Hello Community
I am trying to obtain the NDVI within a polygon within a Timespan of 6 years over a small area.
And I would like to mask the snow, clouds and water. I was thinking of doing this, however I am not sure if this is efficient.
function evaluatePixel(samples) {
let ndvi = (samples.B08 - samples.B04)/(samples.B08 + samples.B04)
var validNDVIMask = 1
if (samples.B04 + samples.B08 == 0 ){ //check if all the bands are 0
validNDVIMask = 0
}
var noWaterMask = 1
if (samples.SCL == 6 ){ //check if pixels are classified as water using SCL band
noWaterMask = 0
}
var noSnow = 1
if(samples.SCL == 11)
noSnowMask = 0
var no Clouds = 1
if(samples.CLM = 1)
noCloudsMask = 0
return {
ndvi: [ndvi],
dataMask: [samples.dataMask * validNDVIMask * noWaterMask*
noSnowMask*noCloudsMask ] //if even one of the three exclusion criteria is 0, the pixel will be excluded
}
Would appreciate any advice on this!