Model Metadata

## **Window Length (wind_len):** 21
## **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 17 3 3 5

Yearly Fitted Results

Year 2000

Predictor Contributions (2000)
Predictor Type Contribution_Pct
1 PRECTOT Functional 33.19%
3 T2M_MAX Functional 31.18%
2 QV2M Functional 21.88%
5 elevation Scalar 7.64%
7 GRS_LAND Scalar 3.54%
6 lon Scalar 2.14%
4 WS10M_RANGE Functional 0.43%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2001

Predictor Contributions (2001)
Predictor Type Contribution_Pct
3 T2M_MAX Functional 40.99%
6 lon Scalar 33.85%
1 PRECTOT Functional 17.56%
2 QV2M Functional 2.78%
4 WS10M_RANGE Functional 2.42%
5 elevation Scalar 2.26%
7 GRS_LAND Scalar 0.15%

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 41.63%
1 PRECTOT Functional 29.85%
3 T2M_MAX Functional 11.23%
2 QV2M Functional 8.49%
6 lon Scalar 6.79%
4 WS10M_RANGE Functional 1.85%
7 GRS_LAND Scalar 0.16%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data


Year 2003

Predictor Contributions (2003)
Predictor Type Contribution_Pct
2 QV2M Functional 72.09%
1 PRECTOT Functional 8.57%
6 lon Scalar 7.96%
3 T2M_MAX Functional 7.79%
4 WS10M_RANGE Functional 2.66%
5 elevation Scalar 0.91%
7 GRS_LAND Scalar 0.02%

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 47.87%
2 QV2M Functional 34.7%
1 PRECTOT Functional 8.12%
6 lon Scalar 5.19%
3 T2M_MAX Functional 3.42%
4 WS10M_RANGE Functional 0.69%
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 47%
1 PRECTOT Functional 31.99%
5 elevation Scalar 14.62%
3 T2M_MAX Functional 2.9%
2 QV2M Functional 2.18%
4 WS10M_RANGE Functional 1.3%
7 GRS_LAND Scalar 0%

History Index Functions

Pure Estimated Mean Surface

Estimated Mean Surface with Observed Data