)
Predictor Type Contribution_Pct
6 lon Scalar 89.57%
3 T2M_MAX Functional 3.53%
5 elevation Scalar 2.25%
2 QV2M Functional 2.09%
1 PRECTOT Functional 1.63%
4 WS10M_RANGE Functional 0.53%
7 GRS_LAND Scalar 0.39%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2001

Predictor Contributions (2001)
Predictor Type Contribution_Pct
5 elevation Scalar 33.88%
3 T2M_MAX Functional 23.85%
2 QV2M Functional 18.32%
6 lon Scalar 13.88%
1 PRECTOT Functional 5.83%
4 WS10M_RANGE Functional 4.22%
7 GRS_LAND Scalar 0.02%

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 64.82%
5 elevation Scalar 22.96%
3 T2M_MAX Functional 6.16%
2 QV2M Functional 3.69%
4 WS10M_RANGE Functional 1.13%
1 PRECTOT Functional 1.11%
7 GRS_LAND Scalar 0.13%

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 43.16%
2 QV2M Functional 27.27%
6 lon Scalar 14.56%
3 T2M_MAX Functional 11.62%
4 WS10M_RANGE Functional 1.93%
1 PRECTOT Functional 1.37%
7 GRS_LAND Scalar 0.08%

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 60.15%
2 QV2M Functional 31.56%
6 lon Scalar 4.37%
1 PRECTOT Functional 1.69%
3 T2M_MAX Functional 1.35%
4 WS10M_RANGE Functional 0.89%
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
6 lon Scalar 39.93%
5 elevation Scalar 38.49%
4 WS10M_RANGE Functional 12.9%
1 PRECTOT Functional 3.02%
3 T2M_MAX Functional 2.91%
7 GRS_LAND Scalar 2.72%
2 QV2M Functional 0.03%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data