https://github.com/tom-n-walker/uphill-plants-soil-carbon
Tip revision: a9e7a872d22a45dbd91bb00751d522812138eefd authored by Tom Walker on 08 February 2022, 15:18:56 UTC
Additional and revised analysis in response to author comments.
Additional and revised analysis in response to author comments.
Tip revision: a9e7a87
combine_field_data.R
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#### Project: Lowland plant migrations alpine soil C loss
#### Title: Function | Combine field data
#### Author: Tom Walker (thomas.walker@usys.ethz.ch)
#### Date: 26 May 2021
#### ---------------------------------------------------------------------------
combine_field_data <- function(cover_data, trait_data, raw_soil){
## CWM traits ----
# make species names compatible
trait_data$accepted_name <- make.names(trait_data$accepted_name)
# gather trait data
wide_traits <- list(leaf_area = sub_col_spread(trait_data, "leaf_area"),
leaf_C = sub_col_spread(trait_data, "leaf_C"),
leaf_N = sub_col_spread(trait_data, "leaf_N"),
plant_height = sub_col_spread(trait_data, "plant_height"),
seed_mass = sub_col_spread(trait_data, "seed_mass"),
SLA = sub_col_spread(trait_data, "SLA"))
cover_data$traits <- list(wide_traits, wide_traits)
# generate data frames of CWM traits (see small functions)
allCover <- cover_data %>%
mutate(all_cwm = map2(all_cover, traits, add_cwm_traits),
focal_cwm = map2(focal_cover, traits, add_cwm_traits),
bkgnd_cwm = map2(bkgnd_cover, traits, add_cwm_traits)) %>%
select(-traits)
## Add soil data ----
# nest soil data
nestSoil <- raw_soil %>%
as_tibble %>%
arrange(site) %>%
group_by(site) %>%
nest
# bind to cover data
out <- left_join(allCover, nestSoil, by = "site") %>%
mutate(soil_pools = map2(treatments, data, ~match_soil(.x, .y, match = "treatment"))) %>%
select(-data)
# return
return(out)
}