Geographic Information Systems Asked by saQuist on April 30, 2021
I am working with BFAST Monitor in Google Earth Engine, and I would like to run the algorithm over a FeatureCollection containing individual points of interest. Like this:
var norway = ee.FeatureCollection("FAO/GAUL_SIMPLIFIED_500m/2015/level0").filter(ee.Filter.eq('ADM0_NAME', "Norway"));
var myPoints = ee.FeatureCollection.randomPoints(norway, 10);
var engine = require('users/andreim/geeMonitor:monitor.js');
var roi = myPoints;//ee.Geometry.Point(-60.00, -14.33);// region of interest as a Feature
var historyStart = "2000-01-01"; // The starting date of the stable period.
var historyEnd = "2018-12-31"; // The end date of the stable period.
var monitoringStart = "2019-01-01"; // The starting date of the monitoring period.
var monitoringEnd = "2020-01-01"; // End date of monitoring period.
var h = 0.25; //numeric scalar from interval (0,1) specifying the bandwidth relative to the sample size in MOSUM/ME monitoring processes
var period = 2; // maximum time, relative to the history period, that should be monitored. The default is 10 times the history period.
var alpha = 0.05; //Significance level of the monitoring (and ROC, if selected) procedure, i.e., probability of type I error.
var magnitudeThreshold = 0; //Threshold for magnitude level for which a change should be considered. Default is 0.
var harmonics = 1; //Order of the harmonic term.
var result = engine.bfastMonitor(roi,historyStart,historyEnd,monitoringStart,monitoringEnd,h,period,alpha,magnitudeThreshold,harmonics);
In mirror to this question about LandTrendr, I tried to apply a reducer over the result
, like this:
var myReduced = result.reduceRegions({
collection: myPoints,
reducer: ee.Reducer.first(),
scale: 30,
tileScale : 16
});
But I got the error result.reduceRegions is not a function
.
Is this a casting issue?
print(result);
I found out that the object is composed of four image collectionsprint(typeof(result));
I found out that result
does not have a native GEE type, as it just returns Object
.So, I tried to cast result
to a list (ee.List(result)
) or an ImageCollection (ee.ImageCollection(result)
) to turn the object into something that I could work with, but it kept returning the same error ___ is not a function
.
So, how do I run BFAST Monitor over a FeatureCollection?
You need to select the ImageCollection
that you are interested in using the .
operator. Then filter the ImageCollection
to get the layer (Image) you want, e.g. the break timing:
result = result.bfastResults.filter(ee.Filter.eq("system:index", "1")).first();
And then your reduceRegions
function works correctly.
Correct answer by GreatEmerald on April 30, 2021
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