resample.ensemble: A function to resample a large ensemble from a spline-based...
In ensbiascoR: Resampling bias correction for large initial condition ensembles

Description Usage Arguments Details Value Author(s) References

Resamples a large ensemble from a spline-based transfer function

1	resample.ensemble(obs.grid.cell, mod.grid.cell, n.sample=10000)

`mod.grid.cell`	A numeric vector of simulated values
`obs.grid.cell`	A numeric vector of observed values
`n.sample`	Sample size

Calculates a transfer function between percentile of observed / simulated distributions. The transfer function is based on Hermite splines and a Gaussian kernel is fitted to observed data.

XYZ

Sebastian Sippel

Sippel, S., Otto, F. E. L., Forkel, M., Allen, M. R., Guillod, B. P., Heimann, M., Reichstein, M., Seneviratne, S. I., Thonicke, K. & Mahecha, M. D. (2016) A novel bias correction methodology for climate impact simulations. Earth System Dynamics, 7, 71-88. doi:10.5194/esd-7-71-2016.

ensbiascoR documentation built on Oct. 10, 2016, 12:21 p.m.