Land SAT satellite Urban detection Custom Script

I try to modify this script for urban detection using Landsat(4-5)TM L1 satellite. It work for one or more image but when I request image for multi timestamps(19990-2010) it gives mostly images with out any classification like in the attached image.

//VERSION=3
function evaluatePixel(samples) {
	var NDWI=index(samples.B02, samples.B04); 
	var NDVI=index(samples.B04, samples.B03);
	var BareSoil=2.5 *(( samples.B05 + samples.B03)-( samples.B04 + samples.B01))/(( samples.B05 + samples.B03)+( samples.B04 + samples.B01));
 
	if (NDWI > 0.2) {
 		return [0, 0.5, 1, samples.dataMask]
	}
	if((samples.B07>0.8)||(NDVI<0.1)){
 		return[1,1,1, samples.dataMask]
	}
	if (NDVI>0.2){
  		return [0, 0.3*NDVI, 0, samples.dataMask]
	}
	else {
 		return [BareSoil, 0.2, 0, samples.dataMask]
	}
}

function setup() {
   return {
    input: ["B01","B02", "B03", "B04",  "B05",  "dataMask"],
    output: { bands: 3 }
  };
}

Hi @fa20-rcs-003,

A quick check with our Catalog API showed that there are simply no acquisitions for the time ranges and data collection you defined (double-checked on USGS website). You can also use our Catalog API through our Requests Builder for a quick check in a user-friendly GUI.

How can I modify this script for urban detection

Can you provide some more information about the expected output? Would you like to create a binary mask for urban features or a visualization?

The current script uses thresholds for several spectral indices to classify different features in the Landsat image. Urban features are displayed in white, but unfortunately the script also classifies clouds as urban features. I suggest you implement a cloud filtering logic with the help of Landsat BQA band in your script. For this, you will have to utilize the decodeL8C2Qa function which is described in our documentation here.

Please check this EO Browser visualization for an adapted classification script that displays NoData values as black (instead of green) and clouds in red color.

Hope this helps

hey, thanks for the reply
I just wanted to do visualization of Urban area realted to this specific area of interset.

Btw thanks for the help