getNRI | R Documentation |
Return normalized ratio index values at a given wavelength combination.
getNRI(nri, wavelength)
nri |
Object of class 'Nri' |
wavelength |
Wavelength values where nri is returned. See details section. |
Wavelength can be passed in three ways. As the result of nri_best_performance
, as a data frame with two columns or as a vector of length 2. In the first two cases, the result will be a data frame (if data frames contain more than one row) with the nri-values of each pair of wavelengths. In the latter case it will be a vector.
Lukas Lehnert
nri
, Nri
data(spectral_data) ## Calculate all possible combinations for WorldView-2-8 spec_WV <- spectralResampling(spectral_data, "WorldView2-8", response_function = FALSE) nri_WV <- nri(spec_WV, recursive = TRUE) ## Build glm-models glmnri <- glm.nri(nri_WV ~ chlorophyll, preddata = spec_WV) ## Return best 5 models BM <- nri_best_performance(glmnri, n = 5, coefficient = "p.value") ## Get nri values for the 5 models nri_BM <- getNRI(nri_WV, BM)
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