Created
May 25, 2020 23:02
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Calculate zonal statistics by longitude bin and chart the result in Earth Engine
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// Load VIIRS NDVI - to be summarized by longitude bins. | |
var viirsNdvi = ee.ImageCollection("NOAA/VIIRS/001/VNP13A1") | |
.select('NDVI').first(); | |
// Load lat/lon image - select the longitude band. | |
var latLon = ee.Image.pixelLonLat().select('longitude'); | |
// Make a list of longitude bin start values. | |
var step = 5; // longitude step | |
var lonStarts = ee.List.sequence(-90, 90-step, step); | |
// Map of the longitude list - get the mean NDVI value for pixels in given | |
// longitude bin. Returns a list of features. | |
var lonStatList = lonStarts.map(function(lon) { | |
var startLon = ee.Number(lon); | |
var endLon = startLon.add(step); | |
var targetPixels = latLon.gte(startLon).and(latLon.lt(endLon)); | |
var stat = viirsNdvi.updateMask(targetPixels).reduceRegion({ | |
reducer: ee.Reducer.mean(), | |
geometry: ee.Geometry.Rectangle(-179.99, -89.99, 179.99, 89.99), | |
scale: 10000, | |
bestEffort: true}); | |
return ee.Feature(viirsNdvi.geometry(), stat).set('lon', lon); | |
}); | |
// Convert feature list to feature collection. | |
var lonStatsCol = ee.FeatureCollection(ee.List(lonStatList)); | |
// Chart the results. | |
var chart = | |
ui.Chart.feature.byFeature(lonStatsCol, 'lon', 'NDVI') | |
.setOptions({ | |
title: 'Average NDVI by Longitude', | |
hAxis: {title: 'Longitude'}, | |
vAxis: {title: 'NDVI (x1e4)'} | |
}); | |
print(chart); |
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