sfn_mutate: Mutate variables by function

In sapfluxnetr: Working with 'Sapfluxnet' Project Data

Mutate variables by function

Description

Port of mutate for sfn_data and sfn_data_multi objects

Usage

sfn_mutate(sfn_data, ..., solar = FALSE)

Arguments

sfn_data	sfn_data or sfn_data_multi object to subset
...	Name-value pairs of expressions to pass to the mutate function.
solar	Logical indicating if solar timestamp must used to subset

Details

'sfn_mutate' function will maintain the same number of rows before and after the modification, so it is well suited to modify variables without creating TIMESTAMP gaps (i.e. to change variable units). For mutating groups of variables at the same time see sfn_mutate_at.

Value

For sfn_data objects, a mutated sfn_data. For sfn_data_multi another sfn_data_multi with the sites mutated

Sapflow and environmental variables

'sfn_mutate' internally joins the sapflow and environmental datasets by the TIMESTAMP, so it is possible to mutate variables conditionally between sapflow and environmental measures (i.e. mutate sapflow when wind is high or radiation is zero). Due to this, at the moment any new variable is dropped when building the final results, so this is ONLY intended to mutate existing variables without changing the names.

Examples

library(dplyr)
library(lubridate)

# data
data('ARG_TRE', package = 'sapfluxnetr')

# transform to NAs any wind value above 25
ws_threshold <- 25
sfn_mutate(ARG_TRE, ws = if_else(ws > 25, NA_real_, ws))

## multi
data(ARG_MAZ, package = 'sapfluxnetr')
data(AUS_CAN_ST2_MIX, package = 'sapfluxnetr')
multi_sfn <- sfn_data_multi(ARG_TRE, ARG_MAZ, AUS_CAN_ST2_MIX)

multi_sfn_mutated <- sfn_mutate(
  multi_sfn, ws = if_else(ws > 25, NA_real_, ws)
)

multi_sfn_mutated[['ARG_TRE']]

sapfluxnetr documentation built on Feb. 16, 2023, 7:52 p.m.