CreateIndex <- function(rownum){
mutate <- dplyr::mutate
group_by <- dplyr::group_by
nest <- tidyr::nest
`%>%` <- magrittr::`%>%`
d1 <- mybandvalues[rownum,]
xid <- d1$id
xraster <- d1$raster
df0 <- d1$data %>% data.frame()
bands <- df0 %>%
mutate(
p_b1 = ((b1 - minmax$min_b1)/(minmax$max_b1 - minmax$min_b1))
,p_b2 = ((b2 - minmax$min_b2)/(minmax$max_b2 - minmax$min_b2))
,p_b3 = ((b3 - minmax$min_b3)/(minmax$max_b3 - minmax$min_b3))
,p_b4 = ((b4 - minmax$min_b4)/(minmax$max_b4 - minmax$min_b4))
,p_b5 = ((b5 - minmax$min_b5)/(minmax$max_b5 - minmax$min_b5))
,p_b6 = ((b6 - minmax$min_b6)/(minmax$max_b6 - minmax$min_b6))
,p_b7 = ((b7 - minmax$min_b7)/(minmax$max_b7 - minmax$min_b7))
,p_b8 = ((b8 - minmax$min_b8)/(minmax$max_b8 - minmax$min_b8))
,p_b8a = ((b8a - minmax$min_b8a)/(minmax$max_b8a - minmax$min_b8a))
,p_b9 = ((b9 - minmax$min_b9)/(minmax$max_b9 - minmax$min_b9))
,p_b11 = ((b11 - minmax$min_b11)/(minmax$max_b11 - minmax$min_b11))
,p_b12 = ((b12 - minmax$min_b12)/(minmax$max_b12 - minmax$min_b12))
)
index <- bands %>%
mutate(
p_ndvi = (b8 - b4)/(b8 + b4)
,p_npcri = (b4 - b2)/(b4 + b2)
,p_si = sqrt((256 - b2) * (256 - b3))
,p_ndsi = (b4 - b6)/(b4 + b6)
,p_ndwi = (b3 - b8)/(b3 + b8)
,p_mndwi = (b3 - b11)/(b3 + b11)
,p_bsi = ((b11 + b4)-(b8 + b2))/((b11 + b4)+(b8 + b2))
,p_nbai = ((b12 - b8)/b2)/((b12 + b8)/b2)
,p_ndbi = (b11 - b8)/(b11 + b8)
) %>%
mutate(raster = myrastername, id = xid)
n <- index %>% group_by(raster, id,) %>% nest() %>% mutate(rownum = rownum)
#############
return(n)
}
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