Geographic Information Systems Asked on April 11, 2021
I calculated the Albedo of a Greenland and would like to code it in a way that GEE gives out the value of the Albedo for a given date and location or to have an overview in a table. So far I was only able to implement a time range. I am unsure on what to code so that I receive the value of the location (e.g. with giving coordinates)
My Albedo calculation code:
var albedo = function(image){
var alb = image.expression(
"((0.356*blue)+(0.130*red)+(0.373*nir)+(0.085*swir)+(0.072*swir2)- 0.018)/ 1.016",
{
'red': image.select('B3'),
'blue': image.select('B1'),
'nir': image.select('B4'),
'swir': image.select('B5'),
'swir2': image.select('B7')
});
return(image.addBands(alb.rename("albedo")));
};
var dataset = ee.ImageCollection("LANDSAT/LC08/C01/T1_TOA")
.filterDate('2020-06-01', '2020-06-30')
.filterBounds(Greenland)
.map(albedo);
print("dataset",dataset);
var myAlbedo = dataset.select("albedo");
print("myAlbedo",myAlbedo);
I assumed your AOI is in Greenland and took an arbitrary point in that region. For range dates in your code, only 3 images in Image Collection were selected for that point. So, you can print a paired list of dates and albedos directly in Console of GEE code editor by using an ee.Reducer object. Full code looks as follows:
var pt = ee.Geometry.Point([-48.08513183593751, 66.870153741717]);
var albedo = function(image){
var alb = image.expression(
"((0.356*blue)+(0.130*red)+(0.373*nir)+(0.085*swir)+(0.072*swir2)- 0.018)/ 1.016",
{
'red': image.select('B3'),
'blue': image.select('B1'),
'nir': image.select('B4'),
'swir': image.select('B5'),
'swir2': image.select('B7')
});
return(image.addBands(alb.rename("albedo")));
};
var dataset = ee.ImageCollection("LANDSAT/LC08/C01/T1_TOA")
.filterDate('2020-06-01', '2020-06-30')
.filterBounds(pt)
.map(albedo);
print("dataset",dataset);
var myAlbedo = dataset.select("albedo");
print("myAlbedo",myAlbedo);
var getAlbedo = function(image) {
// Reducing region and getting value
var value_albedo = ee.Image(image)
.reduceRegion(ee.Reducer.first(), pt)
.get('albedo');
return value_albedo;
};
var count = myAlbedo.size();
var albedo_list = myAlbedo.toList(count).map(getAlbedo);
print("albedo list", albedo_list);
var img = myAlbedo.first();
Map.addLayer(img);
Map.addLayer(pt);
var allDates = myAlbedo.aggregate_array('system:time_start');
var allDatesSimple = allDates.map(function procDates (ele) {
return ee.Date(ele).format().slice(0,10);
});
var paired = allDatesSimple.zip(albedo_list);
print (paired);
After running above code in GEE code editor, I got result of following image. In console you can observe the paired list of dates and albedos for that point.
Correct answer by xunilk on April 11, 2021
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