Demonstrates pixelwise operations with a raster source.
This example uses a ol.source.Raster
to generate data
based on another source. The raster source accepts any number of
input sources (tile or image based) and runs a pipeline of
operations on the input pixels. The return from the final
operation is used as the data for the output source.
In this case, a single tiled source of imagery is used as input. For each pixel, the Vegetation Greenness Index (VGI) is calculated from the input pixels. A second operation colors those pixels based on a threshold value (values above the threshold are green and those below are transparent).
<!DOCTYPE html>
<html>
<head>
<title>Raster Source</title>
<link rel="stylesheet" href="https://openlayers.org/en/v4.6.4/css/ol.css" type="text/css">
<!-- The line below is only needed for old environments like Internet Explorer and Android 4.x -->
<script src=""></script>
<script src="https://openlayers.org/en/v4.6.4/build/ol.js"></script>
<script src="https://d3js.org/d3.v3.min.js"></script>
<style>
.rel {
position: relative
}
#plot {
pointer-events: none;
position: absolute;
bottom: 10px;
left: 10px;
}
.bar {
pointer-events: auto;
fill: #AFAFB9;
}
.bar.selected {
fill: green;
}
.tip {
position: absolute;
background: black;
color: white;
padding: 6px;
font-size: 12px;
border-radius: 4px;
margin-bottom: 10px;
display: none;
opacity: 0;
}
</style>
</head>
<body>
<div class="rel">
<div id="map" class="map"></div>
<div id="plot"></div>
</div>
<script>
// this example uses d3 for which we don't have an externs file.
var minVgi = 0;
var maxVgi = 0.25;
var bins = 10;
/**
* Calculate the Vegetation Greenness Index (VGI) from an input pixel. This
* is a rough estimate assuming that pixel values correspond to reflectance.
* @param {Array.<number>} pixel An array of [R, G, B, A] values.
* @return {number} The VGI value for the given pixel.
*/
function vgi(pixel) {
var r = pixel[0] / 255;
var g = pixel[1] / 255;
var b = pixel[2] / 255;
return (2 * g - r - b) / (2 * g + r + b);
}
/**
* Summarize values for a histogram.
* @param {numver} value A VGI value.
* @param {Object} counts An object for keeping track of VGI counts.
*/
function summarize(value, counts) {
var min = counts.min;
var max = counts.max;
var num = counts.values.length;
if (value < min) {
// do nothing
} else if (value >= max) {
counts.values[num - 1] += 1;
} else {
var index = Math.floor((value - min) / counts.delta);
counts.values[index] += 1;
}
}
/**
* Use aerial imagery as the input data for the raster source.
*/
var bing = new ol.source.BingMaps({
key: 'Your Bing Maps Key from http://www.bingmapsportal.com/ here',
imagerySet: 'Aerial'
});
/**
* Create a raster source where pixels with VGI values above a threshold will
* be colored green.
*/
var raster = new ol.source.Raster({
sources: [bing],
/**
* Run calculations on pixel data.
* @param {Array} pixels List of pixels (one per source).
* @param {Object} data User data object.
* @return {Array} The output pixel.
*/
operation: function(pixels, data) {
var pixel = pixels[0];
var value = vgi(pixel);
summarize(value, data.counts);
if (value >= data.threshold) {
pixel[0] = 0;
pixel[1] = 255;
pixel[2] = 0;
pixel[3] = 128;
} else {
pixel[3] = 0;
}
return pixel;
},
lib: {
vgi: vgi,
summarize: summarize
}
});
raster.set('threshold', 0.1);
function createCounts(min, max, num) {
var values = new Array(num);
for (var i = 0; i < num; ++i) {
values[i] = 0;
}
return {
min: min,
max: max,
values: values,
delta: (max - min) / num
};
}
raster.on('beforeoperations', function(event) {
event.data.counts = createCounts(minVgi, maxVgi, bins);
event.data.threshold = raster.get('threshold');
});
raster.on('afteroperations', function(event) {
schedulePlot(event.resolution, event.data.counts, event.data.threshold);
});
var map = new ol.Map({
layers: [
new ol.layer.Tile({
source: bing
}),
new ol.layer.Image({
source: raster
})
],
target: 'map',
view: new ol.View({
center: [-9651695, 4937351],
zoom: 13,
minZoom: 12,
maxZoom: 19
})
});
var timer = null;
function schedulePlot(resolution, counts, threshold) {
if (timer) {
clearTimeout(timer);
timer = null;
}
timer = setTimeout(plot.bind(null, resolution, counts, threshold), 1000 / 60);
}
var barWidth = 15;
var plotHeight = 150;
var chart = d3.select('#plot').append('svg')
.attr('width', barWidth * bins)
.attr('height', plotHeight);
var chartRect = chart[0][0].getBoundingClientRect();
var tip = d3.select(document.body).append('div')
.attr('class', 'tip');
function plot(resolution, counts, threshold) {
var yScale = d3.scale.linear()
.domain([0, d3.max(counts.values)])
.range([0, plotHeight]);
var bar = chart.selectAll('rect').data(counts.values);
bar.enter().append('rect');
bar.attr('class', function(count, index) {
var value = counts.min + (index * counts.delta);
return 'bar' + (value >= threshold ? ' selected' : '');
})
.attr('width', barWidth - 2);
bar.transition().attr('transform', function(value, index) {
return 'translate(' + (index * barWidth) + ', ' +
(plotHeight - yScale(value)) + ')';
})
.attr('height', yScale);
bar.on('mousemove', function(count, index) {
var threshold = counts.min + (index * counts.delta);
if (raster.get('threshold') !== threshold) {
raster.set('threshold', threshold);
raster.changed();
}
});
bar.on('mouseover', function(count, index) {
var area = 0;
for (var i = counts.values.length - 1; i >= index; --i) {
area += resolution * resolution * counts.values[i];
}
tip.html(message(counts.min + (index * counts.delta), area));
tip.style('display', 'block');
tip.transition().style({
left: (chartRect.left + (index * barWidth) + (barWidth / 2)) + 'px',
top: (d3.event.y - 60) + 'px',
opacity: 1
});
});
bar.on('mouseout', function() {
tip.transition().style('opacity', 0).each('end', function() {
tip.style('display', 'none');
});
});
}
function message(value, area) {
var acres = (area / 4046.86).toFixed(0).replace(/\B(?=(\d{3})+(?!\d))/g, ',');
return acres + ' acres at<br>' + value.toFixed(2) + ' VGI or above';
}
</script>
</body>
</html>