tea_config: configure hyperparameters of the TEA algorithm

Description Usage Arguments Value

View source: R/tea.R

Description

configure hyperparameters of the TEA algorithm

Usage

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tea_config(
  CSWIlimit = -0.5,
  perc = c(0.75),
  smax = 5,
  GPPlimit = 0.05,
  GPPdaylimit = 0.5,
  Tairlimit = 5,
  Rglimit = 0,
  nrecday = 48,
  tempdaymin = 5,
  GPPdaymin = 0.5,
  GPPmin = 0.05,
  rfseed = 63233,
  quantiles_wue = seq(0.5, 1, length.out = 11)
)

Arguments

CSWIlimit

filter for conservative surface wetness index to be lower than this limit

perc

numeric vector of percentiles of the prediction distribution do average over

smax

numeric scalar of maximum water storage (see compute_cswi)

GPPlimit

numeric scalar (mumol/m2/s): filter for half-hours with carbon fluxes larger than this half-hourly threshold

GPPdaylimit

numeric scalar (mumol/m2/day): filter for days with carbon fluxes larger than this daily threshold

Tairlimit

numeric scalar (degree Celsius): filter for half-hours with air temperatures larger than this threshold

Rglimit

numeric scalar (W/m2): filter for half-hours with incoming radiation larger than this threshold

nrecday

number of records per day, 48 for half-hourly data

tempdaymin

flag records of days having at list this minimum daily air temperature in degree Celsius

GPPdaymin

flag records of days having at least this daily GPP in gC m-1 d-1

GPPmin

flag days having at least this GPP in umol m-2 s-1

rfseed

random generator seed used for random-forest fit

quantiles_wue

quantiles for which precitions of WUE

Value

list with the arguments


bgctw/etpart documentation built on Dec. 19, 2021, 8:49 a.m.