Create Maps Forecasting Risk of Pest Occurrence
Get fitted model object
Map pest risk
mappestRisk: Create Maps Forecasting Risk of Pest Occurrence
Fit Thermal Performance Curves
Plot fitted thermal performance curves
Draw bootstrapped Thermal Performance Curves (TPCs) to visualize uncer...
Propagate parameter uncertainty of TPC fits using bootstrap with resid...
Determine Thermal Boundaries for Optimal Performance Level
There are three different modules: (1) model fitting and selection using a set of the most commonly used equations describing developmental responses to temperature helped by already existing R packages ('rTPC') and nonlinear regression model functions from 'nls.multstart' (Padfield et al. 2021, <doi:10.1111/2041-210X.13585>), with visualization of model predictions to guide ecological criteria for model selection; (2) calculation of suitability thermal limits, which consist on a temperature interval delimiting the optimal performance zone or suitability; and (3) climatic data extraction and visualization inspired on previous research (Taylor et al. 2019, <doi:10.1111/1365-2664.13455>), with either exportable rasters, static map images or html, interactive maps.
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