Geographic Information Systems Asked by Joost Neujens on April 10, 2021
I have been reading the documentation and some related questions online, but I cannot seem to make it work.
I use Google Earth Engine to access an old Landsat 5 image, and classify later on.
I want to plot the spectral signatures on a chart in earth engine, but I cannot seem to make it work.
This is the error code I keep getting:
Error generating chart: Data column(s) for axis #0 cannot be of type string
As far as I know, all the properties in the FeatureCollection are numeric. I don’t know where the strings might come from.
Can anyone explain what is exactly going wrong?
The code:
// Query satellite image 26.996813, 14.395989
var aoi = ee.Geometry.Rectangle([14.38, 26.98, 14.49, 27.87]);
var collection = ee.ImageCollection('LANDSAT/LT05/C01/T1_SR').filterDate('1995-01-01', '1995-01-30').filterBounds(aoi).filterMetadata('IMAGE_QUALITY', 'equals', 9).select(['B1', 'B2', 'B3', 'B4', 'B5', 'B6', 'B7']);
//var rgbImage = collection.sort('CLOUD_COVER').first().select(['B3', 'B2', 'B1']);
var image_ = collection.sort('CLOUD_COVER').first();
// Load training data
var trainData = ee.FeatureCollection('users/jneujens/trainData');
// Property containing land cover labels
var label = 'classname';
// Get training from polygons on image
var training = image_.sampleRegions({
collection: trainData,
properties: ['classvalue'],
scale: 30
});
print(training)
// Graph of spectral signatures training data
var options = {
title: 'Landsat 5 surface reflectance spectral signatures',
hAxis: {title: 'Wavelength (micrometers)'},
vAxis: {title: 'Reflectance'},
lineWidth: 1,
pointSize: 4,
series: {
0: {color: 'grey'}, // impervious
1: {color: 'green'}, // vegetation
2: {color: 'red'}, // soil
}};
// Define a list of Landsat 8 wavelengths for X-axis labels.
var wavelengths = [0.47, 0.56, 0.66, 0.83, 1.56, 2.2, 11.4];
// Create the chart and set options.
var spectraChart = new ui.Chart.image.regions(
image_, training, ee.Reducer.mean(), 30, 'classvalue', wavelengths)
.setChartType('ScatterChart')
.setOptions(options);
print(spectraChart)
Try providing trainData
as the regions
argument to ui.Chart.image.regions()
instead of training
. The .sampleRegions()
step is unnecessary and it may be altering your original collection.
Answered by Justin Braaten on April 10, 2021
try using remap function to convert the class values from string to integers
Answered by Noufia on April 10, 2021
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