risk: Risk of Disease Occurrence in Soybeans

In EstimateBreed: Estimation of Environmental Variables and Genetic Parameters

Risk of Disease Occurrence in Soybeans

Description

Calculation of the Risk of Disease Occurrence in Soybeans as a Function of Variables meteorological variables (Engers et al., 2024).

Usage

risk(DAY, MONTH, AAT, RH, disease = "rust", verbose = FALSE, plot = FALSE)

Arguments

DAY	The column for the day of the month.
MONTH	The column for the month of the year (numeric value).
AAT	The average air temperature column (in degree Celsius).
RH	The relative humidity column (in %).
disease	Define the soybean disease (Standard = 'rust').
verbose	Logical argument. Runs the code silently if FALSE.
plot	Plot a graph of the accumulation (Default is F (FALSE)).

Value

Returns the parameters of the incidence probability of the selected disease in the soybean crop, being:

* RHrisk
Risk caused by relative humidity.

* TEMPrisk
Risk caused by air temperature.

* TOTALrisk
Product of the multiplication between RHrisk and TEMPrisk.

* RELrisk
Relative risk obtained from the highest value of TOTALrisk.

Author(s)

Willyan Junior Adorian Bandeira

Ivan Ricardo Carvalho

Murilo Vieira Loro

Leonardo Cesar Pradebon

Jose Antonio Gonzalez da Silva

References

de Oliveira Engers, L.B., Radons, S.Z., Henck, A.U. et al. Evaluation of a forecasting system to facilitate decision-making for the chemical control of Asina soybean rust. Trop. plant pathol. 49, 539-546 (2024). \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s40858-024-00649-1")}

Examples

library(EstimateBreed)

# Rust Risk Prediction
data("clima")
with(clima, risk(DY, MO, TMED, RH, disease = "rust"))

EstimateBreed documentation built on April 4, 2025, 5:37 a.m.