Description Usage Arguments Value
configure hyperparameters of the TEA algorithm
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 | 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)
)
|
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 |
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 |
list with the arguments
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