DyMEP_DRC_visualizer {DyMEP}

DyMEP_DRC_visualizer

Description

Visualizes the Dose-Response Curves (DRC) for each phenological phase and environmental covariate.

Usage

DyMEP_DRC_visualizer(detailed_output)

Arguments

detailed_output

Output of the pheno_phase_prediction function with output_type = "detailed_information".

Value

Returns plots showing the DRC curves for each phenological phase and environmental covariate. Each row represents a phenology phase.

Examples

phase_covariate_list <- best_DyMEP_model(env_covariates =
c("tas","tasmin","VPD","SPI","global_radiation","tasmax","RH"),
pheno_phases = c("sowing-emergence","emergence-jointing","jointing-heading"),
crop_abbrev = "WW",
output_list_for_prediction = TRUE)
# create dummy environmental data
environmental_data<- data.frame("DATE"=seq.Date(from = as.Date("2021-01-01"),
                   to = as.Date("2023-12-31"),by=1),
                                "tas"=runif(1095,min=-10,max=40),
                                "RH"=runif(1095,min=0,max=100),
                                "tasmin"=runif(1095,min=-10,max=40),
                                "tasmax"=runif(1095,min=0,max=40),
                                "VPD" = runif(1095,min=0,max=40),
                                "SPI"= runif(1095,min=-1,max=4),
                             "global_radiation"= runif(1095,min=0,max=3500))

DyMEP_DRC_visualizer(detailed_output = pheno_phase_prediction(
phase_covariate_list = phase_covariate_list,
environmental_data = environmental_data,
phase_starting_date =as.Date("2021-01-01"),
crop_abbrev = "WW",
output_type = "detailed_information")
)